Task 3724831
| Name | ParityMachine-1605152273-31694-11_1 |
| Workunit | 1828751 |
| Created | 19 Jan 2021, 17:59:28 UTC |
| Sent | 19 Jan 2021, 17:59:49 UTC |
| Report deadline | 26 Jan 2021, 17:59:49 UTC |
| Received | 19 Jan 2021, 19:20:24 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5009 |
| Run time | 41 min 6 sec |
| CPU time | 38 min 55 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 10,603.53 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.38 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> NFO : Epoch 514 | loss: 0.0311564 | val_loss: 0.0311683 | Time: 2288.23 ms [2021-01-19 19:22:51 main:574] : INFO : Epoch 515 | loss: 0.0311565 | val_loss: 0.0311666 | Time: 2326.4 ms [2021-01-19 19:22:53 main:574] : INFO : Epoch 516 | loss: 0.0311551 | val_loss: 0.0311659 | Time: 2319.92 ms [2021-01-19 19:22:56 main:574] : INFO : Epoch 517 | loss: 0.0311546 | val_loss: 0.0311655 | Time: 2267.11 ms [2021-01-19 19:22:58 main:574] : INFO : Epoch 518 | loss: 0.0311538 | val_loss: 0.0311666 | Time: 2279.6 ms [2021-01-19 19:23:01 main:574] : INFO : Epoch 519 | loss: 0.0311544 | val_loss: 0.0311655 | Time: 2308.56 ms [2021-01-19 19:23:03 main:574] : INFO : Epoch 520 | loss: 0.0311551 | val_loss: 0.0311652 | Time: 2293.3 ms [2021-01-19 19:23:05 main:574] : INFO : Epoch 521 | loss: 0.0311536 | val_loss: 0.0311664 | Time: 2311.07 ms [2021-01-19 19:23:08 main:574] : INFO : Epoch 522 | loss: 0.0311542 | val_loss: 0.0311653 | Time: 2305.49 ms [2021-01-19 19:23:10 main:574] : INFO : Epoch 523 | loss: 0.0311526 | val_loss: 0.0311653 | Time: 2300.77 ms [2021-01-19 19:23:12 main:574] : INFO : Epoch 524 | loss: 0.031153 | val_loss: 0.0311651 | Time: 2282.12 ms [2021-01-19 19:23:15 main:574] : INFO : Epoch 525 | loss: 0.031152 | val_loss: 0.0311649 | Time: 2286.7 ms [2021-01-19 19:23:17 main:574] : INFO : Epoch 526 | loss: 0.0311514 | val_loss: 0.0311662 | Time: 2285.11 ms [2021-01-19 19:23:19 main:574] : INFO : Epoch 527 | loss: 0.0311526 | val_loss: 0.0311666 | Time: 2312.15 ms [2021-01-19 19:23:22 main:574] : INFO : Epoch 528 | loss: 0.031153 | val_loss: 0.0311664 | Time: 2328.85 ms [2021-01-19 19:23:24 main:574] : INFO : Epoch 529 | loss: 0.0311535 | val_loss: 0.0311647 | Time: 2337.21 ms [2021-01-19 19:23:27 main:574] : INFO : Epoch 530 | loss: 0.0311538 | val_loss: 0.0311655 | Time: 2336.9 ms [2021-01-19 19:23:29 main:574] : INFO : Epoch 531 | loss: 0.0311548 | val_loss: 0.031172 | Time: 2334.33 ms [2021-01-19 19:23:32 main:574] : INFO : Epoch 532 | loss: 0.031156 | val_loss: 0.0311701 | Time: 2306.26 ms [2021-01-19 19:23:34 main:574] : INFO : Epoch 533 | loss: 0.0311553 | val_loss: 0.031169 | Time: 2301.33 ms [2021-01-19 19:23:36 main:574] : INFO : Epoch 534 | loss: 0.0311546 | val_loss: 0.0311692 | Time: 2307.52 ms [2021-01-19 19:23:39 main:574] : INFO : Epoch 535 | loss: 0.0311548 | val_loss: 0.0311685 | Time: 2301.6 ms [2021-01-19 19:23:41 main:574] : INFO : Epoch 536 | loss: 0.0311565 | val_loss: 0.0311704 | Time: 2310.84 ms [2021-01-19 19:23:43 main:574] : INFO : Epoch 537 | loss: 0.0311592 | val_loss: 0.0311697 | Time: 2318.24 ms [2021-01-19 19:23:46 main:574] : INFO : Epoch 538 | loss: 0.0311615 | val_loss: 0.0311701 | Time: 2313.74 ms [2021-01-19 19:23:48 main:574] : INFO : Epoch 539 | loss: 0.0311649 | val_loss: 0.0311717 | Time: 2296.35 ms [2021-01-19 19:23:51 main:574] : INFO : Epoch 540 | loss: 0.0311637 | val_loss: 0.0311692 | Time: 2316.01 ms [2021-01-19 19:23:53 main:574] : INFO : Epoch 541 | loss: 0.031162 | val_loss: 0.0311692 | Time: 2310.3 ms [2021-01-19 19:23:55 main:574] : INFO : Epoch 542 | loss: 0.0311616 | val_loss: 0.0311676 | Time: 2334.59 ms [2021-01-19 19:23:58 main:574] : INFO : Epoch 543 | loss: 0.031161 | val_loss: 0.0311709 | Time: 2259.18 ms [2021-01-19 19:24:00 main:574] : INFO : Epoch 544 | loss: 0.0311626 | val_loss: 0.0311691 | Time: 2280.6 ms [2021-01-19 19:24:02 main:574] : INFO : Epoch 545 | loss: 0.0311625 | val_loss: 0.0311677 | Time: 2328.41 ms [2021-01-19 19:24:05 main:574] : INFO : Epoch 546 | loss: 0.0311601 | val_loss: 0.0311692 | Time: 2247.61 ms [2021-01-19 19:24:07 main:574] : INFO : Epoch 547 | loss: 0.0311591 | val_loss: 0.0311672 | Time: 2294.07 ms [2021-01-19 19:24:09 main:574] : INFO : Epoch 548 | loss: 0.0311596 | val_loss: 0.0311684 | Time: 2300.41 ms [2021-01-19 19:24:12 main:574] : INFO : Epoch 549 | loss: 0.0311597 | val_loss: 0.0311711 | Time: 2305.82 ms [2021-01-19 19:24:14 main:574] : INFO : Epoch 550 | loss: 0.0311596 | val_loss: 0.0311696 | Time: 2320.46 ms [2021-01-19 19:24:17 main:574] : INFO : Epoch 551 | loss: 0.0311594 | val_loss: 0.031171 | Time: 2312.08 ms [2021-01-19 19:24:19 main:574] : INFO : Epoch 552 | loss: 0.0311594 | val_loss: 0.0311708 | Time: 2277.25 ms [2021-01-19 19:24:21 main:574] : INFO : Epoch 553 | loss: 0.0311621 | val_loss: 0.0311686 | Time: 2294.53 ms [2021-01-19 19:24:24 main:574] : INFO : Epoch 554 | loss: 0.0311636 | val_loss: 0.0311699 | Time: 2308.94 ms [2021-01-19 19:24:26 main:574] : INFO : Epoch 555 | loss: 0.0311648 | val_loss: 0.0311705 | Time: 2292.69 ms [2021-01-19 19:24:28 main:574] : INFO : Epoch 556 | loss: 0.0311626 | val_loss: 0.0311708 | Time: 2317.71 ms [2021-01-19 19:24:31 main:574] : INFO : Epoch 557 | loss: 0.0311622 | val_loss: 0.03117 | Time: 2336.58 ms [2021-01-19 19:24:33 main:574] : INFO : Epoch 558 | loss: 0.0311616 | val_loss: 0.0311716 | Time: 2329.54 ms [2021-01-19 19:24:36 main:574] : INFO : Epoch 559 | loss: 0.031162 | val_loss: 0.0311717 | Time: 2321.59 ms [2021-01-19 19:24:38 main:574] : INFO : Epoch 560 | loss: 0.0311607 | val_loss: 0.0311709 | Time: 2333.45 ms [2021-01-19 19:24:41 main:574] : INFO : Epoch 561 | loss: 0.0311601 | val_loss: 0.0311706 | Time: 2334.18 ms [2021-01-19 19:24:43 main:574] : INFO : Epoch 562 | loss: 0.0311614 | val_loss: 0.0311703 | Time: 2314.27 ms [2021-01-19 19:24:46 main:574] : INFO : Epoch 563 | loss: 0.0311605 | val_loss: 0.0311698 | Time: 2345.37 ms [2021-01-19 19:24:48 main:574] : INFO : Epoch 564 | loss: 0.0311605 | val_loss: 0.0311731 | Time: 2332.13 ms [2021-01-19 19:24:50 main:574] : INFO : Epoch 565 | loss: 0.0311607 | val_loss: 0.0311713 | Time: 2327.86 ms [2021-01-19 19:24:53 main:574] : INFO : Epoch 566 | loss: 0.0311605 | val_loss: 0.0311708 | Time: 2314.83 ms [2021-01-19 19:24:55 main:574] : INFO : Epoch 567 | loss: 0.0311601 | val_loss: 0.0311716 | Time: 2342.22 ms [2021-01-19 19:24:58 main:574] : INFO : Epoch 568 | loss: 0.0311595 | val_loss: 0.0311719 | Time: 2344.28 ms [2021-01-19 19:25:00 main:574] : INFO : Epoch 569 | loss: 0.0311598 | val_loss: 0.0311704 | Time: 2316.91 ms [2021-01-19 19:25:03 main:574] : INFO : Epoch 570 | loss: 0.0311588 | val_loss: 0.0311741 | Time: 2322.34 ms [2021-01-19 19:25:05 main:574] : INFO : Epoch 571 | loss: 0.03116 | val_loss: 0.03117 | Time: 2341.49 ms [2021-01-19 19:25:07 main:574] : INFO : Epoch 572 | loss: 0.0311599 | val_loss: 0.0311712 | Time: 2342.49 ms [2021-01-19 19:25:10 main:574] : INFO : Epoch 573 | loss: 0.03116 | val_loss: 0.0311693 | Time: 2359 ms [2021-01-19 19:25:12 main:574] : INFO : Epoch 574 | loss: 0.0311601 | val_loss: 0.0311687 | Time: 2327.38 ms [2021-01-19 19:25:15 main:574] : INFO : Epoch 575 | loss: 0.0311579 | val_loss: 0.0311684 | Time: 2336.65 ms [2021-01-19 19:25:17 main:574] : INFO : Epoch 576 | loss: 0.0311578 | val_loss: 0.0311706 | Time: 2315.93 ms [2021-01-19 19:25:20 main:574] : INFO : Epoch 577 | loss: 0.031158 | val_loss: 0.0311699 | Time: 2336.63 ms [2021-01-19 19:25:22 main:574] : INFO : Epoch 578 | loss: 0.0311574 | val_loss: 0.0311691 | Time: 2339.48 ms [2021-01-19 19:25:25 main:574] : INFO : Epoch 579 | loss: 0.0311575 | val_loss: 0.0311679 | Time: 2346.96 ms [2021-01-19 19:25:27 main:574] : INFO : Epoch 580 | loss: 0.031159 | val_loss: 0.0311722 | Time: 2329.03 ms [2021-01-19 19:25:30 main:574] : INFO : Epoch 581 | loss: 0.0311593 | val_loss: 0.0311686 | Time: 2323.15 ms [2021-01-19 19:25:32 main:574] : INFO : Epoch 582 | loss: 0.0311565 | val_loss: 0.0311686 | Time: 2314.66 ms [2021-01-19 19:25:34 main:574] : INFO : Epoch 583 | loss: 0.0311558 | val_loss: 0.0311655 | Time: 2333.66 ms [2021-01-19 19:25:37 main:574] : INFO : Epoch 584 | loss: 0.0311554 | val_loss: 0.031169 | Time: 2329.06 ms [2021-01-19 19:25:39 main:574] : INFO : Epoch 585 | loss: 0.0311562 | val_loss: 0.0311662 | Time: 2328.13 ms [2021-01-19 19:25:42 main:574] : INFO : Epoch 586 | loss: 0.0311562 | val_loss: 0.0311684 | Time: 2324.18 ms [2021-01-19 19:25:44 main:574] : INFO : Epoch 587 | loss: 0.0311574 | val_loss: 0.0311692 | Time: 2337.98 ms [2021-01-19 19:25:47 main:574] : INFO : Epoch 588 | loss: 0.0311567 | val_loss: 0.0311694 | Time: 2326.02 ms [2021-01-19 19:25:49 main:574] : INFO : Epoch 589 | loss: 0.0311553 | val_loss: 0.0311677 | Time: 2334.45 ms [2021-01-19 19:25:51 main:574] : INFO : Epoch 590 | loss: 0.0311545 | val_loss: 0.0311695 | Time: 2325.32 ms [2021-01-19 19:25:54 main:574] : INFO : Epoch 591 | loss: 0.031155 | val_loss: 0.0311692 | Time: 2328.9 ms [2021-01-19 19:25:56 main:574] : INFO : Epoch 592 | loss: 0.031155 | val_loss: 0.0311683 | Time: 2320.62 ms [2021-01-19 19:25:59 main:574] : INFO : Epoch 593 | loss: 0.0311541 | val_loss: 0.031169 | Time: 2328.31 ms [2021-01-19 19:26:01 main:574] : INFO : Epoch 594 | loss: 0.0311539 | val_loss: 0.0311735 | Time: 2344.23 ms [2021-01-19 19:26:04 main:574] : INFO : Epoch 595 | loss: 0.0311544 | val_loss: 0.0311717 | Time: 2310.02 ms [2021-01-19 19:26:06 main:574] : INFO : Epoch 596 | loss: 0.0311557 | val_loss: 0.0311678 | Time: 2324.64 ms [2021-01-19 19:26:08 main:574] : INFO : Epoch 597 | loss: 0.0311555 | val_loss: 0.0311684 | Time: 2336.57 ms [2021-01-19 19:26:11 main:574] : INFO : Epoch 598 | loss: 0.0311543 | val_loss: 0.0311681 | Time: 2329.18 ms [2021-01-19 19:26:13 main:574] : INFO : Epoch 599 | loss: 0.0311556 | val_loss: 0.0311721 | Time: 2340.78 ms [2021-01-19 19:26:16 main:574] : INFO : Epoch 600 | loss: 0.0311565 | val_loss: 0.031169 | Time: 2335.92 ms [2021-01-19 19:26:18 main:574] : INFO : Epoch 601 | loss: 0.0311542 | val_loss: 0.0311679 | Time: 2305.69 ms [2021-01-19 19:26:21 main:574] : INFO : Epoch 602 | loss: 0.0311544 | val_loss: 0.0311671 | Time: 2344.64 ms [2021-01-19 19:26:23 main:574] : INFO : Epoch 603 | loss: 0.0311532 | val_loss: 0.0311667 | Time: 2325.07 ms [2021-01-19 19:26:25 main:574] : INFO : Epoch 604 | loss: 0.0311526 | val_loss: 0.0311676 | Time: 2338.1 ms [2021-01-19 19:26:28 main:574] : INFO : Epoch 605 | loss: 0.0311539 | val_loss: 0.0311677 | Time: 2327.5 ms [2021-01-19 19:26:30 main:574] : INFO : Epoch 606 | loss: 0.0311552 | val_loss: 0.0311689 | Time: 2324.63 ms [2021-01-19 19:26:33 main:574] : INFO : Epoch 607 | loss: 0.0311527 | val_loss: 0.0311676 | Time: 2325.71 ms [2021-01-19 19:26:35 main:574] : INFO : Epoch 608 | loss: 0.0311529 | val_loss: 0.0311661 | Time: 2337.6 ms [2021-01-19 19:26:38 main:574] : INFO : Epoch 609 | loss: 0.0311527 | val_loss: 0.0311663 | Time: 2322.03 ms [2021-01-19 19:26:40 main:574] : INFO : Epoch 610 | loss: 0.0311523 | val_loss: 0.0311672 | Time: 2338.44 ms [2021-01-19 19:26:43 main:574] : INFO : Epoch 611 | loss: 0.031155 | val_loss: 0.0311677 | Time: 2343.4 ms [2021-01-19 19:26:45 main:574] : INFO : Epoch 612 | loss: 0.0311538 | val_loss: 0.0311661 | Time: 2314.25 ms [2021-01-19 19:26:47 main:574] : INFO : Epoch 613 | loss: 0.0311529 | val_loss: 0.0311681 | Time: 2341.96 ms [2021-01-19 19:26:50 main:574] : INFO : Epoch 614 | loss: 0.0311523 | val_loss: 0.03117 | Time: 2339.03 ms [2021-01-19 19:26:52 main:574] : INFO : Epoch 615 | loss: 0.0311522 | val_loss: 0.0311651 | Time: 2338.45 ms [2021-01-19 19:26:55 main:574] : INFO : Epoch 616 | loss: 0.0311521 | val_loss: 0.031169 | Time: 2326.96 ms [2021-01-19 19:26:57 main:574] : INFO : Epoch 617 | loss: 0.0311523 | val_loss: 0.0311673 | Time: 2333.18 ms [2021-01-19 19:27:00 main:574] : INFO : Epoch 618 | loss: 0.0311519 | val_loss: 0.0311666 | Time: 2335.88 ms [2021-01-19 19:27:02 main:574] : INFO : Epoch 619 | loss: 0.0311517 | val_loss: 0.0311676 | Time: 2334.67 ms [2021-01-19 19:27:05 main:574] : INFO : Epoch 620 | loss: 0.0311517 | val_loss: 0.0311662 | Time: 2329.99 ms [2021-01-19 19:27:07 main:574] : INFO : Epoch 621 | loss: 0.0311513 | val_loss: 0.031167 | Time: 2322.45 ms [2021-01-19 19:27:09 main:574] : INFO : Epoch 622 | loss: 0.0311516 | val_loss: 0.0311688 | Time: 2320.98 ms [2021-01-19 19:27:12 main:574] : INFO : Epoch 623 | loss: 0.0311509 | val_loss: 0.0311686 | Time: 2313.78 ms [2021-01-19 19:27:14 main:574] : INFO : Epoch 624 | loss: 0.0311529 | val_loss: 0.0311709 | Time: 2273.35 ms [2021-01-19 19:27:16 main:574] : INFO : Epoch 625 | loss: 0.0311532 | val_loss: 0.0311722 | Time: 2302.76 ms [2021-01-19 19:27:19 main:574] : INFO : Epoch 626 | loss: 0.0311522 | val_loss: 0.0311673 | Time: 2299.03 ms [2021-01-19 19:27:21 main:574] : INFO : Epoch 627 | loss: 0.0311554 | val_loss: 0.0311682 | Time: 2285.81 ms [2021-01-19 19:27:24 main:574] : INFO : Epoch 628 | loss: 0.0311564 | val_loss: 0.0311725 | Time: 2277.41 ms [2021-01-19 19:27:26 main:574] : INFO : Epoch 629 | loss: 0.0311549 | val_loss: 0.0311702 | Time: 2283.55 ms [2021-01-19 19:27:28 main:574] : INFO : Epoch 630 | loss: 0.0311584 | val_loss: 0.031168 | Time: 2286.97 ms [2021-01-19 19:27:31 main:574] : INFO : Epoch 631 | loss: 0.031158 | val_loss: 0.0311699 | Time: 2290.93 ms [2021-01-19 19:27:33 main:574] : INFO : Epoch 632 | loss: 0.031157 | val_loss: 0.0311713 | Time: 2237.14 ms [2021-01-19 19:27:35 main:574] : INFO : Epoch 633 | loss: 0.0311574 | val_loss: 0.0311697 | Time: 2323.38 ms [2021-01-19 19:27:38 main:574] : INFO : Epoch 634 | loss: 0.0311567 | val_loss: 0.0311668 | Time: 2304.72 ms [2021-01-19 19:27:40 main:574] : INFO : Epoch 635 | loss: 0.0311556 | val_loss: 0.0311707 | Time: 2289.1 ms [2021-01-19 19:27:42 main:574] : INFO : Epoch 636 | loss: 0.0311557 | val_loss: 0.0311701 | Time: 2277.33 ms [2021-01-19 19:27:45 main:574] : INFO : Epoch 637 | loss: 0.0311556 | val_loss: 0.0311712 | Time: 2265.81 ms [2021-01-19 19:27:47 main:574] : INFO : Epoch 638 | loss: 0.0311554 | val_loss: 0.0311699 | Time: 2314.86 ms [2021-01-19 