Task 3771063
| Name | ParityModified-1605151046-29341-13_1 |
| Workunit | 1871907 |
| Created | 22 Jan 2021, 6:59:06 UTC |
| Sent | 22 Jan 2021, 7:53:16 UTC |
| Report deadline | 29 Jan 2021, 7:53:16 UTC |
| Received | 22 Jan 2021, 12:58:10 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2876 |
| Run time | 45 min 23 sec |
| CPU time | 40 min 42 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 11,344.54 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.71 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> ain:574] : INFO : Epoch 513 | loss: 0.0312513 | val_loss: 0.0312502 | Time: 2609.16 ms [2021-01-22 04:12:38 main:574] : INFO : Epoch 514 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2528.37 ms [2021-01-22 04:12:41 main:574] : INFO : Epoch 515 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 2558.62 ms [2021-01-22 04:12:43 main:574] : INFO : Epoch 516 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 2594.89 ms [2021-01-22 04:12:46 main:574] : INFO : Epoch 517 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 2538.94 ms [2021-01-22 04:12:48 main:574] : INFO : Epoch 518 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 2596.18 ms [2021-01-22 04:12:51 main:574] : INFO : Epoch 519 | loss: 0.0312515 | val_loss: 0.0312511 | Time: 2558.11 ms [2021-01-22 04:12:54 main:574] : INFO : Epoch 520 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 2533.75 ms [2021-01-22 04:12:56 main:574] : INFO : Epoch 521 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 2531.17 ms [2021-01-22 04:12:59 main:574] : INFO : Epoch 522 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 2588.6 ms [2021-01-22 04:13:02 main:574] : INFO : Epoch 523 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 2610.26 ms [2021-01-22 04:13:04 main:574] : INFO : Epoch 524 | loss: 0.0312515 | val_loss: 0.0312533 | Time: 2633.62 ms [2021-01-22 04:13:07 main:574] : INFO : Epoch 525 | loss: 0.031251 | val_loss: 0.0312509 | Time: 2579.63 ms [2021-01-22 04:13:10 main:574] : INFO : Epoch 526 | loss: 0.0312519 | val_loss: 0.0312576 | Time: 2567.13 ms [2021-01-22 04:13:12 main:574] : INFO : Epoch 527 | loss: 0.0312527 | val_loss: 0.0312501 | Time: 2626.73 ms [2021-01-22 04:13:15 main:574] : INFO : Epoch 528 | loss: 0.0312518 | val_loss: 0.0312537 | Time: 2573.97 ms [2021-01-22 04:13:17 main:574] : INFO : Epoch 529 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 2530.94 ms [2021-01-22 04:13:20 main:574] : INFO : Epoch 530 | loss: 0.03125 | val_loss: 0.0312503 | Time: 2596.2 ms [2021-01-22 04:13:23 main:574] : INFO : Epoch 531 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2599.84 ms [2021-01-22 04:13:25 main:574] : INFO : Epoch 532 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 2585.16 ms [2021-01-22 04:13:28 main:574] : INFO : Epoch 533 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 2533.29 ms [2021-01-22 04:13:31 main:574] : INFO : Epoch 534 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 2531.8 ms [2021-01-22 04:13:33 main:574] : INFO : Epoch 535 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 2602.18 ms [2021-01-22 04:13:36 main:574] : INFO : Epoch 536 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 2547.4 ms [2021-01-22 04:13:39 main:574] : INFO : Epoch 537 | loss: 0.0312518 | val_loss: 0.0312502 | Time: 2589.25 ms [2021-01-22 04:13:41 main:574] : INFO : Epoch 538 | loss: 0.0312516 | val_loss: 0.0312518 | Time: 2545.95 ms [2021-01-22 04:13:44 main:574] : INFO : Epoch 539 | loss: 0.031251 | val_loss: 0.0312502 | Time: 2566.83 ms [2021-01-22 04:13:46 main:574] : INFO : Epoch 540 | loss: 0.0312503 | val_loss: 0.031251 | Time: 2553.15 ms [2021-01-22 04:13:49 main:574] : INFO : Epoch 541 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2612.28 ms [2021-01-22 04:13:52 main:574] : INFO : Epoch 542 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2603.41 ms [2021-01-22 04:13:54 main:574] : INFO : Epoch 543 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 2622.01 ms [2021-01-22 04:13:57 main:574] : INFO : Epoch 544 | loss: 0.0312501 | val_loss: 0.0312514 | Time: 2533.04 ms [2021-01-22 04:14:00 main:574] : INFO : Epoch 545 | loss: 0.03125 | val_loss: 0.0312511 | Time: 2565.28 ms [2021-01-22 04:14:02 main:574] : INFO : Epoch 546 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 2532.81 ms [2021-01-22 04:14:05 main:574] : INFO : Epoch 547 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 2585.91 ms [2021-01-22 04:14:07 main:574] : INFO : Epoch 548 | loss: 0.03125 | val_loss: 0.0312516 | Time: 2603.16 ms [2021-01-22 04:14:10 main:574] : INFO : Epoch 549 | loss: 0.031251 | val_loss: 0.0312501 | Time: 2574.08 ms [2021-01-22 04:14:13 main:574] : INFO : Epoch 550 | loss: 0.031251 | val_loss: 0.0312526 | Time: 2551.62 ms [2021-01-22 04:14:15 main:574] : INFO : Epoch 551 | loss: 0.0312506 | val_loss: 0.0312514 | Time: 2576.43 ms [2021-01-22 04:14:18 main:574] : INFO : Epoch 552 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 2578.89 ms [2021-01-22 04:14:21 main:574] : INFO : Epoch 553 | loss: 0.0312507 | val_loss: 0.031253 | Time: 2640.1 ms [2021-01-22 04:14:23 main:574] : INFO : Epoch 554 | loss: 0.0312511 | val_loss: 0.0312508 | Time: 2596.6 ms [2021-01-22 04:14:26 main:574] : INFO : Epoch 555 | loss: 0.0312514 | val_loss: 0.031252 | Time: 2553.01 ms [2021-01-22 04:14:28 main:574] : INFO : Epoch 556 | loss: 0.0312509 | val_loss: 0.0312516 | Time: 2581.09 ms [2021-01-22 04:14:31 main:574] : INFO : Epoch 557 | loss: 0.0312518 | val_loss: 0.0312503 | Time: 2592.72 ms [2021-01-22 04:14:34 main:574] : INFO : Epoch 558 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 2589.69 ms [2021-01-22 04:14:36 main:574] : INFO : Epoch 559 | loss: 0.03125 | val_loss: 0.0312512 | Time: 2566.84 ms [2021-01-22 04:14:39 main:574] : INFO : Epoch 560 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2589.7 ms [2021-01-22 04:14:42 main:574] : INFO : Epoch 561 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 2530.86 ms [2021-01-22 04:14:44 main:574] : INFO : Epoch 562 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 2578.67 ms [2021-01-22 04:14:47 main:574] : INFO : Epoch 563 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 2620.77 ms [2021-01-22 04:14:50 main:574] : INFO : Epoch 564 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 2593.4 ms [2021-01-22 04:14:52 main:574] : INFO : Epoch 565 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 2608.37 ms [2021-01-22 04:14:55 main:574] : INFO : Epoch 566 | loss: 0.0312505 | val_loss: 0.03125 | Time: 2590.6 ms [2021-01-22 04:14:58 main:574] : INFO : Epoch 567 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2596.84 ms [2021-01-22 04:15:00 main:574] : INFO : Epoch 568 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 2576.15 ms [2021-01-22 04:15:03 main:574] : INFO : Epoch 569 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 2609.85 ms [2021-01-22 04:15:06 main:574] : INFO : Epoch 570 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2598.45 ms [2021-01-22 04:15:08 main:574] : INFO : Epoch 571 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 2592.6 ms [2021-01-22 04:15:11 main:574] : INFO : Epoch 572 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 2554.86 ms [2021-01-22 04:15:13 main:574] : INFO : Epoch 573 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 2561.86 ms [2021-01-22 04:15:16 main:574] : INFO : Epoch 574 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 2590.15 ms [2021-01-22 04:15:19 main:574] : INFO : Epoch 575 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 2641.55 ms [2021-01-22 04:15:21 main:574] : INFO : Epoch 576 | loss: 0.0312509 | val_loss: 0.0312506 | Time: 2546.67 ms [2021-01-22 04:15:24 main:574] : INFO : Epoch 577 | loss: 0.0312511 | val_loss: 0.0312511 | Time: 2555.53 ms [2021-01-22 04:15:27 main:574] : INFO : Epoch 578 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 2534.94 ms [2021-01-22 04:15:29 main:574] : INFO : Epoch 579 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 2637.98 ms [2021-01-22 04:15:32 main:574] : INFO : Epoch 580 | loss: 0.0312509 | val_loss: 0.0312522 | Time: 2586.81 ms [2021-01-22 04:15:35 main:574] : INFO : Epoch 581 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 2594.78 ms [2021-01-22 04:15:37 main:574] : INFO : Epoch 582 | loss: 0.03125 | val_loss: 0.0312503 | Time: 2557.75 ms [2021-01-22 04:15:40 main:574] : INFO : Epoch 583 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 2560.61 ms [2021-01-22 04:15:43 main:574] : INFO : Epoch 584 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 2532.04 ms [2021-01-22 04:15:45 main:574] : INFO : Epoch 585 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 2615.89 ms [2021-01-22 04:15:48 main:574] : INFO : Epoch 586 | loss: 0.0312507 | val_loss: 0.0312509 | Time: 2604.23 ms [2021-01-22 04:15:50 main:574] : INFO : Epoch 587 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 2530.06 ms [2021-01-22 04:15:53 main:574] : INFO : Epoch 588 | loss: 0.0312503 | val_loss: 0.0312524 | Time: 2577.11 ms [2021-01-22 04:15:56 main:574] : INFO : Epoch 589 | loss: 0.0312505 | val_loss: 0.0312515 | Time: 2550.57 ms [2021-01-22 04:15:58 main:574] : INFO : Epoch 590 | loss: 0.0312515 | val_loss: 0.0312519 | Time: 2530.19 ms [2021-01-22 04:16:01 main:574] : INFO : Epoch 591 | loss: 0.0312513 | val_loss: 0.0312529 | Time: 2530.56 ms [2021-01-22 04:16:03 main:574] : INFO : Epoch 592 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 2605.23 ms [2021-01-22 04:16:06 main:574] : INFO : Epoch 593 | loss: 0.0312504 | val_loss: 0.0312521 | Time: 2556.72 ms [2021-01-22 04:16:09 main:574] : INFO : Epoch 594 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 2535.47 ms [2021-01-22 04:16:11 main:574] : INFO : Epoch 595 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 2636.88 ms [2021-01-22 04:16:14 main:574] : INFO : Epoch 596 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 2566.61 ms [2021-01-22 04:16:17 main:574] : INFO : Epoch 597 | loss: 0.0312501 | val_loss: 0.0312512 | Time: 2533.89 ms [2021-01-22 04:16:19 main:574] : INFO : Epoch 598 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 2529.06 ms [2021-01-22 04:16:22 main:574] : INFO : Epoch 599 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 2543.64 ms [2021-01-22 04:16:24 main:574] : INFO : Epoch 600 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 2530.37 ms [2021-01-22 04:16:27 main:574] : INFO : Epoch 601 | loss: 0.0312513 | val_loss: 0.0312502 | Time: 2646.86 ms [2021-01-22 04:16:30 main:574] : INFO : Epoch 602 | loss: 0.0312524 | val_loss: 0.0312517 | Time: 2589.95 ms [2021-01-22 04:16:32 main:574] : INFO : Epoch 603 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2587.91 ms [2021-01-22 04:16:35 main:574] : INFO : Epoch 604 | loss: 0.03125 | val_loss: 0.0312512 | Time: 2578.19 ms [2021-01-22 04:16:38 main:574] : INFO : Epoch 605 | loss: 0.0312505 | val_loss: 0.0312516 | Time: 2655.29 ms [2021-01-22 04:16:40 main:574] : INFO : Epoch 606 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 2564.11 ms [2021-01-22 04:16:43 main:574] : INFO : Epoch 607 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 2684.17 ms [2021-01-22 04:16:46 main:574] : INFO : Epoch 608 | loss: 0.03125 | val_loss: 0.0312508 | Time: 2614.41 ms [2021-01-22 04:16:48 main:574] : INFO : Epoch 609 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 2580.37 ms [2021-01-22 04:16:51 main:574] : INFO : Epoch 610 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 2686.84 ms [2021-01-22 04:16:54 main:574] : INFO : Epoch 611 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 2535.38 ms [2021-01-22 04:16:56 main:574] : INFO : Epoch 612 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 2539.42 ms [2021-01-22 04:16:59 main:574] : INFO : Epoch 613 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 2532.23 ms [2021-01-22 04:17:02 main:574] : INFO : Epoch 614 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 2529.59 ms [2021-01-22 04:17:04 main:574] : INFO : Epoch 615 | loss: 0.03125 | val_loss: 0.0312503 | Time: 2530.97 ms [2021-01-22 04:17:07 main:574] : INFO : Epoch 616 | loss: 0.0312503 | val_loss: 0.0312512 | Time: 2527.93 ms [2021-01-22 04:17:09 main:574] : INFO : Epoch 617 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 2532.65 ms [2021-01-22 04:17:12 main:574] : INFO : Epoch 618 | loss: 0.0312508 | val_loss: 0.0312511 | Time: 2528.52 ms [2021-01-22 04:17:14 main:574] : INFO : Epoch 619 | loss: 0.0312503 | val_loss: 0.0312515 | Time: 2557.79 ms [2021-01-22 04:17:17 main:574] : INFO : Epoch 620 | loss: 0.031251 | val_loss: 0.0312504 | Time: 2575.12 ms [2021-01-22 04:17:20 main:574] : INFO : Epoch 621 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 2592.42 ms [2021-01-22 04:17:22 main:574] : INFO : Epoch 622 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2533.73 ms [2021-01-22 04:17:25 main:574] : INFO : Epoch 623 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 2559.69 ms [2021-01-22 04:17:28 main:574] : INFO : Epoch 624 | loss: 0.0312499 | val_loss: 0.03125 | Time: 2626.31 ms [2021-01-22 04:17:30 main:574] : INFO : Epoch 625 | loss: 0.03125 | val_loss: 0.0312503 | Time: 2533.84 ms [2021-01-22 04:17:33 main:574] : INFO : Epoch 626 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 2596.53 ms [2021-01-22 04:17:35 main:574] : INFO : Epoch 627 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 2586.23 ms [2021-01-22 04:17:38 main:574] : INFO : Epoch 628 | loss: 0.0312509 | val_loss: 0.0312548 | Time: 2559.7 ms [2021-01-22 04:17:41 main:574] : INFO : Epoch 629 | loss: 0.0312514 | val_loss: 0.0312522 | Time: 2599.04 ms [2021-01-22 04:17:43 main:574] : INFO : Epoch 630 | loss: 0.0312509 | val_loss: 0.0312501 | Time: 2593.1 ms [2021-01-22 04:17:46 main:574] : INFO : Epoch 631 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 2599.74 ms [2021-01-22 04:17:49 main:574] : INFO : Epoch 632 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2600.64 ms [2021-01-22 04:17:51 main:574] : INFO : Epoch 633 | loss: 0.0312503 | val_loss: 0.0312529 | Time: 2591.4 ms [2021-01-22 04:17:54 main:574] : INFO : Epoch 634 | loss: 0.0312517 | val_loss: 0.0312501 | Time: 2627.28 ms [2021-01-22 04:17:57 main:574] : INFO : Epoch 635 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 2637.02 ms [2021-01-22 04:18:00 main:574] : INFO : Epoch 636 | loss: 0.0312511 | val_loss: 0.031251 | Time: 2595.54 ms [2021-01-22 04:18:02 main:574] : INFO : Epoch 637 | loss: 0.0312507 | val_loss: 0.0312511 | Time: 2654.77 ms [2021-01-22 04:18:05 