Task 3712125
| Name | ParityMachine-1605152322-923-15_1 |
| Workunit | 1899656 |
| Created | 17 Jan 2021, 14:35:48 UTC |
| Sent | 17 Jan 2021, 14:36:21 UTC |
| Report deadline | 24 Jan 2021, 14:36:21 UTC |
| Received | 17 Jan 2021, 22:42:24 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7171 |
| Run time | 39 min 56 sec |
| CPU time | 38 min 20 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 2,569.86 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.47 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> | loss: 0.031153 | val_loss: 0.0311645 | Time: 2257.97 ms [2021-01-17 23:22:41 main:574] : INFO : Epoch 515 | loss: 0.0311539 | val_loss: 0.0311664 | Time: 2260.08 ms [2021-01-17 23:22:43 main:574] : INFO : Epoch 516 | loss: 0.0311537 | val_loss: 0.0311646 | Time: 2242.25 ms [2021-01-17 23:22:45 main:574] : INFO : Epoch 517 | loss: 0.0311535 | val_loss: 0.0311651 | Time: 2265.56 ms [2021-01-17 23:22:48 main:574] : INFO : Epoch 518 | loss: 0.031153 | val_loss: 0.0311721 | Time: 2275.8 ms [2021-01-17 23:22:50 main:574] : INFO : Epoch 519 | loss: 0.0311561 | val_loss: 0.0311656 | Time: 2273.23 ms [2021-01-17 23:22:52 main:574] : INFO : Epoch 520 | loss: 0.0311545 | val_loss: 0.0311657 | Time: 2208.34 ms [2021-01-17 23:22:54 main:574] : INFO : Epoch 521 | loss: 0.0311543 | val_loss: 0.0311642 | Time: 2253.79 ms [2021-01-17 23:22:57 main:574] : INFO : Epoch 522 | loss: 0.0311547 | val_loss: 0.0311646 | Time: 2241.41 ms [2021-01-17 23:22:59 main:574] : INFO : Epoch 523 | loss: 0.0311555 | val_loss: 0.0311645 | Time: 2223.87 ms [2021-01-17 23:23:01 main:574] : INFO : Epoch 524 | loss: 0.0311547 | val_loss: 0.0311649 | Time: 2259.64 ms [2021-01-17 23:23:03 main:574] : INFO : Epoch 525 | loss: 0.0311528 | val_loss: 0.0311642 | Time: 2267.45 ms [2021-01-17 23:23:06 main:574] : INFO : Epoch 526 | loss: 0.0311531 | val_loss: 0.0311639 | Time: 2229.85 ms [2021-01-17 23:23:08 main:574] : INFO : Epoch 527 | loss: 0.0311536 | val_loss: 0.0311697 | Time: 2199.81 ms [2021-01-17 23:23:10 main:574] : INFO : Epoch 528 | loss: 0.0311559 | val_loss: 0.0311673 | Time: 2301.55 ms [2021-01-17 23:23:13 main:574] : INFO : Epoch 529 | loss: 0.0311603 | val_loss: 0.0311676 | Time: 2318.77 ms [2021-01-17 23:23:15 main:574] : INFO : Epoch 530 | loss: 0.0311604 | val_loss: 0.0311684 | Time: 2199.33 ms [2021-01-17 23:23:17 main:574] : INFO : Epoch 531 | loss: 0.0311555 | val_loss: 0.0311659 | Time: 2290.36 ms [2021-01-17 23:23:19 main:574] : INFO : Epoch 532 | loss: 0.0311543 | val_loss: 0.031172 | Time: 2228.34 ms [2021-01-17 23:23:22 main:574] : INFO : Epoch 533 | loss: 0.0311543 | val_loss: 0.0311656 | Time: 2269.5 ms [2021-01-17 23:23:24 main:574] : INFO : Epoch 534 | loss: 0.0311528 | val_loss: 0.0311655 | Time: 2298.54 ms [2021-01-17 23:23:26 main:574] : INFO : Epoch 535 | loss: 0.0311521 | val_loss: 0.0311703 | Time: 2241.36 ms [2021-01-17 23:23:29 main:574] : INFO : Epoch 536 | loss: 0.0311534 | val_loss: 0.0311667 | Time: 2277.13 ms [2021-01-17 23:23:31 main:574] : INFO : Epoch 537 | loss: 0.0311543 | val_loss: 0.0311649 | Time: 2302.64 ms [2021-01-17 23:23:33 main:574] : INFO : Epoch 538 | loss: 0.031152 | val_loss: 0.0311661 | Time: 2269.05 ms [2021-01-17 23:23:35 main:574] : INFO : Epoch 539 | loss: 0.0311535 | val_loss: 0.0311711 | Time: 2324.96 ms [2021-01-17 23:23:38 main:574] : INFO : Epoch 540 | loss: 0.0311545 | val_loss: 0.0311697 | Time: 2232.56 ms [2021-01-17 23:23:40 main:574] : INFO : Epoch 541 | loss: 0.0311533 | val_loss: 0.0311667 | Time: 2196.09 ms [2021-01-17 23:23:42 main:574] : INFO : Epoch 542 | loss: 0.0311526 | val_loss: 0.0311658 | Time: 2224.74 ms [2021-01-17 23:23:44 main:574] : INFO : Epoch 543 | loss: 0.0311525 | val_loss: 0.0311662 | Time: 2239.67 ms [2021-01-17 23:23:47 main:574] : INFO : Epoch 544 | loss: 0.0311523 | val_loss: 0.0311675 | Time: 2269.45 ms [2021-01-17 23:23:49 main:574] : INFO : Epoch 545 | loss: 0.0311522 | val_loss: 0.0311652 | Time: 2303.06 ms [2021-01-17 23:23:51 main:574] : INFO : Epoch 546 | loss: 0.0311532 | val_loss: 0.0311671 | Time: 2256.76 ms [2021-01-17 23:23:54 main:574] : INFO : Epoch 547 | loss: 0.0311542 | val_loss: 0.0311651 | Time: 2367.32 ms [2021-01-17 23:23:56 main:574] : INFO : Epoch 548 | loss: 0.0311548 | val_loss: 0.0311657 | Time: 2257.18 ms [2021-01-17 23:23:58 main:574] : INFO : Epoch 549 | loss: 0.0311546 | val_loss: 0.0311664 | Time: 2283.44 ms [2021-01-17 23:24:01 main:574] : INFO : Epoch 550 | loss: 0.0311532 | val_loss: 0.0311643 | Time: 2340.93 ms [2021-01-17 23:24:03 main:574] : INFO : Epoch 551 | loss: 0.0311533 | val_loss: 0.0311675 | Time: 2314.6 ms [2021-01-17 23:24:05 main:574] : INFO : Epoch 552 | loss: 0.0311534 | val_loss: 0.0311653 | Time: 2197.99 ms [2021-01-17 23:24:08 main:574] : INFO : Epoch 553 | loss: 0.0311515 | val_loss: 0.0311673 | Time: 2309.77 ms [2021-01-17 23:24:10 main:574] : INFO : Epoch 554 | loss: 0.0311527 | val_loss: 0.0311676 | Time: 2337 ms [2021-01-17 23:24:12 main:574] : INFO : Epoch 555 | loss: 0.0311521 | val_loss: 0.0311656 | Time: 2271.18 ms [2021-01-17 23:24:14 main:574] : INFO : Epoch 556 | loss: 0.0311535 | val_loss: 0.0311654 | Time: 2236.84 ms [2021-01-17 23:24:17 main:574] : INFO : Epoch 557 | loss: 0.0311515 | val_loss: 0.0311654 | Time: 2231.25 ms [2021-01-17 23:24:19 main:574] : INFO : Epoch 558 | loss: 0.0311521 | val_loss: 0.0311648 | Time: 2254.93 ms [2021-01-17 23:24:21 main:574] : INFO : Epoch 559 | loss: 0.0311519 | val_loss: 0.0311654 | Time: 2238.72 ms [2021-01-17 23:24:24 main:574] : INFO : Epoch 560 | loss: 0.0311513 | val_loss: 0.0311661 | Time: 2300.99 ms [2021-01-17 23:24:26 main:574] : INFO : Epoch 561 | loss: 0.0311526 | val_loss: 0.031165 | Time: 2227.8 ms [2021-01-17 23:24:28 main:574] : INFO : Epoch 562 | loss: 0.0311524 | val_loss: 0.0311651 | Time: 2220.31 ms [2021-01-17 23:24:30 main:574] : INFO : Epoch 563 | loss: 0.0311543 | val_loss: 0.0311669 | Time: 2288.7 ms [2021-01-17 23:24:33 main:574] : INFO : Epoch 564 | loss: 0.0311572 | val_loss: 0.0311693 | Time: 2322.14 ms [2021-01-17 23:24:35 main:574] : INFO : Epoch 565 | loss: 0.0311571 | val_loss: 0.0311645 | Time: 2340.85 ms [2021-01-17 23:24:37 main:574] : INFO : Epoch 566 | loss: 0.0311558 | val_loss: 0.0311675 | Time: 2284.5 ms [2021-01-17 23:24:40 main:574] : INFO : Epoch 567 | loss: 0.0311532 | val_loss: 0.0311651 | Time: 2293.9 ms [2021-01-17 23:24:42 main:574] : INFO : Epoch 568 | loss: 0.0311533 | val_loss: 0.0311671 | Time: 2323.69 ms [2021-01-17 23:24:44 main:574] : INFO : Epoch 569 | loss: 0.0311529 | val_loss: 0.0311656 | Time: 2402.73 ms [2021-01-17 23:24:47 main:574] : INFO : Epoch 570 | loss: 0.0311521 | val_loss: 0.0311654 | Time: 2287.84 ms [2021-01-17 23:24:49 main:574] : INFO : Epoch 571 | loss: 0.0311518 | val_loss: 0.0311663 | Time: 2273.29 ms [2021-01-17 23:24:51 main:574] : INFO : Epoch 572 | loss: 0.0311539 | val_loss: 0.0311666 | Time: 2294.95 ms [2021-01-17 23:24:54 main:574] : INFO : Epoch 573 | loss: 0.0311538 | val_loss: 0.0311657 | Time: 2238.62 ms [2021-01-17 23:24:56 main:574] : INFO : Epoch 574 | loss: 0.0311543 | val_loss: 0.0311735 | Time: 2317.53 ms [2021-01-17 23:24:58 main:574] : INFO : Epoch 575 | loss: 0.031157 | val_loss: 0.0311677 | Time: 2281.65 ms [2021-01-17 23:25:01 main:574] : INFO : Epoch 576 | loss: 0.0311547 | val_loss: 0.0311665 | Time: 2289.42 ms [2021-01-17 23:25:03 main:574] : INFO : Epoch 577 | loss: 0.0311539 | val_loss: 0.031166 | Time: 2343.98 ms [2021-01-17 23:25:05 main:574] : INFO : Epoch 578 | loss: 0.0311524 | val_loss: 0.0311652 | Time: 2258.1 ms [2021-01-17 23:25:07 main:574] : INFO : Epoch 579 | loss: 0.0311551 | val_loss: 0.031168 | Time: 2214.57 ms [2021-01-17 23:25:10 main:574] : INFO : Epoch 580 | loss: 0.0311522 | val_loss: 0.0311678 | Time: 2217.65 ms [2021-01-17 23:25:12 main:574] : INFO : Epoch 581 | loss: 0.0311532 | val_loss: 0.0311657 | Time: 2315.96 ms [2021-01-17 23:25:14 main:574] : INFO : Epoch 582 | loss: 0.0311524 | val_loss: 0.0311649 | Time: 2295.08 ms [2021-01-17 23:25:16 main:574] : INFO : Epoch 583 | loss: 0.0311517 | val_loss: 0.0311702 | Time: 2218.46 ms [2021-01-17 23:25:19 main:574] : INFO : Epoch 584 | loss: 0.031152 | val_loss: 0.0311652 | Time: 2296.01 ms [2021-01-17 23:25:21 main:574] : INFO : Epoch 585 | loss: 0.0311532 | val_loss: 0.0311656 | Time: 2258.5 ms [2021-01-17 23:25:23 main:574] : INFO : Epoch 586 | loss: 0.031152 | val_loss: 0.0311662 | Time: 2301.09 ms [2021-01-17 23:25:26 main:574] : INFO : Epoch 587 | loss: 0.0311513 | val_loss: 0.0311664 | Time: 2201.21 ms [2021-01-17 23:25:28 main:574] : INFO : Epoch 588 | loss: 0.0311522 | val_loss: 0.0311659 | Time: 2502.66 ms [2021-01-17 23:25:30 main:574] : INFO : Epoch 589 | loss: 0.0311519 | val_loss: 0.0311647 | Time: 2234.16 ms [2021-01-17 23:25:33 main:574] : INFO : Epoch 590 | loss: 0.03115 | val_loss: 0.0311654 | Time: 2282.3 ms [2021-01-17 23:25:35 main:574] : INFO : Epoch 591 | loss: 0.0311501 | val_loss: 0.0311687 | Time: 2401.92 ms [2021-01-17 23:25:37 main:574] : INFO : Epoch 592 | loss: 0.031151 | val_loss: 0.0311659 | Time: 2241.41 ms [2021-01-17 23:25:40 main:574] : INFO : Epoch 593 | loss: 0.0311502 | val_loss: 0.0311657 | Time: 2229.51 ms [2021-01-17 23:25:42 main:574] : INFO : Epoch 594 | loss: 0.0311509 | val_loss: 0.0311669 | Time: 2278.42 ms [2021-01-17 23:25:44 main:574] : INFO : Epoch 595 | loss: 0.0311505 | val_loss: 0.0311637 | Time: 2208.73 ms [2021-01-17 23:25:47 main:574] : INFO : Epoch 596 | loss: 0.0311511 | val_loss: 0.0311676 | Time: 2310.57 ms [2021-01-17 23:25:49 main:574] : INFO : Epoch 597 | loss: 0.0311521 | val_loss: 0.0311664 | Time: 2281.05 ms [2021-01-17 23:25:51 main:574] : INFO : Epoch 598 | loss: 0.0311512 | val_loss: 0.0311648 | Time: 2263.93 ms [2021-01-17 23:25:54 main:574] : INFO : Epoch 599 | loss: 0.0311497 | val_loss: 0.0311639 | Time: 2223.17 ms [2021-01-17 23:25:56 main:574] : INFO : Epoch 600 | loss: 0.0311525 | val_loss: 0.0311675 | Time: 2240.28 ms [2021-01-17 23:25:58 main:574] : INFO : Epoch 601 | loss: 0.0311506 | val_loss: 0.0311657 | Time: 2304.29 ms [2021-01-17 23:26:01 main:574] : INFO : Epoch 602 | loss: 0.0311499 | val_loss: 0.0311654 | Time: 2328.96 ms [2021-01-17 23:26:03 main:574] : INFO : Epoch 603 | loss: 0.0311493 | val_loss: 0.031165 | Time: 2301 ms [2021-01-17 23:26:05 main:574] : INFO : Epoch 604 | loss: 0.0311505 | val_loss: 0.0311668 | Time: 2278.02 ms [2021-01-17 23:26:08 main:574] : INFO : Epoch 605 | loss: 0.0311508 | val_loss: 0.0311659 | Time: 2269.96 ms [2021-01-17 23:26:10 main:574] : INFO : Epoch 606 | loss: 0.031151 | val_loss: 0.0311652 | Time: 2333.63 ms [2021-01-17 23:26:12 main:574] : INFO : Epoch 607 | loss: 0.0311504 | val_loss: 0.0311671 | Time: 2274.38 ms [2021-01-17 23:26:15 main:574] : INFO : Epoch 608 | loss: 0.031149 | val_loss: 0.0311659 | Time: 2325.2 ms [2021-01-17 23:26:17 main:574] : INFO : Epoch 609 | loss: 0.0311511 | val_loss: 0.0311681 | Time: 2379.38 ms [2021-01-17 23:26:19 main:574] : INFO : Epoch 610 | loss: 0.0311516 | val_loss: 0.0311673 | Time: 2276.49 ms [2021-01-17 23:26:22 main:574] : INFO : Epoch 611 | loss: 0.0311509 | val_loss: 0.0311655 | Time: 2222.23 ms [2021-01-17 23:26:24 main:574] : INFO : Epoch 612 | loss: 0.0311515 | val_loss: 0.0311655 | Time: 2313.15 ms [2021-01-17 23:26:26 main:574] : INFO : Epoch 613 | loss: 0.0311517 | val_loss: 0.0311672 | Time: 2289.97 ms [2021-01-17 23:26:28 main:574] : INFO : Epoch 614 | loss: 0.0311531 | val_loss: 0.0311692 | Time: 2258.85 ms [2021-01-17 23:26:31 main:574] : INFO : Epoch 615 | loss: 0.0311523 | val_loss: 0.0311654 | Time: 2231.73 ms [2021-01-17 23:26:33 main:574] : INFO : Epoch 616 | loss: 0.0311516 | val_loss: 0.0311678 | Time: 2294.06 ms [2021-01-17 23:26:35 main:574] : INFO : Epoch 617 | loss: 0.0311543 | val_loss: 0.0311729 | Time: 2264.3 ms [2021-01-17 23:26:38 main:574] : INFO : Epoch 618 | loss: 0.031161 | val_loss: 0.0311668 | Time: 2306.49 ms [2021-01-17 23:26:40 main:574] : INFO : Epoch 619 | loss: 0.0311567 | val_loss: 0.0311652 | Time: 2273.68 ms [2021-01-17 23:26:42 main:574] : INFO : Epoch 620 | loss: 0.031157 | val_loss: 0.0311756 | Time: 2230.91 ms [2021-01-17 23:26:44 main:574] : INFO : Epoch 621 | loss: 0.0311603 | val_loss: 0.0311666 | Time: 2270.84 ms [2021-01-17 23:26:47 main:574] : INFO : Epoch 622 | loss: 0.0311579 | val_loss: 0.0311665 | Time: 2282.96 ms [2021-01-17 23:26:49 main:574] : INFO : Epoch 623 | loss: 0.0311569 | val_loss: 0.031167 | Time: 2245.18 ms [2021-01-17 23:26:51 main:574] : INFO : Epoch 624 | loss: 0.0311578 | val_loss: 0.0311696 | Time: 2267.3 ms [2021-01-17 23:26:54 main:574] : INFO : Epoch 625 | loss: 0.031164 | val_loss: 0.0311677 | Time: 2291.78 ms [2021-01-17 23:26:56 main:574] : INFO : Epoch 626 | loss: 0.0311633 | val_loss: 0.0311675 | Time: 2253.29 ms [2021-01-17 23:26:58 main:574] : INFO : Epoch 627 | loss: 0.0311656 | val_loss: 0.031168 | Time: 2263.13 ms [2021-01-17 23:27:01 main:574] : INFO : Epoch 628 | loss: 0.0311634 | val_loss: 0.0311698 | Time: 2320.61 ms [2021-01-17 23:27:03 main:574] : INFO : Epoch 629 | loss: 0.0311635 | val_loss: 0.0311683 | Time: 2269.5 ms [2021-01-17 23:27:05 main:574] : INFO : Epoch 630 | loss: 0.0311636 | val_loss: 0.0311686 | Time: 2252.52 ms [2021-01-17 23:27:07 main:574] : INFO : Epoch 631 | loss: 0.0311632 | val_loss: 0.0311679 | Time: 2220.56 ms [2021-01-17 23:27:10 main:574] : INFO : Epoch 632 | loss: 0.0311623 | val_loss: 0.0311667 | Time: 2200.71 ms [2021-01-17 23:27:12 main:574] : INFO : Epoch 633 | loss: 0.0311617 | val_loss: 0.0311685 | Time: 2231.48 ms [2021-01-17 23:27:14 main:574] : INFO : Epoch 634 | loss: 0.0311609 | val_loss: 0.0311667 | Time: 2338.63 ms [2021-01-17 23:27:16 main:574] : INFO : Epoch 635 | loss: 0.0311616 | val_loss: 0.0311669 | Time: 2299.95 ms [2021-01-17 23:27:19 main:574] : INFO : Epoch 636 | loss: 0.0311604 | val_loss: 0.0311687 | Time: 2358.28 ms [2021-01-17 23:27:21 main:574] : INFO : Epoch 637 | loss: 0.0311596 | val_loss: 0.0311676 | Time: 2307.29 ms [2021-01-17 23:27:23 main:574] : INFO : Epoch 638 | loss: 0.0311608 | val_loss: 0.0311713 | Time: 2287.24 ms [2021-01-17 23:27:26 