Task 3279738
| Name | ParityMachine-1605152120-26232-7_1 |
| Workunit | 1537594 |
| Created | 14 Dec 2020, 16:44:02 UTC |
| Sent | 14 Dec 2020, 17:17:59 UTC |
| Report deadline | 21 Dec 2020, 17:17:59 UTC |
| Received | 15 Dec 2020, 0:47:13 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5295 |
| Run time | 38 min 18 sec |
| CPU time | 32 min 16 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 5,115.44 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> : INFO : Epoch 514 | loss: 0.0311526 | val_loss: 0.0311691 | Time: 2116.78 ms [2020-12-15 01:28:10 main:574] : INFO : Epoch 515 | loss: 0.0311521 | val_loss: 0.031169 | Time: 2089.27 ms [2020-12-15 01:28:12 main:574] : INFO : Epoch 516 | loss: 0.0311521 | val_loss: 0.0311706 | Time: 2109.52 ms [2020-12-15 01:28:14 main:574] : INFO : Epoch 517 | loss: 0.0311528 | val_loss: 0.0311716 | Time: 2095.48 ms [2020-12-15 01:28:16 main:574] : INFO : Epoch 518 | loss: 0.0311516 | val_loss: 0.0311742 | Time: 2164.79 ms [2020-12-15 01:28:19 main:574] : INFO : Epoch 519 | loss: 0.0311535 | val_loss: 0.0311696 | Time: 2159.39 ms [2020-12-15 01:28:21 main:574] : INFO : Epoch 520 | loss: 0.0311517 | val_loss: 0.0311716 | Time: 2158.1 ms [2020-12-15 01:28:23 main:574] : INFO : Epoch 521 | loss: 0.0311505 | val_loss: 0.0311696 | Time: 2167.13 ms [2020-12-15 01:28:25 main:574] : INFO : Epoch 522 | loss: 0.0311533 | val_loss: 0.0311698 | Time: 2093.9 ms [2020-12-15 01:28:28 main:574] : INFO : Epoch 523 | loss: 0.0311515 | val_loss: 0.0311735 | Time: 2146.63 ms [2020-12-15 01:28:30 main:574] : INFO : Epoch 524 | loss: 0.0311515 | val_loss: 0.0311696 | Time: 2070.16 ms [2020-12-15 01:28:32 main:574] : INFO : Epoch 525 | loss: 0.0311504 | val_loss: 0.0311684 | Time: 2097.37 ms [2020-12-15 01:28:34 main:574] : INFO : Epoch 526 | loss: 0.0311518 | val_loss: 0.0311716 | Time: 2149.55 ms [2020-12-15 01:28:36 main:574] : INFO : Epoch 527 | loss: 0.0311582 | val_loss: 0.0311751 | Time: 2099.96 ms [2020-12-15 01:28:38 main:574] : INFO : Epoch 528 | loss: 0.0311555 | val_loss: 0.0311779 | Time: 2092.26 ms [2020-12-15 01:28:41 main:574] : INFO : Epoch 529 | loss: 0.0311526 | val_loss: 0.0311724 | Time: 2106.74 ms [2020-12-15 01:28:43 main:574] : INFO : Epoch 530 | loss: 0.0311533 | val_loss: 0.0311695 | Time: 2189.94 ms [2020-12-15 01:28:45 main:574] : INFO : Epoch 531 | loss: 0.0311589 | val_loss: 0.0311874 | Time: 2104.75 ms [2020-12-15 01:28:47 main:574] : INFO : Epoch 532 | loss: 0.03116 | val_loss: 0.0311718 | Time: 2069.63 ms [2020-12-15 01:28:49 main:574] : INFO : Epoch 533 | loss: 0.0311541 | val_loss: 0.0311723 | Time: 2106.46 ms [2020-12-15 01:28:52 main:574] : INFO : Epoch 534 | loss: 0.0311512 | val_loss: 0.0311759 | Time: 2107.82 ms [2020-12-15 01:28:54 main:574] : INFO : Epoch 535 | loss: 0.0311527 | val_loss: 0.0311717 | Time: 2150.29 ms [2020-12-15 01:28:56 main:574] : INFO : Epoch 536 | loss: 0.0311514 | val_loss: 0.0311713 | Time: 2135.56 ms [2020-12-15 01:28:58 main:574] : INFO : Epoch 537 | loss: 0.031154 | val_loss: 0.0311717 | Time: 2128.93 ms [2020-12-15 01:29:01 main:574] : INFO : Epoch 538 | loss: 0.0311526 | val_loss: 0.0311816 | Time: 2213.91 ms [2020-12-15 01:29:03 main:574] : INFO : Epoch 539 | loss: 0.0311549 | val_loss: 0.0311814 | Time: 2119.41 ms [2020-12-15 01:29:05 main:574] : INFO : Epoch 540 | loss: 0.0311568 | val_loss: 0.0311692 | Time: 2107.77 ms [2020-12-15 01:29:07 main:574] : INFO : Epoch 541 | loss: 0.0311566 | val_loss: 0.0311715 | Time: 2158.42 ms [2020-12-15 01:29:09 main:574] : INFO : Epoch 542 | loss: 0.0311526 | val_loss: 0.0311777 | Time: 2116.54 ms [2020-12-15 01:29:12 main:574] : INFO : Epoch 543 | loss: 0.0311514 | val_loss: 0.0311755 | Time: 2144.94 ms [2020-12-15 01:29:14 main:574] : INFO : Epoch 544 | loss: 0.0311521 | val_loss: 0.0311706 | Time: 2182.24 ms [2020-12-15 01:29:16 main:574] : INFO : Epoch 545 | loss: 0.0311501 | val_loss: 0.0311747 | Time: 2133.29 ms [2020-12-15 01:29:18 main:574] : INFO : Epoch 546 | loss: 0.0311513 | val_loss: 0.031173 | Time: 2115.24 ms [2020-12-15 01:29:21 main:574] : INFO : Epoch 547 | loss: 0.0311495 | val_loss: 0.0311729 | Time: 2126.66 ms [2020-12-15 01:29:23 main:574] : INFO : Epoch 548 | loss: 0.0311508 | val_loss: 0.0311756 | Time: 2159.61 ms [2020-12-15 01:29:25 main:574] : INFO : Epoch 549 | loss: 0.0311514 | val_loss: 0.0311714 | Time: 2111.31 ms [2020-12-15 01:29:27 main:574] : INFO : Epoch 550 | loss: 0.0311515 | val_loss: 0.031171 | Time: 2159.53 ms [2020-12-15 01:29:29 main:574] : INFO : Epoch 551 | loss: 0.0311506 | val_loss: 0.0311736 | Time: 2138.1 ms [2020-12-15 01:29:32 main:574] : INFO : Epoch 552 | loss: 0.0311525 | val_loss: 0.031171 | Time: 2094.52 ms [2020-12-15 01:29:34 main:574] : INFO : Epoch 553 | loss: 0.0311514 | val_loss: 0.031174 | Time: 2100.97 ms [2020-12-15 01:29:36 main:574] : INFO : Epoch 554 | loss: 0.0311507 | val_loss: 0.0311706 | Time: 2086.43 ms [2020-12-15 01:29:38 main:574] : INFO : Epoch 555 | loss: 0.0311537 | val_loss: 0.0311748 | Time: 2170.7 ms [2020-12-15 01:29:40 main:574] : INFO : Epoch 556 | loss: 0.0311518 | val_loss: 0.0311749 | Time: 2090.79 ms [2020-12-15 01:29:43 main:574] : INFO : Epoch 557 | loss: 0.0311523 | val_loss: 0.0311785 | Time: 2095.32 ms [2020-12-15 01:29:45 main:574] : INFO : Epoch 558 | loss: 0.0311519 | val_loss: 0.0311711 | Time: 2172.32 ms [2020-12-15 01:29:47 main:574] : INFO : Epoch 559 | loss: 0.0311483 | val_loss: 0.0311771 | Time: 2181.69 ms [2020-12-15 01:29:49 main:574] : INFO : Epoch 560 | loss: 0.0311522 | val_loss: 0.0311798 | Time: 2101.54 ms [2020-12-15 01:29:52 main:574] : INFO : Epoch 561 | loss: 0.031151 | val_loss: 0.0311711 | Time: 2122.67 ms [2020-12-15 01:29:54 main:574] : INFO : Epoch 562 | loss: 0.0311504 | val_loss: 0.0311712 | Time: 2107.72 ms [2020-12-15 01:29:56 main:574] : INFO : Epoch 563 | loss: 0.0311525 | val_loss: 0.0311719 | Time: 2120.46 ms [2020-12-15 01:29:58 main:574] : INFO : Epoch 564 | loss: 0.0311524 | val_loss: 0.0311734 | Time: 2145.25 ms [2020-12-15 01:30:00 main:574] : INFO : Epoch 565 | loss: 0.0311519 | val_loss: 0.0311763 | Time: 2183.26 ms [2020-12-15 01:30:03 main:574] : INFO : Epoch 566 | loss: 0.0311503 | val_loss: 0.0311723 | Time: 2128.09 ms [2020-12-15 01:30:05 main:574] : INFO : Epoch 567 | loss: 0.0311484 | val_loss: 0.0311746 | Time: 2116.55 ms [2020-12-15 01:30:07 main:574] : INFO : Epoch 568 | loss: 0.0311494 | val_loss: 0.0311755 | Time: 2178.68 ms [2020-12-15 01:30:09 main:574] : INFO : Epoch 569 | loss: 0.0311511 | val_loss: 0.0311728 | Time: 2144.73 ms [2020-12-15 01:30:11 main:574] : INFO : Epoch 570 | loss: 0.031149 | val_loss: 0.0311708 | Time: 2110.29 ms [2020-12-15 01:30:14 main:574] : INFO : Epoch 571 | loss: 0.0311484 | val_loss: 0.0311742 | Time: 2070.72 ms [2020-12-15 01:30:16 main:574] : INFO : Epoch 572 | loss: 0.0311523 | val_loss: 0.0311725 | Time: 2131.85 ms [2020-12-15 01:30:18 main:574] : INFO : Epoch 573 | loss: 0.0311511 | val_loss: 0.0311761 | Time: 2105.49 ms [2020-12-15 01:30:20 main:574] : INFO : Epoch 574 | loss: 0.031151 | val_loss: 0.0311735 | Time: 2100.85 ms [2020-12-15 01:30:23 main:574] : INFO : Epoch 575 | loss: 0.0311521 | val_loss: 0.0311757 | Time: 2119.57 ms [2020-12-15 01:30:25 main:574] : INFO : Epoch 576 | loss: 0.0311501 | val_loss: 0.0311814 | Time: 2092.58 ms [2020-12-15 01:30:27 main:574] : INFO : Epoch 577 | loss: 0.0311501 | val_loss: 0.0311724 | Time: 2158.41 ms [2020-12-15 01:30:29 main:574] : INFO : Epoch 578 | loss: 0.0311492 | val_loss: 0.0311746 | Time: 2134.4 ms [2020-12-15 01:30:31 main:574] : INFO : Epoch 579 | loss: 0.0311492 | val_loss: 0.0311732 | Time: 2122.84 ms [2020-12-15 01:30:34 main:574] : INFO : Epoch 580 | loss: 0.0311485 | val_loss: 0.0311774 | Time: 2104.81 ms [2020-12-15 01:30:36 main:574] : INFO : Epoch 581 | loss: 0.0311491 | val_loss: 0.0311716 | Time: 2109.55 ms [2020-12-15 01:30:38 main:574] : INFO : Epoch 582 | loss: 0.0311491 | val_loss: 0.0311793 | Time: 2146.33 ms [2020-12-15 01:30:40 main:574] : INFO : Epoch 583 | loss: 0.0311474 | val_loss: 0.0311761 | Time: 2087.15 ms [2020-12-15 01:30:42 main:574] : INFO : Epoch 584 | loss: 0.0311484 | val_loss: 0.0311713 | Time: 2112.53 ms [2020-12-15 01:30:45 main:574] : INFO : Epoch 585 | loss: 0.0311481 | val_loss: 0.0311734 | Time: 2145.41 ms [2020-12-15 01:30:47 main:574] : INFO : Epoch 586 | loss: 0.0311481 | val_loss: 0.031172 | Time: 2111.28 ms [2020-12-15 01:30:49 main:574] : INFO : Epoch 587 | loss: 0.0311515 | val_loss: 0.0311834 | Time: 2115.27 ms [2020-12-15 01:30:51 main:574] : INFO : Epoch 588 | loss: 0.0311522 | val_loss: 0.0311731 | Time: 2123.04 ms [2020-12-15 01:30:53 main:574] : INFO : Epoch 589 | loss: 0.0311519 | val_loss: 0.0311722 | Time: 2109.79 ms [2020-12-15 01:30:56 main:574] : INFO : Epoch 590 | loss: 0.0311514 | val_loss: 0.0311729 | Time: 2085.96 ms [2020-12-15 01:30:58 main:574] : INFO : Epoch 591 | loss: 0.0311527 | val_loss: 0.0311733 | Time: 2137.37 ms [2020-12-15 01:31:00 main:574] : INFO : Epoch 592 | loss: 0.031152 | val_loss: 0.0311712 | Time: 2147.31 ms [2020-12-15 01:31:02 main:574] : INFO : Epoch 593 | loss: 0.0311504 | val_loss: 0.031174 | Time: 2165.43 ms [2020-12-15 01:31:04 main:574] : INFO : Epoch 594 | loss: 0.0311485 | val_loss: 0.0311724 | Time: 2112.94 ms [2020-12-15 01:31:07 main:574] : INFO : Epoch 595 | loss: 0.03115 | val_loss: 0.0311736 | Time: 2120.48 ms [2020-12-15 01:31:09 main:574] : INFO : Epoch 596 | loss: 0.0311515 | val_loss: 0.0311717 | Time: 2086 ms [2020-12-15 01:31:11 main:574] : INFO : Epoch 597 | loss: 0.0311501 | val_loss: 0.0311771 | Time: 2105.52 ms [2020-12-15 01:31:13 main:574] : INFO : Epoch 598 | loss: 0.0311586 | val_loss: 0.0311721 | Time: 2143.53 ms [2020-12-15 01:31:15 main:574] : INFO : Epoch 599 | loss: 0.0311566 | val_loss: 0.0311706 | Time: 2156.77 ms [2020-12-15 01:31:18 main:574] : INFO : Epoch 600 | loss: 0.0311522 | val_loss: 0.0311727 | Time: 2154.08 ms [2020-12-15 01:31:20 main:574] : INFO : Epoch 601 | loss: 0.0311501 | val_loss: 0.0311707 | Time: 2158.56 ms [2020-12-15 01:31:22 main:574] : INFO : Epoch 602 | loss: 0.0311536 | val_loss: 0.0311765 | Time: 2120.23 ms [2020-12-15 01:31:24 main:574] : INFO : Epoch 603 | loss: 0.0311512 | val_loss: 0.0311732 | Time: 2103.68 ms [2020-12-15 01:31:27 main:574] : INFO : Epoch 604 | loss: 0.031151 | val_loss: 0.0311784 | Time: 2131.92 ms [2020-12-15 01:31:29 main:574] : INFO : Epoch 605 | loss: 0.0311493 | val_loss: 0.0311719 | Time: 2096.86 ms [2020-12-15 01:31:31 main:574] : INFO : Epoch 606 | loss: 0.0311507 | val_loss: 0.0311714 | Time: 2126.02 ms [2020-12-15 01:31:33 main:574] : INFO : Epoch 607 | loss: 0.0311541 | val_loss: 0.031173 | Time: 2115.94 ms [2020-12-15 01:31:35 main:574] : INFO : Epoch 608 | loss: 0.0311517 | val_loss: 0.031172 | Time: 2162.63 ms [2020-12-15 01:31:38 main:574] : INFO : Epoch 609 | loss: 0.0311497 | val_loss: 0.0311732 | Time: 2129.18 ms [2020-12-15 01:31:40 main:574] : INFO : Epoch 610 | loss: 0.0311518 | val_loss: 0.0311711 | Time: 2125.14 ms [2020-12-15 01:31:42 main:574] : INFO : Epoch 611 | loss: 0.0311491 | val_loss: 0.0311766 | Time: 2155.26 ms [2020-12-15 01:31:44 main:574] : INFO : Epoch 612 | loss: 0.0311517 | val_loss: 0.0311713 | Time: 2093.91 ms [2020-12-15 01:31:46 main:574] : INFO : Epoch 613 | loss: 0.0311515 | val_loss: 0.0311748 | Time: 2147.22 ms [2020-12-15 01:31:49 main:574] : INFO : Epoch 614 | loss: 0.031155 | val_loss: 0.0311739 | Time: 2118.67 ms [2020-12-15 01:31:51 main:574] : INFO : Epoch 615 | loss: 0.0311508 | val_loss: 0.0311698 | Time: 2153.41 ms [2020-12-15 01:31:53 main:574] : INFO : Epoch 616 | loss: 0.0311501 | val_loss: 0.0311735 | Time: 2114.3 ms [2020-12-15 01:31:55 main:574] : INFO : Epoch 617 | loss: 0.0311525 | val_loss: 0.0311748 | Time: 2138.67 ms [2020-12-15 01:31:58 main:574] : INFO : Epoch 618 | loss: 0.0311519 | val_loss: 0.0311731 | Time: 2117.77 ms [2020-12-15 01:32:00 main:574] : INFO : Epoch 619 | loss: 0.0311485 | val_loss: 0.0311744 | Time: 2110.69 ms [2020-12-15 01:32:02 main:574] : INFO : Epoch 620 | loss: 0.0311485 | val_loss: 0.0311749 | Time: 2099.25 ms [2020-12-15 01:32:04 main:574] : INFO : Epoch 621 | loss: 0.0311491 | val_loss: 0.0311776 | Time: 2091.96 ms [2020-12-15 01:32:06 main:574] : INFO : Epoch 622 | loss: 0.0311493 | val_loss: 0.0311733 | Time: 2142.35 ms [2020-12-15 01:32:09 main:574] : INFO : Epoch 623 | loss: 0.0311555 | val_loss: 0.0311756 | Time: 2126.34 ms [2020-12-15 01:32:11 main:574] : INFO : Epoch 624 | loss: 0.031153 | val_loss: 0.03117 | Time: 2136.2 ms [2020-12-15 01:32:13 main:574] : INFO : Epoch 625 | loss: 0.0311497 | val_loss: 0.0311726 | Time: 2146.02 ms [2020-12-15 01:32:15 main:574] : INFO : Epoch 626 | loss: 0.0311495 | val_loss: 0.0311776 | Time: 2105.48 ms [2020-12-15 01:32:17 main:574] : INFO : Epoch 627 | loss: 0.0311523 | val_loss: 0.0311813 | Time: 2155.91 ms [2020-12-15 01:32:20 main:574] : INFO : Epoch 628 | loss: 0.0311496 | val_loss: 0.0311725 | Time: 2122.43 ms [2020-12-15 01:32:22 main:574] : INFO : Epoch 629 | loss: 0.0311528 | val_loss: 0.0311723 | Time: 2149.77 ms [2020-12-15 01:32:24 main:574] : INFO : Epoch 630 | loss: 0.031147 | val_loss: 0.031173 | Time: 2117.31 ms [2020-12-15 01:32:26 main:574] : INFO : Epoch 631 | loss: 0.0311481 | val_loss: 0.0311739 | Time: 2129.18 ms [2020-12-15 01:32:28 main:574] : INFO : Epoch 632 | loss: 0.0311469 | val_loss: 0.0311735 | Time: 2091.98 ms [2020-12-15 01:32:31 main:574] : INFO : Epoch 633 | loss: 0.0311452 | val_loss: 0.0311765 | Time: 2083.05 ms [2020-12-15 01:32:33 main:574] : INFO : Epoch 634 | loss: 0.0311485 | val_loss: 0.031174 | Time: 2154.63 ms [2020-12-15 01:32:35 main:574] : INFO : Epoch 635 | loss: 0.0311485 | val_loss: 0.0311711 | Time: 2123.45 ms [2020-12-15 01:32:37 main:574] : INFO : Epoch 636 | loss: 0.0311465 | val_loss: 0.031176 | Time: 2073.86 ms [2020-12-15 01:32:40 main:574] : INFO : Epoch 637 | loss: 0.0311469 | val_loss: 0.0311731 | Time: 2148.73 ms [2020-12-15 01:32:42 main:574] : INFO : Epoch 638 | loss: 0.0311461 | val_loss: 0.0311705 | Time: 2124.3 ms [2020-12-15 01:32:44 main:574] : INFO : Epoch 639 | loss: 0.0311465 | val_loss: 0.0311769 | Time: 2135 ms [2020-12-15 01:32:46 main:574] : INFO : Epoch 640 | loss: 0.0311475 | val_loss: 0.0311716 | Time: 2076.4 ms [2020-12-15 01:32:48 main:574] : INFO : Epoch 641 | loss: 0.0311479 | val_loss: 0.031171 | Time: 2147.23 ms [2020-12-15 01:32:51 main:574] : INFO : Epoch 642 | loss: 0.0311481 | val_loss: 0.031173 | Time: 2206.39 ms [2020-12-15 01:32:53 main:574] : INFO : Epoch 643 | loss: 0.0311485 | val_loss: 0.031174 | Time: 2103.42 ms [2020-12-15 01:32:55 main:574] : INFO : Epoch 644 | loss: 0.0311455 | val_loss: 0.0311725 | Time: 2152.02 ms [2020-12-15 01:32:57 main:574] : INFO : Epoch 645 | loss: 0.0311462 | val_loss: 0.0311696 | Time: 2102.16 ms [2020-12-15 01:33:00 main:574] : INFO : Epoch 646 | loss: 0.0311465 | val_loss: 0.03117 | Time: 2177.04 ms [2020-12-15 01:33:02 main:574] : INFO : Epoch 647 | loss: 0.0311491 | val_loss: 0.0311722 | Time: 2137.75 ms [2020-12-15 01:33:04 main:574] : INFO : Epoch 648 | loss: 0.03115 | val_loss: 0.0311722 | Time: 2193.92 ms [2020-12-15 01:33:06 main:574] : INFO : Epoch 649 | loss: 0.0311474 | val_loss: 0.031169 | Time: 2114.85 ms [2020-12-15 01:33:09 main:574] : INFO : Epoch 650 | loss: 0.0311467 | val_loss: 0.0311757 | Time: 2177.07 ms [2020-12-15 01:33:11 main:574] : INFO : Epoch 651 | loss: 0.0311495 | val_loss: 0.0311703 | Time: 2079.1 ms [2020-12-15 01:33:13 main:574] : INFO : Epoch 652 | loss: 0.0311488 | val_loss: 0.0311735 | Time: 2149.48 ms [2020-12-15 01:33:15 main:574] : INFO : Epoch 653 | loss: 0.0311488 | val_loss: 0.031173 | Time: 2122.64 ms [2020-12-15 01:33:17 main:574] : INFO : Epoch 654 | loss: 0.0311472 | val_loss: 0.0311742 | Time: 2106 ms [2020-12-15 01:33:20 main:574] : INFO : Epoch 655 | loss: 0.0311467 | val_loss: 0.0311751 | Time: 2086.15 ms [2020-12-15 01:33:22 main:574] : INFO : Epoch 656 | loss: 0.031146 | val_loss: 0.0311756 | Time: 2099.19 ms [2020-12-15 01:33:24 main:574] : INFO : Epoch 657 | loss: 0.0311449 | val_loss: 0.031185 | Time: 2127.46 ms [2020-12-15 01:33:26 main:574] : INFO : Epoch 658 | loss: 0.031148 | val_loss: 0.0311698 | Time: 2179.23 ms [2020-12-15 01:33:28 main:574] : INFO : Epoch 659 | loss: 0.0311461 | val_loss: 0.0311704 | Time: 2142.85 ms [2020-12-15 01:33:31 main:574] : INFO : Epoch 660 | loss: 0.0311457 | val_loss: 0.0311765 | Time: 2121.41 ms [2020-12-15 01:33:33 main:574] : INFO : Epoch 661 | loss: 0.0311477 | val_loss: 0.0311716 | Time: 2067.02 ms [2020-12-15 01:33:35 main:574] : INFO : Epoch 662 | loss: 0.0311481 | val_loss: 0.0311723 | Time: 2095.4 ms [2020-12-15 01:33:37 main:574] : INFO : Epoch 663 | loss: 0.0311487 | val_loss: 0.0311705 | Time: 2157.25 ms [2020-12-15 01:33:40 main:574] : INFO : Epoch 664 | loss: 0.0311467 | val_loss: 0.0311733 | Time: 2164.82 ms [2020-12-15 01:33:42 main:574] : INFO : Epoch 665 | loss: 0.0311454 | val_loss: 0.0311699 | Time: 2125.69 ms [2020-12-15 01:33:44 main:574] : INFO : Epoch 666 | loss: 0.0311496 | val_loss: 0.0311729 | Time: 2057.54 ms [2020-12-15 01:33:46 main:574] : INFO : Epoch 667 | loss: 0.0311472 | val_loss: 0.0311797 | Time: 2124.85 ms [2020-12-15 01:33:48 main:574] : INFO : Epoch 668 | loss: 0.031146 | val_loss: 0.0311722 | Time: 2104.41 ms [2020-12-15 01:33:50 main:574] : INFO : Epoch 669 | loss: 0.0311457 | val_loss: 0.0311754 | Time: 2087.86 ms [2020-12-15 01:33:53 main:574] : INFO : Epoch 670 | loss: 0.0311455 | val_loss: 0.0311768 | Time: 2166.71 ms [2020-12-15 01:33:55 main:574] : INFO : Epoch 671 | loss: 0.0311462 | val_loss: 0.0311782 | Time: 2258.66 ms [2020-12-15 01:33:57 main:574] : INFO : Epoch 672 | loss: 0.0311464 | val_loss: 0.0311726 | Time: 2177.9 ms [2020-12-15 01:34:00 main:574] : INFO : Epoch 673 | loss: 0.031145 | val_loss: 0.0311731 | Time: 2129.67 ms [2020-12-15 01:34:02 main:574] : INFO : Epoch 674 | loss: 0.0311481 | val_loss: 0.0311737 | Time: 2223.37 ms [2020-12-15 01:34:04 main:574] : INFO : Epoch 675 | loss: 0.0311459 | val_loss: 0.0311796 | Time: 2078.03 ms [2020-12-15 01:34:06 main:574] : INFO : Epoch 676 | loss: 0.0311469 | val_loss: 0.031173 | Time: 2175 ms [2020-12-15 01:34:08 main:574] : INFO : Epoch 677 | loss: 0.031145 | val_loss: 0.031177 | Time: 2143.15 ms [2020-12-15 01:34:11 main:574] : INFO : Epoch 678 | loss: 0.0311451 | val_loss: 0.0311729 | Time: 2115.63 ms [2020-12-15 01:34:13 main:574] : INFO : Epoch 679 | loss: 0.0311511 | val_loss: 0.031175 | Time: 2172.27 ms [2020-12-15 01:34:15 main:574] : INFO : Epoch 680 | loss: 0.0311524 | val_loss: 0.0311731 | Time: 2185.07 ms [2020-12-15 01:34:17 main:574] : INFO : Epoch 681 | loss: 0.0311509 | val_loss: 0.0311754 | Time: 2131.36 ms [2020-12-15 01:34:20 main:574] : INFO : Epoch 682 | loss: 0.0311692 | val_loss: 0.0311762 | Time: 2143.18 ms [2020-12-15 01:34:22 main:574] : INFO : Epoch 683 | loss: 0.0311711 | val_loss: 0.0311736 | Time: 2133.36 ms [2020-12-15 01:34:24 main:574] : INFO : Epoch 684 | loss: 0.0311678 | val_loss: 0.03117 | Time: 2176.74 ms [2020-12-15 01:34:26 main:574] : INFO : Epoch 685 | loss: 0.0311682 | val_loss: 0.0311701 | Time: 2107.21 ms [2020-12-15 01:34:28 main:574] : INFO : Epoch 686 | loss: 0.0311677 | val_loss: 0.0311722 | Time: 2127.25 ms [2020-12-15 01:34:31 main:574] : INFO : Epoch 687 | loss: 0.0311655 | val_loss: 0.0311731 | Time: 2093.09 ms [2020-12-15 01:34:33 main:574] : INFO : Epoch 688 | loss: 0.0311669 | val_loss: 0.0311698 | Time: 2146.22 ms [2020-12-15 01:34:35 main:574] : INFO : Epoch 689 | loss: 0.0311642 | val_loss: 0.0311699 | Time: 2167.24 ms [2020-12-15 01:34:37 main:574] : INFO : Epoch 690 | loss: 0.0311647 | val_loss: 0.0311699 | Time: 2131.57 ms [2020-12-15 01:34:40 main:574] : INFO : Epoch 691 | loss: 0.0311635 | val_loss: 0.0311697 | Time: 2090.45 ms [2020-12-15 01:34:42 main:574] : INFO : Epoch 692 | loss: 0.0311617 | val_loss: 0.0311701 | Time: 2116.26 ms [2020-12-15 01:34:44 main:574] : INFO : Epoch 693 | loss: 0.0311615 | val_loss: 0.031169 | Time: 2114.98 ms [2020-12-15 01:34:46 main:574] : INFO : Epoch 694 | loss: 0.0311608 | val_loss: 0.0311673 | Time: 2181.36 ms [2020-12-15 01:34:49 main:574] : INFO : Epoch 695 | loss: 0.0311601 | val_loss: 0.0311675 | Time: 2134.27 ms [2020-12-15 01:34:51 main:574] : INFO : Epoch 696 | loss: 0.0311603 | val_loss: 0.0311668 | Time: 2131.58 ms [2020-12-15 01:34:53 main:574] : INFO : Epoch 697 | loss: 0.0311612 | val_loss: 0.0311691 | Time: 2142.2 ms [2020-12-15 01:34:55 main:574] : INFO : Epoch 698 | loss: 0.0311616 | val_loss: 0.0311693 | Time: 2176.02 ms [2020-12-15 01:34:58 main:574] : INFO : Epoch 699 | loss: 0.0311602 | val_loss: 0.0311687 | Time: 2151.69 ms [2020-12-15 01:35:00 main:574] : INFO : Epoch 700 | loss: 0.0311597 | val_loss: 0.0311671 | Time: 2170.76 ms [2020-12-15 01:35:02 main:574] : INFO : Epoch 701 | loss: 0.0311587 | val_loss: 0.0311669 | Time: 2111.11 ms [2020-12-15 01:35:04 main:574] : INFO : Epoch 702 | loss: 0.0311587 | val_loss: 0.0311756 | Time: 2201.83 ms [2020-12-15 01:35:07 main:574] : INFO : Epoch 703 | loss: 0.0311598 | val_loss: 0.0311713 | Time: 2109.52 ms [2020-12-15 01:35:09 