main:574] : INFO : Epoch 638 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2534.13 ms [2021-01-22 04:18:07 main:574] : INFO : Epoch 639 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 2567.76 ms [2021-01-22 04:18:10 main:574] : INFO : Epoch 640 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2581.79 ms [2021-01-22 04:18:13 main:574] : INFO : Epoch 641 | loss: 0.0312509 | val_loss: 0.0312517 | Time: 2582.97 ms [2021-01-22 04:18:15 main:574] : INFO : Epoch 642 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 2590.29 ms [2021-01-22 04:18:18 main:574] : INFO : Epoch 643 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 2542.24 ms [2021-01-22 04:18:21 main:574] : INFO : Epoch 644 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 2539.84 ms [2021-01-22 04:18:23 main:574] : INFO : Epoch 645 | loss: 0.0312521 | val_loss: 0.0312513 | Time: 2531.34 ms [2021-01-22 04:18:26 main:574] : INFO : Epoch 646 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 2564.61 ms [2021-01-22 04:18:28 main:574] : INFO : Epoch 647 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2577.43 ms [2021-01-22 04:18:31 main:574] : INFO : Epoch 648 | loss: 0.0312514 | val_loss: 0.0312537 | Time: 2561.34 ms [2021-01-22 04:18:34 main:574] : INFO : Epoch 649 | loss: 0.0312511 | val_loss: 0.0312513 | Time: 2592.28 ms [2021-01-22 04:18:36 main:574] : INFO : Epoch 650 | loss: 0.03125 | val_loss: 0.0312513 | Time: 2554.26 ms [2021-01-22 04:18:39 main:574] : INFO : Epoch 651 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 2558.36 ms [2021-01-22 04:18:41 main:574] : INFO : Epoch 652 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 2537.5 ms [2021-01-22 04:18:44 main:574] : INFO : Epoch 653 | loss: 0.0312505 | val_loss: 0.0312512 | Time: 2672.04 ms [2021-01-22 04:18:47 main:574] : INFO : Epoch 654 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 2607.32 ms [2021-01-22 04:18:49 main:574] : INFO : Epoch 655 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2555.02 ms [2021-01-22 04:18:52 main:574] : INFO : Epoch 656 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 2599.61 ms [2021-01-22 04:18:55 main:574] : INFO : Epoch 657 | loss: 0.0312506 | val_loss: 0.03125 | Time: 2607.91 ms [2021-01-22 04:18:57 main:574] : INFO : Epoch 658 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 2640.03 ms [2021-01-22 04:19:00 main:574] : INFO : Epoch 659 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 2534.73 ms [2021-01-22 04:19:03 main:574] : INFO : Epoch 660 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2592.5 ms [2021-01-22 04:19:05 main:574] : INFO : Epoch 661 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 2579.94 ms [2021-01-22 04:19:08 main:574] : INFO : Epoch 662 | loss: 0.0312507 | val_loss: 0.0312519 | Time: 2578.48 ms [2021-01-22 04:19:11 main:574] : INFO : Epoch 663 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 2606.46 ms [2021-01-22 04:19:13 main:574] : INFO : Epoch 664 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2624.36 ms [2021-01-22 04:19:16 main:574] : INFO : Epoch 665 | loss: 0.03125 | val_loss: 0.03125 | Time: 2535.39 ms [2021-01-22 04:19:19 main:574] : INFO : Epoch 666 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2615.89 ms [2021-01-22 04:19:21 main:574] : INFO : Epoch 667 | loss: 0.0312497 | val_loss: 0.0312516 | Time: 2553.49 ms [2021-01-22 04:19:24 main:574] : INFO : Epoch 668 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 2532.44 ms [2021-01-22 04:19:26 main:574] : INFO : Epoch 669 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 2593.02 ms [2021-01-22 04:19:29 main:574] : INFO : Epoch 670 | loss: 0.0312518 | val_loss: 0.0312509 | Time: 2552.41 ms [2021-01-22 04:19:32 main:574] : INFO : Epoch 671 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 2560.25 ms [2021-01-22 04:19:34 main:574] : INFO : Epoch 672 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 2586.15 ms [2021-01-22 04:19:37 main:574] : INFO : Epoch 673 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 2547.15 ms [2021-01-22 04:19:39 main:574] : INFO : Epoch 674 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 2589.93 ms [2021-01-22 04:19:42 main:574] : INFO : Epoch 675 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 2573.97 ms [2021-01-22 04:19:45 main:574] : INFO : Epoch 676 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 2560.45 ms [2021-01-22 04:19:47 main:574] : INFO : Epoch 677 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 2540.27 ms [2021-01-22 04:19:50 main:574] : INFO : Epoch 678 | loss: 0.03125 | val_loss: 0.0312503 | Time: 2567.2 ms [2021-01-22 04:19:52 main:574] : INFO : Epoch 679 | loss: 0.0312501 | val_loss: 0.0312523 | Time: 2590.2 ms [2021-01-22 04:19:55 main:574] : INFO : Epoch 680 | loss: 0.0312515 | val_loss: 0.0312501 | Time: 2613.71 ms [2021-01-22 04:19:58 main:574] : INFO : Epoch 681 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 2562.76 ms [2021-01-22 04:20:00 main:574] : INFO : Epoch 682 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2613.21 ms [2021-01-22 04:20:03 main:574] : INFO : Epoch 683 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 2642.34 ms [2021-01-22 04:20:06 main:574] : INFO : Epoch 684 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2606.69 ms [2021-01-22 04:20:08 main:574] : INFO : Epoch 685 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2587.59 ms [2021-01-22 04:20:11 main:574] : INFO : Epoch 686 | loss: 0.0312508 | val_loss: 0.0312521 | Time: 2585.53 ms [2021-01-22 04:20:14 main:574] : INFO : Epoch 687 | loss: 0.0312509 | val_loss: 0.03125 | Time: 2578.38 ms [2021-01-22 04:20:16 main:574] : INFO : Epoch 688 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 2529.14 ms [2021-01-22 04:20:19 main:574] : INFO : Epoch 689 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 2527.1 ms [2021-01-22 04:20:21 main:574] : INFO : Epoch 690 | loss: 0.0312507 | val_loss: 0.03125 | Time: 2533.33 ms [2021-01-22 04:20:24 main:574] : INFO : Epoch 691 | loss: 0.0312506 | val_loss: 0.0312513 | Time: 2585.05 ms [2021-01-22 04:20:27 main:574] : INFO : Epoch 692 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2601.09 ms [2021-01-22 04:20:29 main:574] : INFO : Epoch 693 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 2573.92 ms [2021-01-22 04:20:32 main:574] : INFO : Epoch 694 | loss: 0.0312509 | val_loss: 0.0312502 | Time: 2611.2 ms [2021-01-22 04:20:35 main:574] : INFO : Epoch 695 | loss: 0.0312503 | val_loss: 0.03125 | Time: 2577.49 ms [2021-01-22 04:20:37 main:574] : INFO : Epoch 696 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2584.33 ms [2021-01-22 04:20:40 main:574] : INFO : Epoch 697 | loss: 0.03125 | val_loss: 0.0312514 | Time: 2554.05 ms [2021-01-22 04:20:43 main:574] : INFO : Epoch 698 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2574.75 ms [2021-01-22 04:20:45 main:574] : INFO : Epoch 699 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 2557.39 ms [2021-01-22 04:20:48 main:574] : INFO : Epoch 700 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2563.58 ms [2021-01-22 04:20:51 main:574] : INFO : Epoch 701 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 2555.46 ms [2021-01-22 04:20:53 main:574] : INFO : Epoch 702 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2585.38 