Task 3323448
| Name | ParityModified-1606530461-31764-6_1 |
| Workunit | 1572356 |
| Created | 18 Dec 2020, 2:42:57 UTC |
| Sent | 18 Dec 2020, 5:37:17 UTC |
| Report deadline | 25 Dec 2020, 5:37:17 UTC |
| Received | 19 Dec 2020, 4:38:49 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1625 |
| Run time | 58 min 46 sec |
| CPU time | 56 min 4 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 3,197.66 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.00 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.3</core_client_version> <![CDATA[ <stderr_txt> :07:08 main:574] : INFO : Epoch 514 | loss: 0.0312507 | val_loss: 0.0312511 | Time: 3475 ms [2020-12-19 12:07:12 main:574] : INFO : Epoch 515 | loss: 0.0312509 | val_loss: 0.0312513 | Time: 3451.47 ms [2020-12-19 12:07:15 main:574] : INFO : Epoch 516 | loss: 0.0312502 | val_loss: 0.0312515 | Time: 2915.28 ms [2020-12-19 12:07:17 main:574] : INFO : Epoch 517 | loss: 0.0312509 | val_loss: 0.0312519 | Time: 2341.04 ms [2020-12-19 12:07:20 main:574] : INFO : Epoch 518 | loss: 0.0312513 | val_loss: 0.0312519 | Time: 2452.33 ms [2020-12-19 12:07:23 main:574] : INFO : Epoch 519 | loss: 0.0312505 | val_loss: 0.0312516 | Time: 3160.7 ms [2020-12-19 12:07:26 main:574] : INFO : Epoch 520 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 3548.31 ms [2020-12-19 12:07:30 main:574] : INFO : Epoch 521 | loss: 0.0312503 | val_loss: 0.031251 | Time: 3186.34 ms [2020-12-19 12:07:33 main:574] : INFO : Epoch 522 | loss: 0.0312509 | val_loss: 0.0312519 | Time: 3035.68 ms [2020-12-19 12:07:36 main:574] : INFO : Epoch 523 | loss: 0.0312504 | val_loss: 0.031251 | Time: 3526.64 ms [2020-12-19 12:07:40 main:574] : INFO : Epoch 524 | loss: 0.0312501 | val_loss: 0.0312517 | Time: 3773.91 ms [2020-12-19 12:07:44 main:574] : INFO : Epoch 525 | loss: 0.0312514 | val_loss: 0.0312527 | Time: 4190.46 ms [2020-12-19 12:07:48 main:574] : INFO : Epoch 526 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 4172.65 ms [2020-12-19 12:07:53 main:574] : INFO : Epoch 527 | loss: 0.0312499 | val_loss: 0.031251 | Time: 4423.92 ms [2020-12-19 12:07:57 main:574] : INFO : Epoch 528 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 4170.5 ms [2020-12-19 12:08:00 main:574] : INFO : Epoch 529 | loss: 0.0312503 | val_loss: 0.0312516 | Time: 2811.78 ms [2020-12-19 12:08:03 main:574] : INFO : Epoch 530 | loss: 0.0312509 | val_loss: 0.0312523 | Time: 2777.9 ms [2020-12-19 12:08:06 main:574] : INFO : Epoch 531 | loss: 0.031252 | val_loss: 0.0312509 | Time: 2788.93 ms [2020-12-19 12:08:08 main:574] : INFO : Epoch 532 | loss: 0.0312514 | val_loss: 0.0312516 | Time: 2763.51 ms [2020-12-19 12:08:11 main:574] : INFO : Epoch 533 | loss: 0.0312513 | val_loss: 0.0312507 | Time: 3066.78 ms [2020-12-19 12:08:14 main:574] : INFO : Epoch 534 | loss: 0.0312502 | val_loss: 0.0312517 | Time: 2813.15 ms [2020-12-19 12:08:17 main:574] : INFO : Epoch 535 | loss: 0.0312516 | val_loss: 0.0312507 | Time: 2750.35 ms [2020-12-19 12:08:20 main:574] : INFO : Epoch 536 | loss: 0.0312514 | val_loss: 0.0312538 | Time: 2967.87 ms [2020-12-19 12:08:24 main:574] : INFO : Epoch 537 | loss: 0.0312507 | val_loss: 0.031251 | Time: 3534.36 ms [2020-12-19 12:08:27 main:574] : INFO : Epoch 538 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 3460.4 ms [2020-12-19 12:08:32 main:574] : INFO : Epoch 539 | loss: 0.0312502 | val_loss: 0.0312514 | Time: 4394.77 ms [2020-12-19 12:08:35 main:574] : INFO : Epoch 540 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 3652.47 ms [2020-12-19 12:08:40 main:574] : INFO : Epoch 541 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 4175.27 ms [2020-12-19 12:08:44 main:574] : INFO : Epoch 542 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 4144.49 ms [2020-12-19 12:08:48 main:574] : INFO : Epoch 543 | loss: 0.0312501 | val_loss: 0.0312517 | Time: 3896.78 ms [2020-12-19 12:08:50 main:574] : INFO : Epoch 544 | loss: 0.0312507 | val_loss: 0.0312516 | Time: 2762.43 ms [2020-12-19 12:08:53 main:574] : INFO : Epoch 545 | loss: 0.0312508 | val_loss: 0.0312522 | Time: 2829.77 ms [2020-12-19 12:08:56 main:574] : INFO : Epoch 546 | loss: 0.0312501 | val_loss: 0.031251 | Time: 2895.9 ms [2020-12-19 12:08:59 main:574] : INFO : Epoch 547 | loss: 0.0312504 | val_loss: 0.0312514 | Time: 2748.81 ms [2020-12-19 12:09:02 main:574] : INFO : Epoch 548 | loss: 0.0312506 | val_loss: 0.031252 | Time: 2977.53 ms [2020-12-19 12:09:05 main:574] : INFO : Epoch 549 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 2571.74 ms [2020-12-19 12:09:08 main:574] : INFO : Epoch 550 | loss: 0.0312503 | val_loss: 0.031251 | Time: 2899.24 ms [2020-12-19 12:09:11 main:574] : INFO : Epoch 551 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 3368.11 ms [2020-12-19 12:09:14 main:574] : INFO : Epoch 552 | loss: 0.0312502 | val_loss: 0.0312529 | Time: 3437.43 ms [2020-12-19 12:09:17 main:574] : INFO : Epoch 553 | loss: 0.0312505 | val_loss: 0.0312533 | Time: 3086.79 ms [2020-12-19 12:09:21 main:574] : INFO : Epoch 554 | loss: 0.0312508 | val_loss: 0.0312514 | Time: 3487.16 ms [2020-12-19 12:09:24 main:574] : INFO : Epoch 555 | loss: 0.0312509 | val_loss: 0.031251 | Time: 3296.85 ms [2020-12-19 12:09:27 main:574] : INFO : Epoch 556 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 2954.84 ms [2020-12-19 12:09:30 main:574] : INFO : Epoch 557 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 3154.31 ms [2020-12-19 12:09:35 main:574] : INFO : Epoch 558 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 4158.83 ms [2020-12-19 12:09:38 main:574] : INFO : Epoch 559 | loss: 0.0312509 | val_loss: 0.0312526 | Time: 3610.31 ms [2020-12-19 12:09:42 main:574] : INFO : Epoch 560 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 4087.66 ms [2020-12-19 12:09:47 main:574] : INFO : Epoch 561 | loss: 0.0312502 | val_loss: 0.0312521 | Time: 4696.22 ms [2020-12-19 12:09:52 main:574] : INFO : Epoch 562 | loss: 0.0312514 | val_loss: 0.0312519 | Time: 4573.64 ms [2020-12-19 12:09:55 main:574] : INFO : Epoch 563 | loss: 0.0312503 | val_loss: 0.031251 | Time: 2849.26 ms [2020-12-19 12:09:57 main:574] : INFO : Epoch 564 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 2758.71 ms [2020-12-19 12:10:00 main:574] : INFO : Epoch 565 | loss: 0.0312499 | val_loss: 0.0312511 | Time: 2625.98 ms [2020-12-19 12:10:03 main:574] : INFO : Epoch 566 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 2745.76 ms [2020-12-19 12:10:06 main:574] : INFO : Epoch 567 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 3078.07 ms [2020-12-19 12:10:09 main:574] : INFO : Epoch 568 | loss: 0.0312502 | val_loss: 0.0312515 | Time: 3422.2 ms [2020-12-19 12:10:13 main:574] : INFO : Epoch 569 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 3222.11 ms [2020-12-19 12:10:17 main:574] : INFO : Epoch 570 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 3866.21 ms [2020-12-19 12:10:20 main:574] : INFO : Epoch 571 | loss: 0.03125 | val_loss: 0.0312507 | Time: 2994.11 ms [2020-12-19 12:10:23 main:574] : INFO : Epoch 572 | loss: 0.0312501 | val_loss: 0.0312531 | Time: 3123.62 ms [2020-12-19 12:10:25 main:574] : INFO : Epoch 573 | loss: 0.0312506 | val_loss: 0.0312518 | Time: 2310.68 ms [2020-12-19 12:10:28 