19:27:49 main:574] : INFO : Epoch 639 | loss: 0.0311537 | val_loss: 0.031169 | Time: 2312.67 ms [2021-01-19 19:27:52 main:574] : INFO : Epoch 640 | loss: 0.0311537 | val_loss: 0.0311706 | Time: 2317.04 ms [2021-01-19 19:27:54 main:574] : INFO : Epoch 641 | loss: 0.0311537 | val_loss: 0.0311707 | Time: 2327.69 ms [2021-01-19 19:27:57 main:574] : INFO : Epoch 642 | loss: 0.0311546 | val_loss: 0.0311704 | Time: 2317.3 ms [2021-01-19 19:27:59 main:574] : INFO : Epoch 643 | loss: 0.0311533 | val_loss: 0.031171 | Time: 2257.63 ms [2021-01-19 19:28:01 main:574] : INFO : Epoch 644 | loss: 0.0311534 | val_loss: 0.0311696 | Time: 2286.69 ms [2021-01-19 19:28:04 main:574] : INFO : Epoch 645 | loss: 0.0311546 | val_loss: 0.0311688 | Time: 2276.99 ms [2021-01-19 19:28:06 main:574] : INFO : Epoch 646 | loss: 0.0311535 | val_loss: 0.0311682 | Time: 2290.11 ms [2021-01-19 19:28:08 main:574] : INFO : Epoch 647 | loss: 0.0311532 | val_loss: 0.0311692 | Time: 2280.96 ms [2021-01-19 19:28:11 main:574] : INFO : Epoch 648 | loss: 0.0311535 | val_loss: 0.0311708 | Time: 2276.15 ms [2021-01-19 19:28:13 main:574] : INFO : Epoch 649 | loss: 0.0311538 | val_loss: 0.0311689 | Time: 2279.41 ms [2021-01-19 19:28:15 main:574] : INFO : Epoch 650 | loss: 0.0311549 | val_loss: 0.0311677 | Time: 2306.16 ms [2021-01-19 19:28:18 main:574] : INFO : Epoch 651 | loss: 0.0311541 | val_loss: 0.0311686 | Time: 2297.79 ms [2021-01-19 19:28:20 main:574] : INFO : Epoch 652 | loss: 0.031154 | val_loss: 0.0311691 | Time: 2245.23 ms [2021-01-19 19:28:22 main:574] : INFO : Epoch 653 | loss: 0.0311531 | val_loss: 0.0311689 | Time: 2316.4 ms [2021-01-19 19:28:25 main:574] : INFO : Epoch 654 | loss: 0.0311531 | val_loss: 0.0311664 | Time: 2305.29 ms [2021-01-19 19:28:27 main:574] : INFO : Epoch 655 | loss: 0.0311523 | val_loss: 0.0311681 | Time: 2288.39 ms [2021-01-19 19:28:29 main:574] : INFO : Epoch 656 | loss: 0.0311516 | val_loss: 0.0311675 | Time: 2297.51 ms [2021-01-19 19:28:32 main:574] : INFO : Epoch 657 | loss: 0.0311512 | val_loss: 0.0311685 | Time: 2293.92 ms [2021-01-19 19:28:34 main:574] : INFO : Epoch 658 | loss: 0.0311518 | val_loss: 0.0311664 | Time: 2301.85 ms [2021-01-19 19:28:36 main:574] : INFO : Epoch 659 | loss: 0.0311539 | val_loss: 0.031169 | Time: 2274.42 ms [2021-01-19 19:28:39 main:574] : INFO : Epoch 660 | loss: 0.0311545 | val_loss: 0.0311692 | Time: 2270.75 ms [2021-01-19 19:28:41 main:574] : INFO : Epoch 661 | loss: 0.0311538 | val_loss: 0.0311677 | Time: 2276.62 ms [2021-01-19 19:28:43 main:574] : INFO : Epoch 662 | loss: 0.0311523 | val_loss: 0.0311684 | Time: 2278.07 ms [2021-01-19 19:28:46 main:574] : INFO : Epoch 663 | loss: 0.0311519 | val_loss: 0.0311672 | Time: 2307.2 ms [2021-01-19 19:28:48 main:574] : INFO : Epoch 664 | loss: 0.0311535 | val_loss: 0.0311665 | Time: 2280.44 ms [2021-01-19 19:28:50 main:574] : INFO : Epoch 665 | loss: 0.0311532 | val_loss: 0.0311665 | Time: 2298.87 ms [2021-01-19 19:28:53 main:574] : INFO : Epoch 666 | loss: 0.0311531 | val_loss: 0.0311687 | Time: 2294.21 ms [2021-01-19 19:28:55 main:574] : INFO : Epoch 667 | loss: 0.0311534 | val_loss: 0.0311672 | Time: 2300.1 ms [2021-01-19 19:28:57 main:574] : INFO : Epoch 668 | loss: 0.0311539 | val_loss: 0.0311766 | Time: 2241.49 ms [2021-01-19 19:29:00 main:574] : INFO : Epoch 669 | loss: 0.0311589 | val_loss: 0.0311717 | Time: 2278.96 ms [2021-01-19 19:29:02 main:574] : INFO : Epoch 670 | loss: 0.0311563 | val_loss: 0.0311695 | Time: 2273.58 ms [2021-01-19 19:29:04 main:574] : INFO : Epoch 671 | loss: 0.0311558 | val_loss: 0.0311667 | Time: 2302.05 ms [2021-01-19 19:29:07 main:574] : INFO : Epoch 672 | loss: 0.0311574 | val_loss: 0.0311727 | Time: 2253.23 ms [2021-01-19 19:29:09 main:574] : INFO : Epoch 673 | loss: 0.0311616 | val_loss: 0.0311707 | Time: 2290.75 ms [2021-01-19 19:29:11 main:574] : INFO : Epoch 674 | loss: 0.03116 | val_loss: 0.031172 | Time: 2273.24 ms [2021-01-19 19:29:14 main:574] : INFO : Epoch 675 | loss: 0.0311586 | val_loss: 0.0311712 | Time: 2252.24 ms [2021-01-19 19:29:16 main:574] : INFO : Epoch 676 | loss: 0.0311568 | val_loss: 0.0311706 | Time: 2271.56 ms [2021-01-19 19:29:18 main:574] : INFO : Epoch 677 | loss: 0.0311597 | val_loss: 0.031176 | Time: 2286.05 ms [2021-01-19 19:29:21 main:574] : INFO : Epoch 678 | loss: 0.0311594 | val_loss: 0.0311674 | Time: 2252.61 ms [2021-01-19 19:29:23 main:574] : INFO : Epoch 679 | loss: 0.0311561 | val_loss: 0.0311677 | Time: 2284.83 ms [2021-01-19 19:29:25 main:574] : INFO : Epoch 680 | loss: 0.0311581 | val_loss: 0.0311665 | Time: 2261.64 ms [2021-01-19 19:29:27 main:574] : INFO : Epoch 681 | loss: 0.031156 | val_loss: 0.0311659 | Time: 2291.27 ms [2021-01-19 19:29:30 main:574] : INFO : Epoch 682 | loss: 0.0311556 | val_loss: 0.0311699 | Time: 2303.42 ms [2021-01-19 19:29:32 main:574] : INFO : Epoch 683 | loss: 0.0311552 | val_loss: 0.031166 | Time: 2308.9 ms [2021-01-19 19:29:35 main:574] : INFO : Epoch 684 | loss: 0.0311555 | val_loss: 0.0311687 | Time: 2248.04 ms [2021-01-19 19:29:37 main:574] : INFO : Epoch 685 | loss: 0.0311552 | val_loss: 0.0311684 | Time: 2293.19 ms [2021-01-19 19:29:39 main:574] : INFO : Epoch 686 | loss: 0.0311547 | val_loss: 0.0311666 | Time: 2265.63 ms [2021-01-19 19:29:41 main:574] : INFO : Epoch 687 | loss: 0.0311551 | val_loss: 0.0311658 | Time: 2270.61 ms [2021-01-19 19:29:44 main:574] : INFO : Epoch 688 | loss: 0.0311544 | val_loss: 0.0311673 | Time: 2263.12 ms [2021-01-19 19:29:46 main:574] : INFO : Epoch 689 | loss: 0.0311536 | val_loss: 0.0311668 | Time: 2259.29 ms [2021-01-19 19:29:48 main:574] : INFO : Epoch 690 | loss: 0.031154 | val_loss: 0.0311683 | Time: 2279.86 ms [2021-01-19 19:29:51 main:574] : INFO : Epoch 691 | loss: 0.0311539 | val_loss: 0.0311656 | Time: 2277.4 ms [2021-01-19 19:29:53 main:574] : INFO : Epoch 692 | loss: 0.0311541 | val_loss: 0.0311666 | Time: 2285.55 ms [2021-01-19 19:29:55 main:574] : INFO : Epoch 693 | loss: 0.0311533 | val_loss: 0.0311663 | Time: 2268.79 ms [2021-01-19 19:29:58 main:574] : INFO : Epoch 694 | loss: 0.0311539 | val_loss: 0.0311665 | Time: 2298.07 ms [2021-01-19 19:30:00 main:574] : INFO : Epoch 695 | loss: 0.0311556 | val_loss: 0.0311692 | Time: 2268.31 ms [2021-01-19 19:30:02 main:574] : INFO : Epoch 696 | loss: 0.031156 | val_loss: 0.0311666 | Time: 2279.1 ms [2021-01-19 19:30:05 main:574] : INFO : Epoch 697 | loss: 0.0311563 | val_loss: 0.0311675 | Time: 2294.66 ms [2021-01-19 19:30:07 main:574] : INFO : Epoch 698 | loss: 0.0311561 | val_loss: 0.0311668 | Time: 2279.17 ms [2021-01-19 19:30:09 main:574] : INFO : Epoch 699 | loss: 0.0311569 | val_loss: 0.0311676 | Time: 2312.18 ms [2021-01-19 19:30:12 main:574] : INFO : Epoch 700 | loss: 0.0311578 | val_loss: 0.0311684 | Time: 2273.68 ms [2021-01-19 19:30:14 main:574] : INFO : Epoch 701 | loss: 0.0311572 | val_loss: 0.0311667 | Time: 2286.01 ms [2021-01-19 19:30:16 main:574] : INFO : Epoch 702 | loss: 0.0311566 | val_loss: 0.0311667 | Time: 2240.12 ms [2021-01-19 19:30:19 main:574] : INFO : Epoch 703 | loss: 0.0311554 | val_loss: 0.0311653 | Time: 