ms [2021-01-22 04:20:56 main:574] : INFO : Epoch 703 | loss: 0.03125 | val_loss: 0.0312513 | Time: 2529.73 ms [2021-01-22 04:20:58 main:574] : INFO : Epoch 704 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 2573.41 ms [2021-01-22 04:21:01 main:574] : INFO : Epoch 705 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 2604.18 ms [2021-01-22 04:21:04 main:574] : INFO : Epoch 706 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 2573.42 ms [2021-01-22 04:21:06 main:574] : INFO : Epoch 707 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 2600.54 ms [2021-01-22 04:21:09 main:574] : INFO : Epoch 708 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2541.51 ms [2021-01-22 04:21:12 main:574] : INFO : Epoch 709 | loss: 0.03125 | val_loss: 0.0312503 | Time: 2624.36 ms [2021-01-22 04:21:14 main:574] : INFO : Epoch 710 | loss: 0.03125 | val_loss: 0.03125 | Time: 2581.14 ms [2021-01-22 04:21:17 main:574] : INFO : Epoch 711 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2588.66 ms [2021-01-22 04:21:20 main:574] : INFO : Epoch 712 | loss: 0.03125 | val_loss: 0.0312504 | Time: 2636.71 ms [2021-01-22 04:21:22 main:574] : INFO : Epoch 713 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 2563.77 ms [2021-01-22 04:21:25 main:574] : INFO : Epoch 714 | loss: 0.0312502 | val_loss: 0.03125 | Time: 2536.42 ms [2021-01-22 04:21:27 main:574] : INFO : Epoch 715 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 2584.09 ms [2021-01-22 04:21:30 main:574] : INFO : Epoch 716 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 2546.27 ms [2021-01-22 04:21:33 main:574] : INFO : Epoch 717 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 2556.42 ms [2021-01-22 04:21:35 main:574] : INFO : Epoch 718 | loss: 0.0312499 | val_loss: 0.0312511 | Time: 2592.76 ms [2021-01-22 04:21:38 main:574] : INFO : Epoch 719 | loss: 0.0312503 | val_loss: 0.03125 | Time: 2534.73 ms [2021-01-22 04:21:40 main:574] : INFO : Epoch 720 | loss: 0.0312504 | val_loss: 0.03125 | Time: 2531.58 ms [2021-01-22 04:21:43 main:574] : INFO : Epoch 721 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2607.48 ms [2021-01-22 04:21:46 main:574] : INFO : Epoch 722 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 2564.05 ms [2021-01-22 04:21:48 main:574] : INFO : Epoch 723 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 2559.14 ms [2021-01-22 04:21:51 main:574] : INFO : Epoch 724 | loss: 0.0312515 | val_loss: 0.0312511 | Time: 2558.32 ms [2021-01-22 04:21:54 main:574] : INFO : Epoch 725 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 2542.68 ms [2021-01-22 04:21:56 main:574] : INFO : Epoch 726 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2563.77 ms [2021-01-22 04:21:59 main:574] : INFO : Epoch 727 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 2532.99 ms [2021-01-22 04:22:01 main:574] : INFO : Epoch 728 | loss: 0.03125 | val_loss: 0.0312513 | Time: 2603.31 ms [2021-01-22 04:22:04 main:574] : INFO : Epoch 729 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2585.64 ms [2021-01-22 04:22:07 main:574] : INFO : Epoch 730 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 2531.13 ms [2021-01-22 04:22:09 main:574] : INFO : Epoch 731 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 2584.94 ms [2021-01-22 04:22:12 main:574] : INFO : Epoch 732 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 2587.98 ms [2021-01-22 04:22:15 main:574] : INFO : Epoch 733 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 2547.13 ms [2021-01-22 04:22:17 main:574] : INFO : Epoch 734 | loss: 0.03125 | val_loss: 0.0312514 | Time: 2598.61 ms [2021-01-22 04:22:20 main:574] : INFO : Epoch 735 | loss: 0.03125 | val_loss: 0.0312503 | Time: 2581.35 ms [2021-01-22 04:22:22 main:574] : INFO : Epoch 736 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 2577.79 ms [2021-01-22 04:22:25 main:574] : INFO : Epoch 737 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 2566.68 ms [2021-01-22 04:22:28 main:574] : INFO : Epoch 738 | loss: 0.0312503 | val_loss: 0.0312512 | Time: 2550.12 ms [2021-01-22 04:22:30 main:574] : INFO : Epoch 739 | loss: 0.0312505 | val_loss: 0.0312565 | Time: 2658.7 ms [2021-01-22 04:22:33 main:574] : INFO : Epoch 740 | loss: 0.0312523 | val_loss: 0.0312516 | Time: 2560.43 ms [2021-01-22 04:22:36 main:574] : INFO : Epoch 741 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 2609.35 ms [2021-01-22 04:22:38 main:574] : INFO : Epoch 742 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2574.29 ms [2021-01-22 04:22:41 main:574] : INFO : Epoch 743 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 2637.58 ms [2021-01-22 04:22:44 main:574] : INFO : Epoch 744 | loss: 0.0312503 | val_loss: 0.031251 | Time: 2577.6 ms [2021-01-22 04:22:46 main:574] : INFO : Epoch 745 | loss: 0.0312501 | val_loss: 0.031251 | Time: 2591.41 ms [2021-01-22 04:22:49 main:574] : INFO : Epoch 746 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 2626.84 ms [2021-01-22 04:22:52 main:574] : INFO : Epoch 747 | loss: 0.03125 | val_loss: 0.03125 | Time: 2577.48 ms [2021-01-22 04:22:54 main:574] : INFO : Epoch 748 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2551.75 ms [2021-01-22 04:22:57 main:574] : INFO : Epoch 749 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 2529.65 ms [2021-01-22 04:23:00 main:574] : INFO : Epoch 750 | loss: 0.03125 | val_loss: 0.031252 | Time: 2606.14 ms [2021-01-22 04:23:02 main:574] : INFO : Epoch 751 | loss: 0.0312518 | val_loss: 0.0312505 | Time: 2612.99 ms [2021-01-22 04:23:05 main:574] : INFO : Epoch 752 | loss: 0.031251 | val_loss: 0.0312502 | Time: 2540.75 ms [2021-01-22 04:23:08 main:574] : INFO : Epoch 753 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2630.28 ms [2021-01-22 04:23:11 main:574] : INFO : Epoch 754 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2629.19 ms [2021-01-22 04:23:14 main:574] : INFO : Epoch 755 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2668.84 ms [2021-01-22 04:23:17 main:574] : INFO : Epoch 756 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 2656.07 ms [2021-01-22 04:23:19 main:574] : INFO : Epoch 757 | loss: 0.0312509 | val_loss: 0.0312546 | Time: 2578.91 ms [2021-01-22 04:23:22 main:574] : INFO : Epoch 758 | loss: 0.0312509 | val_loss: 0.031251 | Time: 2569.53 ms [2021-01-22 04:23:25 main:574] : INFO : Epoch 759 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 2611.01 ms [2021-01-22 04:23:27 main:574] : INFO : Epoch 760 | loss: 0.03125 | val_loss: 0.0312507 | Time: 2561.77 ms [2021-01-22 04:23:30 main:574] : INFO : Epoch 761 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 2611.67 ms [2021-01-22 04:23:33 main:574] : INFO : Epoch 762 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 2595.11 ms [2021-01-22 04:23:35 main:574] : INFO : Epoch 763 | loss: 0.0312506 | val_loss: 0.03125 | Time: 2573.51 ms [2021-01-22 04:23:38 main:574] : INFO : Epoch 764 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 2532.04 ms [2021-01-22 04:23:40 main:574] : INFO : Epoch 765 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 2594.36 ms [2021-01-22 04:23:43 main:574] : INFO : Epoch 766 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 2620.45 ms [2021-01-22 04:23:46 main:574] : INFO : Epoch 767 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 