main:574] : INFO : Epoch 639 | loss: 0.0311608 | val_loss: 0.0311673 | Time: 2225.88 ms [2021-01-17 23:27:28 main:574] : INFO : Epoch 640 | loss: 0.03116 | val_loss: 0.0311671 | Time: 2243.67 ms [2021-01-17 23:27:30 main:574] : INFO : Epoch 641 | loss: 0.0311611 | val_loss: 0.0311673 | Time: 2282.38 ms [2021-01-17 23:27:33 main:574] : INFO : Epoch 642 | loss: 0.0311612 | val_loss: 0.0311692 | Time: 2297.7 ms [2021-01-17 23:27:35 main:574] : INFO : Epoch 643 | loss: 0.0311631 | val_loss: 0.0311694 | Time: 2335.95 ms [2021-01-17 23:27:37 main:574] : INFO : Epoch 644 | loss: 0.031162 | val_loss: 0.0311701 | Time: 2280.64 ms [2021-01-17 23:27:39 main:574] : INFO : Epoch 645 | loss: 0.0311635 | val_loss: 0.031169 | Time: 2190.18 ms [2021-01-17 23:27:42 main:574] : INFO : Epoch 646 | loss: 0.0311634 | val_loss: 0.0311675 | Time: 2207.25 ms [2021-01-17 23:27:44 main:574] : INFO : Epoch 647 | loss: 0.0311653 | val_loss: 0.0311699 | Time: 2279.64 ms [2021-01-17 23:27:46 main:574] : INFO : Epoch 648 | loss: 0.0311634 | val_loss: 0.0311681 | Time: 2233.44 ms [2021-01-17 23:27:49 main:574] : INFO : Epoch 649 | loss: 0.0311639 | val_loss: 0.0311748 | Time: 2257.62 ms [2021-01-17 23:27:51 main:574] : INFO : Epoch 650 | loss: 0.0311684 | val_loss: 0.0311691 | Time: 2190.41 ms [2021-01-17 23:27:53 main:574] : INFO : Epoch 651 | loss: 0.0311648 | val_loss: 0.0311676 | Time: 2256.8 ms [2021-01-17 23:27:55 main:574] : INFO : Epoch 652 | loss: 0.0311624 | val_loss: 0.0311685 | Time: 2260.72 ms [2021-01-17 23:27:58 main:574] : INFO : Epoch 653 | loss: 0.0311607 | val_loss: 0.0311695 | Time: 2294.58 ms [2021-01-17 23:28:00 main:574] : INFO : Epoch 654 | loss: 0.0311599 | val_loss: 0.0311685 | Time: 2242.7 ms [2021-01-17 23:28:02 main:574] : INFO : Epoch 655 | loss: 0.0311605 | val_loss: 0.0311681 | Time: 2240.49 ms [2021-01-17 23:28:04 main:574] : INFO : Epoch 656 | loss: 0.0311626 | val_loss: 0.0311745 | Time: 2251.86 ms [2021-01-17 23:28:07 main:574] : INFO : Epoch 657 | loss: 0.0311611 | val_loss: 0.0311683 | Time: 2260.62 ms [2021-01-17 23:28:09 main:574] : INFO : Epoch 658 | loss: 0.0311591 | val_loss: 0.0311666 | Time: 2182.76 ms [2021-01-17 23:28:11 main:574] : INFO : Epoch 659 | loss: 0.0311589 | val_loss: 0.0311673 | Time: 2214.74 ms [2021-01-17 23:28:13 main:574] : INFO : Epoch 660 | loss: 0.0311582 | val_loss: 0.0311687 | Time: 2236.13 ms [2021-01-17 23:28:16 main:574] : INFO : Epoch 661 | loss: 0.0311576 | val_loss: 0.0311667 | Time: 2264.53 ms [2021-01-17 23:28:18 main:574] : INFO : Epoch 662 | loss: 0.0311595 | val_loss: 0.0311691 | Time: 2311.84 ms [2021-01-17 23:28:20 main:574] : INFO : Epoch 663 | loss: 0.0311628 | val_loss: 0.0311662 | Time: 2255.05 ms [2021-01-17 23:28:23 main:574] : INFO : Epoch 664 | loss: 0.0311618 | val_loss: 0.0311738 | Time: 2300.99 ms [2021-01-17 23:28:25 main:574] : INFO : Epoch 665 | loss: 0.0311624 | val_loss: 0.0311687 | Time: 2268.9 ms [2021-01-17 23:28:27 main:574] : INFO : Epoch 666 | loss: 0.0311653 | val_loss: 0.0311729 | Time: 2350.08 ms [2021-01-17 23:28:29 main:574] : INFO : Epoch 667 | loss: 0.031164 | val_loss: 0.0311679 | Time: 2221.81 ms [2021-01-17 23:28:32 main:574] : INFO : Epoch 668 | loss: 0.0311625 | val_loss: 0.0311672 | Time: 2262.08 ms [2021-01-17 23:28:34 main:574] : INFO : Epoch 669 | loss: 0.031162 | val_loss: 0.0311666 | Time: 2255.99 ms [2021-01-17 23:28:36 main:574] : INFO : Epoch 670 | loss: 0.0311601 | val_loss: 0.0311662 | Time: 2246.05 ms [2021-01-17 23:28:39 main:574] : INFO : Epoch 671 | loss: 0.0311598 | val_loss: 0.0311663 | Time: 2296.76 ms [2021-01-17 23:28:41 main:574] : INFO : Epoch 672 | loss: 0.0311611 | val_loss: 0.0311708 | Time: 2277.01 ms [2021-01-17 23:28:43 main:574] : INFO : Epoch 673 | loss: 0.0311605 | val_loss: 0.0311681 | Time: 2249.85 ms [2021-01-17 23:28:45 main:574] : INFO : Epoch 674 | loss: 0.0311588 | val_loss: 0.0311681 | Time: 2291.41 ms [2021-01-17 23:28:48 main:574] : INFO : Epoch 675 | loss: 0.0311586 | val_loss: 0.0311706 | Time: 2271.6 ms [2021-01-17 23:28:50 main:574] : INFO : Epoch 676 | loss: 0.0311588 | val_loss: 0.0311676 | Time: 2253.64 ms [2021-01-17 23:28:52 main:574] : INFO : Epoch 677 | loss: 0.0311583 | val_loss: 0.0311687 | Time: 2247.66 ms [2021-01-17 23:28:55 main:574] : INFO : Epoch 678 | loss: 0.0311585 | val_loss: 0.0311719 | Time: 2268.8 ms [2021-01-17 23:28:57 main:574] : INFO : Epoch 679 | loss: 0.0311615 | val_loss: 0.0311727 | Time: 2168.9 ms [2021-01-17 23:28:59 main:574] : INFO : Epoch 680 | loss: 0.0311593 | val_loss: 0.0311692 | Time: 2281.37 ms [2021-01-17 23:29:02 main:574] : INFO : Epoch 681 | loss: 0.0311569 | val_loss: 0.0311703 | Time: 2230.5 ms [2021-01-17 23:29:04 main:574] : INFO : Epoch 682 | loss: 0.0311571 | val_loss: 0.031169 | Time: 2331.45 ms [2021-01-17 23:29:06 main:574] : INFO : Epoch 683 | loss: 0.0311587 | val_loss: 0.0311684 | Time: 2284.65 ms [2021-01-17 23:29:08 main:574] : INFO : Epoch 684 | loss: 0.0311589 | val_loss: 0.0311696 | Time: 2216.7 ms [2021-01-17 23:29:11 main:574] : INFO : Epoch 685 | loss: 0.0311579 | val_loss: 0.0311685 | Time: 2225.42 ms [2021-01-17 23:29:13 main:574] : INFO : Epoch 686 | loss: 0.0311581 | val_loss: 0.0311671 | Time: 2324.73 ms [2021-01-17 23:29:15 main:574] : INFO : Epoch 687 | loss: 0.0311612 | val_loss: 0.0311679 | Time: 2233.23 ms [2021-01-17 23:29:18 main:574] : INFO : Epoch 688 | loss: 0.0311597 | val_loss: 0.0311681 | Time: 2322.54 ms [2021-01-17 23:29:20 main:574] : INFO : Epoch 689 | loss: 0.031161 | val_loss: 0.0311693 | Time: 2264.61 ms [2021-01-17 23:29:22 main:574] : INFO : Epoch 690 | loss: 0.0311608 | val_loss: 0.0311679 | Time: 2230.89 ms [2021-01-17 23:29:24 main:574] : INFO : Epoch 691 | loss: 0.0311618 | val_loss: 0.0311694 | Time: 2311.02 ms [2021-01-17 23:29:27 main:574] : INFO : Epoch 692 | loss: 0.0311614 | val_loss: 0.0311707 | Time: 2277.04 ms [2021-01-17 23:29:29 main:574] : INFO : Epoch 693 | loss: 0.0311607 | val_loss: 0.0311683 | Time: 2258.63 ms [2021-01-17 23:29:31 main:574] : INFO : Epoch 694 | loss: 0.0311599 | val_loss: 0.0311682 | Time: 2298.34 ms [2021-01-17 23:29:34 main:574] : INFO : Epoch 695 | loss: 0.0311604 | val_loss: 0.0311736 | Time: 2265.71 ms [2021-01-17 23:29:36 main:574] : INFO : Epoch 696 | loss: 0.0311591 | val_loss: 0.0311676 | Time: 2278.77 ms [2021-01-17 23:29:38 main:574] : INFO : Epoch 697 | loss: 0.0311582 | val_loss: 0.0311674 | Time: 2346.06 ms [2021-01-17 23:29:41 main:574] : INFO : Epoch 698 | loss: 0.0311569 | val_loss: 0.0311673 | Time: 2241.55 ms [2021-01-17 23:29:43 main:574] : INFO : Epoch 699 | loss: 0.0311564 | val_loss: 0.0311672 | Time: 2360.97 ms [2021-01-17 23:29:45 main:574] : INFO : Epoch 700 | loss: 0.0311563 | val_loss: 0.0311675 | Time: 2245.63 ms [2021-01-17 23:29:48 main:574] : INFO : Epoch 701 | loss: 0.0311566 | val_loss: 0.0311669 | Time: 2287.45 ms [2021-01-17 23:29:50 main:574] : INFO : Epoch 702 | loss: 0.0311559 | val_loss: 0.0311659 | Time: 2238.93 ms [2021-01-17 23:29:53 main:574] : INFO : Epoch 703 | loss: 0.031157 | val_loss: 0.0311688 | Time: 2275.99 