main:574] : INFO : Epoch 704 | loss: 0.0311613 | val_loss: 0.0311694 | Time: 2104.21 ms [2020-12-15 01:35:11 main:574] : INFO : Epoch 705 | loss: 0.0311591 | val_loss: 0.0311714 | Time: 2228.66 ms [2020-12-15 01:35:13 main:574] : INFO : Epoch 706 | loss: 0.0311595 | val_loss: 0.0311717 | Time: 2138.3 ms [2020-12-15 01:35:15 main:574] : INFO : Epoch 707 | loss: 0.0311593 | val_loss: 0.0311677 | Time: 2129.89 ms [2020-12-15 01:35:18 main:574] : INFO : Epoch 708 | loss: 0.0311577 | val_loss: 0.0311692 | Time: 2112.75 ms [2020-12-15 01:35:20 main:574] : INFO : Epoch 709 | loss: 0.0311568 | val_loss: 0.0311681 | Time: 2110.11 ms [2020-12-15 01:35:22 main:574] : INFO : Epoch 710 | loss: 0.0311599 | val_loss: 0.0311688 | Time: 2128.32 ms [2020-12-15 01:35:24 main:574] : INFO : Epoch 711 | loss: 0.0311572 | val_loss: 0.0311707 | Time: 2069.69 ms [2020-12-15 01:35:26 main:574] : INFO : Epoch 712 | loss: 0.031158 | val_loss: 0.0311721 | Time: 2106.08 ms [2020-12-15 01:35:29 main:574] : INFO : Epoch 713 | loss: 0.031157 | val_loss: 0.0311653 | Time: 2128.2 ms [2020-12-15 01:35:31 main:574] : INFO : Epoch 714 | loss: 0.0311567 | val_loss: 0.0311681 | Time: 2137.46 ms [2020-12-15 01:35:33 main:574] : INFO : Epoch 715 | loss: 0.0311575 | val_loss: 0.031171 | Time: 2111.49 ms [2020-12-15 01:35:35 main:574] : INFO : Epoch 716 | loss: 0.0311576 | val_loss: 0.0311682 | Time: 2121.07 ms [2020-12-15 01:35:37 main:574] : INFO : Epoch 717 | loss: 0.0311579 | val_loss: 0.0311748 | Time: 2117.65 ms [2020-12-15 01:35:40 main:574] : INFO : Epoch 718 | loss: 0.0311609 | val_loss: 0.0311677 | Time: 2124.39 ms [2020-12-15 01:35:42 main:574] : INFO : Epoch 719 | loss: 0.0311617 | val_loss: 0.0311678 | Time: 2184.32 ms [2020-12-15 01:35:44 main:574] : INFO : Epoch 720 | loss: 0.0311587 | val_loss: 0.0311666 | Time: 2121.13 ms [2020-12-15 01:35:47 main:574] : INFO : Epoch 721 | loss: 0.0311592 | val_loss: 0.0311687 | Time: 2119.01 ms [2020-12-15 01:35:49 main:574] : INFO : Epoch 722 | loss: 0.0311606 | val_loss: 0.0311674 | Time: 2149.68 ms [2020-12-15 01:35:51 main:574] : INFO : Epoch 723 | loss: 0.0311584 | val_loss: 0.0311666 | Time: 2140.63 ms [2020-12-15 01:35:53 main:574] : INFO : Epoch 724 | loss: 0.0311589 | val_loss: 0.0311699 | Time: 2130.14 ms [2020-12-15 01:35:55 main:574] : INFO : Epoch 725 | loss: 0.0311611 | val_loss: 0.031168 | Time: 2116.01 ms [2020-12-15 01:35:58 main:574] : INFO : Epoch 726 | loss: 0.03116 | val_loss: 0.0311662 | Time: 2162.86 ms [2020-12-15 01:36:00 main:574] : INFO : Epoch 727 | loss: 0.0311616 | val_loss: 0.0311679 | Time: 2088.35 ms [2020-12-15 01:36:02 main:574] : INFO : Epoch 728 | loss: 0.0311592 | val_loss: 0.0311662 | Time: 2157.56 ms [2020-12-15 01:36:04 main:574] : INFO : Epoch 729 | loss: 0.0311579 | val_loss: 0.0311653 | Time: 2145 ms [2020-12-15 01:36:06 main:574] : INFO : Epoch 730 | loss: 0.0311588 | val_loss: 0.0311698 | Time: 2129.17 ms [2020-12-15 01:36:09 main:574] : INFO : Epoch 731 | loss: 0.0311618 | val_loss: 0.0311655 | Time: 2140.81 ms [2020-12-15 01:36:11 main:574] : INFO : Epoch 732 | loss: 0.0311605 | val_loss: 0.0311671 | Time: 2108.06 ms [2020-12-15 01:36:13 main:574] : INFO : Epoch 733 | loss: 0.0311605 | val_loss: 0.0311825 | Time: 2173.92 ms [2020-12-15 01:36:15 main:574] : INFO : Epoch 734 | loss: 0.0311606 | val_loss: 0.0311664 | Time: 2148.85 ms [2020-12-15 01:36:18 main:574] : INFO : Epoch 735 | loss: 0.0311569 | val_loss: 0.0311663 | Time: 2159.24 ms [2020-12-15 01:36:20 main:574] : INFO : Epoch 736 | loss: 0.0311579 | val_loss: 0.031173 | Time: 2239.61 ms [2020-12-15 01:36:22 main:574] : INFO : Epoch 737 | loss: 0.031158 | val_loss: 0.0311644 | Time: 2118.8 ms [2020-12-15 01:36:24 main:574] : INFO : Epoch 738 | loss: 0.0311564 | val_loss: 0.0311676 | Time: 1981.54 ms [2020-12-15 01:36:26 main:574] : INFO : Epoch 739 | loss: 0.0311555 | val_loss: 0.0311649 | Time: 2177.92 ms [2020-12-15 01:36:29 main:574] : INFO : Epoch 740 | loss: 0.0311566 | val_loss: 0.0311645 | Time: 2143 ms [2020-12-15 01:36:31 main:574] : INFO : Epoch 741 | loss: 0.0311574 | val_loss: 0.0311686 | Time: 2284.18 ms [2020-12-15 01:36:33 main:574] : INFO : Epoch 742 | loss: 0.0311576 | val_loss: 0.0311652 | Time: 2150.82 ms [2020-12-15 01:36:36 main:574] : INFO : Epoch 743 | loss: 0.0311546 | val_loss: 0.0311647 | Time: 2137.86 ms [2020-12-15 01:36:38 main:574] : INFO : Epoch 744 | loss: 0.031155 | val_loss: 0.0311656 | Time: 2156.24 ms [2020-12-15 01:36:40 main:574] : INFO : Epoch 745 | loss: 0.0311555 | val_loss: 0.0311671 | Time: 2167.25 ms [2020-12-15 01:36:43 main:574] : INFO : Epoch 746 | loss: 0.0311584 | val_loss: 0.0311652 | Time: 2132.54 ms [2020-12-15 01:36:45 main:574] : INFO : Epoch 747 | loss: 0.0311556 | val_loss: 0.0311671 | Time: 2145.85 ms [2020-12-15 01:36:47 main:574] : INFO : Epoch 748 | loss: 0.0311562 | val_loss: 0.031168 | Time: 2138.83 ms [2020-12-15 01:36:49 main:574] : INFO : Epoch 749 | loss: 0.031157 | val_loss: 0.0311671 | Time: 2161.29 ms [2020-12-15 01:36:51 main:574] : INFO : Epoch 750 | loss: 0.0311573 | val_loss: 0.0311661 | Time: 2133.35 ms [2020-12-15 01:36:54 main:574] : INFO : Epoch 751 | loss: 0.0311548 | val_loss: 0.0311652 | Time: 2163.96 ms [2020-12-15 01:36:56 main:574] : INFO : Epoch 752 | loss: 0.0311546 | val_loss: 0.0311653 | Time: 2162.65 ms [2020-12-15 01:36:58 main:574] : INFO : Epoch 753 | loss: 0.0311544 | val_loss: 0.0311652 | Time: 2133.11 ms [2020-12-15 01:37:00 main:574] : INFO : Epoch 754 | loss: 0.0311559 | val_loss: 0.0311708 | Time: 2100.51 ms [2020-12-15 01:37:02 main:574] : INFO : Epoch 755 | loss: 0.0311551 | val_loss: 0.0311654 | Time: 2137.66 ms [2020-12-15 01:37:05 main:574] : INFO : Epoch 756 | loss: 0.0311538 | val_loss: 0.0311667 | Time: 2160.58 ms [2020-12-15 01:37:07 main:574] : INFO : Epoch 757 | loss: 0.0311536 | val_loss: 0.0311641 | Time: 2133.76 ms [2020-12-15 01:37:09 main:574] : INFO : Epoch 758 | loss: 0.0311549 | val_loss: 0.0311653 | Time: 2157.03 ms [2020-12-15 01:37:11 main:574] : INFO : Epoch 759 | loss: 0.0311534 | val_loss: 0.0311644 | Time: 2152.27 ms [2020-12-15 01:37:14 main:574] : INFO : Epoch 760 | loss: 0.0311529 | val_loss: 0.0311675 | Time: 2127.53 ms [2020-12-15 01:37:16 main:574] : INFO : Epoch 761 | loss: 0.0311537 | val_loss: 0.031166 | Time: 2096.77 ms [2020-12-15 01:37:18 main:574] : INFO : Epoch 762 | loss: 0.0311548 | val_loss: 0.031166 | Time: 2137.63 ms [2020-12-15 01:37:20 main:574] : INFO : Epoch 763 | loss: 0.0311567 | val_loss: 0.0311667 | Time: 2149.28 ms [2020-12-15 01:37:22 main:574] : INFO : Epoch 764 | loss: 0.0311541 | val_loss: 0.031166 | Time: 2063.98 ms [2020-12-15 01:37:25 main:574] : INFO : Epoch 765 | loss: 0.0311532 | val_loss: 0.0311701 | Time: 2085.06 ms [2020-12-15 01:37:27 main:574] : INFO : Epoch 766 | loss: 0.0311527 | val_loss: 0.0311652 | Time: 2132.56 ms [2020-12-15 01:37:29 main:574] : INFO : Epoch 767 | loss: 0.0311526 | val_loss: 0.0311677 | Time: 2147.21 ms [2020-12-15 01:37:31 main:574] : INFO : Epoch 768 | loss: 0.0311554 | val_loss: 0.0311682 | Time: 2088.94 