2594.54 ms [2021-01-22 04:23:48 main:574] : INFO : Epoch 768 | loss: 0.03125 | val_loss: 0.0312503 | Time: 2568.45 ms [2021-01-22 04:23:51 main:574] : INFO : Epoch 769 | loss: 0.03125 | val_loss: 0.03125 | Time: 2582.68 ms [2021-01-22 04:23:54 main:574] : INFO : Epoch 770 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 2614.53 ms [2021-01-22 04:23:56 main:574] : INFO : Epoch 771 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 2550.65 ms [2021-01-22 04:23:59 main:574] : INFO : Epoch 772 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 2596.26 ms [2021-01-22 04:24:02 main:574] : INFO : Epoch 773 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2537.07 ms [2021-01-22 04:24:04 main:574] : INFO : Epoch 774 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 2568.51 ms [2021-01-22 04:24:07 main:574] : INFO : Epoch 775 | loss: 0.03125 | val_loss: 0.0312512 | Time: 2529.27 ms [2021-01-22 04:24:09 main:574] : INFO : Epoch 776 | loss: 0.03125 | val_loss: 0.0312509 | Time: 2530.55 ms [2021-01-22 04:24:12 main:574] : INFO : Epoch 777 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2530.68 ms [2021-01-22 04:24:15 main:574] : INFO : Epoch 778 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 2587.04 ms [2021-01-22 04:24:17 main:574] : INFO : Epoch 779 | loss: 0.03125 | val_loss: 0.0312503 | Time: 2563.6 ms [2021-01-22 04:24:20 main:574] : INFO : Epoch 780 | loss: 0.0312499 | val_loss: 0.03125 | Time: 2622.16 ms [2021-01-22 04:24:23 main:574] : INFO : Epoch 781 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 2583.69 ms [2021-01-22 04:24:25 main:574] : INFO : Epoch 782 | loss: 0.0312503 | val_loss: 0.0312512 | Time: 2578.09 ms [2021-01-22 04:24:28 main:574] : INFO : Epoch 783 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2626.64 ms [2021-01-22 04:24:30 main:574] : INFO : Epoch 784 | loss: 0.0312515 | val_loss: 0.0312521 | Time: 2532.01 ms [2021-01-22 04:24:33 main:574] : INFO : Epoch 785 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 2583.78 ms [2021-01-22 04:24:36 main:574] : INFO : Epoch 786 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 2538.07 ms [2021-01-22 04:24:38 main:574] : INFO : Epoch 787 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 2597.83 ms [2021-01-22 04:24:41 main:574] : INFO : Epoch 788 | loss: 0.0312506 | val_loss: 0.0312499 | Time: 2549.41 ms [2021-01-22 04:24:44 main:574] : INFO : Epoch 789 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 2562.17 ms [2021-01-22 04:24:46 main:574] : INFO : Epoch 790 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2563.97 ms [2021-01-22 04:24:49 main:574] : INFO : Epoch 791 | loss: 0.0312509 | val_loss: 0.0312529 | Time: 2592.65 ms [2021-01-22 04:24:51 main:574] : INFO : Epoch 792 | loss: 0.031251 | val_loss: 0.0312509 | Time: 2580.55 ms [2021-01-22 04:24:54 main:574] : INFO : Epoch 793 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2576.31 ms [2021-01-22 04:24:57 main:574] : INFO : Epoch 794 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2569.04 ms [2021-01-22 04:24:59 main:574] : INFO : Epoch 795 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 2531.38 ms [2021-01-22 04:25:02 main:574] : INFO : Epoch 796 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 2559.02 ms [2021-01-22 04:25:05 main:574] : INFO : Epoch 797 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2655.59 ms [2021-01-22 04:25:07 main:574] : INFO : Epoch 798 | loss: 0.0312504 | val_loss: 0.031251 | Time: 2570.02 ms [2021-01-22 04:25:10 main:574] : INFO : Epoch 799 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 2615.46 ms [2021-01-22 04:25:12 main:574] : INFO : Epoch 800 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 2611.28 ms [2021-01-22 04:25:15 main:574] : INFO : Epoch 801 | loss: 0.0312507 | val_loss: 0.0312524 | Time: 2550.11 ms [2021-01-22 04:25:18 main:574] : INFO : Epoch 802 | loss: 0.0312514 | val_loss: 0.0312501 | Time: 2645.69 ms [2021-01-22 04:25:20 main:574] : INFO : Epoch 803 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2530.91 ms [2021-01-22 04:25:23 main:574] : INFO : Epoch 804 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 2685.4 ms [2021-01-22 04:25:26 main:574] : INFO : Epoch 805 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2564.75 ms [2021-01-22 04:25:28 main:574] : INFO : Epoch 806 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2557.8 ms [2021-01-22 04:25:31 main:574] : INFO : Epoch 807 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 2572.28 ms [2021-01-22 04:25:34 main:574] : INFO : Epoch 808 | loss: 0.0312517 | val_loss: 0.0312527 | Time: 2575.58 ms [2021-01-22 04:25:36 main:574] : INFO : Epoch 809 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 2534.51 ms [2021-01-22 04:25:39 main:574] : INFO : Epoch 810 | loss: 0.0312499 | val_loss: 0.031252 | Time: 2531.45 ms [2021-01-22 04:25:41 main:574] : INFO : Epoch 811 | loss: 0.031251 | val_loss: 0.0312507 | Time: 2548.93 ms [2021-01-22 04:25:44 main:574] : INFO : Epoch 812 | loss: 0.0312508 | val_loss: 0.0312522 | Time: 2566.75 ms [2021-01-22 04:25:46 main:574] : INFO : Epoch 813 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 2535.11 ms [2021-01-22 04:25:49 main:574] : INFO : Epoch 814 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2560.38 ms [2021-01-22 04:25:52 main:574] : INFO : Epoch 815 | loss: 0.0312506 | val_loss: 0.0312529 | Time: 2591.08 ms [2021-01-22 04:25:54 main:574] : INFO : Epoch 816 | loss: 0.0312511 | val_loss: 0.0312503 | Time: 2603.64 ms [2021-01-22 04:25:57 main:574] : INFO : Epoch 817 | loss: 0.0312509 | val_loss: 0.0312526 | Time: 2556.25 ms [2021-01-22 04:26:00 main:574] : INFO : Epoch 818 | loss: 0.031252 | val_loss: 0.031251 | Time: 2577.37 ms [2021-01-22 04:26:02 main:574] : INFO : Epoch 819 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2556.19 ms [2021-01-22 04:26:05 main:574] : INFO : Epoch 820 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 2540.96 ms [2021-01-22 04:26:07 main:574] : INFO : Epoch 821 | loss: 0.03125 | val_loss: 0.0312507 | Time: 2598.72 ms [2021-01-22 04:26:10 main:574] : INFO : Epoch 822 | loss: 0.0312507 | val_loss: 0.03125 | Time: 2651.28 ms [2021-01-22 04:26:13 main:574] : INFO : Epoch 823 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 2561.36 ms [2021-01-22 04:26:15 main:574] : INFO : Epoch 824 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 2577.25 ms [2021-01-22 04:26:18 main:574] : INFO : Epoch 825 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2566.29 ms [2021-01-22 04:26:21 main:574] : INFO : Epoch 826 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 2556.8 ms [2021-01-22 04:26:23 main:574] : INFO : Epoch 827 | loss: 0.03125 | val_loss: 0.03125 | Time: 2548.43 ms [2021-01-22 04:26:26 main:574] : INFO : Epoch 828 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 2572.14 ms [2021-01-22 04:26:28 main:574] : INFO : Epoch 829 | loss: 0.0312506 | val_loss: 0.03125 | Time: 2558.82 ms [2021-01-22 04:26:31 main:574] : INFO : Epoch 830 | loss: 0.0312522 | val_loss: 0.0312544 | Time: 2634.42 ms [2021-01-22 04:26:34 main:574] : INFO : Epoch 831 | loss: 0.0312521 | val_loss: 0.031252 | Time: 2557.31 ms [2021-01-22 04:26:36 main:574] : INFO : Epoch 832 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 