ms [2021-01-17 23:29:55 main:574] : INFO : Epoch 704 | loss: 0.031156 | val_loss: 0.0311679 | Time: 2315.92 ms [2021-01-17 23:29:57 main:574] : INFO : Epoch 705 | loss: 0.0311593 | val_loss: 0.031179 | Time: 2194.33 ms [2021-01-17 23:29:59 main:574] : INFO : Epoch 706 | loss: 0.0311586 | val_loss: 0.0311666 | Time: 2276.45 ms [2021-01-17 23:30:02 main:574] : INFO : Epoch 707 | loss: 0.0311556 | val_loss: 0.0311666 | Time: 2273.45 ms [2021-01-17 23:30:04 main:574] : INFO : Epoch 708 | loss: 0.031155 | val_loss: 0.0311673 | Time: 2218.07 ms [2021-01-17 23:30:06 main:574] : INFO : Epoch 709 | loss: 0.0311548 | val_loss: 0.0311691 | Time: 2240.08 ms [2021-01-17 23:30:08 main:574] : INFO : Epoch 710 | loss: 0.0311567 | val_loss: 0.0311695 | Time: 2256.69 ms [2021-01-17 23:30:11 main:574] : INFO : Epoch 711 | loss: 0.0311563 | val_loss: 0.0311675 | Time: 2176.63 ms [2021-01-17 23:30:13 main:574] : INFO : Epoch 712 | loss: 0.0311583 | val_loss: 0.031168 | Time: 2278.87 ms [2021-01-17 23:30:15 main:574] : INFO : Epoch 713 | loss: 0.0311555 | val_loss: 0.0311674 | Time: 2215.8 ms [2021-01-17 23:30:17 main:574] : INFO : Epoch 714 | loss: 0.0311544 | val_loss: 0.03117 | Time: 2293.37 ms [2021-01-17 23:30:20 main:574] : INFO : Epoch 715 | loss: 0.0311552 | val_loss: 0.0311673 | Time: 2312.25 ms [2021-01-17 23:30:22 main:574] : INFO : Epoch 716 | loss: 0.0311559 | val_loss: 0.0311722 | Time: 2275.35 ms [2021-01-17 23:30:24 main:574] : INFO : Epoch 717 | loss: 0.0311573 | val_loss: 0.0311669 | Time: 2353.59 ms [2021-01-17 23:30:27 main:574] : INFO : Epoch 718 | loss: 0.0311565 | val_loss: 0.0311673 | Time: 2243.63 ms [2021-01-17 23:30:29 main:574] : INFO : Epoch 719 | loss: 0.0311559 | val_loss: 0.0311658 | Time: 2275.46 ms [2021-01-17 23:30:31 main:574] : INFO : Epoch 720 | loss: 0.0311558 | val_loss: 0.0311673 | Time: 2243.65 ms [2021-01-17 23:30:34 main:574] : INFO : Epoch 721 | loss: 0.0311557 | val_loss: 0.0311681 | Time: 2337.64 ms [2021-01-17 23:30:36 main:574] : INFO : Epoch 722 | loss: 0.0311559 | val_loss: 0.0311698 | Time: 2288.24 ms [2021-01-17 23:30:38 main:574] : INFO : Epoch 723 | loss: 0.0311559 | val_loss: 0.0311783 | Time: 2230.62 ms [2021-01-17 23:30:40 main:574] : INFO : Epoch 724 | loss: 0.0311602 | val_loss: 0.0311676 | Time: 2282.78 ms [2021-01-17 23:30:43 main:574] : INFO : Epoch 725 | loss: 0.0311585 | val_loss: 0.0311664 | Time: 2303.04 ms [2021-01-17 23:30:45 main:574] : INFO : Epoch 726 | loss: 0.0311573 | val_loss: 0.0311681 | Time: 2211.08 ms [2021-01-17 23:30:47 main:574] : INFO : Epoch 727 | loss: 0.0311548 | val_loss: 0.0311673 | Time: 2262.7 ms [2021-01-17 23:30:50 main:574] : INFO : Epoch 728 | loss: 0.0311564 | val_loss: 0.0311692 | Time: 2254.07 ms [2021-01-17 23:30:52 main:574] : INFO : Epoch 729 | loss: 0.0311547 | val_loss: 0.0311713 | Time: 2225.84 ms [2021-01-17 23:30:54 main:574] : INFO : Epoch 730 | loss: 0.0311553 | val_loss: 0.0311734 | Time: 2220.98 ms [2021-01-17 23:30:56 main:574] : INFO : Epoch 731 | loss: 0.0311596 | val_loss: 0.0311714 | Time: 2250.72 ms [2021-01-17 23:30:59 main:574] : INFO : Epoch 732 | loss: 0.031157 | val_loss: 0.0311725 | Time: 2239.39 ms [2021-01-17 23:31:01 main:574] : INFO : Epoch 733 | loss: 0.031157 | val_loss: 0.0311684 | Time: 2281.27 ms [2021-01-17 23:31:03 main:574] : INFO : Epoch 734 | loss: 0.0311559 | val_loss: 0.0311707 | Time: 2331.43 ms [2021-01-17 23:31:06 main:574] : INFO : Epoch 735 | loss: 0.0311544 | val_loss: 0.0311664 | Time: 2267.2 ms [2021-01-17 23:31:08 main:574] : INFO : Epoch 736 | loss: 0.0311559 | val_loss: 0.0311678 | Time: 2291.56 ms [2021-01-17 23:31:10 main:574] : INFO : Epoch 737 | loss: 0.0311555 | val_loss: 0.0311676 | Time: 2265.15 ms [2021-01-17 23:31:12 main:574] : INFO : Epoch 738 | loss: 0.0311568 | val_loss: 0.0311663 | Time: 2271.26 ms [2021-01-17 23:31:15 main:574] : INFO : Epoch 739 | loss: 0.0311567 | val_loss: 0.0311684 | Time: 2270.81 ms [2021-01-17 23:31:17 main:574] : INFO : Epoch 740 | loss: 0.0311552 | val_loss: 0.0311668 | Time: 2247.82 ms [2021-01-17 23:31:19 main:574] : INFO : Epoch 741 | loss: 0.031155 | val_loss: 0.0311682 | Time: 2275.78 ms [2021-01-17 23:31:22 main:574] : INFO : Epoch 742 | loss: 0.0311577 | val_loss: 0.0311704 | Time: 2222.89 ms [2021-01-17 23:31:24 main:574] : INFO : Epoch 743 | loss: 0.0311611 | val_loss: 0.0311731 | Time: 2342.02 ms [2021-01-17 23:31:26 main:574] : INFO : Epoch 744 | loss: 0.031154 | val_loss: 0.0311687 | Time: 2261.12 ms [2021-01-17 23:31:28 main:574] : INFO : Epoch 745 | loss: 0.0311532 | val_loss: 0.0311685 | Time: 2288.36 ms [2021-01-17 23:31:31 main:574] : INFO : Epoch 746 | loss: 0.0311543 | val_loss: 0.0311674 | Time: 2278.95 ms [2021-01-17 23:31:33 main:574] : INFO : Epoch 747 | loss: 0.0311572 | val_loss: 0.0311721 | Time: 2316.25 ms [2021-01-17 23:31:35 main:574] : INFO : Epoch 748 | loss: 0.0311555 | val_loss: 0.0311686 | Time: 2247.81 ms [2021-01-17 23:31:38 main:574] : INFO : Epoch 749 | loss: 0.0311556 | val_loss: 0.031167 | Time: 2325.45 ms [2021-01-17 23:31:40 main:574] : INFO : Epoch 750 | loss: 0.0311531 | val_loss: 0.0311677 | Time: 2340.97 ms [2021-01-17 23:31:42 main:574] : INFO : Epoch 751 | loss: 0.0311535 | val_loss: 0.0311709 | Time: 2209.95 ms [2021-01-17 23:31:45 main:574] : INFO : Epoch 752 | loss: 0.0311543 | val_loss: 0.0311744 | Time: 2268.8 ms [2021-01-17 23:31:47 main:574] : INFO : Epoch 753 | loss: 0.0311553 | val_loss: 0.0311782 | Time: 2254.11 ms [2021-01-17 23:31:49 main:574] : INFO : Epoch 754 | loss: 0.0311549 | val_loss: 0.0311707 | Time: 2228.64 ms [2021-01-17 23:31:51 main:574] : INFO : Epoch 755 | loss: 0.0311533 | val_loss: 0.031167 | Time: 2243.75 ms [2021-01-17 23:31:54 main:574] : INFO : Epoch 756 | loss: 0.0311529 | val_loss: 0.0311702 | Time: 2227.14 ms [2021-01-17 23:31:56 main:574] : INFO : Epoch 757 | loss: 0.0311531 | val_loss: 0.0311672 | Time: 2380.37 ms [2021-01-17 23:31:58 main:574] : INFO : Epoch 758 | loss: 0.0311525 | val_loss: 0.0311696 | Time: 2187.11 ms [2021-01-17 23:32:00 main:574] : INFO : Epoch 759 | loss: 0.031155 | val_loss: 0.0311687 | Time: 2240.14 ms [2021-01-17 23:32:03 main:574] : INFO : Epoch 760 | loss: 0.0311541 | val_loss: 0.0311689 | Time: 2275.39 ms [2021-01-17 23:32:05 main:574] : INFO : Epoch 761 | loss: 0.0311526 | val_loss: 0.0311674 | Time: 2330.63 ms [2021-01-17 23:32:07 main:574] : INFO : Epoch 762 | loss: 0.0311528 | val_loss: 0.0311748 | Time: 2187.32 ms [2021-01-17 23:32:10 main:574] : INFO : Epoch 763 | loss: 0.0311533 | val_loss: 0.0311675 | Time: 2215.63 ms [2021-01-17 23:32:12 main:574] : INFO : Epoch 764 | loss: 0.031152 | val_loss: 0.0311661 | Time: 2282.5 ms [2021-01-17 23:32:14 main:574] : INFO : Epoch 765 | loss: 0.0311535 | val_loss: 0.0311725 | Time: 2232.78 ms [2021-01-17 23:32:16 main:574] : INFO : Epoch 766 | loss: 0.0311527 | val_loss: 0.031168 | Time: 2281.27 ms [2021-01-17 23:32:19 main:574] : INFO : Epoch 767 | loss: 0.0311531 | val_loss: 0.0311704 | Time: 2236.43 ms [2021-01-17 23:32:21 main:574] : INFO : Epoch 768 | loss: 0.0311532 | val_loss: 