main:574] : INFO : Epoch 574 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 2936.2 ms [2020-12-19 12:10:32 main:574] : INFO : Epoch 575 | loss: 0.0312507 | val_loss: 0.0312508 | Time: 3627.89 ms [2020-12-19 12:10:35 main:574] : INFO : Epoch 576 | loss: 0.0312517 | val_loss: 0.0312541 | Time: 2946.92 ms [2020-12-19 12:10:39 main:574] : INFO : Epoch 577 | loss: 0.0312511 | val_loss: 0.031251 | Time: 4231.61 ms [2020-12-19 12:10:43 main:574] : INFO : Epoch 578 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 4359.46 ms [2020-12-19 12:10:47 main:574] : INFO : Epoch 579 | loss: 0.0312504 | val_loss: 0.0312525 | Time: 3844.01 ms [2020-12-19 12:10:52 main:574] : INFO : Epoch 580 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 4236.44 ms [2020-12-19 12:10:56 main:574] : INFO : Epoch 581 | loss: 0.0312507 | val_loss: 0.0312512 | Time: 3990.68 ms [2020-12-19 12:11:00 main:574] : INFO : Epoch 582 | loss: 0.0312507 | val_loss: 0.0312519 | Time: 3830.86 ms [2020-12-19 12:11:02 main:574] : INFO : Epoch 583 | loss: 0.0312511 | val_loss: 0.0312537 | Time: 2711.65 ms [2020-12-19 12:11:05 main:574] : INFO : Epoch 584 | loss: 0.0312518 | val_loss: 0.0312511 | Time: 2584.73 ms [2020-12-19 12:11:08 main:574] : INFO : Epoch 585 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 3065.11 ms [2020-12-19 12:11:12 main:574] : INFO : Epoch 586 | loss: 0.0312501 | val_loss: 0.0312513 | Time: 3504.76 ms [2020-12-19 12:11:15 main:574] : INFO : Epoch 587 | loss: 0.0312513 | val_loss: 0.0312512 | Time: 3231.53 ms [2020-12-19 12:11:18 main:574] : INFO : Epoch 588 | loss: 0.03125 | val_loss: 0.0312508 | Time: 3086.15 ms [2020-12-19 12:11:22 main:574] : INFO : Epoch 589 | loss: 0.0312508 | val_loss: 0.0312521 | Time: 3832.67 ms [2020-12-19 12:11:24 main:574] : INFO : Epoch 590 | loss: 0.0312511 | val_loss: 0.0312565 | Time: 2664.21 ms [2020-12-19 12:11:27 main:574] : INFO : Epoch 591 | loss: 0.0312511 | val_loss: 0.0312509 | Time: 2884.77 ms [2020-12-19 12:11:32 main:574] : INFO : Epoch 592 | loss: 0.0312506 | val_loss: 0.0312525 | Time: 4584.59 ms [2020-12-19 12:11:37 main:574] : INFO : Epoch 593 | loss: 0.0312511 | val_loss: 0.0312524 | Time: 4841.34 ms [2020-12-19 12:11:41 main:574] : INFO : Epoch 594 | loss: 0.0312514 | val_loss: 0.0312506 | Time: 3967.74 ms [2020-12-19 12:11:45 main:574] : INFO : Epoch 595 | loss: 0.03125 | val_loss: 0.031251 | Time: 3980.76 ms [2020-12-19 12:11:49 main:574] : INFO : Epoch 596 | loss: 0.0312504 | val_loss: 0.0312512 | Time: 3974.99 ms [2020-12-19 12:11:52 main:574] : INFO : Epoch 597 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 2815.1 ms [2020-12-19 12:11:55 main:574] : INFO : Epoch 598 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 2775.37 ms [2020-12-19 12:11:57 main:574] : INFO : Epoch 599 | loss: 0.0312501 | val_loss: 0.0312512 | Time: 2616.3 ms [2020-12-19 12:12:00 main:574] : INFO : Epoch 600 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 2771.32 ms [2020-12-19 12:12:04 main:574] : INFO : Epoch 601 | loss: 0.0312502 | val_loss: 0.0312519 | Time: 3727.75 ms [2020-12-19 12:12:07 main:574] : INFO : Epoch 602 | loss: 0.0312507 | val_loss: 0.0312517 | Time: 3220.61 ms [2020-12-19 12:12:10 main:574] : INFO : Epoch 603 | loss: 0.0312505 | val_loss: 0.0312519 | Time: 3043.34 ms [2020-12-19 12:12:14 main:574] : INFO : Epoch 604 | loss: 0.0312527 | val_loss: 0.0312512 | Time: 3591.34 ms [2020-12-19 12:12:16 main:574] : INFO : Epoch 605 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 2396.82 ms [2020-12-19 12:12:19 main:574] : INFO : Epoch 606 | loss: 0.0312504 | val_loss: 0.031252 | Time: 3127.03 ms [2020-12-19 12:12:22 main:574] : INFO : Epoch 607 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 2993.61 ms [2020-12-19 12:12:26 main:574] : INFO : Epoch 608 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 3305.09 ms [2020-12-19 12:12:29 main:574] : INFO : Epoch 609 | loss: 0.03125 | val_loss: 0.0312508 | Time: 3349.54 ms [2020-12-19 12:12:32 main:574] : INFO : Epoch 610 | loss: 0.0312501 | val_loss: 0.0312519 | Time: 3306.87 ms [2020-12-19 12:12:35 main:574] : INFO : Epoch 611 | loss: 0.0312514 | val_loss: 0.0312553 | Time: 2706.22 ms [2020-12-19 12:12:38 main:574] : INFO : Epoch 612 | loss: 0.0312509 | val_loss: 0.031251 | Time: 2455.44 ms [2020-12-19 12:12:41 main:574] : INFO : Epoch 613 | loss: 0.0312502 | val_loss: 0.0312523 | Time: 3139.55 ms [2020-12-19 12:12:44 main:574] : INFO : Epoch 614 | loss: 0.0312507 | val_loss: 0.0312513 | Time: 3537.66 ms [2020-12-19 12:12:48 main:574] : INFO : Epoch 615 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 3148.07 ms [2020-12-19 12:12:52 main:574] : INFO : Epoch 616 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 4517.1 ms [2020-12-19 12:12:55 main:574] : INFO : Epoch 617 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 3311.07 ms [2020-12-19 12:13:00 main:574] : INFO : Epoch 618 | loss: 0.0312502 | val_loss: 0.0312517 | Time: 4299.05 ms [2020-12-19 12:13:04 main:574] : INFO : Epoch 619 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 4317.17 ms [2020-12-19 12:13:08 main:574] : INFO : Epoch 620 | loss: 0.0312502 | val_loss: 0.0312518 | Time: 3468.26 ms [2020-12-19 12:13:10 main:574] : INFO : Epoch 621 | loss: 0.0312514 | val_loss: 0.0312535 | Time: 2615.21 ms [2020-12-19 12:13:14 main:574] : INFO : Epoch 622 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 3471.48 ms [2020-12-19 12:13:17 main:574] : INFO : Epoch 623 | loss: 0.0312502 | val_loss: 0.0312515 | Time: 2751.12 ms [2020-12-19 12:13:19 main:574] : INFO : Epoch 624 | loss: 0.03125 | val_loss: 0.0312521 | Time: 2770.83 ms [2020-12-19 12:13:23 main:574] : INFO : Epoch 625 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 3143.34 ms [2020-12-19 12:13:26 main:574] : INFO : Epoch 626 | loss: 0.0312502 | val_loss: 0.0312519 | Time: 3582.19 ms [2020-12-19 12:13:30 main:574] : INFO : Epoch 627 | loss: 0.0312502 | val_loss: 0.0312514 | Time: 3376.9 ms [2020-12-19 12:13:33 main:574] : INFO : Epoch 628 | loss: 0.0312508 | val_loss: 0.031252 | Time: 3051.79 ms [2020-12-19 12:13:36 main:574] : INFO : Epoch 629 | loss: 0.0312506 | val_loss: 0.0312522 | Time: 3655.26 ms [2020-12-19 12:13:40 main:574] : INFO : Epoch 630 | loss: 0.0312503 | val_loss: 0.0312515 | Time: 3367.46 ms [2020-12-19 12:13:43 main:574] : INFO : Epoch 631 | loss: 0.0312511 | val_loss: 0.0312516 | Time: 2867.96 ms [2020-12-19 12:13:45 main:574] : INFO : Epoch 632 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 2440.66 ms [2020-12-19 12:13:48 main:574] : INFO : Epoch 633 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 2663.26 ms [2020-12-19 12:13:52 main:574] : INFO : Epoch 634 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 3980.97 ms [2020-12-19 12:13:56 main:574] : INFO : Epoch 635 | loss: 0.0312505 | val_loss: 0.0312516 | Time: 4500.07 ms [2020-12-19 12:14:01 main:574] : INFO : Epoch 636 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 4440.09 ms [2020-12-19 12:14:05 main:574] : INFO : Epoch 637 | loss: 0.0312511 | val_loss: 0.031253 | Time: 3922.07 ms [2020-12-19 12:14:09 main:574] : INFO : Epoch 638 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 4601.4 ms [2020-12-19 12:14:13 main:574] : INFO : Epoch 639 | loss: 0.0312505 | val_loss: 0.0312512 | Time: 3638.91 ms [2020-12-19 12:14:16 main:574] : INFO : Epoch 640 | loss: 0.0312515 | val_loss: 0.0312513 | Time: 3219.2 ms [2020-12-19 12:14:19 main:574] : INFO : Epoch 641 | loss: 0.0312507 | val_loss: 0.0312514 | Time: 2876.67 ms [2020-12-19 12:14:22 main:574] : INFO : Epoch 642 | loss: 0.0312513 | val_loss: 0.0312506 | Time: 2661.02 ms [2020-12-19 12:14:25 main:574] : INFO : Epoch 643 | loss: 0.0312516 | val_loss: 0.0312554 | Time: 2837.29 ms [2020-12-19 12:14:28 main:574] : INFO : Epoch 644 | loss: 0.0312528 | val_loss: 0.0312511 | Time: 3584.42 ms [2020-12-19 12:14:32 main:574] : INFO : Epoch 645 | loss: 0.031251 | val_loss: 0.0312513 | Time: 3535.38 ms [2020-12-19 12:14:35 main:574] : INFO : Epoch 646 | loss: 0.0312503 | val_loss: 0.0312513 | Time: 2931.3 ms [2020-12-19 12:14:38 main:574] : INFO : Epoch 647 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 3185.25 ms [2020-12-19 12:14:42 main:574] : INFO : Epoch 648 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 3547 ms [2020-12-19 12:14:45 main:574] : INFO : Epoch 649 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 2940.61 ms [2020-12-19 12:14:47 main:574] : INFO : Epoch 650 | loss: 0.03125 | val_loss: 0.0312509 | Time: 2386.59 ms [2020-12-19 12:14:50 main:574] : INFO : Epoch 651 | loss: 0.0312498 | val_loss: 0.0312527 | Time: 2748.55 ms [2020-12-19 12:14:53 main:574] : INFO : Epoch 652 | loss: 0.0312507 | val_loss: 0.0312511 | Time: 3246.11 ms [2020-12-19 12:14:57 main:574] : INFO : Epoch 653 | loss: 0.0312511 | val_loss: 0.0312507 | Time: 3691.74 ms [2020-12-19 12:15:01 main:574] : INFO : Epoch 654 | loss: 0.0312505 | val_loss: 0.0312534 | Time: 4270.36 ms [2020-12-19 12:15:05 main:574] : INFO : Epoch 655 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 3780.42 ms [2020-12-19 12:15:10 main:574] : INFO : Epoch 656 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 4487.32 ms [2020-12-19 12:15:14 main:574] : INFO : Epoch 657 | loss: 0.0312507 | val_loss: 0.0312543 | Time: 4043.02 ms [2020-12-19 12:15:18 main:574] : INFO : Epoch 658 | loss: 0.0312524 | val_loss: 0.0312504 | Time: 3865.67 ms [2020-12-19 12:15:20 main:574] : INFO : Epoch 659 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 2754.07 ms [2020-12-19 12:15:23 main:574] : INFO : Epoch 660 | loss: 0.0312499 | val_loss: 0.0312513 | Time: 2769 ms [2020-12-19 12:15:27 main:574] : INFO : Epoch 661 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 3279.58 ms [2020-12-19 12:15:29 main:574] : INFO : Epoch 662 | loss: 0.0312499 | val_loss: 0.0312513 | Time: 2826.01 ms [2020-12-19 12:15:33 main:574] : INFO : Epoch 663 | loss: 0.0312499 | val_loss: 0.0312512 | Time: 3134.87 ms [2020-12-19 12:15:35 main:574] : INFO : Epoch 664 | loss: 0.0312501 | val_loss: 0.031251 | Time: 2863.82 ms [2020-12-19 12:15:38 main:574] : INFO : Epoch 665 | loss: 0.0312516 | val_loss: 0.0312528 | Time: 2900.48 ms [2020-12-19 12:15:42 main:574] : INFO : Epoch 666 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 3229.11 ms [2020-12-19 12:15:44 main:574] : INFO : Epoch 667 | loss: 0.0312502 | val_loss: 0.0312513 | Time: 2777.08 ms [2020-12-19 12:15:48 main:574] : INFO : Epoch 668 | loss: 0.03125 | val_loss: 0.0312505 | Time: 3285.58 ms [2020-12-19 12:15:53 main:574] : INFO : Epoch 669 | loss: 0.0312497 | val_loss: 0.0312507 | Time: 4762.77 ms [2020-12-19 12:15:57 main:574] : INFO : Epoch 670 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 4354.2 ms [2020-12-19 12:16:01 main:574] : INFO : Epoch 671 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 4219.37 ms [2020-12-19 12:16:05 main:574] : INFO : Epoch 672 | loss: 0.0312509 | val_loss: 0.0312506 | Time: 3797.18 ms [2020-12-19 12:16:09 main:574] : INFO : Epoch 673 | loss: 0.03125 | val_loss: 0.0312512 | Time: 3831.81 ms [2020-12-19 12:16:12 main:574] : INFO : Epoch 674 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 2777.66 ms [2020-12-19 12:16:15 main:574] : INFO : Epoch 675 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 2744.8 ms [2020-12-19 12:16:17 main:574] : INFO : Epoch 676 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 2577.02 ms [2020-12-19 12:16:20 main:574] : INFO : Epoch 677 | loss: 0.0312511 | val_loss: 0.0312536 | Time: 2587.51 ms [2020-12-19 12:16:23 main:574] : INFO : Epoch 678 | loss: 0.0312507 | val_loss: 0.0312513 | Time: 2926.61 ms [2020-12-19 12:16:26 main:574] : INFO : Epoch 679 | loss: 0.03125 | val_loss: 0.031251 | Time: 3532.27 ms [2020-12-19 12:16:30 main:574] : INFO : Epoch 680 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 3307.57 ms [2020-12-19 12:16:33 main:574] : INFO : Epoch 681 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 3263.47 ms [2020-12-19 12:16:37 main:574] : INFO : Epoch 682 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 3583.39 ms [2020-12-19 12:16:40 main:574] : INFO : Epoch 683 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 3299.51 ms [2020-12-19 12:16:43 main:574] : INFO : Epoch 684 | loss: 0.0312501 | val_loss: 0.0312515 | Time: 3100.31 ms [2020-12-19 12:16:46 main:574] : INFO : Epoch 685 | loss: 0.0312502 | val_loss: 0.0312519 | Time: 2957.48 ms [2020-12-19 12:16:48 main:574] : INFO : Epoch 686 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 2255.36 ms [2020-12-19 12:16:52 main:574] : INFO : Epoch 687 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 3224.27 ms [2020-12-19 12:16:55 main:574] : INFO : Epoch 688 | loss: 0.0312501 | val_loss: 0.0312532 | Time: 3173.69 ms [2020-12-19 12:16:58 main:574] : INFO : Epoch 689 | loss: 0.0312509 | val_loss: 0.0312507 | Time: 3109.73 ms [2020-12-19 12:17:01 main:574] : INFO : Epoch 690 | loss: 0.03125 | val_loss: 0.0312508 | Time: 3431.38 ms [2020-12-19 12:17:05 main:574] : INFO : Epoch 691 | loss: 0.0312497 | val_loss: 0.0312508 | Time: 3274 ms [2020-12-19 12:17:08 main:574] : INFO : Epoch 692 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 3547.56 ms [2020-12-19 12:17:12 main:574] : INFO : Epoch 693 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 4064.11 ms [2020-12-19 12:17:16 main:574] : INFO : Epoch 694 | loss: 0.03125 | val_loss: 0.0312517 | Time: 4010.75 ms [2020-12-19 12:17:20 main:574] : INFO : Epoch 695 | loss: 0.0312507 | val_loss: 0.0312511 | Time: 3631.43 ms [2020-12-19 12:17:25 main:574] : INFO : Epoch 696 | loss: 0.0312504 | val_loss: 0.031252 | Time: 4484.35 ms [2020-12-19 12:17:28 main:574] : INFO : Epoch 697 | loss: 0.0312516 | val_loss: 0.031251 | Time: 3671.96 ms [2020-12-19 12:17:31 main:574] : INFO : Epoch 698 | loss: 0.0312511 | val_loss: 0.0312508 | Time: 2736.37 ms [2020-12-19 12:17:34 main:574] : INFO : Epoch 699 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 3020.03 ms [2020-12-19 12:17:37 main:574] : INFO : Epoch 700 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 2876.11 ms [2020-12-19 12:17:40 main:574] : INFO : Epoch 701 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 3107.44 ms [2020-12-19 12:17:44 main:574] : INFO : Epoch 702 | loss: 0.0312499 | val_loss: 0.031251 | Time: 3693.94 ms [2020-12-19 12:17:47 main:574] : INFO : Epoch 703 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 3262.89 ms [2020-12-19 12:17:50 main:574] : INFO : Epoch 704 