ms [2020-12-15 01:37:33 main:574] : INFO : Epoch 769 | loss: 0.0311551 | val_loss: 0.0311667 | Time: 2142.1 ms [2020-12-15 01:37:36 main:574] : INFO : Epoch 770 | loss: 0.0311532 | val_loss: 0.0311659 | Time: 2180.73 ms [2020-12-15 01:37:38 main:574] : INFO : Epoch 771 | loss: 0.0311553 | val_loss: 0.0311633 | Time: 2114.07 ms [2020-12-15 01:37:40 main:574] : INFO : Epoch 772 | loss: 0.0311543 | val_loss: 0.0311649 | Time: 2171.19 ms [2020-12-15 01:37:42 main:574] : INFO : Epoch 773 | loss: 0.0311539 | val_loss: 0.031164 | Time: 2141.72 ms [2020-12-15 01:37:45 main:574] : INFO : Epoch 774 | loss: 0.0311535 | val_loss: 0.0311637 | Time: 2166.76 ms [2020-12-15 01:37:47 main:574] : INFO : Epoch 775 | loss: 0.031153 | val_loss: 0.0311671 | Time: 2085.19 ms [2020-12-15 01:37:49 main:574] : INFO : Epoch 776 | loss: 0.0311526 | val_loss: 0.0311645 | Time: 2156.43 ms [2020-12-15 01:37:51 main:574] : INFO : Epoch 777 | loss: 0.0311533 | val_loss: 0.0311668 | Time: 2126.92 ms [2020-12-15 01:37:53 main:574] : INFO : Epoch 778 | loss: 0.0311537 | val_loss: 0.0311659 | Time: 2090.66 ms [2020-12-15 01:37:55 main:574] : INFO : Epoch 779 | loss: 0.0311541 | val_loss: 0.0311673 | Time: 2096.83 ms [2020-12-15 01:37:58 main:574] : INFO : Epoch 780 | loss: 0.0311543 | val_loss: 0.0311701 | Time: 2127.07 ms [2020-12-15 01:38:00 main:574] : INFO : Epoch 781 | loss: 0.0311548 | val_loss: 0.0311665 | Time: 2123.75 ms [2020-12-15 01:38:02 main:574] : INFO : Epoch 782 | loss: 0.031156 | val_loss: 0.0311672 | Time: 2099.97 ms [2020-12-15 01:38:04 main:574] : INFO : Epoch 783 | loss: 0.0311522 | val_loss: 0.0311638 | Time: 2184.62 ms [2020-12-15 01:38:07 main:574] : INFO : Epoch 784 | loss: 0.0311528 | val_loss: 0.0311656 | Time: 2138.31 ms [2020-12-15 01:38:09 main:574] : INFO : Epoch 785 | loss: 0.0311524 | val_loss: 0.0311716 | Time: 2101.97 ms [2020-12-15 01:38:11 main:574] : INFO : Epoch 786 | loss: 0.0311544 | val_loss: 0.0311658 | Time: 2187.56 ms [2020-12-15 01:38:13 main:574] : INFO : Epoch 787 | loss: 0.0311529 | val_loss: 0.0311667 | Time: 2159.83 ms [2020-12-15 01:38:16 main:574] : INFO : Epoch 788 | loss: 0.0311517 | val_loss: 0.0311646 | Time: 2203.21 ms [2020-12-15 01:38:18 main:574] : INFO : Epoch 789 | loss: 0.0311536 | val_loss: 0.0311655 | Time: 2302.24 ms [2020-12-15 01:38:20 main:574] : INFO : Epoch 790 | loss: 0.0311546 | val_loss: 0.0311662 | Time: 2045.47 ms [2020-12-15 01:38:22 main:574] : INFO : Epoch 791 | loss: 0.0311514 | val_loss: 0.0311658 | Time: 2117.08 ms [2020-12-15 01:38:25 main:574] : INFO : Epoch 792 | loss: 0.0311531 | val_loss: 0.0311626 | Time: 2127.58 ms [2020-12-15 01:38:27 main:574] : INFO : Epoch 793 | loss: 0.0311519 | val_loss: 0.0311646 | Time: 2045.64 ms [2020-12-15 01:38:29 main:574] : INFO : Epoch 794 | loss: 0.0311518 | val_loss: 0.0311653 | Time: 2119.08 ms [2020-12-15 01:38:31 main:574] : INFO : Epoch 795 | loss: 0.0311522 | val_loss: 0.0311666 | Time: 2109.95 ms [2020-12-15 01:38:33 main:574] : INFO : Epoch 796 | loss: 0.0311529 | val_loss: 0.0311657 | Time: 2143.5 ms [2020-12-15 01:38:35 main:574] : INFO : Epoch 797 | loss: 0.0311531 | val_loss: 0.031166 | Time: 2147.99 ms [2020-12-15 01:38:38 main:574] : INFO : Epoch 798 | loss: 0.0311535 | val_loss: 0.0311796 | Time: 2097.75 ms [2020-12-15 01:38:40 main:574] : INFO : Epoch 799 | loss: 0.0311574 | val_loss: 0.031165 | Time: 2159.46 ms [2020-12-15 01:38:42 main:574] : INFO : Epoch 800 | loss: 0.0311541 | val_loss: 0.0311638 | Time: 2152.83 ms [2020-12-15 01:38:44 main:574] : INFO : Epoch 801 | loss: 0.0311505 | val_loss: 0.0311656 | Time: 2066.34 ms [2020-12-15 01:38:47 main:574] : INFO : Epoch 802 | loss: 0.0311508 | val_loss: 0.0311632 | Time: 2113.47 ms [2020-12-15 01:38:49 main:574] : INFO : Epoch 803 | loss: 0.0311506 | val_loss: 0.0311634 | Time: 2138.71 ms [2020-12-15 01:38:51 main:574] : INFO : Epoch 804 | loss: 0.0311516 | val_loss: 0.0311656 | Time: 2115.71 ms [2020-12-15 01:38:53 main:574] : INFO : Epoch 805 | loss: 0.0311496 | val_loss: 0.0311654 | Time: 2173.41 ms [2020-12-15 01:38:55 main:574] : INFO : Epoch 806 | loss: 0.0311496 | val_loss: 0.0311651 | Time: 2136.33 ms [2020-12-15 01:38:58 main:574] : INFO : Epoch 807 | loss: 0.0311497 | val_loss: 0.031168 | Time: 2140.31 ms [2020-12-15 01:39:00 main:574] : INFO : Epoch 808 | loss: 0.0311508 | val_loss: 0.0311658 | Time: 2105.8 ms [2020-12-15 01:39:02 main:574] : INFO : Epoch 809 | loss: 0.0311508 | val_loss: 0.0311647 | Time: 2125.34 ms [2020-12-15 01:39:04 main:574] : INFO : Epoch 810 | loss: 0.0311495 | val_loss: 0.0311641 | Time: 2086.18 ms [2020-12-15 01:39:06 main:574] : INFO : Epoch 811 | loss: 0.0311505 | val_loss: 0.0311628 | Time: 2155.66 ms [2020-12-15 01:39:09 main:574] : INFO : Epoch 812 | loss: 0.0311497 | val_loss: 0.0311654 | Time: 2138.63 ms [2020-12-15 01:39:11 main:574] : INFO : Epoch 813 | loss: 0.0311511 | val_loss: 0.031165 | Time: 2132.94 ms [2020-12-15 01:39:13 main:574] : INFO : Epoch 814 | loss: 0.0311498 | val_loss: 0.0311642 | Time: 2274.72 ms [2020-12-15 01:39:15 main:574] : INFO : Epoch 815 | loss: 0.0311487 | val_loss: 0.0311647 | Time: 2142.89 ms [2020-12-15 01:39:18 main:574] : INFO : Epoch 816 | loss: 0.0311499 | val_loss: 0.0311627 | Time: 2166.71 ms [2020-12-15 01:39:20 main:574] : INFO : Epoch 817 | loss: 0.031151 | val_loss: 0.0311649 | Time: 2131.16 ms [2020-12-15 01:39:22 main:574] : INFO : Epoch 818 | loss: 0.0311526 | val_loss: 0.0311706 | Time: 2140.82 ms [2020-12-15 01:39:25 main:574] : INFO : Epoch 819 | loss: 0.0311524 | val_loss: 0.0311647 | Time: 2163.64 ms [2020-12-15 01:39:27 main:574] : INFO : Epoch 820 | loss: 0.03115 | val_loss: 0.0311702 | Time: 2150.86 ms [2020-12-15 01:39:29 main:574] : INFO : Epoch 821 | loss: 0.0311509 | val_loss: 0.0311654 | Time: 2152.32 ms [2020-12-15 01:39:31 main:574] : INFO : Epoch 822 | loss: 0.0311503 | val_loss: 0.0311675 | Time: 2173.88 ms [2020-12-15 01:39:33 main:574] : INFO : Epoch 823 | loss: 0.03115 | val_loss: 0.0311645 | Time: 2139.29 ms [2020-12-15 01:39:36 main:574] : INFO : Epoch 824 | loss: 0.0311503 | val_loss: 0.0311648 | Time: 2130.26 ms [2020-12-15 01:39:38 main:574] : INFO : Epoch 825 | loss: 0.0311504 | val_loss: 0.0311656 | Time: 2168.95 ms [2020-12-15 01:39:40 main:574] : INFO : Epoch 826 | loss: 0.0311532 | val_loss: 0.0311647 | Time: 2155.76 ms [2020-12-15 01:39:42 main:574] : INFO : Epoch 827 | loss: 0.0311528 | val_loss: 0.0311665 | Time: 2082.53 ms [2020-12-15 01:39:45 main:574] : INFO : Epoch 828 | loss: 0.0311516 | val_loss: 0.0311638 | Time: 2141.23 ms [2020-12-15 01:39:47 main:574] : INFO : Epoch 829 | loss: 0.0311552 | val_loss: 0.0311654 | Time: 2102.78 ms [2020-12-15 01:39:49 main:574] : INFO : Epoch 830 | loss: 0.0311522 | val_loss: 0.0311653 | Time: 2107.77 ms [2020-12-15 01:39:51 main:574] : INFO : Epoch 831 | loss: 0.0311504 | val_loss: 0.0311653 | Time: 2109.47 ms [2020-12-15 01:39:53 main:574] : INFO : Epoch 832 | loss: 0.0311513 | val_loss: 0.0311663 | Time: 2043.46 ms [2020-12-15 01:39:55 main:574] : INFO : Epoch 833 | loss: 0.0311516 | val_loss: 0.031167 | Time: 2141.66 ms [2020-12-15 01:39:58 main:574] : INFO : Epoch 834 | loss: 0.031152 | val_loss: 0.0311774 | Time: 2132.48 ms [2020-12-15 01:40:00 main:574] : INFO : Epoch 835 | loss: 0.0311573 | val_loss: 0.031172 | Time: 2147.46 ms [2020-12-15 01:40:02 main:574] : INFO : Epoch 836 | loss: 0.0311537 | val_loss: 0.0311671 | Time: 2199.94 ms [2020-12-15 01:40:04 main:574] : INFO : Epoch 837 | loss: 0.031152 | val_loss: 0.031169 | Time: 2155.81 ms [2020-12-15 01:40:07 main:574] : INFO : Epoch 838 | loss: 0.0311528 | val_loss: 0.0311654 | Time: 2115.49 ms [2020-12-15 01:40:09 main:574] : INFO : Epoch 839 | loss: 0.0311586 | val_loss: 0.0311656 | Time: 2127.76 ms [2020-12-15 01:40:11 main:574] : INFO : Epoch 840 | loss: 0.0311567 | val_loss: 0.0311709 | Time: 2102.27 ms [2020-12-15 01:40:13 main:574] : INFO : Epoch 841 | loss: 0.0311517 | val_loss: 0.0311639 | Time: 2071.95 ms [2020-12-15 01:40:15 main:574] : INFO : Epoch 842 | loss: 0.031151 | val_loss: 0.0311704 | Time: 2173.12 ms [2020-12-15 01:40:18 main:574] : INFO : Epoch 843 | loss: 0.0311509 | val_loss: 0.0311667 | Time: 2134.99 ms [2020-12-15 01:40:20 main:574] : INFO : Epoch 844 | loss: 0.0311508 | val_loss: 0.0311686 | Time: 2124.04 ms [2020-12-15 01:40:22 main:574] : INFO : Epoch 845 | loss: 0.0311539 | val_loss: 0.031167 | Time: 2167.31 ms [2020-12-15 01:40:24 main:574] : INFO : Epoch 846 | loss: 0.0311506 | val_loss: 0.0311652 | Time: 2172.62 ms [2020-12-15 01:40:27 main:574] : INFO : Epoch 847 | loss: 0.0311501 | val_loss: 0.0311647 | Time: 2116.12 ms [2020-12-15 01:40:29 main:574] : INFO : Epoch 848 | loss: 0.0311515 | val_loss: 0.0311723 | Time: 2146 ms [2020-12-15 01:40:31 main:574] : INFO : Epoch 849 | loss: 0.0311512 | val_loss: 0.0311738 | Time: 2137.97 ms [2020-12-15 01:40:33 main:574] : INFO : Epoch 850 | loss: 0.0311517 | val_loss: 0.0311685 | Time: 2190.85 ms [2020-12-15 01:40:35 main:574] : INFO : Epoch 851 | loss: 0.0311483 | val_loss: 0.0311673 | Time: 2124.38 ms [2020-12-15 01:40:38 main:574] : INFO : Epoch 852 | loss: 0.0311492 | val_loss: 0.0311678 | Time: 2092.08 ms [2020-12-15 01:40:40 main:574] : INFO : Epoch 853 | loss: 0.0311482 | val_loss: 0.0311661 | Time: 2158.41 ms [2020-12-15 01:40:42 main:574] : INFO : Epoch 854 | loss: 0.0311475 | val_loss: 0.0311699 | Time: 2127.86 ms [2020-12-15 01:40:44 main:574] : INFO : Epoch 855 | loss: 0.0311508 | val_loss: 0.0311718 | Time: 2180.28 ms [2020-12-15 01:40:47 main:574] : INFO : Epoch 856 | loss: 0.0311513 | val_loss: 0.0311647 | Time: 2099.34 ms [2020-12-15 01:40:49 main:574] : INFO : Epoch 857 | loss: 0.0311499 | val_loss: 0.0311617 | Time: 2173.48 ms [2020-12-15 01:40:51 main:574] : INFO : Epoch 858 | loss: 0.0311524 | val_loss: 0.0311676 | Time: 2146.39 ms [2020-12-15 01:40:53 main:574] : INFO : Epoch 859 | loss: 0.0311522 | val_loss: 0.0311708 | Time: 2149.55 ms [2020-12-15 01:40:55 main:574] : INFO : Epoch 860 | loss: 0.0311544 | val_loss: 0.0311642 | Time: 2118.31 ms [2020-12-15 01:40:58 main:574] : INFO : Epoch 861 | loss: 0.0311523 | val_loss: 0.0311642 | Time: 2093.48 ms [2020-12-15 01:41:00 main:574] : INFO : Epoch 862 | loss: 0.0311504 | val_loss: 0.031166 | Time: 2135.99 ms [2020-12-15 01:41:02 main:574] : INFO : Epoch 863 | loss: 0.0311537 | val_loss: 0.0311715 | Time: 2109.33 ms [2020-12-15 01:41:04 main:574] : INFO : Epoch 864 | loss: 0.0311521 | val_loss: 0.0311658 | Time: 2171.8 ms [2020-12-15 01:41:07 main:574] : INFO : Epoch 865 | loss: 0.03115 | val_loss: 0.0311673 | Time: 2117.74 ms [2020-12-15 01:41:09 main:574] : INFO : Epoch 866 | loss: 0.0311513 | val_loss: 0.0311656 | Time: 2136.42 ms [2020-12-15 01:41:11 main:574] : INFO : Epoch 867 | loss: 0.0311511 | val_loss: 0.0311677 | Time: 2132.16 ms [2020-12-15 01:41:13 main:574] : INFO : Epoch 868 | loss: 0.0311541 | val_loss: 0.0311658 | Time: 2146.28 ms [2020-12-15 01:41:15 main:574] : INFO : Epoch 869 | loss: 0.0311525 | val_loss: 0.031167 | Time: 2150.93 ms [2020-12-15 01:41:18 main:574] : INFO : Epoch 870 | loss: 0.0311509 | val_loss: 0.0311688 | Time: 2146.87 ms [2020-12-15 01:41:20 main:574] : INFO : Epoch 871 | loss: 0.0311497 | val_loss: 0.0311681 | Time: 2135.22 ms [2020-12-15 01:41:22 main:574] : INFO : Epoch 872 | loss: 0.0311487 | val_loss: 0.0311638 | Time: 2165.56 ms [2020-12-15 01:41:24 main:574] : INFO : Epoch 873 | loss: 0.0311483 | val_loss: 0.0311644 | Time: 2140.63 ms [2020-12-15 01:41:27 main:574] : INFO : Epoch 874 | loss: 0.0311475 | val_loss: 0.0311683 | Time: 2147.45 ms [2020-12-15 01:41:29 main:574] : INFO : Epoch 875 | loss: 0.03115 | val_loss: 0.0311653 | Time: 2134.44 ms [2020-12-15 01:41:31 main:574] : INFO : Epoch 876 | loss: 0.0311528 | val_loss: 0.0311659 | Time: 2096.98 ms [2020-12-15 01:41:33 main:574] : INFO : Epoch 877 | loss: 0.0311581 | val_loss: 0.0311736 | Time: 2181.11 ms [2020-12-15 01:41:35 main:574] : INFO : Epoch 878 | loss: 0.0311559 | val_loss: 0.0311647 | Time: 2111.02 ms [2020-12-15 01:41:38 main:574] : INFO : Epoch 879 | loss: 0.0311565 | val_loss: 0.031163 | Time: 2074.33 ms [2020-12-15 01:41:40 main:574] : INFO : Epoch 880 | loss: 0.0311511 | val_loss: 0.031166 | Time: 2139.54 ms [2020-12-15 01:41:42 main:574] : INFO : Epoch 881 | loss: 0.031151 | val_loss: 0.0311652 | Time: 2127.91 ms [2020-12-15 01:41:44 main:574] : INFO : Epoch 882 | loss: 0.0311531 | val_loss: 0.0311666 | Time: 2144.78 ms [2020-12-15 01:41:47 main:574] : INFO : Epoch 883 | loss: 0.0311576 | val_loss: 0.0311639 | Time: 2113.55 ms [2020-12-15 01:41:49 main:574] : INFO : Epoch 884 | loss: 0.0311591 | val_loss: 0.0311661 | Time: 2134.84 ms [2020-12-15 01:41:51 main:574] : INFO : Epoch 885 | loss: 0.0311588 | val_loss: 0.0311674 | Time: 2159.95 ms [2020-12-15 01:41:53 main:574] : INFO : Epoch 886 | loss: 0.0311576 | val_loss: 0.0311654 | Time: 2154.82 ms [2020-12-15 01:41:55 main:574] : INFO : Epoch 887 | loss: 0.0311552 | val_loss: 0.0311652 | Time: 2067.56 ms [2020-12-15 01:41:58 main:574] : INFO : Epoch 888 | loss: 0.0311545 | val_loss: 0.0311681 | Time: 2132.07 ms [2020-12-15 01:42:00 main:574] : INFO : Epoch 889 | loss: 0.0311551 | val_loss: 0.0311654 | Time: 2148.56 ms [2020-12-15 01:42:02 main:574] : INFO : Epoch 890 | loss: 0.0311544 | val_loss: 0.031165 | Time: 2137.01 ms [2020-12-15 01:42:04 main:574] : INFO : Epoch 891 | loss: 0.0311547 | val_loss: 0.0311645 | Time: 2131.45 ms [2020-12-15 01:42:07 main:574] : INFO : Epoch 892 | loss: 0.0311549 | val_loss: 0.0311687 | Time: 2174.96 ms [2020-12-15 01:42:09 main:574] : INFO : Epoch 893 | loss: 0.0311526 | val_loss: 0.0311658 | Time: 2096.59 ms [2020-12-15 01:42:11 main:574] : INFO : Epoch 894 | loss: 0.0311532 | val_loss: 0.031165 | Time: 2141.06 ms [2020-12-15 01:42:13 main:574] : INFO : Epoch 895 | loss: 0.0311523 | val_loss: 0.0311635 | Time: 2159.8 ms [2020-12-15 01:42:15 main:574] : INFO : Epoch 896 | loss: 0.0311511 | val_loss: 0.0311637 | Time: 2110.44 ms [2020-12-15 01:42:18 main:574] : INFO : Epoch 897 | loss: 0.0311504 | val_loss: 0.0311653 | Time: 2176.12 ms [2020-12-15 01:42:20 main:574] : INFO : Epoch 898 | loss: 0.031158 | val_loss: 0.0311722 | Time: 2117.88 ms [2020-12-15 01:42:22 main:574] : INFO : Epoch 899 | loss: 0.0311549 | val_loss: 0.0311657 | Time: 2145.42 ms [2020-12-15 01:42:24 main:574] : INFO : Epoch 900 | loss: 0.0311521 | val_loss: 0.0311622 | Time: 2114.79 ms [2020-12-15 01:42:26 main:574] : INFO : Epoch 901 | loss: 0.0311518 | val_loss: 0.0311633 | Time: 2122.45 ms [2020-12-15 01:42:29 main:574] : INFO : Epoch 902 | loss: 0.0311518 | val_loss: 0.031165 | Time: 2154.84 ms [2020-12-15 01:42:31 main:574] : INFO : Epoch 903 | loss: 0.0311532 | val_loss: 0.0311637 | Time: 2137.34 ms [2020-12-15 01:42:33 main:574] : INFO : Epoch 904 | loss: 0.0311522 | val_loss: 0.0311634 | Time: 2172.64 ms [2020-12-15 01:42:35 main:574] : INFO : Epoch 905 | loss: 0.03115 | val_loss: 0.0311684 | Time: 2082.3 ms [2020-12-15 01:42:38 main:574] : INFO : Epoch 906 | loss: 0.0311501 | val_loss: 0.0311664 | Time: 2135.15 ms [2020-12-15 01:42:40 main:574] : INFO : Epoch 907 | loss: 0.0311492 | val_loss: 0.0311653 | Time: 2131.49 ms [2020-12-15 01:42:42 main:574] : INFO : Epoch 908 | loss: 0.0311514 | val_loss: 0.0311628 | Time: 2173.48 ms [2020-12-15 01:42:44 main:574] : INFO : Epoch 909 | loss: 0.0311489 | val_loss: 0.0311653 | Time: 2132.04 ms [2020-12-15 01:42:46 main:574] : INFO : Epoch 910 | loss: 0.0311485 | val_loss: 0.0311649 | Time: 2114.08 ms [2020-12-15 01:42:49 main:574] : INFO : Epoch 911 | loss: 0.0311504 | val_loss: 0.0311654 | Time: 2153.1 ms [2020-12-15 01:42:51 main:574] : INFO : Epoch 912 | loss: 0.0311521 | val_loss: 0.0311656 | Time: 2161.07 ms [2020-12-15 01:42:53 main:574] : INFO : Epoch 913 | loss: 0.0311507 | val_loss: 0.0311685 | Time: 2138.81 ms [2020-12-15 01:42:55 main:574] : INFO : Epoch 914 | loss: 0.0311501 | val_loss: 0.0311693 | Time: 2134.99 ms [2020-12-15 01:42:58 main:574] : INFO : Epoch 915 | loss: 0.0311485 | val_loss: 0.031165 | Time: 2162.33 ms [2020-12-15 01:43:00 main:574] : INFO : Epoch 916 | loss: 0.0311472 | val_loss: 0.0311678 | Time: 2137.33 ms [2020-12-15 01:43:02 main:574] : INFO : Epoch 917 | loss: 0.0311484 | val_loss: 0.031166 | Time: 2137.59 ms [2020-12-15 01:43:04 main:574] : INFO : Epoch 918 | loss: 0.0311519 | val_loss: 0.0311618 | Time: 2146.69 ms [2020-12-15 01:43:07 main:574] : INFO : Epoch 919 | loss: 0.0311507 | val_loss: 0.0311641 | Time: 2153.12 ms [2020-12-15 01:43:09 main:574] : INFO : Epoch 920 | loss: 0.0311535 | val_loss: 0.0311701 | Time: 2130.36 ms [2020-12-15 01:43:11 main:574] : INFO : Epoch 921 | loss: 0.0311521 | val_loss: 0.031168 | Time: 2132.93 ms [2020-12-15 01:43:13 main:574] : INFO : Epoch 922 | loss: 0.0311497 | val_loss: 0.0311638 | Time: 2134.45 ms [2020-12-15 01:43:15 main:574] : INFO : Epoch 923 | loss: 0.0311486 | val_loss: 0.0311662 | Time: 2155.79 ms [2020-12-15 01:43:18 main:574] : INFO : Epoch 924 | loss: 0.0311495 | val_loss: 0.031166 | Time: 2214.72 ms [2020-12-15 01:43:20 main:574] : INFO : Epoch 925 | loss: 0.0311478 | val_loss: 0.0311652 | Time: 2137.72 ms [2020-12-15 01:43:22 main:574] : INFO : Epoch 926 | loss: 0.0311481 | val_loss: 0.0311669 | Time: 2165.08 ms [2020-12-15 01:43:24 main:574] : INFO : Epoch 927 | loss: 0.0311493 | val_loss: 0.0311637 | Time: 2132.55 ms [2020-12-15 01:43:27 main:574] : INFO : Epoch 928 | loss: 0.0311493 | val_loss: 0.031171 | Time: 2135.99 ms [2020-12-15 01:43:29 main:574] : INFO : Epoch 929 | loss: 0.0311507 | val_loss: 0.0311666 | Time: 2223.59 ms [2020-12-15 01:43:31 main:574] : INFO : Epoch 930 | loss: 0.0311496 | val_loss: 0.0311713 | Time: 2131.05 ms [2020-12-15 01:43:33 main:574] : INFO : Epoch 931 | loss: 0.0311486 | val_loss: 0.0311673 | Time: 2129.57 ms [2020-12-15 01:43:36 main:574] : INFO : Epoch 932 | loss: 0.0311464 | val_loss: 0.0311661 | Time: 2131.84 ms [2020-12-15 01:43:38 main:574] : INFO : Epoch 933 | loss: 0.0311485 | val_loss: 0.0311696 | Time: 2127.7 ms [2020-12-15 01:43:40 main:574] : INFO : Epoch 934 | loss: 0.0311482 | val_loss: 0.0311728 | Time: 2174.4 ms [2020-12-15 01:43:42 main:574] : INFO : Epoch 935 | loss: 0.0311492 | val_loss: 0.0311657 | Time: 2124.65 ms [2020-12-15 01:43:45 main:574] : INFO : Epoch 936 | loss: 0.0311492 | val_loss: 0.0311664 | Time: 2198.44 ms [2020-12-15 01:43:47 main:574] : INFO : Epoch 937 | loss: 0.0311462 | val_loss: 0.0311695 | Time: 2104.71 ms [2020-12-15 01:43:49 main:574] : INFO : Epoch 938 | loss: 0.0311474 | val_loss: 0.0311714 | Time: 2137.89 ms [2020-12-15 01:43:51 main:574] : INFO : Epoch 939 | loss: 0.0311514 | val_loss: 0.0311692 | Time: 2129.19 ms [2020-12-15 01:43:53 main:574] : INFO : Epoch 940 | loss: 0.0311529 | val_loss: 0.0311706 | Time: 2110.74 ms [2020-12-15 01:43:56 main:574] : INFO : Epoch 941 | loss: 0.0311524 | val_loss: 0.0311716 | Time: 2128.67 ms [2020-12-15 01:43:58 main:574] : INFO : Epoch 942 | loss: 0.0311565 | val_loss: 0.0311657 | Time: 2426.41 ms [2020-12-15 01:44:00 main:574] : INFO : Epoch 943 | loss: 0.0311545 | val_loss: 0.0311664 | Time: 2155.64 ms [2020-12-15 01:44:03 main:574] : INFO : Epoch 944 | loss: 0.0311519 | val_loss: 0.0311666 | Time: 2126.9 ms [2020-12-15 01:44:05 main:574] : INFO : Epoch 945 | loss: 0.0311524 | val_loss: 0.031165 | Time: 2147.58 ms [2020-12-15 01:44:07 main:574] : INFO : Epoch 946 | loss: 0.0311548 | val_loss: 0.0311708 | Time: 2121.11 ms [2020-12-15 01:44:09 main:574] : INFO : Epoch 947 | loss: 0.031155 | val_loss: 0.0311691 | Time: 2096.57 ms [2020-12-15 01:44:12 main:574] : INFO : Epoch 948 | loss: 0.0311525 | val_loss: 0.0311714 | Time: 2152.5 ms [2020-12-15 01:44:14 main:574] : INFO : Epoch 949 | loss: 0.0311512 | val_loss: 0.0311636 | Time: 2071.86 ms [2020-12-15 01:44:16 main:574] : INFO : Epoch 950 | loss: 0.0311496 | val_loss: 0.03117 | Time: 2119.12 ms [2020-12-15 01:44:18 main:574] : INFO : Epoch 951 | loss: 0.0311498 | val_loss: 0.0311695 | Time: 2131.39 ms [2020-12-15 01:44:20 main:574] : INFO : Epoch 952 | loss: 0.0311501 | val_loss: 0.0311681 | Time: 2182.09 ms [2020-12-15 01:44:22 main:574] : INFO : Epoch 953 | loss: 0.0311473 | val_loss: 0.0311654 | Time: 2110.3 ms [2020-12-15 01:44:25 main:574] : INFO : Epoch 954 | loss: 0.0311467 | val_loss: 0.0311639 | Time: 2133.65 ms [2020-12-15 01:44:27 main:574] : INFO : Epoch 955 | loss: 0.0311458 | val_loss: 0.0311635 | Time: 2174.32 ms [2020-12-15 01:44:29 main:574] : INFO : Epoch 956 | loss: 0.0311468 | val_loss: 0.0311641 | Time: 2098.31 ms [2020-12-15 01:44:31 main:574] : INFO : Epoch 957 | loss: 0.0311462 | val_loss: 0.0311627 | Time: 2177.42 ms [2020-12-15 01:44:34 main:574] : INFO : Epoch 958 | loss: 0.031148 | val_loss: 0.0311733 | Time: 2156.31 ms [2020-12-15 01:44:36 main:574] : INFO : Epoch 959 | loss: 0.0311475 | val_loss: 0.0311666 | Time: 2180.95 ms [2020-12-15 01:44:38 main:574] : INFO : Epoch 960 | loss: 0.0311481 | val_loss: 0.0311718 | Time: 2121.31 ms [2020-12-15 01:44:40 main:574] : INFO : Epoch 961 | loss: 0.03115 | val_loss: 0.0311634 | Time: 2141.69 ms [2020-12-15 01:44:43 main:574] : INFO : Epoch 962 | loss: 0.0311466 | val_loss: 0.0311716 | Time: 2114.03 ms [2020-12-15 