2278.31 ms [2021-01-19 19:30:21 main:574] : INFO : Epoch 704 | loss: 0.0311554 | val_loss: 0.0311656 | Time: 2275.29 ms [2021-01-19 19:30:23 main:574] : INFO : Epoch 705 | loss: 0.0311552 | val_loss: 0.0311652 | Time: 2295.34 ms [2021-01-19 19:30:26 main:574] : INFO : Epoch 706 | loss: 0.0311539 | val_loss: 0.0311661 | Time: 2298.97 ms [2021-01-19 19:30:28 main:574] : INFO : Epoch 707 | loss: 0.0311546 | val_loss: 0.0311649 | Time: 2272.93 ms [2021-01-19 19:30:30 main:574] : INFO : Epoch 708 | loss: 0.0311552 | val_loss: 0.0311655 | Time: 2282.91 ms [2021-01-19 19:30:33 main:574] : INFO : Epoch 709 | loss: 0.0311566 | val_loss: 0.031171 | Time: 2304.48 ms [2021-01-19 19:30:35 main:574] : INFO : Epoch 710 | loss: 0.0311568 | val_loss: 0.031166 | Time: 2250.29 ms [2021-01-19 19:30:37 main:574] : INFO : Epoch 711 | loss: 0.0311536 | val_loss: 0.0311693 | Time: 2287.46 ms [2021-01-19 19:30:40 main:574] : INFO : Epoch 712 | loss: 0.0311532 | val_loss: 0.0311666 | Time: 2307.81 ms [2021-01-19 19:30:42 main:574] : INFO : Epoch 713 | loss: 0.0311533 | val_loss: 0.0311652 | Time: 2309.5 ms [2021-01-19 19:30:44 main:574] : INFO : Epoch 714 | loss: 0.0311532 | val_loss: 0.0311662 | Time: 2273.47 ms [2021-01-19 19:30:47 main:574] : INFO : Epoch 715 | loss: 0.0311533 | val_loss: 0.031169 | Time: 2274.02 ms [2021-01-19 19:30:49 main:574] : INFO : Epoch 716 | loss: 0.0311544 | val_loss: 0.0311711 | Time: 2247.16 ms [2021-01-19 19:30:51 main:574] : INFO : Epoch 717 | loss: 0.031155 | val_loss: 0.0311698 | Time: 2284.22 ms [2021-01-19 19:30:54 main:574] : INFO : Epoch 718 | loss: 0.0311549 | val_loss: 0.0311691 | Time: 2268.72 ms [2021-01-19 19:30:56 main:574] : INFO : Epoch 719 | loss: 0.0311535 | val_loss: 0.0311675 | Time: 2299.68 ms [2021-01-19 19:30:58 main:574] : INFO : Epoch 720 | loss: 0.0311535 | val_loss: 0.031167 | Time: 2265.04 ms [2021-01-19 19:31:01 main:574] : INFO : Epoch 721 | loss: 0.0311548 | val_loss: 0.0311671 | Time: 2330.79 ms [2021-01-19 19:31:03 main:574] : INFO : Epoch 722 | loss: 0.0311573 | val_loss: 0.0311721 | Time: 2272.54 ms [2021-01-19 19:31:05 main:574] : INFO : Epoch 723 | loss: 0.0311548 | val_loss: 0.031168 | Time: 2265.39 ms [2021-01-19 19:31:08 main:574] : INFO : Epoch 724 | loss: 0.0311536 | val_loss: 0.0311666 | Time: 2254.36 ms [2021-01-19 19:31:10 main:574] : INFO : Epoch 725 | loss: 0.0311525 | val_loss: 0.0311662 | Time: 2301.86 ms [2021-01-19 19:31:12 main:574] : INFO : Epoch 726 | loss: 0.031154 | val_loss: 0.0311677 | Time: 2271.05 ms [2021-01-19 19:31:15 main:574] : INFO : Epoch 727 | loss: 0.0311576 | val_loss: 0.0311679 | Time: 2274.61 ms [2021-01-19 19:31:17 main:574] : INFO : Epoch 728 | loss: 0.0311558 | val_loss: 0.0311661 | Time: 2250.99 ms [2021-01-19 19:31:19 main:574] : INFO : Epoch 729 | loss: 0.031156 | val_loss: 0.0311667 | Time: 2295.79 ms [2021-01-19 19:31:22 main:574] : INFO : Epoch 730 | loss: 0.0311549 | val_loss: 0.0311667 | Time: 2270.09 ms [2021-01-19 19:31:24 main:574] : INFO : Epoch 731 | loss: 0.0311562 | val_loss: 0.0311681 | Time: 2287.4 ms [2021-01-19 19:31:26 main:574] : INFO : Epoch 732 | loss: 0.0311573 | val_loss: 0.031167 | Time: 2267.2 ms [2021-01-19 19:31:29 main:574] : INFO : Epoch 733 | loss: 0.0311579 | val_loss: 0.0311668 | Time: 2267.98 ms [2021-01-19 19:31:31 main:574] : INFO : Epoch 734 | loss: 0.0311571 | val_loss: 0.0311676 | Time: 2290.44 ms [2021-01-19 19:31:33 main:574] : INFO : Epoch 735 | loss: 0.0311584 | val_loss: 0.0311656 | Time: 2305.77 ms [2021-01-19 19:31:36 main:574] : INFO : Epoch 736 | loss: 0.0311572 | val_loss: 0.0311674 | Time: 2274.53 ms [2021-01-19 19:31:38 main:574] : INFO : Epoch 737 | loss: 0.031157 | val_loss: 0.0311673 | Time: 2260.09 ms [2021-01-19 19:31:40 main:574] : INFO : Epoch 738 | loss: 0.0311561 | val_loss: 0.0311674 | Time: 2272.91 ms [2021-01-19 19:31:43 main:574] : INFO : Epoch 739 | loss: 0.0311572 | val_loss: 0.0311688 | Time: 2319.7 ms [2021-01-19 19:31:45 main:574] : INFO : Epoch 740 | loss: 0.0311597 | val_loss: 0.031171 | Time: 2316.73 ms [2021-01-19 19:31:47 main:574] : INFO : Epoch 741 | loss: 0.0311585 | val_loss: 0.0311709 | Time: 2280.39 ms [2021-01-19 19:31:50 main:574] : INFO : Epoch 742 | loss: 0.0311582 | val_loss: 0.0311714 | Time: 2293.13 ms [2021-01-19 19:31:52 main:574] : INFO : Epoch 743 | loss: 0.0311593 | val_loss: 0.0311687 | Time: 2294.5 ms [2021-01-19 19:31:54 main:574] : INFO : Epoch 744 | loss: 0.0311585 | val_loss: 0.0311683 | Time: 2289.75 ms [2021-01-19 19:31:57 main:574] : INFO : Epoch 745 | loss: 0.0311576 | val_loss: 0.0311685 | Time: 2268.41 ms [2021-01-19 19:31:59 main:574] : INFO : Epoch 746 | loss: 0.031159 | val_loss: 0.0311714 | Time: 2260.05 ms [2021-01-19 19:32:01 main:574] : INFO : Epoch 747 | loss: 0.0311613 | val_loss: 0.0311683 | Time: 2290.52 ms [2021-01-19 19:32:04 main:574] : INFO : Epoch 748 | loss: 0.03116 | val_loss: 0.03117 | Time: 2309.14 ms [2021-01-19 19:32:06 main:574] : INFO : Epoch 749 | loss: 0.0311586 | val_loss: 0.0311687 | Time: 2287.4 ms [2021-01-19 19:32:08 main:574] : INFO : Epoch 750 | loss: 0.0311572 | val_loss: 0.0311672 | Time: 2260.04 ms [2021-01-19 19:32:11 main:574] : INFO : Epoch 751 | loss: 0.0311585 | val_loss: 0.0311709 | Time: 2296.15 ms [2021-01-19 19:32:13 main:574] : INFO : Epoch 752 | loss: 0.0311598 | val_loss: 0.0311661 | Time: 2288.8 ms [2021-01-19 19:32:15 main:574] : INFO : Epoch 753 | loss: 0.0311594 | val_loss: 0.0311671 | Time: 2276.91 ms [2021-01-19 19:32:18 main:574] : INFO : Epoch 754 | loss: 0.0311585 | val_loss: 0.0311675 | Time: 2267.81 ms [2021-01-19 19:32:20 main:574] : INFO : Epoch 755 | loss: 0.0311588 | val_loss: 0.0311669 | Time: 2301.42 ms [2021-01-19 19:32:22 main:574] : INFO : Epoch 756 | loss: 0.0311577 | val_loss: 0.0311703 | Time: 2275.35 ms [2021-01-19 19:32:25 main:574] : INFO : Epoch 757 | loss: 0.0311583 | val_loss: 0.0311683 | Time: 2281.89 ms [2021-01-19 19:32:27 main:574] : INFO : Epoch 758 | loss: 0.0311617 | val_loss: 0.031168 | Time: 2264.46 ms [2021-01-19 19:32:29 main:574] : INFO : Epoch 759 | loss: 0.0311616 | val_loss: 0.031171 | Time: 2300.44 ms [2021-01-19 19:32:32 main:574] : INFO : Epoch 760 | loss: 0.0311626 | val_loss: 0.0311704 | Time: 2274.86 ms [2021-01-19 19:32:34 main:574] : INFO : Epoch 761 | loss: 0.031162 | val_loss: 0.0311687 | Time: 2288.83 ms [2021-01-19 19:32:36 main:574] : INFO : Epoch 762 | loss: 0.031161 | val_loss: 0.0311672 | Time: 2280.58 ms [2021-01-19 19:32:39 main:574] : INFO : Epoch 763 | loss: 0.0311603 | val_loss: 0.0311693 | Time: 2293.03 ms [2021-01-19 19:32:41 main:574] : INFO : Epoch 764 | loss: 0.0311611 | val_loss: 0.0311673 | Time: 2249.67 ms [2021-01-19 19:32:43 main:574] : INFO : Epoch 765 | loss: 0.0311624 | val_loss: 0.0311704 | Time: 2290.98 ms [2021-01-19 19:32:46 main:574] : INFO : Epoch 766 | loss: 0.0311648 | val_loss: 0.0311714 | Time: 2226.54 ms [2021-01-19 19:32:48 main:574] : INFO : Epoch 767 | loss: 0.0311659 | val_loss: 0.0311701 | Time: 2282.02 ms [2021-01-19 19:32:50 main:574] : INFO : Epoch 768 | loss: 0.0311652 | val_loss: 