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 2954.65 ms [2020-12-19 12:17:54 main:574] : INFO : Epoch 705 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 3504.17 ms [2020-12-19 12:17:57 main:574] : INFO : Epoch 706 | loss: 0.03125 | val_loss: 0.0312504 | Time: 3534.52 ms [2020-12-19 12:18:01 main:574] : INFO : Epoch 707 | loss: 0.0312499 | val_loss: 0.0312515 | Time: 3764.91 ms [2020-12-19 12:18:05 main:574] : INFO : Epoch 708 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 3766.45 ms [2020-12-19 12:18:09 main:574] : INFO : Epoch 709 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 4149.43 ms [2020-12-19 12:18:13 main:574] : INFO : Epoch 710 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 3700.64 ms [2020-12-19 12:18:17 main:574] : INFO : Epoch 711 | loss: 0.0312504 | val_loss: 0.0312529 | Time: 4366.22 ms [2020-12-19 12:18:20 main:574] : INFO : Epoch 712 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 2609.32 ms [2020-12-19 12:18:22 main:574] : INFO : Epoch 713 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 2565.6 ms [2020-12-19 12:18:25 main:574] : INFO : Epoch 714 | loss: 0.03125 | val_loss: 0.0312505 | Time: 2709.24 ms [2020-12-19 12:18:28 main:574] : INFO : Epoch 715 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 3270.69 ms [2020-12-19 12:18:32 main:574] : INFO : Epoch 716 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 3545.87 ms [2020-12-19 12:18:35 main:574] : INFO : Epoch 717 | loss: 0.0312504 | val_loss: 0.0312513 | Time: 3017.17 ms [2020-12-19 12:18:39 main:574] : INFO : Epoch 718 | loss: 0.0312507 | val_loss: 0.0312512 | Time: 3473.43 ms [2020-12-19 12:18:42 main:574] : INFO : Epoch 719 | loss: 0.0312508 | val_loss: 0.0312515 | Time: 3361.86 ms [2020-12-19 12:18:45 main:574] : INFO : Epoch 720 | loss: 0.0312512 | val_loss: 0.0312505 | Time: 2940.96 ms [2020-12-19 12:18:48 main:574] : INFO : Epoch 721 | loss: 0.0312516 | val_loss: 0.0312514 | Time: 2580.45 ms [2020-12-19 12:18:50 main:574] : INFO : Epoch 722 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 2727.74 ms [2020-12-19 12:18:54 main:574] : INFO : Epoch 723 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 3447.78 ms [2020-12-19 12:18:57 main:574] : INFO : Epoch 724 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 3294 ms [2020-12-19 12:19:00 main:574] : INFO : Epoch 725 | loss: 0.03125 | val_loss: 0.0312511 | Time: 2915.97 ms [2020-12-19 12:19:04 main:574] : INFO : Epoch 726 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 3697.38 ms [2020-12-19 12:19:07 main:574] : INFO : Epoch 727 | loss: 0.0312503 | val_loss: 0.0312512 | Time: 3326.11 ms [2020-12-19 12:19:10 main:574] : INFO : Epoch 728 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 3030.69 ms [2020-12-19 12:19:13 main:574] : INFO : Epoch 729 | loss: 0.0312499 | val_loss: 0.0312511 | Time: 2717.34 ms [2020-12-19 12:19:15 main:574] : INFO : Epoch 730 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 2356.03 ms [2020-12-19 12:19:19 main:574] : INFO : Epoch 731 | loss: 0.0312499 | val_loss: 0.031251 | Time: 3568.44 ms [2020-12-19 12:19:23 main:574] : INFO : Epoch 732 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 4496.41 ms [2020-12-19 12:19:28 main:574] : INFO : Epoch 733 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 4605.79 ms [2020-12-19 12:19:32 main:574] : INFO : Epoch 734 | loss: 0.0312504 | val_loss: 0.0312545 | Time: 4138.59 ms [2020-12-19 12:19:37 main:574] : INFO : Epoch 735 | loss: 0.0312514 | val_loss: 0.0312511 | Time: 4237.73 ms [2020-12-19 12:19:40 main:574] : INFO : Epoch 736 | loss: 0.0312506 | val_loss: 0.031251 | Time: 3123.33 ms [2020-12-19 12:19:42 main:574] : INFO : Epoch 737 | loss: 0.0312518 | val_loss: 0.0312531 | Time: 2720.36 ms [2020-12-19 12:19:45 main:574] : INFO : Epoch 738 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 2681.77 ms [2020-12-19 12:19:48 main:574] : INFO : Epoch 739 | loss: 0.03125 | val_loss: 0.0312552 | Time: 2576.16 ms [2020-12-19 12:19:50 main:574] : INFO : Epoch 740 | loss: 0.0312518 | val_loss: 0.0312538 | Time: 2622.08 ms [2020-12-19 12:19:54 main:574] : INFO : Epoch 741 | loss: 0.0312548 | val_loss: 0.0312532 | Time: 3740.95 ms [2020-12-19 12:19:57 main:574] : INFO : Epoch 742 | loss: 0.0312515 | val_loss: 0.0312515 | Time: 3152.33 ms [2020-12-19 12:20:00 main:574] : INFO : Epoch 743 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 3055.74 ms [2020-12-19 12:20:04 main:574] : INFO : Epoch 744 | loss: 0.03125 | val_loss: 0.0312507 | Time: 3419.8 ms [2020-12-19 12:20:07 main:574] : INFO : Epoch 745 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 3369.93 ms [2020-12-19 12:20:10 main:574] : INFO : Epoch 746 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 2731.32 ms [2020-12-19 12:20:13 main:574] : INFO : Epoch 747 | loss: 0.0312505 | val_loss: 0.031251 | Time: 2686.07 ms [2020-12-19 12:20:16 main:574] : INFO : Epoch 748 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 3093.39 ms [2020-12-19 12:20:19 main:574] : INFO : Epoch 749 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 3551.12 ms [2020-12-19 12:20:23 main:574] : INFO : Epoch 750 | loss: 0.0312497 | val_loss: 0.031251 | Time: 3333.39 ms [2020-12-19 12:20:28 main:574] : INFO : Epoch 751 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 4804.04 ms [2020-12-19 12:20:32 main:574] : INFO : Epoch 752 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 4285.47 ms [2020-12-19 12:20:36 main:574] : INFO : Epoch 753 | loss: 0.0312497 | val_loss: 0.0312514 | Time: 3610.56 ms [2020-12-19 12:20:40 main:574] : INFO : Epoch 754 | loss: 0.0312506 | val_loss: 0.0312511 | Time: 4432.79 ms [2020-12-19 12:20:44 main:574] : INFO : Epoch 755 | loss: 0.0312512 | val_loss: 0.0312521 | Time: 3667.37 ms [2020-12-19 12:20:47 main:574] : INFO : Epoch 756 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 3141.32 ms [2020-12-19 12:20:50 main:574] : INFO : Epoch 757 | loss: 0.03125 | val_loss: 0.0312508 | Time: 2655.75 ms [2020-12-19 12:20:52 main:574] : INFO : Epoch 758 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 2634.92 ms [2020-12-19 12:20:55 main:574] : INFO : Epoch 759 | loss: 0.0312498 | val_loss: 0.0312521 | Time: 2604.58 ms [2020-12-19 12:20:58 main:574] : INFO : Epoch 760 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 2788.22 ms [2020-12-19 12:21:01 main:574] : INFO : Epoch 761 | loss: 0.0312499 | val_loss: 0.0312513 | Time: 3503.87 ms [2020-12-19 12:21:05 main:574] : INFO : Epoch 762 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 3359.86 ms [2020-12-19 12:21:08 main:574] : INFO : Epoch 763 | loss: 0.0312497 | val_loss: 0.0312507 | Time: 3080.52 ms [2020-12-19 12:21:11 main:574] : INFO : Epoch 764 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 3779.16 ms [2020-12-19 12:21:16 main:574] : INFO : Epoch 765 | loss: 0.03125 | val_loss: 0.0312506 | Time: 3958.84 ms [2020-12-19 12:21:20 main:574] : INFO : Epoch 766 | loss: 0.0312496 | val_loss: 0.0312512 | Time: 4217.49 ms [2020-12-19 12:21:24 main:574] : INFO : Epoch 767 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 4374.81 ms [2020-12-19 12:21:28 main:574] : INFO : Epoch 768 | loss: 0.0312509 | val_loss: 0.0312518 | Time: 4037.22 ms [2020-12-19 12:21:32 