2610.67 ms [2021-01-22 04:26:39 main:574] : INFO : Epoch 833 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2576.39 ms [2021-01-22 04:26:42 main:574] : INFO : Epoch 834 | loss: 0.0312499 | val_loss: 0.03125 | Time: 2539.31 ms [2021-01-22 04:26:44 main:574] : INFO : Epoch 835 | loss: 0.0312498 | val_loss: 0.03125 | Time: 2605.69 ms [2021-01-22 04:26:47 main:574] : INFO : Epoch 836 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2609.99 ms [2021-01-22 04:26:50 main:574] : INFO : Epoch 837 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 2583.63 ms [2021-01-22 04:26:52 main:574] : INFO : Epoch 838 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 2530.04 ms [2021-01-22 04:26:55 main:574] : INFO : Epoch 839 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 2551 ms [2021-01-22 04:26:58 main:574] : INFO : Epoch 840 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2631.15 ms [2021-01-22 04:27:00 main:574] : INFO : Epoch 841 | loss: 0.0312514 | val_loss: 0.03125 | Time: 2557.7 ms [2021-01-22 04:27:03 main:574] : INFO : Epoch 842 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 2534.77 ms [2021-01-22 04:27:05 main:574] : INFO : Epoch 843 | loss: 0.031251 | val_loss: 0.0312505 | Time: 2582.86 ms [2021-01-22 04:27:08 main:574] : INFO : Epoch 844 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 2600.28 ms [2021-01-22 04:27:11 main:574] : INFO : Epoch 845 | loss: 0.03125 | val_loss: 0.03125 | Time: 2635.26 ms [2021-01-22 04:27:13 main:574] : INFO : Epoch 846 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 2623.24 ms [2021-01-22 04:27:16 main:574] : INFO : Epoch 847 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 2536.86 ms [2021-01-22 04:27:19 main:574] : INFO : Epoch 848 | loss: 0.0312515 | val_loss: 0.0312527 | Time: 2587.76 ms [2021-01-22 04:27:21 main:574] : INFO : Epoch 849 | loss: 0.0312516 | val_loss: 0.0312525 | Time: 2654.14 ms [2021-01-22 04:27:24 main:574] : INFO : Epoch 850 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 2555.73 ms [2021-01-22 04:27:27 main:574] : INFO : Epoch 851 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2539.52 ms [2021-01-22 04:27:29 main:574] : INFO : Epoch 852 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 2549.18 ms [2021-01-22 04:27:32 main:574] : INFO : Epoch 853 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 2560.19 ms [2021-01-22 04:27:34 main:574] : INFO : Epoch 854 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 2548.31 ms [2021-01-22 04:27:37 main:574] : INFO : Epoch 855 | loss: 0.0312504 | val_loss: 0.0312519 | Time: 2536.33 ms [2021-01-22 04:27:40 main:574] : INFO : Epoch 856 | loss: 0.0312503 | val_loss: 0.03125 | Time: 2560.75 ms [2021-01-22 04:27:42 main:574] : INFO : Epoch 857 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 2531.97 ms [2021-01-22 04:27:45 main:574] : INFO : Epoch 858 | loss: 0.03125 | val_loss: 0.0312504 | Time: 2553.52 ms [2021-01-22 04:27:47 main:574] : INFO : Epoch 859 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2589.88 ms [2021-01-22 04:27:50 main:574] : INFO : Epoch 860 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 2533.05 ms [2021-01-22 04:27:53 main:574] : INFO : Epoch 861 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 2533.05 ms [2021-01-22 04:27:55 main:574] : INFO : Epoch 862 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 2572.06 ms [2021-01-22 04:27:58 main:574] : INFO : Epoch 863 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 2611.78 ms [2021-01-22 04:28:00 main:574] : INFO : Epoch 864 | loss: 0.031251 | val_loss: 0.031252 | Time: 2560.65 ms [2021-01-22 04:28:03 main:574] : INFO : Epoch 865 | loss: 0.031251 | val_loss: 0.0312502 | Time: 2557.41 ms [2021-01-22 04:28:06 main:574] : INFO : Epoch 866 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 2570.22 ms [2021-01-22 04:28:08 main:574] : INFO : Epoch 867 | loss: 0.0312502 | val_loss: 0.03125 | Time: 2643.17 ms [2021-01-22 04:28:11 main:574] : INFO : Epoch 868 | loss: 0.0312504 | val_loss: 0.03125 | Time: 2615.73 ms [2021-01-22 04:28:14 main:574] : INFO : Epoch 869 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 2531.75 ms [2021-01-22 04:28:16 main:574] : INFO : Epoch 870 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2582.69 ms [2021-01-22 04:28:19 main:574] : INFO : Epoch 871 | loss: 0.0312498 | val_loss: 0.03125 | Time: 2592.84 ms [2021-01-22 04:28:22 main:574] : INFO : Epoch 872 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 2619.64 ms [2021-01-22 04:28:24 main:574] : INFO : Epoch 873 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2624.36 ms [2021-01-22 04:28:27 main:574] : INFO : Epoch 874 | loss: 0.0312501 | val_loss: 0.0312512 | Time: 2602.18 ms [2021-01-22 04:28:30 main:574] : INFO : Epoch 875 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 2574.11 ms [2021-01-22 04:28:32 main:574] : INFO : Epoch 876 | loss: 0.0312502 | val_loss: 0.031251 | Time: 2601.85 ms [2021-01-22 04:28:35 main:574] : INFO : Epoch 877 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 2609.9 ms [2021-01-22 04:28:38 main:574] : INFO : Epoch 878 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2639.43 ms [2021-01-22 04:28:40 main:574] : INFO : Epoch 879 | loss: 0.0312503 | val_loss: 0.0312519 | Time: 2566.19 ms [2021-01-22 04:28:43 main:574] : INFO : Epoch 880 | loss: 0.0312521 | val_loss: 0.0312513 | Time: 2570.65 ms [2021-01-22 04:28:46 main:574] : INFO : Epoch 881 | loss: 0.0312515 | val_loss: 0.0312528 | Time: 2612.41 ms [2021-01-22 04:28:48 main:574] : INFO : Epoch 882 | loss: 0.0312525 | val_loss: 0.0312521 | Time: 2577.72 ms [2021-01-22 04:28:51 main:574] : INFO : Epoch 883 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 2579.69 ms [2021-01-22 04:28:54 main:574] : INFO : Epoch 884 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2602.33 ms [2021-01-22 04:28:56 main:574] : INFO : Epoch 885 | loss: 0.0312498 | val_loss: 0.03125 | Time: 2614.04 ms [2021-01-22 04:28:59 main:574] : INFO : Epoch 886 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 2594.68 ms [2021-01-22 04:29:02 main:574] : INFO : Epoch 887 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 2557.43 ms [2021-01-22 04:29:04 main:574] : INFO : Epoch 888 | loss: 0.03125 | val_loss: 0.03125 | Time: 2628.75 ms [2021-01-22 04:29:07 main:574] : INFO : Epoch 889 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 2549.35 ms [2021-01-22 04:29:10 main:574] : INFO : Epoch 890 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2640.76 ms [2021-01-22 04:29:12 main:574] : INFO : Epoch 891 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2543.4 ms [2021-01-22 04:29:15 main:574] : INFO : Epoch 892 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 2562.4 ms [2021-01-22 04:29:17 main:574] : INFO : Epoch 893 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2534.41 ms [2021-01-22 04:29:20 main:574] : INFO : Epoch 894 | loss: 0.0312503 | val_loss: 0.0312525 | Time: 2613.64 ms [2021-01-22 04:29:23 main:574] : INFO : Epoch 895 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 2555.28 ms [2021-01-22 04:29:25 main:574] : INFO : Epoch 896 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 2587.8 ms [2021-01-22 04:29:28 main:574] : INFO : Epoch 897 