0.0311694 | Time: 2250.35 ms [2021-01-17 23:32:23 main:574] : INFO : Epoch 769 | loss: 0.0311527 | val_loss: 0.0311672 | Time: 2254.92 ms [2021-01-17 23:32:25 main:574] : INFO : Epoch 770 | loss: 0.0311524 | val_loss: 0.0311681 | Time: 2224.18 ms [2021-01-17 23:32:28 main:574] : INFO : Epoch 771 | loss: 0.0311528 | val_loss: 0.0311697 | Time: 2321.89 ms [2021-01-17 23:32:30 main:574] : INFO : Epoch 772 | loss: 0.031153 | val_loss: 0.0311721 | Time: 2225.83 ms [2021-01-17 23:32:33 main:574] : INFO : Epoch 773 | loss: 0.0311558 | val_loss: 0.0311733 | Time: 2461.78 ms [2021-01-17 23:32:35 main:574] : INFO : Epoch 774 | loss: 0.0311545 | val_loss: 0.0311706 | Time: 2313.63 ms [2021-01-17 23:32:37 main:574] : INFO : Epoch 775 | loss: 0.031154 | val_loss: 0.0311709 | Time: 2240.3 ms [2021-01-17 23:32:39 main:574] : INFO : Epoch 776 | loss: 0.0311533 | val_loss: 0.0311737 | Time: 2252.97 ms [2021-01-17 23:32:42 main:574] : INFO : Epoch 777 | loss: 0.0311548 | val_loss: 0.0311676 | Time: 2194.22 ms [2021-01-17 23:32:44 main:574] : INFO : Epoch 778 | loss: 0.0311536 | val_loss: 0.0311716 | Time: 2298.72 ms [2021-01-17 23:32:46 main:574] : INFO : Epoch 779 | loss: 0.031155 | val_loss: 0.0311703 | Time: 2231.97 ms [2021-01-17 23:32:48 main:574] : INFO : Epoch 780 | loss: 0.0311534 | val_loss: 0.0311739 | Time: 2236.95 ms [2021-01-17 23:32:51 main:574] : INFO : Epoch 781 | loss: 0.0311536 | val_loss: 0.0311685 | Time: 2239.43 ms [2021-01-17 23:32:53 main:574] : INFO : Epoch 782 | loss: 0.0311526 | val_loss: 0.0311742 | Time: 2241.31 ms [2021-01-17 23:32:55 main:574] : INFO : Epoch 783 | loss: 0.0311544 | val_loss: 0.0311708 | Time: 2270.85 ms [2021-01-17 23:32:57 main:574] : INFO : Epoch 784 | loss: 0.0311522 | val_loss: 0.0311696 | Time: 2230.26 ms [2021-01-17 23:33:00 main:574] : INFO : Epoch 785 | loss: 0.0311539 | val_loss: 0.031168 | Time: 2272.04 ms [2021-01-17 23:33:02 main:574] : INFO : Epoch 786 | loss: 0.0311588 | val_loss: 0.0311696 | Time: 2327.62 ms [2021-01-17 23:33:04 main:574] : INFO : Epoch 787 | loss: 0.0311552 | val_loss: 0.0311694 | Time: 2203.07 ms [2021-01-17 23:33:07 main:574] : INFO : Epoch 788 | loss: 0.0311553 | val_loss: 0.0311708 | Time: 2290.25 ms [2021-01-17 23:33:09 main:574] : INFO : Epoch 789 | loss: 0.0311579 | val_loss: 0.0311725 | Time: 2222.01 ms [2021-01-17 23:33:11 main:574] : INFO : Epoch 790 | loss: 0.0311629 | val_loss: 0.0311755 | Time: 2234.2 ms [2021-01-17 23:33:13 main:574] : INFO : Epoch 791 | loss: 0.0311604 | val_loss: 0.0311659 | Time: 2315.02 ms [2021-01-17 23:33:16 main:574] : INFO : Epoch 792 | loss: 0.0311576 | val_loss: 0.0311715 | Time: 2241.16 ms [2021-01-17 23:33:18 main:574] : INFO : Epoch 793 | loss: 0.031158 | val_loss: 0.0311846 | Time: 2219.58 ms [2021-01-17 23:33:20 main:574] : INFO : Epoch 794 | loss: 0.0311638 | val_loss: 0.0311785 | Time: 2283.12 ms [2021-01-17 23:33:23 main:574] : INFO : Epoch 795 | loss: 0.0311594 | val_loss: 0.0311679 | Time: 2257.11 ms [2021-01-17 23:33:25 main:574] : INFO : Epoch 796 | loss: 0.031155 | val_loss: 0.0311718 | Time: 2218.67 ms [2021-01-17 23:33:27 main:574] : INFO : Epoch 797 | loss: 0.0311551 | val_loss: 0.0311677 | Time: 2253.47 ms [2021-01-17 23:33:29 main:574] : INFO : Epoch 798 | loss: 0.0311533 | val_loss: 0.0311679 | Time: 2175.99 ms [2021-01-17 23:33:32 main:574] : INFO : Epoch 799 | loss: 0.0311532 | val_loss: 0.0311686 | Time: 2346.7 ms [2021-01-17 23:33:34 main:574] : INFO : Epoch 800 | loss: 0.0311542 | val_loss: 0.0311665 | Time: 2226.29 ms [2021-01-17 23:33:36 main:574] : INFO : Epoch 801 | loss: 0.031155 | val_loss: 0.0311668 | Time: 2286.78 ms [2021-01-17 23:33:39 main:574] : INFO : Epoch 802 | loss: 0.0311556 | val_loss: 0.031165 | Time: 2347.07 ms [2021-01-17 23:33:41 main:574] : INFO : Epoch 803 | loss: 0.0311558 | val_loss: 0.0311656 | Time: 2318.42 ms [2021-01-17 23:33:43 main:574] : INFO : Epoch 804 | loss: 0.0311556 | val_loss: 0.0311666 | Time: 2298.93 ms [2021-01-17 23:33:46 main:574] : INFO : Epoch 805 | loss: 0.0311591 | val_loss: 0.0311713 | Time: 2375.71 ms [2021-01-17 23:33:48 main:574] : INFO : Epoch 806 | loss: 0.0311592 | val_loss: 0.0311695 | Time: 2298.05 ms [2021-01-17 23:33:50 main:574] : INFO : Epoch 807 | loss: 0.0311593 | val_loss: 0.0311696 | Time: 2293.56 ms [2021-01-17 23:33:53 main:574] : INFO : Epoch 808 | loss: 0.0311558 | val_loss: 0.0311661 | Time: 2285.86 ms [2021-01-17 23:33:55 main:574] : INFO : Epoch 809 | loss: 0.0311553 | val_loss: 0.0311641 | Time: 2491.32 ms [2021-01-17 23:33:57 main:574] : INFO : Epoch 810 | loss: 0.031155 | val_loss: 0.0311652 | Time: 2276.94 ms [2021-01-17 23:34:00 main:574] : INFO : Epoch 811 | loss: 0.0311554 | val_loss: 0.0311675 | Time: 2283.19 ms [2021-01-17 23:34:02 main:574] : INFO : Epoch 812 | loss: 0.0311558 | val_loss: 0.0311682 | Time: 2262.46 ms [2021-01-17 23:34:04 main:574] : INFO : Epoch 813 | loss: 0.0311578 | val_loss: 0.0311682 | Time: 2279.17 ms [2021-01-17 23:34:07 main:574] : INFO : Epoch 814 | loss: 0.0311563 | val_loss: 0.0311697 | Time: 2301.74 ms [2021-01-17 23:34:09 main:574] : INFO : Epoch 815 | loss: 0.0311581 | val_loss: 0.0311725 | Time: 2213.69 ms [2021-01-17 23:34:11 main:574] : INFO : Epoch 816 | loss: 0.0311588 | val_loss: 0.031168 | Time: 2175.47 ms [2021-01-17 23:34:13 main:574] : INFO : Epoch 817 | loss: 0.0311547 | val_loss: 0.0311686 | Time: 2209.58 ms [2021-01-17 23:34:15 main:574] : INFO : Epoch 818 | loss: 0.031155 | val_loss: 0.031171 | Time: 2298.18 ms [2021-01-17 23:34:18 main:574] : INFO : Epoch 819 | loss: 0.0311604 | val_loss: 0.0311728 | Time: 2283.76 ms [2021-01-17 23:34:20 main:574] : INFO : Epoch 820 | loss: 0.0311669 | val_loss: 0.0311744 | Time: 2161.57 ms [2021-01-17 23:34:22 main:574] : INFO : Epoch 821 | loss: 0.031162 | val_loss: 0.0311721 | Time: 2313.84 ms [2021-01-17 23:34:25 main:574] : INFO : Epoch 822 | loss: 0.0311573 | val_loss: 0.0311687 | Time: 2229.88 ms [2021-01-17 23:34:27 main:574] : INFO : Epoch 823 | loss: 0.0311563 | val_loss: 0.0311698 | Time: 2219.97 ms [2021-01-17 23:34:29 main:574] : INFO : Epoch 824 | loss: 0.0311564 | val_loss: 0.031171 | Time: 2379.07 ms [2021-01-17 23:34:31 main:574] : INFO : Epoch 825 | loss: 0.0311564 | val_loss: 0.0311698 | Time: 2281.96 ms [2021-01-17 23:34:34 main:574] : INFO : Epoch 826 | loss: 0.031158 | val_loss: 0.0311753 | Time: 2230.27 ms [2021-01-17 23:34:36 main:574] : INFO : Epoch 827 | loss: 0.0311593 | val_loss: 0.0311732 | Time: 2218.37 ms [2021-01-17 23:34:38 main:574] : INFO : Epoch 828 | loss: 0.0311564 | val_loss: 0.0311702 | Time: 2294.11 ms [2021-01-17 23:34:41 main:574] : INFO : Epoch 829 | loss: 0.0311547 | val_loss: 0.0311701 | Time: 2250.92 ms [2021-01-17 23:34:43 main:574] : INFO : Epoch 830 | loss: 0.0311545 | val_loss: 0.0311699 | Time: 2362.44 ms [2021-01-17 23:34:45 main:574] : INFO : Epoch 831 | loss: 0.0311543 | val_loss: 0.0311714 | Time: 2220.7 ms [2021-01-17 23:34:47 main:574] : INFO : Epoch 832 | loss: 0.0311546 | val_loss: 0.0311667 | Time: 2294.14 ms [2021-01-17 23:34:50 main:574] : INFO : Epoch 833 | loss: 