main:574] : INFO : Epoch 769 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 4086.74 ms [2020-12-19 12:21:35 main:574] : INFO : Epoch 770 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 2675.23 ms [2020-12-19 12:21:38 main:574] : INFO : Epoch 771 | loss: 0.0312499 | val_loss: 0.0312521 | Time: 3207.7 ms [2020-12-19 12:21:41 main:574] : INFO : Epoch 772 | loss: 0.0312514 | val_loss: 0.0312508 | Time: 2705.71 ms [2020-12-19 12:21:44 main:574] : INFO : Epoch 773 | loss: 0.0312503 | val_loss: 0.0312512 | Time: 2926.34 ms [2020-12-19 12:21:47 main:574] : INFO : Epoch 774 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 3146.23 ms [2020-12-19 12:21:50 main:574] : INFO : Epoch 775 | loss: 0.0312498 | val_loss: 0.0312511 | Time: 3056.14 ms [2020-12-19 12:21:54 main:574] : INFO : Epoch 776 | loss: 0.03125 | val_loss: 0.0312509 | Time: 3307.02 ms [2020-12-19 12:21:57 main:574] : INFO : Epoch 777 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 3435.82 ms [2020-12-19 12:22:00 main:574] : INFO : Epoch 778 | loss: 0.0312498 | val_loss: 0.0312529 | Time: 3324.76 ms [2020-12-19 12:22:04 main:574] : INFO : Epoch 779 | loss: 0.031251 | val_loss: 0.0312503 | Time: 3478.22 ms [2020-12-19 12:22:07 main:574] : INFO : Epoch 780 | loss: 0.0312505 | val_loss: 0.0312514 | Time: 3004.05 ms [2020-12-19 12:22:10 main:574] : INFO : Epoch 781 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 2897.5 ms [2020-12-19 12:22:13 main:574] : INFO : Epoch 782 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 3286.74 ms [2020-12-19 12:22:17 main:574] : INFO : Epoch 783 | loss: 0.03125 | val_loss: 0.0312506 | Time: 3551.48 ms [2020-12-19 12:22:20 main:574] : INFO : Epoch 784 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 3284.3 ms [2020-12-19 12:22:23 main:574] : INFO : Epoch 785 | loss: 0.0312501 | val_loss: 0.0312515 | Time: 3268.8 ms [2020-12-19 12:22:27 main:574] : INFO : Epoch 786 | loss: 0.0312511 | val_loss: 0.031252 | Time: 3575.44 ms [2020-12-19 12:22:30 main:574] : INFO : Epoch 787 | loss: 0.0312503 | val_loss: 0.031251 | Time: 2945.99 ms [2020-12-19 12:22:34 main:574] : INFO : Epoch 788 | loss: 0.031251 | val_loss: 0.0312504 | Time: 3916.49 ms [2020-12-19 12:22:37 main:574] : INFO : Epoch 789 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 3550.01 ms [2020-12-19 12:22:42 main:574] : INFO : Epoch 790 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 4311.44 ms [2020-12-19 12:22:46 main:574] : INFO : Epoch 791 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 3968.69 ms [2020-12-19 12:22:50 main:574] : INFO : Epoch 792 | loss: 0.03125 | val_loss: 0.031251 | Time: 4106.3 ms [2020-12-19 12:22:53 main:574] : INFO : Epoch 793 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 3488.53 ms [2020-12-19 12:22:56 main:574] : INFO : Epoch 794 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 2828.28 ms [2020-12-19 12:22:59 main:574] : INFO : Epoch 795 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 3001 ms [2020-12-19 12:23:02 main:574] : INFO : Epoch 796 | loss: 0.0312517 | val_loss: 0.0312556 | Time: 2700.74 ms [2020-12-19 12:23:05 main:574] : INFO : Epoch 797 | loss: 0.0312514 | val_loss: 0.0312505 | Time: 2640.73 ms [2020-12-19 12:23:08 main:574] : INFO : Epoch 798 | loss: 0.03125 | val_loss: 0.031251 | Time: 3193.21 ms [2020-12-19 12:23:11 main:574] : INFO : Epoch 799 | loss: 0.0312498 | val_loss: 0.0312512 | Time: 3450.08 ms [2020-12-19 12:23:15 main:574] : INFO : Epoch 800 | loss: 0.0312503 | val_loss: 0.0312516 | Time: 3190.1 ms [2020-12-19 12:23:18 main:574] : INFO : Epoch 801 | loss: 0.03125 | val_loss: 0.0312505 | Time: 2993.57 ms [2020-12-19 12:23:21 main:574] : INFO : Epoch 802 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 3498.23 ms [2020-12-19 12:23:25 main:574] : INFO : Epoch 803 | loss: 0.031251 | val_loss: 0.0312509 | Time: 3435.75 ms [2020-12-19 12:23:28 main:574] : INFO : Epoch 804 | loss: 0.0312512 | val_loss: 0.031251 | Time: 2988.28 ms [2020-12-19 12:23:31 main:574] : INFO : Epoch 805 | loss: 0.0312504 | val_loss: 0.0312515 | Time: 3404.22 ms [2020-12-19 12:23:34 main:574] : INFO : Epoch 806 | loss: 0.0312499 | val_loss: 0.0312514 | Time: 3347.83 ms [2020-12-19 12:23:38 main:574] : INFO : Epoch 807 | loss: 0.0312509 | val_loss: 0.0312505 | Time: 3282.18 ms [2020-12-19 12:23:41 main:574] : INFO : Epoch 808 | loss: 0.0312503 | val_loss: 0.0312538 | Time: 3327.76 ms [2020-12-19 12:23:45 main:574] : INFO : Epoch 809 | loss: 0.0312518 | val_loss: 0.0312505 | Time: 3400.29 ms [2020-12-19 12:23:47 main:574] : INFO : Epoch 810 | loss: 0.0312509 | val_loss: 0.0312524 | Time: 2848.28 ms [2020-12-19 12:23:50 main:574] : INFO : Epoch 811 | loss: 0.0312512 | val_loss: 0.0312512 | Time: 2387.38 ms [2020-12-19 12:23:53 main:574] : INFO : Epoch 812 | loss: 0.0312499 | val_loss: 0.0312511 | Time: 2707.69 ms [2020-12-19 12:23:57 main:574] : INFO : Epoch 813 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 4730.01 ms [2020-12-19 12:24:02 main:574] : INFO : Epoch 814 | loss: 0.03125 | val_loss: 0.0312517 | Time: 4654.86 ms [2020-12-19 12:24:05 main:574] : INFO : Epoch 815 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 3280.02 ms [2020-12-19 12:24:10 main:574] : INFO : Epoch 816 | loss: 0.0312499 | val_loss: 0.031252 | Time: 4590.76 ms [2020-12-19 12:24:14 main:574] : INFO : Epoch 817 | loss: 0.0312504 | val_loss: 0.0312518 | Time: 3857.01 ms [2020-12-19 12:24:17 main:574] : INFO : Epoch 818 | loss: 0.0312512 | val_loss: 0.0312507 | Time: 2850.5 ms [2020-12-19 12:24:19 main:574] : INFO : Epoch 819 | loss: 0.0312504 | val_loss: 0.031251 | Time: 2677.25 ms [2020-12-19 12:24:22 main:574] : INFO : Epoch 820 | loss: 0.0312501 | val_loss: 0.031251 | Time: 2605.34 ms [2020-12-19 12:24:25 main:574] : INFO : Epoch 821 | loss: 0.0312513 | val_loss: 0.031255 | Time: 2615 ms [2020-12-19 12:24:27 main:574] : INFO : Epoch 822 | loss: 0.0312515 | val_loss: 0.0312504 | Time: 2749.35 ms [2020-12-19 12:24:30 main:574] : INFO : Epoch 823 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 2877.55 ms [2020-12-19 12:24:34 main:574] : INFO : Epoch 824 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 3509.37 ms [2020-12-19 12:24:37 main:574] : INFO : Epoch 825 | loss: 0.0312505 | val_loss: 0.0312527 | Time: 3197.2 ms [2020-12-19 12:24:40 main:574] : INFO : Epoch 826 | loss: 0.0312506 | val_loss: 0.0312536 | Time: 3011.91 ms [2020-12-19 12:24:44 main:574] : INFO : Epoch 827 | loss: 0.0312504 | val_loss: 0.0312519 | Time: 4230.99 ms [2020-12-19 12:24:48 main:574] : INFO : Epoch 828 | loss: 0.031251 | val_loss: 0.0312508 | Time: 3401.36 ms [2020-12-19 12:24:52 main:574] : INFO : Epoch 829 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 4336.95 ms [2020-12-19 12:24:56 main:574] : INFO : Epoch 830 | loss: 0.03125 | val_loss: 0.0312513 | Time: 3988.1 ms [2020-12-19 12:25:00 main:574] : INFO : Epoch 831 | loss: 0.0312498 | val_loss: 0.0312514 | Time: 3766.33 ms [2020-12-19 12:25:04 main:574] : INFO : Epoch 832 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 3977.89 ms [2020-12-19 12:25:07 main:574] : INFO : Epoch 833 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 3385.65 ms [2020-12-19 12:25:11 main:574] : INFO : Epoch 834 | loss: 0.0312501 | val_loss: 0.0312512 | Time: 3806.76 ms [2020-12-19 12:25:15 main:574] : INFO : Epoch 835 | loss: 0.0312524 | val_loss: 0.0312528 | Time: 3510.71 ms [2020-12-19 12:25:18 main:574] : INFO : Epoch 836 | loss: 0.0312508 | val_loss: 0.031251 | Time: 3362.63 ms [2020-12-19 12:25:22 main:574] : INFO : Epoch 837 | loss: 0.03125 | val_loss: 0.0312504 | Time: 3648.56 ms [2020-12-19 12:25:25 main:574] : INFO : Epoch 838 | loss: 0.031251 | val_loss: 0.0312511 | Time: 3025.91 ms [2020-12-19 12:25:29 main:574] : INFO : Epoch 839 | loss: 0.0312504 | val_loss: 0.0312513 | Time: 3542.46 ms [2020-12-19 12:25:33 main:574] : INFO : Epoch 840 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 4056.44 ms [2020-12-19 12:25:37 main:574] : INFO : Epoch 841 | loss: 0.0312513 | val_loss: 0.0312539 | Time: 4536.79 ms [2020-12-19 12:25:41 main:574] : INFO : Epoch 842 | loss: 0.0312511 | val_loss: 0.0312509 | Time: 4098.49 ms [2020-12-19 12:25:45 main:574] : INFO : Epoch 843 | loss: 0.0312507 | val_loss: 0.0312518 | Time: 3791.53 ms [2020-12-19 12:25:50 main:574] : INFO : Epoch 844 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 4488.47 ms [2020-12-19 12:25:53 main:574] : INFO : Epoch 845 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 3713.32 ms [2020-12-19 12:25:57 main:574] : INFO : Epoch 846 | loss: 0.0312502 | val_loss: 0.0312549 | Time: 3713.01 ms [2020-12-19 12:26:00 main:574] : INFO : Epoch 847 | loss: 0.0312512 | val_loss: 0.0312512 | Time: 2875.77 ms [2020-12-19 12:26:03 main:574] : INFO : Epoch 848 | loss: 0.0312508 | val_loss: 0.0312523 | Time: 3323.78 ms [2020-12-19 12:26:07 main:574] : INFO : Epoch 849 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 3640.03 ms [2020-12-19 12:26:10 main:574] : INFO : Epoch 850 | loss: 0.0312505 | val_loss: 0.031252 | Time: 3085.67 ms [2020-12-19 12:26:14 main:574] : INFO : Epoch 851 | loss: 0.0312515 | val_loss: 0.0312511 | Time: 3415.99 ms [2020-12-19 12:26:17 main:574] : INFO : Epoch 852 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 3420.75 ms [2020-12-19 12:26:21 main:574] : INFO : Epoch 853 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 3616.94 ms [2020-12-19 12:26:24 main:574] : INFO : Epoch 854 | loss: 0.0312505 | val_loss: 0.0312519 | Time: 3656.97 ms [2020-12-19 12:26:28 main:574] : INFO : Epoch 855 | loss: 0.03125 | val_loss: 0.0312506 | Time: 3055.07 ms [2020-12-19 12:26:31 main:574] : INFO : Epoch 856 | loss: 0.0312503 | val_loss: 0.0312526 | Time: 3179.87 ms [2020-12-19 12:26:35 main:574] : INFO : Epoch 857 | loss: 0.0312507 | val_loss: 0.0312523 | Time: 3769.49 ms [2020-12-19 12:26:38 main:574] : INFO : Epoch 858 | loss: 0.0312501 | val_loss: 0.031251 | Time: 3728.61 ms [2020-12-19 12:26:42 main:574] : INFO : Epoch 859 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 4009.29 ms [2020-12-19 12:26:47 main:574] : INFO : Epoch 860 | loss: 0.0312505 | val_loss: 0.0312516 | Time: 4467.53 ms [2020-12-19 12:26:50 main:574] : INFO : Epoch 861 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 3313.29 ms [2020-12-19 12:26:55 main:574] : INFO : Epoch 862 | loss: 0.0312501 | val_loss: 0.0312512 | Time: 4296.69 ms [2020-12-19 12:26:58 main:574] : INFO : Epoch 863 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 3607.72 ms [2020-12-19 12:27:02 main:574] : INFO : Epoch 864 | loss: 0.03125 | val_loss: 0.0312509 | Time: 3693.64 ms [2020-12-19 12:27:05 main:574] : INFO : Epoch 865 | loss: 0.0312499 | val_loss: 0.0312542 | Time: 3013.48 ms [2020-12-19 12:27:08 main:574] : INFO : Epoch 866 | loss: 0.0312521 | val_loss: 0.0312502 | Time: 3145.96 ms [2020-12-19 12:27:12 main:574] : INFO : Epoch 867 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 3838.4 ms [2020-12-19 12:27:15 main:574] : INFO : Epoch 868 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 3179.46 ms [2020-12-19 12:27:19 main:574] : INFO : Epoch 869 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 4158.32 ms [2020-12-19 12:27:22 main:574] : INFO : Epoch 870 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 2963.28 ms [2020-12-19 12:27:25 main:574] : INFO : Epoch 871 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 2841.97 ms [2020-12-19 12:27:29 main:574] : INFO : Epoch 872 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 4178.05 ms [2020-12-19 12:27:32 main:574] : INFO : Epoch 873 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 2895.3 ms [2020-12-19 12:27:36 main:574] : INFO : Epoch 874 | loss: 0.0312502 | val_loss: 0.0312517 | Time: 3297.86 ms [2020-12-19 12:27:39 main:574] : INFO : Epoch 875 | loss: 0.0312499 | val_loss: 0.0312521 | Time: 3406.2 ms [2020-12-19 12:27:43 main:574] : INFO : Epoch 876 | loss: 0.0312508 | val_loss: 0.0312515 | Time: 3367.85 ms [2020-12-19 12:27:46 main:574] : INFO : Epoch 877 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 3076.87 ms [2020-12-19 12:27:49 main:574] : INFO : Epoch 878 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 3758.59 ms [2020-12-19 12:27:52 main:574] : INFO : Epoch 879 | loss: 0.0312497 | val_loss: 0.0312522 | Time: 2879.15 ms [2020-12-19 12:27:56 main:574] : INFO : Epoch 880 | loss: 0.0312505 | val_loss: 0.0312521 | Time: 3500.26 ms [2020-12-19 12:28:00 main:574] : INFO : Epoch 881 | loss: 0.0312544 | val_loss: 0.031252 | Time: 4282.82 ms [2020-12-19 12:28:05 main:574] : INFO : Epoch 882 | loss: 0.0312517 | val_loss: 0.0312508 | Time: 4320.23 ms [2020-12-19 12:28:09 main:574] : INFO : Epoch 883 | loss: 0.0312511 | val_loss: 0.031251 | Time: 4011.99 ms [2020-12-19 12:28:12 main:574] : INFO : Epoch 884 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 3730.96 ms [2020-12-19 12:28:16 main:574] : INFO : Epoch 885 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 4044.98 ms [2020-12-19 12:28:20 main:574] : INFO : Epoch 886 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 3391.86 ms [2020-12-19 12:28:23 main:574] : INFO : Epoch 887 | loss: 0.0312501 | val_loss: 0.0312512 | Time: 3056.38 ms [2020-12-19 12:28:27 main:574] : INFO : Epoch 888 | loss: 0.0312499 | val_loss: 0.0312514 | Time: 3623.61 ms [2020-12-19 12:28:30 main:574] : INFO : Epoch 889 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 3046.15 ms [2020-12-19 12:28:33 main:574] : INFO : Epoch 890 | loss: 0.0312499 | val_loss: 0.0312511 | Time: 3603.9 ms [2020-12-19 12:28:38 main:574] : INFO : Epoch 891 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 4061.1 ms [2020-12-19 12:28:41 main:574] : INFO : Epoch 892 | loss: 0.0312507 | val_loss: 0.0312508 | Time: 3214.71 ms [2020-12-19 12:28:44 main:574] : INFO : Epoch 893 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 3665.37 ms [2020-12-19 12:28:48 main:574] : INFO : Epoch 894 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 3132.07 ms [2020-12-19 12:28:51 main:574] : INFO : Epoch 895 | loss: 0.03125 | val_loss: 0.0312514 | Time: 3380.02 ms [2020-12-19 12:28:55 main:574] : INFO : Epoch 896 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 3454.31 ms [2020-12-19 12:28:57 main:574] : INFO : Epoch 897 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 2957.43 ms [2020-12-19 12:29:01 main:574] : INFO : Epoch 898 | loss: 0.031251 | val_loss: 0.031253 | Time: 3068.73 ms [2020-12-19 12:29:05 main:574] : INFO : Epoch 899 | loss: 