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 2619.24 ms [2021-01-22 04:29:31 main:574] : INFO : Epoch 898 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 2622.64 ms [2021-01-22 04:29:33 main:574] : INFO : Epoch 899 | loss: 0.0312499 | val_loss: 0.031251 | Time: 2600.12 ms [2021-01-22 04:29:36 main:574] : INFO : Epoch 900 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 2591.49 ms [2021-01-22 04:29:39 main:574] : INFO : Epoch 901 | loss: 0.0312515 | val_loss: 0.0312538 | Time: 2563.92 ms [2021-01-22 04:29:42 main:574] : INFO : Epoch 902 | loss: 0.031253 | val_loss: 0.0312512 | Time: 2696.85 ms [2021-01-22 04:29:44 main:574] : INFO : Epoch 903 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 2547.14 ms [2021-01-22 04:29:47 main:574] : INFO : Epoch 904 | loss: 0.0312505 | val_loss: 0.0312522 | Time: 2539.87 ms [2021-01-22 04:29:49 main:574] : INFO : Epoch 905 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 2557.25 ms [2021-01-22 04:29:52 main:574] : INFO : Epoch 906 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 2622.11 ms [2021-01-22 04:29:55 main:574] : INFO : Epoch 907 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 2561 ms [2021-01-22 04:29:57 main:574] : INFO : Epoch 908 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2572.62 ms [2021-01-22 04:30:00 main:574] : INFO : Epoch 909 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 2536.11 ms [2021-01-22 04:30:03 main:574] : INFO : Epoch 910 | loss: 0.0312502 | val_loss: 0.03125 | Time: 2619.72 ms [2021-01-22 04:30:05 main:574] : INFO : Epoch 911 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 2615.4 ms [2021-01-22 04:30:08 main:574] : INFO : Epoch 912 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 2580.41 ms [2021-01-22 04:30:11 main:574] : INFO : Epoch 913 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2557.37 ms [2021-01-22 04:30:13 main:574] : INFO : Epoch 914 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2533.42 ms [2021-01-22 04:30:16 main:574] : INFO : Epoch 915 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2535.29 ms [2021-01-22 04:30:18 main:574] : INFO : Epoch 916 | loss: 0.0312504 | val_loss: 0.0312517 | Time: 2554.87 ms [2021-01-22 04:30:21 main:574] : INFO : Epoch 917 | loss: 0.0312513 | val_loss: 0.03125 | Time: 2650.58 ms [2021-01-22 04:30:24 main:574] : INFO : Epoch 918 | loss: 0.0312504 | val_loss: 0.031254 | Time: 2540.39 ms [2021-01-22 04:30:26 main:574] : INFO : Epoch 919 | loss: 0.0312509 | val_loss: 0.0312502 | Time: 2627.9 ms [2021-01-22 04:30:29 main:574] : INFO : Epoch 920 | loss: 0.0312504 | val_loss: 0.0312514 | Time: 2543.07 ms [2021-01-22 04:30:32 main:574] : INFO : Epoch 921 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2610.96 ms [2021-01-22 04:30:34 main:574] : INFO : Epoch 922 | loss: 0.0312506 | val_loss: 0.031251 | Time: 2634.18 ms [2021-01-22 04:30:37 main:574] : INFO : Epoch 923 | loss: 0.0312503 | val_loss: 0.03125 | Time: 2612.08 ms [2021-01-22 04:30:40 main:574] : INFO : Epoch 924 | loss: 0.0312498 | val_loss: 0.031251 | Time: 2621.83 ms [2021-01-22 04:30:42 main:574] : INFO : Epoch 925 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2530.59 ms [2021-01-22 04:30:45 main:574] : INFO : Epoch 926 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 2617.54 ms [2021-01-22 04:30:48 main:574] : INFO : Epoch 927 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2542.22 ms [2021-01-22 04:30:50 main:574] : INFO : Epoch 928 | loss: 0.0312502 | val_loss: 0.0312522 | Time: 2610.68 ms [2021-01-22 04:30:53 main:574] : INFO : Epoch 929 | loss: 0.031251 | val_loss: 0.0312501 | Time: 2538.71 ms [2021-01-22 04:30:55 main:574] : INFO : Epoch 930 | loss: 0.0312505 | val_loss: 0.0312535 | Time: 2588.07 ms [2021-01-22 04:30:58 main:574] : INFO : Epoch 931 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 2538.84 ms [2021-01-22 04:31:00 main:574] : INFO : Epoch 932 | loss: 0.0312501 | val_loss: 0.0312518 | Time: 2594.55 ms [2021-01-22 04:31:03 main:574] : INFO : Epoch 933 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2567.86 ms [2021-01-22 04:31:06 main:574] : INFO : Epoch 934 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 2559.25 ms [2021-01-22 04:31:08 main:574] : INFO : Epoch 935 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2560.45 ms [2021-01-22 04:31:11 main:574] : INFO : Epoch 936 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 2554.07 ms [2021-01-22 04:31:14 main:574] : INFO : Epoch 937 | loss: 0.0312498 | val_loss: 0.03125 | Time: 2563.17 ms [2021-01-22 04:31:16 main:574] : INFO : Epoch 938 | loss: 0.0312499 | val_loss: 0.03125 | Time: 2598.32 ms [2021-01-22 04:31:19 main:574] : INFO : Epoch 939 | loss: 0.03125 | val_loss: 0.0312504 | Time: 2624.38 ms [2021-01-22 04:31:22 main:574] : INFO : Epoch 940 | loss: 0.0312508 | val_loss: 0.0312522 | Time: 2583.58 ms [2021-01-22 04:31:24 main:574] : INFO : Epoch 941 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 2577.5 ms [2021-01-22 04:31:27 main:574] : INFO : Epoch 942 | loss: 0.03125 | val_loss: 0.0312508 | Time: 2617.23 ms [2021-01-22 04:31:29 main:574] : INFO : Epoch 943 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2577.91 ms [2021-01-22 04:31:32 main:574] : INFO : Epoch 944 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2554.74 ms [2021-01-22 04:31:35 main:574] : INFO : Epoch 945 | loss: 0.03125 | val_loss: 0.0312504 | Time: 2558.57 ms [2021-01-22 04:31:37 main:574] : INFO : Epoch 946 | loss: 0.03125 | val_loss: 0.0312512 | Time: 2557.22 ms [2021-01-22 04:31:40 main:574] : INFO : Epoch 947 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 2531.46 ms [2021-01-22 04:31:43 main:574] : INFO : Epoch 948 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 2610.61 ms [2021-01-22 04:31:45 main:574] : INFO : Epoch 949 | loss: 0.0312501 | val_loss: 0.0312513 | Time: 2546.69 ms [2021-01-22 04:31:48 main:574] : INFO : Epoch 950 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 2593.1 ms [2021-01-22 04:31:51 main:574] : INFO : Epoch 951 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 2590.88 ms [2021-01-22 04:31:53 main:574] : INFO : Epoch 952 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 2595.25 ms [2021-01-22 04:31:56 main:574] : INFO : Epoch 953 | loss: 0.0312507 | val_loss: 0.031251 | Time: 2579.14 ms [2021-01-22 04:31:59 main:574] : INFO : Epoch 954 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 2580.38 ms [2021-01-22 04:32:01 main:574] : INFO : Epoch 955 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2565.17 ms [2021-01-22 04:32:04 main:574] : INFO : Epoch 956 | loss: 0.03125 | val_loss: 0.0312515 | Time: 2530.95 ms [2021-01-22 04:32:06 main:574] : INFO : Epoch 957 | loss: 0.0312505 | val_loss: 0.03125 | Time: 2570.58 ms [2021-01-22 04:32:09 main:574] : INFO : Epoch 958 | loss: 0.0312551 | val_loss: 0.0312636 | Time: 2533.78 ms [2021-01-22 04:32:12 main:574] : INFO : Epoch 959 | loss: 0.0312556 | val_loss: 0.0312518 | Time: 2579.07 ms [2021-01-22 04:32:14 main:574] : INFO : Epoch 960 | loss: 0.0312516 | val_loss: 0.0312522 | Time: 2539.25 ms [2021-01-22 04:32:17 main:574] : INFO : Epoch 961 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 2632.34 ms [2021-01-22 04:32:20 main:574] : INFO : Epoch 962 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 