0.0311524 | val_loss: 0.0311672 | Time: 2241.47 ms [2021-01-17 23:34:52 main:574] : INFO : Epoch 834 | loss: 0.0311534 | val_loss: 0.0311676 | Time: 2261.05 ms [2021-01-17 23:34:54 main:574] : INFO : Epoch 835 | loss: 0.0311534 | val_loss: 0.0311655 | Time: 2237.39 ms [2021-01-17 23:34:57 main:574] : INFO : Epoch 836 | loss: 0.0311528 | val_loss: 0.0311679 | Time: 2327.94 ms [2021-01-17 23:34:59 main:574] : INFO : Epoch 837 | loss: 0.0311531 | val_loss: 0.0311675 | Time: 2276.33 ms [2021-01-17 23:35:01 main:574] : INFO : Epoch 838 | loss: 0.0311538 | val_loss: 0.031169 | Time: 2266.25 ms [2021-01-17 23:35:03 main:574] : INFO : Epoch 839 | loss: 0.0311566 | val_loss: 0.0311693 | Time: 2210.7 ms [2021-01-17 23:35:06 main:574] : INFO : Epoch 840 | loss: 0.0311565 | val_loss: 0.031169 | Time: 2274.81 ms [2021-01-17 23:35:08 main:574] : INFO : Epoch 841 | loss: 0.0311559 | val_loss: 0.0311689 | Time: 2337.5 ms [2021-01-17 23:35:10 main:574] : INFO : Epoch 842 | loss: 0.0311545 | val_loss: 0.0311663 | Time: 2245.31 ms [2021-01-17 23:35:13 main:574] : INFO : Epoch 843 | loss: 0.0311539 | val_loss: 0.0311667 | Time: 2271.1 ms [2021-01-17 23:35:15 main:574] : INFO : Epoch 844 | loss: 0.0311539 | val_loss: 0.0311663 | Time: 2256.23 ms [2021-01-17 23:35:17 main:574] : INFO : Epoch 845 | loss: 0.031153 | val_loss: 0.0311672 | Time: 2200.35 ms [2021-01-17 23:35:19 main:574] : INFO : Epoch 846 | loss: 0.0311527 | val_loss: 0.0311679 | Time: 2292.38 ms [2021-01-17 23:35:22 main:574] : INFO : Epoch 847 | loss: 0.0311535 | val_loss: 0.031172 | Time: 2228.4 ms [2021-01-17 23:35:24 main:574] : INFO : Epoch 848 | loss: 0.0311539 | val_loss: 0.0311705 | Time: 2303.57 ms [2021-01-17 23:35:26 main:574] : INFO : Epoch 849 | loss: 0.0311526 | val_loss: 0.0311686 | Time: 2196.9 ms [2021-01-17 23:35:29 main:574] : INFO : Epoch 850 | loss: 0.0311555 | val_loss: 0.031173 | Time: 2286.95 ms [2021-01-17 23:35:31 main:574] : INFO : Epoch 851 | loss: 0.0311577 | val_loss: 0.0311667 | Time: 2325.22 ms [2021-01-17 23:35:33 main:574] : INFO : Epoch 852 | loss: 0.0311575 | val_loss: 0.0311697 | Time: 2280.67 ms [2021-01-17 23:35:36 main:574] : INFO : Epoch 853 | loss: 0.0311542 | val_loss: 0.0311689 | Time: 2317.72 ms [2021-01-17 23:35:38 main:574] : INFO : Epoch 854 | loss: 0.0311529 | val_loss: 0.0311675 | Time: 2320.01 ms [2021-01-17 23:35:40 main:574] : INFO : Epoch 855 | loss: 0.0311533 | val_loss: 0.0311677 | Time: 2271.81 ms [2021-01-17 23:35:42 main:574] : INFO : Epoch 856 | loss: 0.0311519 | val_loss: 0.0311657 | Time: 2271.47 ms [2021-01-17 23:35:45 main:574] : INFO : Epoch 857 | loss: 0.0311531 | val_loss: 0.0311709 | Time: 2210.78 ms [2021-01-17 23:35:47 main:574] : INFO : Epoch 858 | loss: 0.0311528 | val_loss: 0.0311673 | Time: 2286.71 ms [2021-01-17 23:35:49 main:574] : INFO : Epoch 859 | loss: 0.0311522 | val_loss: 0.0311733 | Time: 2286.86 ms [2021-01-17 23:35:52 main:574] : INFO : Epoch 860 | loss: 0.0311513 | val_loss: 0.0311669 | Time: 2261.97 ms [2021-01-17 23:35:54 main:574] : INFO : Epoch 861 | loss: 0.0311513 | val_loss: 0.0311675 | Time: 2314.84 ms [2021-01-17 23:35:56 main:574] : INFO : Epoch 862 | loss: 0.0311524 | val_loss: 0.0311696 | Time: 2245.72 ms [2021-01-17 23:35:58 main:574] : INFO : Epoch 863 | loss: 0.0311554 | val_loss: 0.0311714 | Time: 2218.5 ms [2021-01-17 23:36:01 main:574] : INFO : Epoch 864 | loss: 0.0311523 | val_loss: 0.0311663 | Time: 2283.55 ms [2021-01-17 23:36:03 main:574] : INFO : Epoch 865 | loss: 0.0311515 | val_loss: 0.0311675 | Time: 2271.68 ms [2021-01-17 23:36:05 main:574] : INFO : Epoch 866 | loss: 0.0311536 | val_loss: 0.0311723 | Time: 2234.58 ms [2021-01-17 23:36:08 main:574] : INFO : Epoch 867 | loss: 0.0311537 | val_loss: 0.0311702 | Time: 2283.87 ms [2021-01-17 23:36:10 main:574] : INFO : Epoch 868 | loss: 0.031152 | val_loss: 0.0311718 | Time: 2268.37 ms [2021-01-17 23:36:12 main:574] : INFO : Epoch 869 | loss: 0.0311551 | val_loss: 0.0311701 | Time: 2251.35 ms [2021-01-17 23:36:14 main:574] : INFO : Epoch 870 | loss: 0.0311522 | val_loss: 0.0311664 | Time: 2314.47 ms [2021-01-17 23:36:17 main:574] : INFO : Epoch 871 | loss: 0.0311539 | val_loss: 0.031169 | Time: 2288.81 ms [2021-01-17 23:36:19 main:574] : INFO : Epoch 872 | loss: 0.0311524 | val_loss: 0.0311726 | Time: 2244.91 ms [2021-01-17 23:36:21 main:574] : INFO : Epoch 873 | loss: 0.0311533 | val_loss: 0.0311676 | Time: 2188.92 ms [2021-01-17 23:36:24 main:574] : INFO : Epoch 874 | loss: 0.0311525 | val_loss: 0.0311696 | Time: 2291.43 ms [2021-01-17 23:36:26 main:574] : INFO : Epoch 875 | loss: 0.0311528 | val_loss: 0.0311662 | Time: 2287.94 ms [2021-01-17 23:36:28 main:574] : INFO : Epoch 876 | loss: 0.0311514 | val_loss: 0.0311678 | Time: 2295.97 ms [2021-01-17 23:36:30 main:574] : INFO : Epoch 877 | loss: 0.031152 | val_loss: 0.0311685 | Time: 2213.36 ms [2021-01-17 23:36:33 main:574] : INFO : Epoch 878 | loss: 0.0311557 | val_loss: 0.0311717 | Time: 2233.94 ms [2021-01-17 23:36:35 main:574] : INFO : Epoch 879 | loss: 0.0311566 | val_loss: 0.0311668 | Time: 2251.59 ms [2021-01-17 23:36:37 main:574] : INFO : Epoch 880 | loss: 0.0311532 | val_loss: 0.0311673 | Time: 2260.51 ms [2021-01-17 23:36:39 main:574] : INFO : Epoch 881 | loss: 0.0311524 | val_loss: 0.0311669 | Time: 2256.75 ms [2021-01-17 23:36:42 main:574] : INFO : Epoch 882 | loss: 0.0311531 | val_loss: 0.0311683 | Time: 2252.38 ms [2021-01-17 23:36:44 main:574] : INFO : Epoch 883 | loss: 0.0311562 | val_loss: 0.0311772 | Time: 2284.29 ms [2021-01-17 23:36:46 main:574] : INFO : Epoch 884 | loss: 0.031154 | val_loss: 0.0311756 | Time: 2247.94 ms [2021-01-17 23:36:49 main:574] : INFO : Epoch 885 | loss: 0.0311519 | val_loss: 0.0311668 | Time: 2283.42 ms [2021-01-17 23:36:51 main:574] : INFO : Epoch 886 | loss: 0.0311505 | val_loss: 0.0311663 | Time: 2270.3 ms [2021-01-17 23:36:53 main:574] : INFO : Epoch 887 | loss: 0.0311509 | val_loss: 0.0311684 | Time: 2276.23 ms [2021-01-17 23:36:55 main:574] : INFO : Epoch 888 | loss: 0.0311524 | val_loss: 0.0311662 | Time: 2148.63 ms [2021-01-17 23:36:58 main:574] : INFO : Epoch 889 | loss: 0.0311518 | val_loss: 0.0311663 | Time: 2253.66 ms [2021-01-17 23:37:00 main:574] : INFO : Epoch 890 | loss: 0.0311514 | val_loss: 0.0311696 | Time: 2284.95 ms [2021-01-17 23:37:02 main:574] : INFO : Epoch 891 | loss: 0.0311523 | val_loss: 0.031165 | Time: 2216.58 ms [2021-01-17 23:37:04 main:574] : INFO : Epoch 892 | loss: 0.0311503 | val_loss: 0.0311694 | Time: 2204.21 ms [2021-01-17 23:37:07 main:574] : INFO : Epoch 893 | loss: 0.0311529 | val_loss: 0.0311707 | Time: 2528.81 ms [2021-01-17 23:37:09 main:574] : INFO : Epoch 894 | loss: 0.0311508 | val_loss: 0.0311691 | Time: 2322.23 ms [2021-01-17 23:37:12 main:574] : INFO : Epoch 895 | loss: 0.0311516 | val_loss: 0.0311687 | Time: 2266.58 ms [2021-01-17 23:37:14 main:574] : INFO : Epoch 896 | loss: 0.0311513 | val_loss: 0.03117 | Time: 2307.28 ms [2021-01-17 23:37:16 main:574] : INFO : Epoch 897 | loss: 0.0311504 | val_loss: 0.0311659 | Time: 2282.8 ms [2021-01-17 23:37:18 main:574] : INFO : Epoch 898 | loss: 0.0311528 | val_loss: 0.0311644 | Time: 2244.69 ms [2021-01-17 23:37:21 main:574] : INFO : Epoch 899 | loss: 0.0311533 | val_loss: 0.0311658 | Time: 2224.77 ms [2021-01-17 23:37:23 main:574] : INFO : Epoch 900 | loss: 0.0311558 | val_loss: 0.0311682 | Time: 2231.5 ms [2021-01-17 23:37:25 main:574] : INFO : Epoch 901 | loss: 0.031155 | val_loss: 0.0311651 | Time: 2354.99 ms [2021-01-17 23:37:28 main:574] : INFO : Epoch 902 | loss: 0.0311545 | val_loss: 0.0311655 | Time: 2251.27 ms [2021-01-17 23:37:30 main:574] : INFO : Epoch 903 | loss: 0.0311535 | val_loss: 0.0311673 | Time: 2277.98 ms [2021-01-17 23:37:32 main:574] : INFO : Epoch 904 | loss: 0.0311536 | val_loss: 0.0311684 | Time: 2236.91 ms [2021-01-17 23:37:34 main:574] : INFO : Epoch 905 | loss: 0.0311533 | val_loss: 0.0311685 | Time: 2239.93 ms [2021-01-17 23:37:37 main:574] : INFO : Epoch 906 | loss: 0.0311536 | val_loss: 0.0311669 | Time: 2224.32 ms [2021-01-17 23:37:39 main:574] : INFO : Epoch 907 | loss: 0.0311535 | val_loss: 0.0311687 | Time: 2297.34 ms [2021-01-17 23:37:41 main:574] : INFO : Epoch 908 | loss: 0.0311539 | val_loss: 0.0311688 | Time: 2299.66 ms [2021-01-17 23:37:44 main:574] : INFO : Epoch 909 | loss: 0.0311532 | val_loss: 0.0311654 | Time: 2290.82 ms [2021-01-17 23:37:46 main:574] : INFO : Epoch 910 | loss: 0.0311523 | val_loss: 0.0311669 | Time: 2284.94 ms [2021-01-17 23:37:48 main:574] : INFO : Epoch 911 | loss: 0.0311515 | val_loss: 0.0311669 | Time: 2249.57 ms [2021-01-17 23:37:50 main:574] : INFO : Epoch 912 | loss: 0.031154 | val_loss: 0.0311678 | Time: 2290.72 ms [2021-01-17 23:37:53 main:574] : INFO : Epoch 913 | loss: 0.0311552 | val_loss: 0.0311659 | Time: 2350.43 ms [2021-01-17 23:37:55 main:574] : INFO : Epoch 914 | loss: 0.0311553 | val_loss: 0.0311708 | Time: 2248.99 ms [2021-01-17 23:37:57 main:574] : INFO : Epoch 915 | loss: 0.031158 | val_loss: 0.0311645 | Time: 2244.46 ms [2021-01-17 23:38:00 main:574] : INFO : Epoch 916 | loss: 0.0311548 | val_loss: 0.0311645 | Time: 2192.62 ms [2021-01-17 23:38:02 main:574] : INFO : Epoch 917 | loss: 0.0311551 | val_loss: 0.0311675 | Time: 2338.25 ms [2021-01-17 23:38:04 main:574] : INFO : Epoch 918 | loss: 0.0311567 | val_loss: 0.0311649 | Time: 2271.6 ms [2021-01-17 23:38:07 main:574] : INFO : Epoch 919 | loss: 0.0311566 | val_loss: 0.0311663 | Time: 2255.54 ms [2021-01-17 23:38:09 main:574] : INFO : Epoch 920 | loss: 0.0311565 | val_loss: 0.0311687 | Time: 2231.74 ms [2021-01-17 23:38:11 main:574] : INFO : Epoch 921 | loss: 0.0311554 | val_loss: 0.0311721 | Time: 2205.99 ms [2021-01-17 23:38:13 main:574] : INFO : Epoch 922 | loss: 0.0311556 | val_loss: 0.0311673 | Time: 2424.31 ms [2021-01-17 23:38:16 main:574] : INFO : Epoch 923 | loss: 0.0311557 | val_loss: 0.0311675 | Time: 2348.82 ms [2021-01-17 23:38:18 main:574] : INFO : Epoch 924 | loss: 0.0311547 | val_loss: 0.0311664 | Time: 2229.7 ms [2021-01-17 23:38:20 main:574] : INFO : Epoch 925 | loss: 0.0311526 | val_loss: 0.0311661 | Time: 2204.05 ms [2021-01-17 23:38:23 main:574] : INFO : Epoch 926 | loss: 0.0311539 | val_loss: 0.0311649 | Time: 2281.58 ms [2021-01-17 23:38:25 main:574] : INFO : Epoch 927 | loss: 0.0311555 | val_loss: 0.0311677 | Time: 2286.85 ms [2021-01-17 23:38:27 main:574] : INFO : Epoch 928 | loss: 0.0311553 | val_loss: 0.0311666 | Time: 2307.03 ms [2021-01-17 23:38:30 main:574] : INFO : Epoch 929 | loss: 0.0311543 | val_loss: 0.0311668 | Time: 2271.3 ms [2021-01-17 23:38:32 main:574] : INFO : Epoch 930 | loss: 0.0311553 | val_loss: 0.0311692 | Time: 2366.47 ms [2021-01-17 23:38:34 main:574] : INFO : Epoch 931 | loss: 0.031154 | val_loss: 0.0311666 | Time: 2194.59 ms [2021-01-17 23:38:36 main:574] : INFO : Epoch 932 | loss: 0.0311531 | val_loss: 0.0311661 | Time: 2294.75 ms [2021-01-17 23:38:39 main:574] : INFO : Epoch 933 | loss: 0.0311528 | val_loss: 0.0311659 | Time: 2307.34 ms [2021-01-17 23:38:41 main:574] : INFO : Epoch 934 | loss: 0.0311575 | val_loss: 0.0311661 | Time: 2233.58 ms [2021-01-17 23:38:43 main:574] : INFO : Epoch 935 | loss: 0.0311581 | val_loss: 0.0311657 | Time: 2293.06 ms [2021-01-17 23:38:46 main:574] : INFO : Epoch 936 | loss: 0.0311594 | val_loss: 0.0311684 | Time: 2190.22 ms [2021-01-17 23:38:48 main:574] : INFO : Epoch 937 | loss: 0.0311591 | val_loss: 0.0311678 | Time: 2295.67 ms [2021-01-17 23:38:50 main:574] : INFO : Epoch 938 | loss: 0.0311607 | val_loss: 0.0311641 | Time: 2310.46 ms [2021-01-17 23:38:53 main:574] : INFO : Epoch 939 | loss: 0.0311575 | val_loss: 0.0311634 | Time: 2459.52 ms [2021-01-17 23:38:55 main:574] : INFO : Epoch 940 | loss: 0.0311576 | val_loss: 0.0311673 | Time: 2279.59 ms [2021-01-17 23:38:57 main:574] : INFO : Epoch 941 | loss: 0.0311597 | val_loss: 0.0311661 | Time: 2236.04 ms [2021-01-17 23:39:00 main:574] : INFO : Epoch 942 | loss: 0.0311598 | val_loss: 0.0311681 | Time: 2341.28 ms [2021-01-17 23:39:02 main:574] : INFO : Epoch 943 | loss: 0.0311641 | val_loss: 0.0311678 | Time: 2315.88 ms [2021-01-17 23:39:04 main:574] : INFO : Epoch 944 | loss: 0.0311644 | val_loss: 0.0311661 | Time: 2313.91 ms [2021-01-17 23:39:07 main:574] : INFO : Epoch 945 | loss: 0.031164 | val_loss: 0.0311646 | Time: 2215.03 ms [2021-01-17 23:39:09 main:574] : INFO : Epoch 946 | loss: 0.0311631 | val_loss: 0.0311691 | Time: 2314.72 ms [2021-01-17 23:39:11 main:574] : INFO : Epoch 947 | loss: 0.0311631 | val_loss: 0.0311677 | Time: 2298.12 ms [2021-01-17 23:39:13 main:574] : INFO : Epoch 948 | loss: 0.0311621 | val_loss: 0.0311697 | Time: 2300.98 ms [2021-01-17 23:39:16 main:574] : INFO : Epoch 949 | loss: 0.0311643 | val_loss: 0.0311733 | Time: 2275.17 ms [2021-01-17 23:39:18 main:574] : INFO : Epoch 950 | loss: 0.0311641 | val_loss: 0.0311668 | Time: 2322.15 ms [2021-01-17 23:39:20 main:574] : INFO : Epoch 951 | loss: 0.0311615 | val_loss: 0.0311657 | Time: 2265.81 ms [2021-01-17 23:39:23 main:574] : INFO : Epoch 952 | loss: 0.0311604 | val_loss: 0.0311639 | Time: 2280.28 ms [2021-01-17 23:39:25 main:574] : INFO : Epoch 953 | loss: 0.0311607 | val_loss: 0.0311669 | Time: 2229.59 ms [2021-01-17 23:39:27 main:574] : INFO : Epoch 954 | loss: 0.0311614 | val_loss: 0.0311655 | Time: 2220.51 ms [2021-01-17 23:39:30 main:574] : INFO : Epoch 955 | loss: 0.0311606 | val_loss: 0.0311652 | Time: 2795.43 ms [2021-01-17 23:39:33 main:574] : INFO : Epoch 956 | loss: 0.0311612 | val_loss: 0.0311684 | Time: 2864.94 ms [2021-01-17 23:39:35 main:574] : INFO : Epoch 957 | loss: 0.0311614 | val_loss: 0.0311672 | Time: 2300.77 ms [2021-01-17 23:39:38 main:574] : INFO : Epoch 958 | loss: 0.0311659 | val_loss: 0.0311728 | Time: 2306.7 ms [2021-01-17 23:39:40 main:574] : INFO : Epoch 959 | loss: 0.0311671 | val_loss: 0.0311775 | Time: 2359.99 ms [2021-01-17 23:39:42 main:574] : INFO : Epoch 960 | loss: 0.0311629 | val_loss: 0.0311687 | Time: 2359.36 ms [2021-01-17 23:39:45 main:574] : INFO : Epoch 961 | loss: 0.0311615 | val_loss: 0.0311684 | Time: 2392.46 ms [2021-01-17 23:39:47 main:574] : INFO : Epoch 962 | loss: 0.0311611 | val_loss: 0.0311665 | Time: 2398.75 