0.0311734 | Time: 2304.67 ms [2021-01-19 19:32:53 main:574] : INFO : Epoch 769 | loss: 0.031165 | val_loss: 0.031168 | Time: 2291.02 ms [2021-01-19 19:32:55 main:574] : INFO : Epoch 770 | loss: 0.0311627 | val_loss: 0.0311659 | Time: 2309.02 ms [2021-01-19 19:32:57 main:574] : INFO : Epoch 771 | loss: 0.031161 | val_loss: 0.0311655 | Time: 2296.87 ms [2021-01-19 19:33:00 main:574] : INFO : Epoch 772 | loss: 0.0311615 | val_loss: 0.0311688 | Time: 2284.01 ms [2021-01-19 19:33:02 main:574] : INFO : Epoch 773 | loss: 0.0311608 | val_loss: 0.0311678 | Time: 2315.15 ms [2021-01-19 19:33:04 main:574] : INFO : Epoch 774 | loss: 0.0311615 | val_loss: 0.0311688 | Time: 2300.33 ms [2021-01-19 19:33:07 main:574] : INFO : Epoch 775 | loss: 0.0311632 | val_loss: 0.0311692 | Time: 2338.2 ms [2021-01-19 19:33:09 main:574] : INFO : Epoch 776 | loss: 0.0311646 | val_loss: 0.0311677 | Time: 2248.84 ms [2021-01-19 19:33:11 main:574] : INFO : Epoch 777 | loss: 0.0311643 | val_loss: 0.0311672 | Time: 2311.51 ms [2021-01-19 19:33:14 main:574] : INFO : Epoch 778 | loss: 0.0311649 | val_loss: 0.0311691 | Time: 2279.33 ms [2021-01-19 19:33:16 main:574] : INFO : Epoch 779 | loss: 0.0311644 | val_loss: 0.0311697 | Time: 2282.77 ms [2021-01-19 19:33:18 main:574] : INFO : Epoch 780 | loss: 0.0311659 | val_loss: 0.0311717 | Time: 2272.86 ms [2021-01-19 19:33:21 main:574] : INFO : Epoch 781 | loss: 0.0311656 | val_loss: 0.0311741 | Time: 2277.43 ms [2021-01-19 19:33:23 main:574] : INFO : Epoch 782 | loss: 0.0311667 | val_loss: 0.0311732 | Time: 2285.32 ms [2021-01-19 19:33:25 main:574] : INFO : Epoch 783 | loss: 0.0311675 | val_loss: 0.0311722 | Time: 2286.21 ms [2021-01-19 19:33:28 main:574] : INFO : Epoch 784 | loss: 0.0311658 | val_loss: 0.0311709 | Time: 2265.03 ms [2021-01-19 19:33:30 main:574] : INFO : Epoch 785 | loss: 0.0311667 | val_loss: 0.0311727 | Time: 2295.16 ms [2021-01-19 19:33:32 main:574] : INFO : Epoch 786 | loss: 0.0311667 | val_loss: 0.0311705 | Time: 2272.1 ms [2021-01-19 19:33:35 main:574] : INFO : Epoch 787 | loss: 0.0311662 | val_loss: 0.0311708 | Time: 2314.4 ms [2021-01-19 19:33:37 main:574] : INFO : Epoch 788 | loss: 0.0311653 | val_loss: 0.0311694 | Time: 2274.06 ms [2021-01-19 19:33:39 main:574] : INFO : Epoch 789 | loss: 0.0311631 | val_loss: 0.0311712 | Time: 2321.17 ms [2021-01-19 19:33:42 main:574] : INFO : Epoch 790 | loss: 0.0311628 | val_loss: 0.0311711 | Time: 2296.56 ms [2021-01-19 19:33:44 main:574] : INFO : Epoch 791 | loss: 0.0311637 | val_loss: 0.0311737 | Time: 2301.23 ms [2021-01-19 19:33:47 main:574] : INFO : Epoch 792 | loss: 0.0311637 | val_loss: 0.0311719 | Time: 2241.23 ms [2021-01-19 19:33:49 main:574] : INFO : Epoch 793 | loss: 0.031163 | val_loss: 0.0311704 | Time: 2329.64 ms [2021-01-19 19:33:51 main:574] : INFO : Epoch 794 | loss: 0.0311621 | val_loss: 0.0311711 | Time: 2304.12 ms [2021-01-19 19:33:54 main:574] : INFO : Epoch 795 | loss: 0.0311615 | val_loss: 0.0311705 | Time: 2332.07 ms [2021-01-19 19:33:56 main:574] : INFO : Epoch 796 | loss: 0.0311622 | val_loss: 0.0311691 | Time: 2326.31 ms [2021-01-19 19:33:59 main:574] : INFO : Epoch 797 | loss: 0.0311596 | val_loss: 0.0311688 | Time: 2338.3 ms [2021-01-19 19:34:01 main:574] : INFO : Epoch 798 | loss: 0.0311613 | val_loss: 0.0311689 | Time: 2318.05 ms [2021-01-19 19:34:03 main:574] : INFO : Epoch 799 | loss: 0.03116 | val_loss: 0.0311687 | Time: 2341.49 ms [2021-01-19 19:34:06 main:574] : INFO : Epoch 800 | loss: 0.0311612 | val_loss: 0.0311738 | Time: 2318.85 ms [2021-01-19 19:34:08 main:574] : INFO : Epoch 801 | loss: 0.0311616 | val_loss: 0.0311684 | Time: 2353.59 ms [2021-01-19 19:34:11 main:574] : INFO : Epoch 802 | loss: 0.0311626 | val_loss: 0.0311681 | Time: 2341.63 ms [2021-01-19 19:34:13 main:574] : INFO : Epoch 803 | loss: 0.0311621 | val_loss: 0.0311677 | Time: 2349.41 ms [2021-01-19 19:34:16 main:574] : INFO : Epoch 804 | loss: 0.0311616 | val_loss: 0.03117 | Time: 2335.25 ms [2021-01-19 19:34:18 main:574] : INFO : Epoch 805 | loss: 0.0311618 | val_loss: 0.0311682 | Time: 2335.31 ms [2021-01-19 19:34:21 main:574] : INFO : Epoch 806 | loss: 0.0311618 | val_loss: 0.0311679 | Time: 2340.67 ms [2021-01-19 19:34:23 main:574] : INFO : Epoch 807 | loss: 0.0311623 | val_loss: 0.0311728 | Time: 2362.09 ms [2021-01-19 19:34:26 main:574] : INFO : Epoch 808 | loss: 0.0311616 | val_loss: 0.0311699 | Time: 2322.15 ms [2021-01-19 19:34:28 main:574] : INFO : Epoch 809 | loss: 0.0311615 | val_loss: 0.0311701 | Time: 2337.97 ms [2021-01-19 19:34:30 main:574] : INFO : Epoch 810 | loss: 0.0311614 | val_loss: 0.0311692 | Time: 2331.39 ms [2021-01-19 19:34:33 main:574] : INFO : Epoch 811 | loss: 0.031161 | val_loss: 0.0311724 | Time: 2356.71 ms [2021-01-19 19:34:35 main:574] : INFO : Epoch 812 | loss: 0.0311609 | val_loss: 0.0311696 | Time: 2324.8 ms [2021-01-19 19:34:38 main:574] : INFO : Epoch 813 | loss: 0.0311601 | val_loss: 0.0311676 | Time: 2327.72 ms [2021-01-19 19:34:40 main:574] : INFO : Epoch 814 | loss: 0.0311596 | val_loss: 0.0311684 | Time: 2333.19 ms [2021-01-19 19:34:43 main:574] : INFO : Epoch 815 | loss: 0.0311595 | val_loss: 0.0311685 | Time: 2346.28 ms [2021-01-19 19:34:45 main:574] : INFO : Epoch 816 | loss: 0.0311606 | val_loss: 0.0311713 | Time: 2332.41 ms [2021-01-19 19:34:48 main:574] : INFO : Epoch 817 | loss: 0.0311601 | val_loss: 0.0311688 | Time: 2341.33 ms [2021-01-19 19:34:50 main:574] : INFO : Epoch 818 | loss: 0.0311612 | val_loss: 0.0311683 | Time: 2338.42 ms [2021-01-19 19:34:52 main:574] : INFO : Epoch 819 | loss: 0.0311606 | val_loss: 0.0311712 | Time: 2321.11 ms [2021-01-19 19:34:55 main:574] : INFO : Epoch 820 | loss: 0.0311602 | val_loss: 0.0311669 | Time: 2354.74 ms [2021-01-19 19:34:57 main:574] : INFO : Epoch 821 | loss: 0.0311589 | val_loss: 0.0311693 | Time: 2336.34 ms [2021-01-19 19:35:00 main:574] : INFO : Epoch 822 | loss: 0.0311599 | val_loss: 0.0311678 | Time: 2355.32 ms [2021-01-19 19:35:02 main:574] : INFO : Epoch 823 | loss: 0.0311595 | val_loss: 0.0311669 | Time: 2332.7 ms [2021-01-19 19:35:05 main:574] : INFO : Epoch 824 | loss: 0.031163 | val_loss: 0.0311711 | Time: 2329.49 ms [2021-01-19 19:35:07 main:574] : INFO : Epoch 825 | loss: 0.0311656 | val_loss: 0.0311749 | Time: 2336.9 ms [2021-01-19 19:35:10 main:574] : INFO : Epoch 826 | loss: 0.0311615 | val_loss: 0.0311678 | Time: 2334.71 ms [2021-01-19 19:35:12 main:574] : INFO : Epoch 827 | loss: 0.0311597 | val_loss: 0.0311707 | Time: 2336.76 ms [2021-01-19 19:35:15 main:574] : INFO : Epoch 828 | loss: 0.0311604 | val_loss: 0.031168 | Time: 2307.78 ms [2021-01-19 19:35:17 main:574] : INFO : Epoch 829 | loss: 0.031158 | val_loss: 0.0311686 | Time: 2308.43 ms [2021-01-19 19:35:19 main:574] : INFO : Epoch 830 | loss: 0.0311591 | val_loss: 0.0311685 | Time: 2315.02 ms [2021-01-19 19:35:22 main:574] : INFO : Epoch 831 | loss: 0.0311597 | val_loss: 0.0311673 | Time: 2299.46 ms [2021-01-19 19:35:24 main:574] : INFO : Epoch 832 | loss: 0.031161 | val_loss: 0.031168 | Time: 2324.24 ms [2021-01-19 19:35:27 main:574] : INFO : Epoch 833 | loss: 