0.0312512 | val_loss: 0.031255 | Time: 4315.66 ms [2020-12-19 12:29:09 main:574] : INFO : Epoch 900 | loss: 0.0312521 | val_loss: 0.0312522 | Time: 4306.21 ms [2020-12-19 12:29:13 main:574] : INFO : Epoch 901 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 3482.73 ms [2020-12-19 12:29:17 main:574] : INFO : Epoch 902 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 4204.54 ms [2020-12-19 12:29:21 main:574] : INFO : Epoch 903 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 3770.12 ms [2020-12-19 12:29:25 main:574] : INFO : Epoch 904 | loss: 0.0312507 | val_loss: 0.0312525 | Time: 3763.9 ms [2020-12-19 12:29:28 main:574] : INFO : Epoch 905 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 2865.63 ms [2020-12-19 12:29:31 main:574] : INFO : Epoch 906 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 3272.38 ms [2020-12-19 12:29:34 main:574] : INFO : Epoch 907 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 3550.13 ms [2020-12-19 12:29:39 main:574] : INFO : Epoch 908 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 4116.71 ms [2020-12-19 12:29:42 main:574] : INFO : Epoch 909 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 3432.92 ms [2020-12-19 12:29:45 main:574] : INFO : Epoch 910 | loss: 0.03125 | val_loss: 0.0312511 | Time: 2863.17 ms [2020-12-19 12:29:48 main:574] : INFO : Epoch 911 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 3291.58 ms [2020-12-19 12:29:52 main:574] : INFO : Epoch 912 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 3751.27 ms [2020-12-19 12:29:55 main:574] : INFO : Epoch 913 | loss: 0.0312497 | val_loss: 0.0312512 | Time: 2948.38 ms [2020-12-19 12:29:59 main:574] : INFO : Epoch 914 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 3429.98 ms [2020-12-19 12:30:02 main:574] : INFO : Epoch 915 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 3467.02 ms [2020-12-19 12:30:05 main:574] : INFO : Epoch 916 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 2919.58 ms [2020-12-19 12:30:09 main:574] : INFO : Epoch 917 | loss: 0.0312497 | val_loss: 0.0312511 | Time: 3677.23 ms [2020-12-19 12:30:12 main:574] : INFO : Epoch 918 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 3354.33 ms [2020-12-19 12:30:16 main:574] : INFO : Epoch 919 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 3513.11 ms [2020-12-19 12:30:19 main:574] : INFO : Epoch 920 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 3401.73 ms [2020-12-19 12:30:23 main:574] : INFO : Epoch 921 | loss: 0.0312505 | val_loss: 0.0312514 | Time: 3573.86 ms [2020-12-19 12:30:27 main:574] : INFO : Epoch 922 | loss: 0.0312502 | val_loss: 0.0312517 | Time: 4379.78 ms [2020-12-19 12:30:31 main:574] : INFO : Epoch 923 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 3550.26 ms [2020-12-19 12:30:35 main:574] : INFO : Epoch 924 | loss: 0.0312498 | val_loss: 0.0312511 | Time: 4648.68 ms [2020-12-19 12:30:40 main:574] : INFO : Epoch 925 | loss: 0.0312501 | val_loss: 0.0312512 | Time: 4179.3 ms [2020-12-19 12:30:44 main:574] : INFO : Epoch 926 | loss: 0.0312501 | val_loss: 0.0312518 | Time: 3859.57 ms [2020-12-19 12:30:47 main:574] : INFO : Epoch 927 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 3533.22 ms [2020-12-19 12:30:50 main:574] : INFO : Epoch 928 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 3021.82 ms [2020-12-19 12:30:53 main:574] : INFO : Epoch 929 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 3298.69 ms [2020-12-19 12:30:57 main:574] : INFO : Epoch 930 | loss: 0.0312518 | val_loss: 0.0312522 | Time: 3673.35 ms [2020-12-19 12:31:00 main:574] : INFO : Epoch 931 | loss: 0.0312505 | val_loss: 0.0312525 | Time: 3117.55 ms [2020-12-19 12:31:04 main:574] : INFO : Epoch 932 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 3478.82 ms [2020-12-19 12:31:07 main:574] : INFO : Epoch 933 | loss: 0.0312508 | val_loss: 0.0312511 | Time: 3391.95 ms [2020-12-19 12:31:10 main:574] : INFO : Epoch 934 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 2917.41 ms [2020-12-19 12:31:14 main:574] : INFO : Epoch 935 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 3907.49 ms [2020-12-19 12:31:17 main:574] : INFO : Epoch 936 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 3065.51 ms [2020-12-19 12:31:21 main:574] : INFO : Epoch 937 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 3447.7 ms [2020-12-19 12:31:25 main:574] : INFO : Epoch 938 | loss: 0.0312505 | val_loss: 0.031251 | Time: 3928.08 ms [2020-12-19 12:31:29 main:574] : INFO : Epoch 939 | loss: 0.0312499 | val_loss: 0.0312513 | Time: 3909.46 ms [2020-12-19 12:31:33 main:574] : INFO : Epoch 940 | loss: 0.0312516 | val_loss: 0.0312518 | Time: 3989.53 ms [2020-12-19 12:31:37 main:574] : INFO : Epoch 941 | loss: 0.031251 | val_loss: 0.031251 | Time: 4820.78 ms [2020-12-19 12:31:42 main:574] : INFO : Epoch 942 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 4416.09 ms [2020-12-19 12:31:46 main:574] : INFO : Epoch 943 | loss: 0.0312498 | val_loss: 0.0312515 | Time: 3790.33 ms [2020-12-19 12:31:50 main:574] : INFO : Epoch 944 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 3869.82 ms [2020-12-19 12:31:53 main:574] : INFO : Epoch 945 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 3044.73 ms [2020-12-19 12:31:56 main:574] : INFO : Epoch 946 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 3247.41 ms [2020-12-19 12:32:00 main:574] : INFO : Epoch 947 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 3540.64 ms [2020-12-19 12:32:03 main:574] : INFO : Epoch 948 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 3051.06 ms [2020-12-19 12:32:06 main:574] : INFO : Epoch 949 | loss: 0.0312505 | val_loss: 0.031252 | Time: 3274.88 ms [2020-12-19 12:32:10 main:574] : INFO : Epoch 950 | loss: 0.0312501 | val_loss: 0.0312512 | Time: 3633.76 ms [2020-12-19 12:32:13 main:574] : INFO : Epoch 951 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 2903.81 ms [2020-12-19 12:32:16 main:574] : INFO : Epoch 952 | loss: 0.03125 | val_loss: 0.0312509 | Time: 3571.09 ms [2020-12-19 12:32:20 main:574] : INFO : Epoch 953 | loss: 0.0312503 | val_loss: 0.0312552 | Time: 3960.35 ms [2020-12-19 12:32:25 main:574] : INFO : Epoch 954 | loss: 0.0312509 | val_loss: 0.0312521 | Time: 4384.15 ms [2020-12-19 12:32:28 main:574] : INFO : Epoch 955 | loss: 0.0312506 | val_loss: 0.0312512 | Time: 3749.36 ms [2020-12-19 12:32:32 main:574] : INFO : Epoch 956 | loss: 0.0312511 | val_loss: 0.03125 | Time: 3919.37 ms [2020-12-19 12:32:37 main:574] : INFO : Epoch 957 | loss: 0.0312516 | val_loss: 0.0312534 | Time: 4372.97 ms [2020-12-19 12:32:40 main:574] : INFO : Epoch 958 | loss: 0.0312599 | val_loss: 0.0312602 | Time: 3163.01 ms [2020-12-19 12:32:43 main:574] : INFO : Epoch 959 | loss: 0.0312539 | val_loss: 0.0312539 | Time: 2969.83 ms [2020-12-19 12:32:46 main:574] : INFO : Epoch 960 | loss: 0.0312513 | val_loss: 0.031251 | Time: 3472.09 ms [2020-12-19 12:32:50 main:574] : INFO : Epoch 961 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 3296.77 ms [2020-12-19 12:32:53 main:574] : INFO : Epoch 962 | loss: 0.0312508 | val_loss: 0.031252 | Time: 3139.31 ms [2020-12-19 12:32:56 main:574] : INFO : Epoch 963 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 3518.72 