ms [2021-01-17 23:39:49 main:574] : INFO : Epoch 963 | loss: 0.0311613 | val_loss: 0.0311657 | Time: 2293.27 ms [2021-01-17 23:39:52 main:574] : INFO : Epoch 964 | loss: 0.0311598 | val_loss: 0.0311664 | Time: 2227.58 ms [2021-01-17 23:39:54 main:574] : INFO : Epoch 965 | loss: 0.0311596 | val_loss: 0.0311674 | Time: 2239.02 ms [2021-01-17 23:39:56 main:574] : INFO : Epoch 966 | loss: 0.0311617 | val_loss: 0.0311681 | Time: 2277.99 ms [2021-01-17 23:39:59 main:574] : INFO : Epoch 967 | loss: 0.0311595 | val_loss: 0.0311684 | Time: 2325.08 ms [2021-01-17 23:40:01 main:574] : INFO : Epoch 968 | loss: 0.0311592 | val_loss: 0.0311674 | Time: 2260.29 ms [2021-01-17 23:40:03 main:574] : INFO : Epoch 969 | loss: 0.0311597 | val_loss: 0.0311676 | Time: 2347.97 ms [2021-01-17 23:40:06 main:574] : INFO : Epoch 970 | loss: 0.0311594 | val_loss: 0.0311667 | Time: 2328.08 ms [2021-01-17 23:40:08 main:574] : INFO : Epoch 971 | loss: 0.03116 | val_loss: 0.0311671 | Time: 2282.95 ms [2021-01-17 23:40:10 main:574] : INFO : Epoch 972 | loss: 0.0311612 | val_loss: 0.0311702 | Time: 2264.5 ms [2021-01-17 23:40:13 main:574] : INFO : Epoch 973 | loss: 0.0311694 | val_loss: 0.0312123 | Time: 2347.11 ms [2021-01-17 23:40:15 main:574] : INFO : Epoch 974 | loss: 0.0455813 | val_loss: 0.0463941 | Time: 2202.02 ms [2021-01-17 23:40:17 main:574] : INFO : Epoch 975 | loss: 0.0365988 | val_loss: 0.0317171 | Time: 2201.79 ms [2021-01-17 23:40:20 main:574] : INFO : Epoch 976 | loss: 0.0317171 | val_loss: 0.0314038 | Time: 2245.65 ms [2021-01-17 23:40:22 main:574] : INFO : Epoch 977 | loss: 0.0313251 | val_loss: 0.0312377 | Time: 2227.13 ms [2021-01-17 23:40:24 main:574] : INFO : Epoch 978 | loss: 0.031237 | val_loss: 0.0312201 | Time: 2269.8 ms [2021-01-17 23:40:26 main:574] : INFO : Epoch 979 | loss: 0.031216 | val_loss: 0.0312112 | Time: 2179.83 ms [2021-01-17 23:40:29 main:574] : INFO : Epoch 980 | loss: 0.0312078 | val_loss: 0.0312055 | Time: 2248 ms [2021-01-17 23:40:31 main:574] : INFO : Epoch 981 | loss: 0.0312033 | val_loss: 0.0312012 | Time: 2292.34 ms [2021-01-17 23:40:33 main:574] : INFO : Epoch 982 | loss: 0.0311994 | val_loss: 0.0311981 | Time: 2285.97 ms [2021-01-17 23:40:36 main:574] : INFO : Epoch 983 | loss: 0.0311969 | val_loss: 0.031196 | Time: 2451.41 ms [2021-01-17 23:40:38 main:574] : INFO : Epoch 984 | loss: 0.0311949 | val_loss: 0.0311942 | Time: 2294.42 ms [2021-01-17 23:40:40 main:574] : INFO : Epoch 985 | loss: 0.0311932 | val_loss: 0.031193 | Time: 2286.82 ms [2021-01-17 23:40:43 main:574] : INFO : Epoch 986 | loss: 0.0311924 | val_loss: 0.0311924 | Time: 2298.36 ms [2021-01-17 23:40:45 main:574] : INFO : Epoch 987 | loss: 0.0311916 | val_loss: 0.0311917 | Time: 2316.72 ms [2021-01-17 23:40:47 main:574] : INFO : Epoch 988 | loss: 0.0311908 | val_loss: 0.0311921 | Time: 2299.4 ms [2021-01-17 23:40:50 main:574] : INFO : Epoch 989 | loss: 0.0311905 | val_loss: 0.0311911 | Time: 2245.24 ms [2021-01-17 23:40:52 main:574] : INFO : Epoch 990 | loss: 0.0311898 | val_loss: 0.0311908 | Time: 2283.3 ms [2021-01-17 23:40:54 main:574] : INFO : Epoch 991 | loss: 0.0311896 | val_loss: 0.0311903 | Time: 2250.85 ms [2021-01-17 23:40:56 main:574] : INFO : Epoch 992 | loss: 0.031189 | val_loss: 0.0311901 | Time: 2238.26 ms [2021-01-17 23:40:59 main:574] : INFO : Epoch 993 | loss: 0.0311892 | val_loss: 0.0311905 | Time: 2274.12 ms [2021-01-17 23:41:01 main:574] : INFO : Epoch 994 | loss: 0.0311887 | val_loss: 0.0311898 | Time: 2362.41 ms [2021-01-17 23:41:03 main:574] : INFO : Epoch 995 | loss: 0.0311881 | val_loss: 0.0311892 | Time: 2298.13 ms [2021-01-17 23:41:06 main:574] : INFO : Epoch 996 | loss: 0.0311874 | val_loss: 0.0311886 | Time: 2234.89 ms [2021-01-17 23:41:08 main:574] : INFO : Epoch 997 | loss: 0.0311868 | val_loss: 0.0311883 | Time: 2315.04 ms [2021-01-17 23:41:10 main:574] : INFO : Epoch 998 | loss: 0.0311865 | val_loss: 0.0311877 | Time: 2283 ms [2021-01-17 23:41:13 main:574] : INFO : Epoch 999 | loss: 0.0311862 | val_loss: 0.0311872 | Time: 2278.3 ms [2021-01-17 23:41:15 main:574] : INFO : Epoch 1000 | loss: 0.0311862 | val_loss: 0.031187 | Time: 2354.63 ms [2021-01-17 23:41:17 main:574] : INFO : Epoch 1001 | loss: 0.0311853 | val_loss: 0.0311863 | Time: 2225.03 ms [2021-01-17 23:41:19 main:574] : INFO : Epoch 1002 | loss: 0.031184 | val_loss: 0.0311862 | Time: 2266.26 ms [2021-01-17 23:41:22 main:574] : INFO : Epoch 1003 | loss: 0.0311844 | val_loss: 0.031185 | Time: 2347.07 ms [2021-01-17 23:41:24 main:574] : INFO : Epoch 1004 | loss: 0.0311828 | val_loss: 0.0311845 | Time: 2303.72 ms [2021-01-17 23:41:26 main:574] : INFO : Epoch 1005 | loss: 0.0311815 | val_loss: 0.0311826 | Time: 2142.23 ms [2021-01-17 23:41:29 main:574] : INFO : Epoch 1006 | loss: 0.0311808 | val_loss: 0.0311819 | Time: 2247.5 ms [2021-01-17 23:41:31 main:574] : INFO : Epoch 1007 | loss: 0.0311808 | val_loss: 0.0311816 | Time: 2354.93 ms [2021-01-17 23:41:33 main:574] : INFO : Epoch 1008 | loss: 0.0311801 | val_loss: 0.0311812 | Time: 2236.54 ms [2021-01-17 23:41:35 main:574] : INFO : Epoch 1009 | loss: 0.0311802 | val_loss: 0.031181 | Time: 2243.67 ms [2021-01-17 23:41:38 main:574] : INFO : Epoch 1010 | loss: 0.0311799 | val_loss: 0.0311809 | Time: 2303.99 ms [2021-01-17 23:41:40 main:574] : INFO : Epoch 1011 | loss: 0.0311799 | val_loss: 0.0311805 | Time: 2279.72 ms [2021-01-17 23:41:42 main:574] : INFO : Epoch 1012 | loss: 0.0311799 | val_loss: 0.0311804 | Time: 2253.43 ms [2021-01-17 23:41:45 main:574] : INFO : Epoch 1013 | loss: 0.0311799 | val_loss: 0.0311801 | Time: 2226.15 ms [2021-01-17 23:41:47 main:574] : INFO : Epoch 1014 | loss: 0.0311792 | val_loss: 0.0311798 | Time: 2342.96 ms [2021-01-17 23:41:49 main:574] : INFO : Epoch 1015 | loss: 0.0311788 | val_loss: 0.0311795 | Time: 2272.54 ms [2021-01-17 23:41:52 main:574] : INFO : Epoch 1016 | loss: 0.0311792 | val_loss: 0.03118 | Time: 2266.26 ms [2021-01-17 23:41:54 main:574] : INFO : Epoch 1017 | loss: 0.0311786 | val_loss: 0.031179 | Time: 2247.51 ms [2021-01-17 23:41:56 main:574] : INFO : Epoch 1018 | loss: 0.0311782 | val_loss: 0.031179 | Time: 2291.46 ms [2021-01-17 23:41:58 main:574] : INFO : Epoch 1019 | loss: 0.0311782 | val_loss: 0.031179 | Time: 2247.02 ms [2021-01-17 23:42:01 main:574] : INFO : Epoch 1020 | loss: 0.0311782 | val_loss: 0.0311788 | Time: 2356.4 ms [2021-01-17 23:42:03 main:574] : INFO : Epoch 1021 | loss: 0.0311781 | val_loss: 0.0311793 | Time: 2361.12 ms [2021-01-17 23:42:05 main:574] : INFO : Epoch 1022 | loss: 0.031178 | val_loss: 0.0311795 | Time: 2246.71 ms [2021-01-17 23:42:08 main:574] : INFO : Epoch 1023 | loss: 0.031178 | val_loss: 0.0311792 | Time: 2228.73 ms [2021-01-17 23:42:10 main:574] : INFO : Epoch 1024 | loss: 0.0311781 | val_loss: 0.0311794 | Time: 2235.67 ms [2021-01-17 23:42:10 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311794 [2021-01-17 23:42:10 main:603] : INFO : Saving end state to config to file [2021-01-17 23:42:10 main:608] : INFO : Success, exiting.. 23:42:10 (29412): 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)