0.0311595 | val_loss: 0.0311676 | Time: 2281.52 ms [2021-01-19 19:35:29 main:574] : INFO : Epoch 834 | loss: 0.0311596 | val_loss: 0.0311683 | Time: 2310.93 ms [2021-01-19 19:35:31 main:574] : INFO : Epoch 835 | loss: 0.0311592 | val_loss: 0.0311687 | Time: 2289.68 ms [2021-01-19 19:35:34 main:574] : INFO : Epoch 836 | loss: 0.0311598 | val_loss: 0.0311688 | Time: 2306.71 ms [2021-01-19 19:35:36 main:574] : INFO : Epoch 837 | loss: 0.0311614 | val_loss: 0.0311668 | Time: 2306.4 ms [2021-01-19 19:35:38 main:574] : INFO : Epoch 838 | loss: 0.0311591 | val_loss: 0.0311675 | Time: 2336.2 ms [2021-01-19 19:35:41 main:574] : INFO : Epoch 839 | loss: 0.0311596 | val_loss: 0.0311693 | Time: 2326.94 ms [2021-01-19 19:35:43 main:574] : INFO : Epoch 840 | loss: 0.0311601 | val_loss: 0.0311685 | Time: 2303.17 ms [2021-01-19 19:35:46 main:574] : INFO : Epoch 841 | loss: 0.0311601 | val_loss: 0.0311683 | Time: 2315.02 ms [2021-01-19 19:35:48 main:574] : INFO : Epoch 842 | loss: 0.0311587 | val_loss: 0.0311697 | Time: 2320.53 ms [2021-01-19 19:35:50 main:574] : INFO : Epoch 843 | loss: 0.0311581 | val_loss: 0.0311667 | Time: 2322.95 ms [2021-01-19 19:35:53 main:574] : INFO : Epoch 844 | loss: 0.03116 | val_loss: 0.0311663 | Time: 2336.25 ms [2021-01-19 19:35:55 main:574] : INFO : Epoch 845 | loss: 0.0311599 | val_loss: 0.0311672 | Time: 2337.88 ms [2021-01-19 19:35:58 main:574] : INFO : Epoch 846 | loss: 0.0311589 | val_loss: 0.0311707 | Time: 2362.13 ms [2021-01-19 19:36:00 main:574] : INFO : Epoch 847 | loss: 0.0311596 | val_loss: 0.0311689 | Time: 2339.44 ms [2021-01-19 19:36:03 main:574] : INFO : Epoch 848 | loss: 0.0311597 | val_loss: 0.0311714 | Time: 2331.61 ms [2021-01-19 19:36:05 main:574] : INFO : Epoch 849 | loss: 0.0311592 | val_loss: 0.0311706 | Time: 2334.21 ms [2021-01-19 19:36:08 main:574] : INFO : Epoch 850 | loss: 0.0311586 | val_loss: 0.0311683 | Time: 2318.22 ms [2021-01-19 19:36:10 main:574] : INFO : Epoch 851 | loss: 0.0311586 | val_loss: 0.0311682 | Time: 2336.7 ms [2021-01-19 19:36:13 main:574] : INFO : Epoch 852 | loss: 0.0311597 | val_loss: 0.0311695 | Time: 2357.29 ms [2021-01-19 19:36:15 main:574] : INFO : Epoch 853 | loss: 0.0311586 | val_loss: 0.0311676 | Time: 2330.72 ms [2021-01-19 19:36:17 main:574] : INFO : Epoch 854 | loss: 0.0311578 | val_loss: 0.0311675 | Time: 2326.64 ms [2021-01-19 19:36:20 main:574] : INFO : Epoch 855 | loss: 0.0311588 | val_loss: 0.0311683 | Time: 2307.67 ms [2021-01-19 19:36:22 main:574] : INFO : Epoch 856 | loss: 0.031158 | val_loss: 0.0311679 | Time: 2320.51 ms [2021-01-19 19:36:25 main:574] : INFO : Epoch 857 | loss: 0.0311581 | val_loss: 0.0311697 | Time: 2328.86 ms [2021-01-19 19:36:27 main:574] : INFO : Epoch 858 | loss: 0.0311589 | val_loss: 0.0311699 | Time: 2323.1 ms [2021-01-19 19:36:30 main:574] : INFO : Epoch 859 | loss: 0.0311577 | val_loss: 0.031169 | Time: 2345.47 ms [2021-01-19 19:36:32 main:574] : INFO : Epoch 860 | loss: 0.0311578 | val_loss: 0.0311689 | Time: 2334.18 ms [2021-01-19 19:36:35 main:574] : INFO : Epoch 861 | loss: 0.0311575 | val_loss: 0.031168 | Time: 2354.41 ms [2021-01-19 19:36:37 main:574] : INFO : Epoch 862 | loss: 0.031158 | val_loss: 0.0311669 | Time: 2279.03 ms [2021-01-19 19:36:39 main:574] : INFO : Epoch 863 | loss: 0.031157 | val_loss: 0.0311669 | Time: 2303.59 ms [2021-01-19 19:36:42 main:574] : INFO : Epoch 864 | loss: 0.0311568 | val_loss: 0.0311682 | Time: 2272.77 ms [2021-01-19 19:36:44 main:574] : INFO : Epoch 865 | loss: 0.0311566 | val_loss: 0.031168 | Time: 2288.95 ms [2021-01-19 19:36:46 main:574] : INFO : Epoch 866 | loss: 0.0311573 | val_loss: 0.0311678 | Time: 2267.42 ms [2021-01-19 19:36:49 main:574] : INFO : Epoch 867 | loss: 0.0311576 | val_loss: 0.0311684 | Time: 2307.28 ms [2021-01-19 19:36:51 main:574] : INFO : Epoch 868 | loss: 0.0311591 | val_loss: 0.0311667 | Time: 2268.52 ms [2021-01-19 19:36:53 main:574] : INFO : Epoch 869 | loss: 0.0311585 | val_loss: 0.0311667 | Time: 2280.54 ms [2021-01-19 19:36:56 main:574] : INFO : Epoch 870 | loss: 0.0311585 | val_loss: 0.0311677 | Time: 2346.62 ms [2021-01-19 19:36:58 main:574] : INFO : Epoch 871 | loss: 0.0311581 | val_loss: 0.0311661 | Time: 2335.39 ms [2021-01-19 19:37:01 main:574] : INFO : Epoch 872 | loss: 0.0311585 | val_loss: 0.0311668 | Time: 2331.92 ms [2021-01-19 19:37:03 main:574] : INFO : Epoch 873 | loss: 0.0311585 | val_loss: 0.0311691 | Time: 2314.28 ms [2021-01-19 19:37:05 main:574] : INFO : Epoch 874 | loss: 0.0311589 | val_loss: 0.0311692 | Time: 2335.13 ms [2021-01-19 19:37:08 main:574] : INFO : Epoch 875 | loss: 0.0311584 | val_loss: 0.0311693 | Time: 2313.3 ms [2021-01-19 19:37:10 main:574] : INFO : Epoch 876 | loss: 0.0311631 | val_loss: 0.0311732 | Time: 2290.82 ms [2021-01-19 19:37:13 main:574] : INFO : Epoch 877 | loss: 0.031163 | val_loss: 0.0311668 | Time: 2322.81 ms [2021-01-19 19:37:15 main:574] : INFO : Epoch 878 | loss: 0.0311604 | val_loss: 0.0311691 | Time: 2345.11 ms [2021-01-19 19:37:17 main:574] : INFO : Epoch 879 | loss: 0.0311594 | val_loss: 0.0311682 | Time: 2328.11 ms [2021-01-19 19:37:20 main:574] : INFO : Epoch 880 | loss: 0.0311579 | val_loss: 0.031169 | Time: 2350.5 ms [2021-01-19 19:37:22 main:574] : INFO : Epoch 881 | loss: 0.0311576 | val_loss: 0.0311696 | Time: 2313.11 ms [2021-01-19 19:37:25 main:574] : INFO : Epoch 882 | loss: 0.0311581 | val_loss: 0.0311695 | Time: 2345.77 ms [2021-01-19 19:37:27 main:574] : INFO : Epoch 883 | loss: 0.0311615 | val_loss: 0.0311745 | Time: 2307.87 ms [2021-01-19 19:37:30 main:574] : INFO : Epoch 884 | loss: 0.0311617 | val_loss: 0.0311725 | Time: 2284.69 ms [2021-01-19 19:37:32 main:574] : INFO : Epoch 885 | loss: 0.0311614 | val_loss: 0.0311731 | Time: 2343.98 ms [2021-01-19 19:37:34 main:574] : INFO : Epoch 886 | loss: 0.0311609 | val_loss: 0.0311731 | Time: 2308.8 ms [2021-01-19 19:37:37 main:574] : INFO : Epoch 887 | loss: 0.0311627 | val_loss: 0.0311728 | Time: 2303.48 ms [2021-01-19 19:37:39 main:574] : INFO : Epoch 888 | loss: 0.0311617 | val_loss: 0.0311712 | Time: 2320.19 ms [2021-01-19 19:37:42 main:574] : INFO : Epoch 889 | loss: 0.0311609 | val_loss: 0.0311737 | Time: 2304.59 ms [2021-01-19 19:37:44 main:574] : INFO : Epoch 890 | loss: 0.0311632 | val_loss: 0.0311727 | Time: 2315.44 ms [2021-01-19 19:37:46 main:574] : INFO : Epoch 891 | loss: 0.0311604 | val_loss: 0.0311711 | Time: 2309.37 ms [2021-01-19 19:37:49 main:574] : INFO : Epoch 892 | loss: 0.0311596 | val_loss: 0.0311698 | Time: 2313.33 ms [2021-01-19 19:37:51 main:574] : INFO : Epoch 893 | loss: 0.0311598 | val_loss: 0.0311697 | Time: 2327.76 ms [2021-01-19 19:37:54 main:574] : INFO : Epoch 894 | loss: 0.0311595 | val_loss: 0.0311687 | Time: 2318.57 ms [2021-01-19 19:37:56 main:574] : INFO : Epoch 895 | loss: 0.0311597 | val_loss: 0.0311685 | Time: 2344.98 ms [2021-01-19 19:37:59 main:574] : INFO : Epoch 896 | loss: 0.0311584 | val_loss: 0.0311696 | Time: 2324.98 ms [2021-01-19 19:38:01 main:574] : INFO : Epoch 897 | loss: 0.0311587 | val_loss: 0.03117 | Time: 2304.98 ms [2021-01-19 19:38:03 main:574] : INFO : Epoch 898 | loss: 0.0311584 | val_loss: 0.0311694 | Time: 2320.98 ms [2021-01-19 19:38:06 main:574] : INFO : Epoch 899 | loss: 0.0311596 | val_loss: 0.0311736 | Time: 2339.27 ms [2021-01-19 19:38:08 main:574] : INFO : Epoch 900 | loss: 0.0311618 | val_loss: 0.0311677 | Time: 2264.22 ms [2021-01-19 19:38:10 main:574] : INFO : Epoch 901 | loss: 0.0311601 | val_loss: 0.0311687 | Time: 2314.85 ms [2021-01-19 19:38:13 main:574] : INFO : Epoch 902 | loss: 0.0311607 | val_loss: 0.0311702 | Time: 2304 ms [2021-01-19 19:38:15 main:574] : INFO : Epoch 903 | loss: 0.0311648 | val_loss: 0.0311779 | Time: 2318.77 ms [2021-01-19 19:38:18 main:574] : INFO : Epoch 904 | loss: 0.0311613 | val_loss: 0.0311714 | Time: 2303.37 ms [2021-01-19 19:38:20 main:574] : INFO : Epoch 905 | loss: 0.0311587 | val_loss: 0.0311708 | Time: 2318.09 ms [2021-01-19 19:38:22 main:574] : INFO : Epoch 906 | loss: 0.0311617 | val_loss: 0.0311714 | Time: 2307.16 ms [2021-01-19 19:38:25 main:574] : INFO : Epoch 907 | loss: 0.0311618 | val_loss: 0.0311707 | Time: 2308.06 ms [2021-01-19 19:38:27 main:574] : INFO : Epoch 908 | loss: 0.0311608 | val_loss: 0.0311698 | Time: 2328.37 ms [2021-01-19 19:38:30 main:574] : INFO : Epoch 909 | loss: 0.0311607 | val_loss: 0.0311712 | Time: 2325.61 ms [2021-01-19 19:38:32 main:574] : INFO : Epoch 910 | loss: 0.0311642 | val_loss: 0.0311709 | Time: 2294.93 ms [2021-01-19 19:38:34 main:574] : INFO : Epoch 911 | loss: 0.0311614 | val_loss: 0.0311714 | Time: 2322.52 ms [2021-01-19 19:38:37 main:574] : INFO : Epoch 912 | loss: 0.0311602 | val_loss: 0.0311671 | Time: 2309.57 ms [2021-01-19 19:38:39 main:574] : INFO : Epoch 913 | loss: 0.0311596 | val_loss: 0.0311694 | Time: 2278.28 ms [2021-01-19 19:38:42 main:574] : INFO : Epoch 914 | loss: 0.0311605 | val_loss: 0.03117 | Time: 2292.44 ms [2021-01-19 19:38:44 main:574] : INFO : Epoch 915 | loss: 0.0311607 | val_loss: 0.0311719 | Time: 2324.04 ms [2021-01-19 19:38:46 main:574] : INFO : Epoch 916 | loss: 0.0311602 | val_loss: 0.0311719 | Time: 2285.94 ms [2021-01-19 19:38:49 main:574] : INFO : Epoch 917 | loss: 0.0311611 | val_loss: 0.0311743 | Time: 2320.13 ms [2021-01-19 19:38:51 main:574] : INFO : Epoch 918 | loss: 0.031164 | val_loss: 0.0311766 | Time: 2300.15 ms [2021-01-19 19:38:53 main:574] : INFO : Epoch 919 | loss: 0.0311659 | val_loss: 0.0311744 | Time: 2320.01 ms [2021-01-19 19:38:56 main:574] : INFO : Epoch 920 | loss: 0.031167 | val_loss: 0.031177 | Time: 2294.3 ms [2021-01-19 19:38:58 main:574] : INFO : Epoch 921 | loss: 0.0311644 | val_loss: 0.0311726 | Time: 2319.46 ms [2021-01-19 19:39:01 main:574] : INFO : Epoch 922 | loss: 0.0311648 | val_loss: 0.0311736 | Time: 2292.26 ms [2021-01-19 19:39:03 main:574] : INFO : Epoch 923 | loss: 0.0311637 | val_loss: 0.0311729 | Time: 2294.83 ms [2021-01-19 19:39:05 main:574] : INFO : Epoch 924 | loss: 0.0311635 | val_loss: 0.0311716 | Time: 2290.27 ms [2021-01-19 19:39:08 main:574] : INFO : Epoch 925 | loss: 0.0311635 | val_loss: 0.0311755 | Time: 2338.22 ms [2021-01-19 19:39:10 main:574] : INFO : Epoch 926 | loss: 0.0311654 | val_loss: 0.0311725 | Time: 2280.88 ms [2021-01-19 19:39:12 main:574] : INFO : Epoch 927 | loss: 0.0311651 | val_loss: 0.0311699 | Time: 2342.66 ms [2021-01-19 19:39:15 main:574] : INFO : Epoch 928 | loss: 0.0311703 | val_loss: 0.0311759 | Time: 2305.54 ms [2021-01-19 19:39:17 main:574] : INFO : Epoch 929 | loss: 0.0311651 | val_loss: 0.0311687 | Time: 2335.13 ms [2021-01-19 19:39:20 main:574] : INFO : Epoch 930 | loss: 0.0311635 | val_loss: 0.0311695 | Time: 2311.94 ms [2021-01-19 19:39:22 main:574] : INFO : Epoch 931 | loss: 0.0311628 | val_loss: 0.0311696 | Time: 2313.69 ms [2021-01-19 19:39:24 main:574] : INFO : Epoch 932 | loss: 0.0311621 | val_loss: 0.0311707 | Time: 2337.51 ms [2021-01-19 19:39:27 main:574] : INFO : Epoch 933 | loss: 0.0311615 | val_loss: 0.031167 | Time: 2383.77 ms [2021-01-19 19:39:29 main:574] : INFO : Epoch 934 | loss: 0.031161 | val_loss: 0.0311679 | Time: 2302.8 ms [2021-01-19 19:39:32 main:574] : INFO : Epoch 935 | loss: 0.0311616 | val_loss: 0.0311713 | Time: 2323.69 ms [2021-01-19 19:39:34 main:574] : INFO : Epoch 936 | loss: 0.0311614 | val_loss: 0.0311678 | Time: 2329.75 ms [2021-01-19 19:39:36 main:574] : INFO : Epoch 937 | loss: 0.0311613 | val_loss: 0.0311714 | Time: 2358.19 ms [2021-01-19 19:39:39 main:574] : INFO : Epoch 938 | loss: 0.0311636 | val_loss: 0.031173 | Time: 2313.77 ms [2021-01-19 19:39:41 main:574] : INFO : Epoch 939 | loss: 0.0311626 | val_loss: 0.0311677 | Time: 2272.87 ms [2021-01-19 19:39:43 main:574] : INFO : Epoch 940 | loss: 0.03116 | val_loss: 0.0311665 | Time: 2275.14 ms [2021-01-19 19:39:46 main:574] : INFO : Epoch 941 | loss: 0.0311599 | val_loss: 0.0311714 | Time: 2306.68 ms [2021-01-19 19:39:48 main:574] : INFO : Epoch 942 | loss: 0.0311611 | val_loss: 0.0311694 | Time: 2320.2 ms [2021-01-19 19:39:51 main:574] : INFO : Epoch 943 | loss: 0.0311618 | val_loss: 0.0311671 | Time: 2329.57 ms [2021-01-19 19:39:53 main:574] : INFO : Epoch 944 | loss: 0.0311596 | val_loss: 0.0311664 | Time: 2307 ms [2021-01-19 19:39:55 main:574] : INFO : Epoch 945 | loss: 0.0311597 | val_loss: 0.0311674 | Time: 2339.67 ms [2021-01-19 19:39:58 main:574] : INFO : Epoch 946 | loss: 0.0311581 | val_loss: 0.0311687 | Time: 2334.6 ms [2021-01-19 19:40:00 main:574] : INFO : Epoch 947 | loss: 0.0311579 | val_loss: 0.0311692 | Time: 2292.51 ms [2021-01-19 19:40:02 main:574] : INFO : Epoch 948 | loss: 0.0311612 | val_loss: 0.0311716 | Time: 2303.78 ms [2021-01-19 19:40:05 main:574] : INFO : Epoch 949 | loss: 0.0311591 | val_loss: 0.0311682 | Time: 2267.69 ms [2021-01-19 19:40:07 main:574] : INFO : Epoch 950 | loss: 0.0311583 | val_loss: 0.0311716 | Time: 2336.94 ms [2021-01-19 19:40:09 main:574] : INFO : Epoch 951 | loss: 0.0311617 | val_loss: 0.0311719 | Time: 2226.44 ms [2021-01-19 19:40:12 main:574] : INFO : Epoch 952 | loss: 0.0311604 | val_loss: 0.0311717 | Time: 2265.88 ms [2021-01-19 19:40:14 main:574] : INFO : Epoch 953 | loss: 0.0311605 | val_loss: 0.0311703 | Time: 2269.56 ms [2021-01-19 19:40:16 main:574] : INFO : Epoch 954 | loss: 0.0311622 | val_loss: 0.0311871 | Time: 2292.02 ms [2021-01-19 19:40:19 main:574] : INFO : Epoch 955 | loss: 0.0311676 | val_loss: 0.0311716 | Time: 2294.59 ms [2021-01-19 19:40:21 main:574] : INFO : Epoch 956 | loss: 0.0311653 | val_loss: 0.0311695 | Time: 2287.96 ms [2021-01-19 19:40:23 main:574] : INFO : Epoch 957 | loss: 0.0311648 | val_loss: 0.0311716 | Time: 2265.28 ms [2021-01-19 19:40:26 main:574] : INFO : Epoch 958 | loss: 0.0311632 | val_loss: 0.0311703 | Time: 2272.61 ms [2021-01-19 19:40:28 main:574] : INFO : Epoch 959 | loss: 0.0311619 | val_loss: 0.0311684 | Time: 2283.31 ms [2021-01-19 19:40:30 main:574] : INFO : Epoch 960 | loss: 0.0311607 | val_loss: 0.0311703 | Time: 2280.45 ms [2021-01-19 19:40:33 main:574] : INFO : Epoch 961 | loss: 0.0311609 | val_loss: 0.0311685 | Time: 2278.04 ms [2021-01-19 19:40:35 main:574] : INFO : Epoch 962 | loss: 0.031161 | val_loss: 0.0311697 | Time: 2318.09 ms [2021-01-19 