ms [2020-12-19 12:33:00 main:574] : INFO : Epoch 964 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 3262.97 ms [2020-12-19 12:33:03 main:574] : INFO : Epoch 965 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 3484.99 ms [2020-12-19 12:33:08 main:574] : INFO : Epoch 966 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 4156.52 ms [2020-12-19 12:33:12 main:574] : INFO : Epoch 967 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 4233.44 ms [2020-12-19 12:33:15 main:574] : INFO : Epoch 968 | loss: 0.0312497 | val_loss: 0.031251 | Time: 3661.06 ms [2020-12-19 12:33:20 main:574] : INFO : Epoch 969 | loss: 0.03125 | val_loss: 0.0312504 | Time: 4278.37 ms [2020-12-19 12:33:24 main:574] : INFO : Epoch 970 | loss: 0.0312498 | val_loss: 0.031252 | Time: 3737.62 ms [2020-12-19 12:33:28 main:574] : INFO : Epoch 971 | loss: 0.0312512 | val_loss: 0.0312515 | Time: 3968.85 ms [2020-12-19 12:33:31 main:574] : INFO : Epoch 972 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 3226.84 ms [2020-12-19 12:33:34 main:574] : INFO : Epoch 973 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 3588.66 ms [2020-12-19 12:33:37 main:574] : INFO : Epoch 974 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 2885.85 ms [2020-12-19 12:33:40 main:574] : INFO : Epoch 975 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 2907.17 ms [2020-12-19 12:33:44 main:574] : INFO : Epoch 976 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 3656.6 ms [2020-12-19 12:33:47 main:574] : INFO : Epoch 977 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 3210.51 ms [2020-12-19 12:33:50 main:574] : INFO : Epoch 978 | loss: 0.0312499 | val_loss: 0.0312513 | Time: 2938.62 ms [2020-12-19 12:33:54 main:574] : INFO : Epoch 979 | loss: 0.03125 | val_loss: 0.0312506 | Time: 3611.29 ms [2020-12-19 12:33:58 main:574] : INFO : Epoch 980 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 3741.97 ms [2020-12-19 12:34:02 main:574] : INFO : Epoch 981 | loss: 0.0312498 | val_loss: 0.0312511 | Time: 3934.02 ms [2020-12-19 12:34:05 main:574] : INFO : Epoch 982 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 3376.35 ms [2020-12-19 12:34:08 main:574] : INFO : Epoch 983 | loss: 0.0312499 | val_loss: 0.0312512 | Time: 3066.93 ms [2020-12-19 12:34:12 main:574] : INFO : Epoch 984 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 3496.43 ms [2020-12-19 12:34:15 main:574] : INFO : Epoch 985 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 3116.45 ms [2020-12-19 12:34:18 main:574] : INFO : Epoch 986 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 2910.91 ms [2020-12-19 12:34:22 main:574] : INFO : Epoch 987 | loss: 0.0312506 | val_loss: 0.031253 | Time: 3788.13 ms [2020-12-19 12:34:25 main:574] : INFO : Epoch 988 | loss: 0.0312506 | val_loss: 0.0312517 | Time: 3510.07 ms [2020-12-19 12:34:30 main:574] : INFO : Epoch 989 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 4667.79 ms [2020-12-19 12:34:34 main:574] : INFO : Epoch 990 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 3880.11 ms [2020-12-19 12:34:38 main:574] : INFO : Epoch 991 | loss: 0.0312497 | val_loss: 0.0312508 | Time: 4001.44 ms [2020-12-19 12:34:42 main:574] : INFO : Epoch 992 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 4414.29 ms [2020-12-19 12:34:46 main:574] : INFO : Epoch 993 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 3850.26 ms [2020-12-19 12:34:50 main:574] : INFO : Epoch 994 | loss: 0.03125 | val_loss: 0.0312503 | Time: 3583.27 ms [2020-12-19 12:34:53 main:574] : INFO : Epoch 995 | loss: 0.0312504 | val_loss: 0.0312513 | Time: 2971.14 ms [2020-12-19 12:34:56 main:574] : INFO : Epoch 996 | loss: 0.0312504 | val_loss: 0.0312519 | Time: 3285.35 ms [2020-12-19 12:34:59 main:574] : INFO : Epoch 997 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 3361.3 ms [2020-12-19 12:35:03 main:574] : INFO : Epoch 998 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 3067.37 ms [2020-12-19 12:35:06 main:574] : INFO : Epoch 999 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 3416.46 ms [2020-12-19 12:35:10 main:574] : INFO : Epoch 1000 | loss: 0.03125 | val_loss: 0.0312503 | Time: 3577.7 ms [2020-12-19 12:35:13 main:574] : INFO : Epoch 1001 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 2942.8 ms [2020-12-19 12:35:15 main:574] : INFO : Epoch 1002 | loss: 0.03125 | val_loss: 0.0312525 | Time: 2926.73 ms [2020-12-19 12:35:19 main:574] : INFO : Epoch 1003 | loss: 0.0312513 | val_loss: 0.0312508 | Time: 3932.16 ms [2020-12-19 12:35:22 main:574] : INFO : Epoch 1004 | loss: 0.0312501 | val_loss: 0.0312514 | Time: 3018.6 ms [2020-12-19 12:35:26 main:574] : INFO : Epoch 1005 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 3962.96 ms [2020-12-19 12:35:30 main:574] : INFO : Epoch 1006 | loss: 0.0312498 | val_loss: 0.031251 | Time: 3543.49 ms [2020-12-19 12:35:33 main:574] : INFO : Epoch 1007 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 3114.05 ms [2020-12-19 12:35:37 main:574] : INFO : Epoch 1008 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 3833.6 ms [2020-12-19 12:35:40 main:574] : INFO : Epoch 1009 | loss: 0.03125 | val_loss: 0.0312514 | Time: 2845.67 ms [2020-12-19 12:35:43 main:574] : INFO : Epoch 1010 | loss: 0.0312501 | val_loss: 0.0312517 | Time: 3083.16 ms [2020-12-19 12:35:47 main:574] : INFO : Epoch 1011 | loss: 0.03125 | val_loss: 0.0312509 | Time: 3836.74 ms [2020-12-19 12:35:51 main:574] : INFO : Epoch 1012 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 3948.07 ms [2020-12-19 12:35:55 main:574] : INFO : Epoch 1013 | loss: 0.03125 | val_loss: 0.0312507 | Time: 3941.19 ms [2020-12-19 12:35:59 main:574] : INFO : Epoch 1014 | loss: 0.03125 | val_loss: 0.0312508 | Time: 4148.3 ms [2020-12-19 12:36:03 main:574] : INFO : Epoch 1015 | loss: 0.0312499 | val_loss: 0.0312535 | Time: 3671.94 ms [2020-12-19 12:36:07 main:574] : INFO : Epoch 1016 | loss: 0.0312514 | val_loss: 0.0312506 | Time: 4553.87 ms [2020-12-19 12:36:11 main:574] : INFO : Epoch 1017 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 3314.78 ms [2020-12-19 12:36:14 main:574] : INFO : Epoch 1018 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 3519.91 ms [2020-12-19 12:36:17 main:574] : INFO : Epoch 1019 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 3152.93 ms [2020-12-19 12:36:20 main:574] : INFO : Epoch 1020 | loss: 0.0312502 | val_loss: 0.0312523 | Time: 2898.66 ms [2020-12-19 12:36:24 main:574] : INFO : Epoch 1021 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 3865.19 ms [2020-12-19 12:36:27 main:574] : INFO : Epoch 1022 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 3121.51 ms [2020-12-19 12:36:30 main:574] : INFO : Epoch 1023 | loss: 0.03125 | val_loss: 0.0312506 | Time: 2875 ms [2020-12-19 12:36:34 main:574] : INFO : Epoch 1024 | loss: 0.03125 | val_loss: 0.0312511 | Time: 3754.71 ms [2020-12-19 12:36:34 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312511 [2020-12-19 12:36:34 main:603] : INFO : Saving end state to config to file [2020-12-19 12:36:34 main:608] : INFO : Success, exiting.. 12:36:34 (9900): called boinc_finish(0) </stderr_txt> 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©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)