01:44:45 main:574] : INFO : Epoch 963 | loss: 0.0311507 | val_loss: 0.0311647 | Time: 2111.25 ms [2020-12-15 01:44:47 main:574] : INFO : Epoch 964 | loss: 0.0311526 | val_loss: 0.0311663 | Time: 2129.74 ms [2020-12-15 01:44:49 main:574] : INFO : Epoch 965 | loss: 0.0311512 | val_loss: 0.0311655 | Time: 2108.7 ms [2020-12-15 01:44:52 main:574] : INFO : Epoch 966 | loss: 0.0311499 | val_loss: 0.0311652 | Time: 2098.6 ms [2020-12-15 01:44:54 main:574] : INFO : Epoch 967 | loss: 0.0311499 | val_loss: 0.0311672 | Time: 2174.4 ms [2020-12-15 01:44:56 main:574] : INFO : Epoch 968 | loss: 0.0311477 | val_loss: 0.0311682 | Time: 2176.55 ms [2020-12-15 01:44:58 main:574] : INFO : Epoch 969 | loss: 0.0311472 | val_loss: 0.0311656 | Time: 2127.08 ms [2020-12-15 01:45:01 main:574] : INFO : Epoch 970 | loss: 0.0311463 | val_loss: 0.031167 | Time: 2158.01 ms [2020-12-15 01:45:03 main:574] : INFO : Epoch 971 | loss: 0.0311459 | val_loss: 0.0311708 | Time: 2141.3 ms [2020-12-15 01:45:05 main:574] : INFO : Epoch 972 | loss: 0.0311498 | val_loss: 0.0311687 | Time: 2118.8 ms [2020-12-15 01:45:07 main:574] : INFO : Epoch 973 | loss: 0.031148 | val_loss: 0.031166 | Time: 2138.09 ms [2020-12-15 01:45:09 main:574] : INFO : Epoch 974 | loss: 0.0311454 | val_loss: 0.0311711 | Time: 2138.27 ms [2020-12-15 01:45:12 main:574] : INFO : Epoch 975 | loss: 0.0311465 | val_loss: 0.0311695 | Time: 2156.31 ms [2020-12-15 01:45:14 main:574] : INFO : Epoch 976 | loss: 0.0311495 | val_loss: 0.0311667 | Time: 2137.05 ms [2020-12-15 01:45:16 main:574] : INFO : Epoch 977 | loss: 0.0311506 | val_loss: 0.0311657 | Time: 2155.66 ms [2020-12-15 01:45:18 main:574] : INFO : Epoch 978 | loss: 0.0311462 | val_loss: 0.0311688 | Time: 2188.94 ms [2020-12-15 01:45:21 main:574] : INFO : Epoch 979 | loss: 0.0311477 | val_loss: 0.0311666 | Time: 2125.76 ms [2020-12-15 01:45:23 main:574] : INFO : Epoch 980 | loss: 0.0311471 | val_loss: 0.0311694 | Time: 2153.96 ms [2020-12-15 01:45:25 main:574] : INFO : Epoch 981 | loss: 0.031147 | val_loss: 0.0311696 | Time: 2168.73 ms [2020-12-15 01:45:27 main:574] : INFO : Epoch 982 | loss: 0.0311452 | val_loss: 0.0311765 | Time: 2080.87 ms [2020-12-15 01:45:30 main:574] : INFO : Epoch 983 | loss: 0.0311494 | val_loss: 0.0311725 | Time: 2180.61 ms [2020-12-15 01:45:32 main:574] : INFO : Epoch 984 | loss: 0.0311491 | val_loss: 0.0311679 | Time: 2198.6 ms [2020-12-15 01:45:34 main:574] : INFO : Epoch 985 | loss: 0.0311482 | val_loss: 0.0311669 | Time: 2110.92 ms [2020-12-15 01:45:36 main:574] : INFO : Epoch 986 | loss: 0.0311475 | val_loss: 0.031167 | Time: 2139.53 ms [2020-12-15 01:45:38 main:574] : INFO : Epoch 987 | loss: 0.0311453 | val_loss: 0.0311696 | Time: 2083.71 ms [2020-12-15 01:45:41 main:574] : INFO : Epoch 988 | loss: 0.0311448 | val_loss: 0.031167 | Time: 2100.88 ms [2020-12-15 01:45:43 main:574] : INFO : Epoch 989 | loss: 0.0311444 | val_loss: 0.0311727 | Time: 2162.36 ms [2020-12-15 01:45:45 main:574] : INFO : Epoch 990 | loss: 0.0311452 | val_loss: 0.0311716 | Time: 2154.31 ms [2020-12-15 01:45:47 main:574] : INFO : Epoch 991 | loss: 0.0311438 | val_loss: 0.0311743 | Time: 2134.09 ms [2020-12-15 01:45:50 main:574] : INFO : Epoch 992 | loss: 0.0311476 | val_loss: 0.0311697 | Time: 2155.65 ms [2020-12-15 01:45:52 main:574] : INFO : Epoch 993 | loss: 0.0311513 | val_loss: 0.0311653 | Time: 2113.89 ms [2020-12-15 01:45:54 main:574] : INFO : Epoch 994 | loss: 0.0311499 | val_loss: 0.0311683 | Time: 2084.66 ms [2020-12-15 01:45:56 main:574] : INFO : Epoch 995 | loss: 0.0311467 | val_loss: 0.0311642 | Time: 2148.47 ms [2020-12-15 01:45:58 main:574] : INFO : Epoch 996 | loss: 0.031146 | val_loss: 0.0311659 | Time: 2136.34 ms [2020-12-15 01:46:01 main:574] : INFO : Epoch 997 | loss: 0.0311442 | val_loss: 0.0311695 | Time: 2129.75 ms [2020-12-15 01:46:03 main:574] : INFO : Epoch 998 | loss: 0.0311466 | val_loss: 0.031168 | Time: 2118.02 ms [2020-12-15 01:46:05 main:574] : INFO : Epoch 999 | loss: 0.0311457 | val_loss: 0.0311699 | Time: 2130.91 ms [2020-12-15 01:46:07 main:574] : INFO : Epoch 1000 | loss: 0.0311467 | val_loss: 0.0311795 | Time: 2122.3 ms [2020-12-15 01:46:09 main:574] : INFO : Epoch 1001 | loss: 0.0311473 | val_loss: 0.0311728 | Time: 2130.26 ms [2020-12-15 01:46:12 main:574] : INFO : Epoch 1002 | loss: 0.0311444 | val_loss: 0.0311728 | Time: 2099.76 ms [2020-12-15 01:46:14 main:574] : INFO : Epoch 1003 | loss: 0.0311481 | val_loss: 0.0311719 | Time: 2167.63 ms [2020-12-15 01:46:16 main:574] : INFO : Epoch 1004 | loss: 0.0311511 | val_loss: 0.0311656 | Time: 2073.02 ms [2020-12-15 01:46:18 main:574] : INFO : Epoch 1005 | loss: 0.0311571 | val_loss: 0.0311678 | Time: 2126.5 ms [2020-12-15 01:46:20 main:574] : INFO : Epoch 1006 | loss: 0.0311521 | val_loss: 0.0311694 | Time: 2119.07 ms [2020-12-15 01:46:23 main:574] : INFO : Epoch 1007 | loss: 0.0311542 | val_loss: 0.0311703 | Time: 2098.11 ms [2020-12-15 01:46:25 main:574] : INFO : Epoch 1008 | loss: 0.0311508 | val_loss: 0.0311639 | Time: 2140.92 ms [2020-12-15 01:46:27 main:574] : INFO : Epoch 1009 | loss: 0.0311507 | val_loss: 0.0311667 | Time: 2180.65 ms [2020-12-15 01:46:29 main:574] : INFO : Epoch 1010 | loss: 0.0311511 | val_loss: 0.031164 | Time: 2085.57 ms [2020-12-15 01:46:31 main:574] : INFO : Epoch 1011 | loss: 0.0311502 | val_loss: 0.0311679 | Time: 2107.34 ms [2020-12-15 01:46:34 main:574] : INFO : Epoch 1012 | loss: 0.0311487 | val_loss: 0.0311646 | Time: 2191.52 ms [2020-12-15 01:46:36 main:574] : INFO : Epoch 1013 | loss: 0.0311484 | val_loss: 0.0311671 | Time: 2153.72 ms [2020-12-15 01:46:38 main:574] : INFO : Epoch 1014 | loss: 0.0311481 | val_loss: 0.0311654 | Time: 2124.92 ms [2020-12-15 01:46:41 main:574] : INFO : Epoch 1015 | loss: 0.0311479 | val_loss: 0.0311651 | Time: 2184.07 ms [2020-12-15 01:46:43 main:574] : INFO : Epoch 1016 | loss: 0.0311484 | val_loss: 0.031164 | Time: 2100.38 ms [2020-12-15 01:46:45 main:574] : INFO : Epoch 1017 | loss: 0.0311473 | val_loss: 0.0311645 | Time: 2113.72 ms [2020-12-15 01:46:47 main:574] : INFO : Epoch 1018 | loss: 0.031147 | val_loss: 0.0311716 | Time: 2157.99 ms [2020-12-15 01:46:49 main:574] : INFO : Epoch 1019 | loss: 0.03115 | val_loss: 0.0311665 | Time: 2176.11 ms [2020-12-15 01:46:52 main:574] : INFO : Epoch 1020 | loss: 0.0311535 | val_loss: 0.0311764 | Time: 2109.44 ms [2020-12-15 01:46:54 main:574] : INFO : Epoch 1021 | loss: 0.0311499 | val_loss: 0.0311654 | Time: 2107.78 ms [2020-12-15 01:46:56 main:574] : INFO : Epoch 1022 | loss: 0.0311471 | val_loss: 0.0311661 | Time: 2168.38 ms [2020-12-15 01:46:58 main:574] : INFO : Epoch 1023 | loss: 0.0311475 | val_loss: 0.0311645 | Time: 2136.85 ms [2020-12-15 01:47:01 main:574] : INFO : Epoch 1024 | loss: 0.0311505 | val_loss: 0.0311638 | Time: 2156.61 ms [2020-12-15 01:47:01 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311638 [2020-12-15 01:47:01 main:603] : INFO : Saving end state to config to file [2020-12-15 01:47:01 main:608] : INFO : Success, exiting.. 01:47:01 (8528): 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)