19:40:37 main:574] : INFO : Epoch 963 | loss: 0.0311629 | val_loss: 0.0311744 | Time: 2295.79 ms [2021-01-19 19:40:40 main:574] : INFO : Epoch 964 | loss: 0.0311622 | val_loss: 0.0311733 | Time: 2302.87 ms [2021-01-19 19:40:42 main:574] : INFO : Epoch 965 | loss: 0.0311583 | val_loss: 0.0311717 | Time: 2295.76 ms [2021-01-19 19:40:44 main:574] : INFO : Epoch 966 | loss: 0.0311586 | val_loss: 0.0311716 | Time: 2260.99 ms [2021-01-19 19:40:47 main:574] : INFO : Epoch 967 | loss: 0.0311586 | val_loss: 0.0311717 | Time: 2271.27 ms [2021-01-19 19:40:49 main:574] : INFO : Epoch 968 | loss: 0.0311587 | val_loss: 0.0311691 | Time: 2260.35 ms [2021-01-19 19:40:51 main:574] : INFO : Epoch 969 | loss: 0.0311592 | val_loss: 0.0311717 | Time: 2314.94 ms [2021-01-19 19:40:54 main:574] : INFO : Epoch 970 | loss: 0.0311588 | val_loss: 0.0311686 | Time: 2293.71 ms [2021-01-19 19:40:56 main:574] : INFO : Epoch 971 | loss: 0.0311583 | val_loss: 0.0311694 | Time: 2291.9 ms [2021-01-19 19:40:58 main:574] : INFO : Epoch 972 | loss: 0.0311588 | val_loss: 0.0311703 | Time: 2340.01 ms [2021-01-19 19:41:01 main:574] : INFO : Epoch 973 | loss: 0.031159 | val_loss: 0.0311712 | Time: 2301.11 ms [2021-01-19 19:41:03 main:574] : INFO : Epoch 974 | loss: 0.0311588 | val_loss: 0.0311714 | Time: 2283.8 ms [2021-01-19 19:41:05 main:574] : INFO : Epoch 975 | loss: 0.0311585 | val_loss: 0.0311707 | Time: 2283.2 ms [2021-01-19 19:41:08 main:574] : INFO : Epoch 976 | loss: 0.0311589 | val_loss: 0.0311685 | Time: 2264.54 ms [2021-01-19 19:41:10 main:574] : INFO : Epoch 977 | loss: 0.031159 | val_loss: 0.0311681 | Time: 2301.54 ms [2021-01-19 19:41:12 main:574] : INFO : Epoch 978 | loss: 0.0311595 | val_loss: 0.0311685 | Time: 2291.02 ms [2021-01-19 19:41:15 main:574] : INFO : Epoch 979 | loss: 0.0311606 | val_loss: 0.0311684 | Time: 2278.2 ms [2021-01-19 19:41:17 main:574] : INFO : Epoch 980 | loss: 0.0311618 | val_loss: 0.0311693 | Time: 2286.49 ms [2021-01-19 19:41:19 main:574] : INFO : Epoch 981 | loss: 0.0311621 | val_loss: 0.0311694 | Time: 2308.43 ms [2021-01-19 19:41:22 main:574] : INFO : Epoch 982 | loss: 0.0311611 | val_loss: 0.0311695 | Time: 2285.25 ms [2021-01-19 19:41:24 main:574] : INFO : Epoch 983 | loss: 0.0311602 | val_loss: 0.0311692 | Time: 2301.51 ms [2021-01-19 19:41:27 main:574] : INFO : Epoch 984 | loss: 0.0311602 | val_loss: 0.0311715 | Time: 2267.08 ms [2021-01-19 19:41:29 main:574] : INFO : Epoch 985 | loss: 0.031162 | val_loss: 0.031172 | Time: 2284.31 ms [2021-01-19 19:41:31 main:574] : INFO : Epoch 986 | loss: 0.0311632 | val_loss: 0.0311757 | Time: 2288.94 ms [2021-01-19 19:41:34 main:574] : INFO : Epoch 987 | loss: 0.0311633 | val_loss: 0.0311722 | Time: 2284.35 ms [2021-01-19 19:41:36 main:574] : INFO : Epoch 988 | loss: 0.0311612 | val_loss: 0.0311732 | Time: 2263.79 ms [2021-01-19 19:41:38 main:574] : INFO : Epoch 989 | loss: 0.0311605 | val_loss: 0.0311714 | Time: 2247.35 ms [2021-01-19 19:41:40 main:574] : INFO : Epoch 990 | loss: 0.0311612 | val_loss: 0.0311708 | Time: 2282.14 ms [2021-01-19 19:41:43 main:574] : INFO : Epoch 991 | loss: 0.0311618 | val_loss: 0.0311717 | Time: 2300.53 ms [2021-01-19 19:41:45 main:574] : INFO : Epoch 992 | loss: 0.0311631 | val_loss: 0.0311659 | Time: 2302.97 ms [2021-01-19 19:41:48 main:574] : INFO : Epoch 993 | loss: 0.0311633 | val_loss: 0.0311663 | Time: 2312.52 ms [2021-01-19 19:41:50 main:574] : INFO : Epoch 994 | loss: 0.0311624 | val_loss: 0.0311693 | Time: 2283.13 ms [2021-01-19 19:41:52 main:574] : INFO : Epoch 995 | loss: 0.031164 | val_loss: 0.0311674 | Time: 2279.07 ms [2021-01-19 19:41:55 main:574] : INFO : Epoch 996 | loss: 0.0311636 | val_loss: 0.0311675 | Time: 2281.03 ms [2021-01-19 19:41:57 main:574] : INFO : Epoch 997 | loss: 0.0311641 | val_loss: 0.0311683 | Time: 2287.13 ms [2021-01-19 19:41:59 main:574] : INFO : Epoch 998 | loss: 0.0311638 | val_loss: 0.0311683 | Time: 2263.7 ms [2021-01-19 19:42:02 main:574] : INFO : Epoch 999 | loss: 0.0311623 | val_loss: 0.0311671 | Time: 2326.08 ms [2021-01-19 19:42:04 main:574] : INFO : Epoch 1000 | loss: 0.0311612 | val_loss: 0.0311666 | Time: 2309.43 ms [2021-01-19 19:42:06 main:574] : INFO : Epoch 1001 | loss: 0.0311603 | val_loss: 0.0311674 | Time: 2342.02 ms [2021-01-19 19:42:09 main:574] : INFO : Epoch 1002 | loss: 0.0311638 | val_loss: 0.0311717 | Time: 2284.93 ms [2021-01-19 19:42:11 main:574] : INFO : Epoch 1003 | loss: 0.0311711 | val_loss: 0.0311727 | Time: 2281.93 ms [2021-01-19 19:42:13 main:574] : INFO : Epoch 1004 | loss: 0.0311704 | val_loss: 0.031171 | Time: 2274.45 ms [2021-01-19 19:42:16 main:574] : INFO : Epoch 1005 | loss: 0.0311686 | val_loss: 0.03117 | Time: 2299.59 ms [2021-01-19 19:42:18 main:574] : INFO : Epoch 1006 | loss: 0.031167 | val_loss: 0.0311712 | Time: 2289.57 ms [2021-01-19 19:42:20 main:574] : INFO : Epoch 1007 | loss: 0.0311668 | val_loss: 0.0311694 | Time: 2296.5 ms [2021-01-19 19:42:23 main:574] : INFO : Epoch 1008 | loss: 0.0311671 | val_loss: 0.0311698 | Time: 2277.02 ms [2021-01-19 19:42:25 main:574] : INFO : Epoch 1009 | loss: 0.0311677 | val_loss: 0.0311735 | Time: 2292.37 ms [2021-01-19 19:42:27 main:574] : INFO : Epoch 1010 | loss: 0.0311687 | val_loss: 0.0311718 | Time: 2266.96 ms [2021-01-19 19:42:30 main:574] : INFO : Epoch 1011 | loss: 0.0311661 | val_loss: 0.0311682 | Time: 2295.97 ms [2021-01-19 19:42:32 main:574] : INFO : Epoch 1012 | loss: 0.0311641 | val_loss: 0.0311684 | Time: 2252.11 ms [2021-01-19 19:42:34 main:574] : INFO : Epoch 1013 | loss: 0.0311641 | val_loss: 0.0311685 | Time: 1845.46 ms [2021-01-19 19:42:35 main:574] : INFO : Epoch 1014 | loss: 0.0311638 | val_loss: 0.0311712 | Time: 1498.79 ms [2021-01-19 19:42:37 main:574] : INFO : Epoch 1015 | loss: 0.0311658 | val_loss: 0.0311681 | Time: 1527.74 ms [2021-01-19 19:42:38 main:574] : INFO : Epoch 1016 | loss: 0.0311637 | val_loss: 0.0311703 | Time: 1264.38 ms [2021-01-19 19:42:40 main:574] : INFO : Epoch 1017 | loss: 0.0311649 | val_loss: 0.0311666 | Time: 1244.38 ms [2021-01-19 19:42:42 main:574] : INFO : Epoch 1018 | loss: 0.0311646 | val_loss: 0.0311694 | Time: 1327.24 ms [2021-01-19 19:42:45 main:574] : INFO : Epoch 1019 | loss: 0.0311644 | val_loss: 0.0311668 | Time: 1425.72 ms [2021-01-19 19:42:47 main:574] : INFO : Epoch 1020 | loss: 0.0311623 | val_loss: 0.0311661 | Time: 1493.91 ms [2021-01-19 19:42:49 main:574] : INFO : Epoch 1021 | loss: 0.0311632 | val_loss: 0.0311672 | Time: 1550.66 ms [2021-01-19 19:42:51 main:574] : INFO : Epoch 1022 | loss: 0.0311629 | val_loss: 0.031171 | Time: 1523.07 ms [2021-01-19 19:42:53 main:574] : INFO : Epoch 1023 | loss: 0.0311621 | val_loss: 0.0311675 | Time: 1538.37 ms [2021-01-19 19:42:54 main:574] : INFO : Epoch 1024 | loss: 0.031162 | val_loss: 0.0311666 | Time: 1591.62 ms [2021-01-19 19:42:55 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311666 [2021-01-19 19:42:55 main:603] : INFO : Saving end state to config to file [2021-01-19 19:42:55 main:608] : INFO : Success, exiting.. 19:42:55 (2600): 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)