2542.37 ms [2021-01-22 04:32:22 main:574] : INFO : Epoch 963 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2557.75 ms [2021-01-22 04:32:25 main:574] : INFO : Epoch 964 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 2670.2 ms [2021-01-22 04:32:28 main:574] : INFO : Epoch 965 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2618.32 ms [2021-01-22 04:32:30 main:574] : INFO : Epoch 966 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 2541.17 ms [2021-01-22 04:32:33 main:574] : INFO : Epoch 967 | loss: 0.03125 | val_loss: 0.0312499 | Time: 2543.38 ms [2021-01-22 04:32:35 main:574] : INFO : Epoch 968 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 2538.6 ms [2021-01-22 04:32:38 main:574] : INFO : Epoch 969 | loss: 0.0312499 | val_loss: 0.03125 | Time: 2558.84 ms [2021-01-22 04:32:41 main:574] : INFO : Epoch 970 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 2598.7 ms [2021-01-22 04:32:43 main:574] : INFO : Epoch 971 | loss: 0.0312499 | val_loss: 0.0312518 | Time: 2598.59 ms [2021-01-22 04:32:46 main:574] : INFO : Epoch 972 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 2544.72 ms [2021-01-22 04:32:48 main:574] : INFO : Epoch 973 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 2582.36 ms [2021-01-22 04:32:51 main:574] : INFO : Epoch 974 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 2572.88 ms [2021-01-22 04:32:54 main:574] : INFO : Epoch 975 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2626.62 ms [2021-01-22 04:32:56 main:574] : INFO : Epoch 976 | loss: 0.0312509 | val_loss: 0.0312502 | Time: 2590.93 ms [2021-01-22 04:32:59 main:574] : INFO : Epoch 977 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2560.9 ms [2021-01-22 04:33:02 main:574] : INFO : Epoch 978 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 2584.08 ms [2021-01-22 04:33:04 main:574] : INFO : Epoch 979 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 2575.23 ms [2021-01-22 04:33:07 main:574] : INFO : Epoch 980 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 2611.04 ms [2021-01-22 04:33:10 main:574] : INFO : Epoch 981 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 2563.11 ms [2021-01-22 04:33:12 main:574] : INFO : Epoch 982 | loss: 0.0312505 | val_loss: 0.031251 | Time: 2546.6 ms [2021-01-22 04:33:15 main:574] : INFO : Epoch 983 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2603.67 ms [2021-01-22 04:33:18 main:574] : INFO : Epoch 984 | loss: 0.03125 | val_loss: 0.0312517 | Time: 2640.24 ms [2021-01-22 04:33:20 main:574] : INFO : Epoch 985 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 2575.05 ms [2021-01-22 04:33:23 main:574] : INFO : Epoch 986 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2531.62 ms [2021-01-22 04:33:26 main:574] : INFO : Epoch 987 | loss: 0.0312514 | val_loss: 0.0312499 | Time: 2542.1 ms [2021-01-22 04:33:28 main:574] : INFO : Epoch 988 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 2561.1 ms [2021-01-22 04:33:31 main:574] : INFO : Epoch 989 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 2603.84 ms [2021-01-22 04:33:34 main:574] : INFO : Epoch 990 | loss: 0.0312512 | val_loss: 0.031251 | Time: 2593.99 ms [2021-01-22 04:33:36 main:574] : INFO : Epoch 991 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2591.31 ms [2021-01-22 04:33:39 main:574] : INFO : Epoch 992 | loss: 0.0312503 | val_loss: 0.031251 | Time: 2574.92 ms [2021-01-22 04:33:42 main:574] : INFO : Epoch 993 | loss: 0.0312511 | val_loss: 0.0312556 | Time: 2610.55 ms [2021-01-22 04:33:44 main:574] : INFO : Epoch 994 | loss: 0.0312513 | val_loss: 0.0312513 | Time: 2538.09 ms [2021-01-22 04:33:47 main:574] : INFO : Epoch 995 | loss: 0.0312514 | val_loss: 0.0312527 | Time: 2593.76 ms [2021-01-22 04:33:50 main:574] : INFO : Epoch 996 | loss: 0.0312505 | val_loss: 0.03125 | Time: 2615.28 ms [2021-01-22 04:33:52 main:574] : INFO : Epoch 997 | loss: 0.03125 | val_loss: 0.0312504 | Time: 2602.46 ms [2021-01-22 04:33:55 main:574] : INFO : Epoch 998 | loss: 0.03125 | val_loss: 0.0312505 | Time: 2574.75 ms [2021-01-22 04:33:58 main:574] : INFO : Epoch 999 | loss: 0.03125 | val_loss: 0.0312513 | Time: 2530.47 ms [2021-01-22 04:34:00 main:574] : INFO : Epoch 1000 | loss: 0.0312504 | val_loss: 0.03125 | Time: 2652 ms [2021-01-22 04:34:03 main:574] : INFO : Epoch 1001 | loss: 0.0312499 | val_loss: 0.031251 | Time: 2545.86 ms [2021-01-22 04:34:06 main:574] : INFO : Epoch 1002 | loss: 0.0312503 | val_loss: 0.03125 | Time: 2585.81 ms [2021-01-22 04:34:08 main:574] : INFO : Epoch 1003 | loss: 0.0312499 | val_loss: 0.03125 | Time: 2555.45 ms [2021-01-22 04:34:11 main:574] : INFO : Epoch 1004 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 2609.53 ms [2021-01-22 04:34:13 main:574] : INFO : Epoch 1005 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 2558.51 ms [2021-01-22 04:34:16 main:574] : INFO : Epoch 1006 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2531.59 ms [2021-01-22 04:34:19 main:574] : INFO : Epoch 1007 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2529.12 ms [2021-01-22 04:34:21 main:574] : INFO : Epoch 1008 | loss: 0.03125 | val_loss: 0.0312504 | Time: 2542.54 ms [2021-01-22 04:34:24 main:574] : INFO : Epoch 1009 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 2611.12 ms [2021-01-22 04:34:27 main:574] : INFO : Epoch 1010 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 2590.49 ms [2021-01-22 04:34:29 main:574] : INFO : Epoch 1011 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 2574.19 ms [2021-01-22 04:34:32 main:574] : INFO : Epoch 1012 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 2549.99 ms [2021-01-22 04:34:34 main:574] : INFO : Epoch 1013 | loss: 0.0312505 | val_loss: 0.03125 | Time: 2564.62 ms [2021-01-22 04:34:37 main:574] : INFO : Epoch 1014 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 2591.95 ms [2021-01-22 04:34:40 main:574] : INFO : Epoch 1015 | loss: 0.03125 | val_loss: 0.0312507 | Time: 2563.48 ms [2021-01-22 04:34:42 main:574] : INFO : Epoch 1016 | loss: 0.03125 | val_loss: 0.0312513 | Time: 2554.07 ms [2021-01-22 04:34:45 main:574] : INFO : Epoch 1017 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 2546.54 ms [2021-01-22 04:34:48 main:574] : INFO : Epoch 1018 | loss: 0.0312503 | val_loss: 0.0312519 | Time: 2532.21 ms [2021-01-22 04:34:50 main:574] : INFO : Epoch 1019 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 2556.61 ms [2021-01-22 04:34:53 main:574] : INFO : Epoch 1020 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2640.74 ms [2021-01-22 04:34:56 main:574] : INFO : Epoch 1021 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 2533.32 ms [2021-01-22 04:34:58 main:574] : INFO : Epoch 1022 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2561.06 ms [2021-01-22 04:35:01 main:574] : INFO : Epoch 1023 | loss: 0.03125 | val_loss: 0.0312499 | Time: 2594.66 ms [2021-01-22 04:35:04 main:574] : INFO : Epoch 1024 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 2580.81 ms [2021-01-22 04:35:04 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312505 [2021-01-22 04:35:04 main:603] : INFO : Saving end state to config to file [2021-01-22 04:35:04 main:608] : INFO : Success, exiting.. 04:35:04 (10124): 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)