Task 3361638
| Name | ParityModified-1606530398-29915-1_2 |
| Workunit | 1462725 |
| Created | 19 Dec 2020, 20:40:13 UTC |
| Sent | 19 Dec 2020, 21:08:12 UTC |
| Report deadline | 26 Dec 2020, 21:08:12 UTC |
| Received | 21 Dec 2020, 0:45:18 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5512 |
| Run time | 42 min 59 sec |
| CPU time | 38 min 30 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 13,714.14 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.44 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> in:574] : INFO : Epoch 514 | loss: 0.0310195 | val_loss: 0.0313062 | Time: 2367.48 ms [2020-12-21 01:23:55 main:574] : INFO : Epoch 515 | loss: 0.0310271 | val_loss: 0.0312557 | Time: 2347.16 ms [2020-12-21 01:23:57 main:574] : INFO : Epoch 516 | loss: 0.0310249 | val_loss: 0.0312474 | Time: 2336.06 ms [2020-12-21 01:23:59 main:574] : INFO : Epoch 517 | loss: 0.0310196 | val_loss: 0.0312944 | Time: 2402.4 ms [2020-12-21 01:24:02 main:574] : INFO : Epoch 518 | loss: 0.0310143 | val_loss: 0.0312653 | Time: 2379.09 ms [2020-12-21 01:24:04 main:574] : INFO : Epoch 519 | loss: 0.0310085 | val_loss: 0.0312716 | Time: 2367.46 ms [2020-12-21 01:24:07 main:574] : INFO : Epoch 520 | loss: 0.0310159 | val_loss: 0.0312657 | Time: 2356.67 ms [2020-12-21 01:24:09 main:574] : INFO : Epoch 521 | loss: 0.0310102 | val_loss: 0.0312924 | Time: 2346.83 ms [2020-12-21 01:24:11 main:574] : INFO : Epoch 522 | loss: 0.0310096 | val_loss: 0.0312875 | Time: 2352.79 ms [2020-12-21 01:24:14 main:574] : INFO : Epoch 523 | loss: 0.0310126 | val_loss: 0.0312967 | Time: 2320.78 ms [2020-12-21 01:24:16 main:574] : INFO : Epoch 524 | loss: 0.0310161 | val_loss: 0.0312857 | Time: 2362.1 ms [2020-12-21 01:24:18 main:574] : INFO : Epoch 525 | loss: 0.0310156 | val_loss: 0.0312958 | Time: 2364.83 ms [2020-12-21 01:24:21 main:574] : INFO : Epoch 526 | loss: 0.0310174 | val_loss: 0.0312731 | Time: 2425.56 ms [2020-12-21 01:24:23 main:574] : INFO : Epoch 527 | loss: 0.031015 | val_loss: 0.0312546 | Time: 2508.34 ms [2020-12-21 01:24:26 main:574] : INFO : Epoch 528 | loss: 0.0310188 | val_loss: 0.0312791 | Time: 2395.7 ms [2020-12-21 01:24:28 main:574] : INFO : Epoch 529 | loss: 0.0310204 | val_loss: 0.0312824 | Time: 2400.74 ms [2020-12-21 01:24:31 main:574] : INFO : Epoch 530 | loss: 0.031014 | val_loss: 0.0312675 | Time: 2445.16 ms [2020-12-21 01:24:33 main:574] : INFO : Epoch 531 | loss: 0.0310166 | val_loss: 0.0312814 | Time: 2382.56 ms [2020-12-21 01:24:36 main:574] : INFO : Epoch 532 | loss: 0.0310224 | val_loss: 0.0312794 | Time: 2395.49 ms [2020-12-21 01:24:38 main:574] : INFO : Epoch 533 | loss: 0.0310121 | val_loss: 0.0312996 | Time: 2365.18 ms [2020-12-21 01:24:40 main:574] : INFO : Epoch 534 | loss: 0.031015 | val_loss: 0.0312835 | Time: 2364 ms [2020-12-21 01:24:43 main:574] : INFO : Epoch 535 | loss: 0.031015 | val_loss: 0.0312857 | Time: 2398.88 ms [2020-12-21 01:24:45 main:574] : INFO : Epoch 536 | loss: 0.0310137 | val_loss: 0.0312866 | Time: 2433.27 ms [2020-12-21 01:24:48 main:574] : INFO : Epoch 537 | loss: 0.0310135 | val_loss: 0.031278 | Time: 2428.48 ms [2020-12-21 01:24:50 main:574] : INFO : Epoch 538 | loss: 0.0310124 | val_loss: 0.0312883 | Time: 2417.82 ms [2020-12-21 01:24:53 main:574] : INFO : Epoch 539 | loss: 0.0310086 | val_loss: 0.0312846 | Time: 2397.03 ms [2020-12-21 01:24:55 main:574] : INFO : Epoch 540 | loss: 0.0310114 | val_loss: 0.031266 | Time: 2296.97 ms [2020-12-21 01:24:57 main:574] : INFO : Epoch 541 | loss: 0.0310161 | val_loss: 0.0312819 | Time: 2444.49 ms [2020-12-21 01:25:00 main:574] : INFO : Epoch 542 | loss: 0.0310289 | val_loss: 0.0312596 | Time: 2362.58 ms [2020-12-21 01:25:02 main:574] : INFO : Epoch 543 | loss: 0.0310326 | val_loss: 0.0312694 | Time: 2357.28 ms [2020-12-21 01:25:05 main:574] : INFO : Epoch 544 | loss: 0.0310237 | val_loss: 0.0312673 | Time: 2400.7 ms [2020-12-21 01:25:07 main:574] : INFO : Epoch 545 | loss: 0.0310291 | val_loss: 0.0312756 | Time: 2453.22 ms [2020-12-21 01:25:10 main:574] : INFO : Epoch 546 | loss: 0.0310235 | val_loss: 0.0312855 | Time: 2411.44 ms [2020-12-21 01:25:12 main:574] : INFO : Epoch 547 | loss: 0.0310156 | val_loss: 0.0312919 | Time: 2442.72 ms [2020-12-21 01:25:14 main:574] : INFO : Epoch 548 | loss: 0.0310214 | val_loss: 0.0312901 | Time: 2434.35 ms [2020-12-21 01:25:17 main:574] : INFO : Epoch 549 | loss: 0.0310147 | val_loss: 0.0312765 | Time: 2398 ms [2020-12-21 01:25:19 main:574] : INFO : Epoch 550 | loss: 0.0310144 | val_loss: 0.0312762 | Time: 2353.04 ms [2020-12-21 01:25:22 main:574] : INFO : Epoch 551 | loss: 0.031011 | val_loss: 0.0312762 | Time: 2343.6 ms [2020-12-21 01:25:24 main:574] : INFO : Epoch 552 | loss: 0.0310204 | val_loss: 0.0312887 | Time: 2348.79 ms [2020-12-21 01:25:26 main:574] : INFO : Epoch 553 | loss: 0.0310275 | val_loss: 0.031277 | Time: 2346.68 ms [2020-12-21 01:25:29 main:574] : INFO : Epoch 554 | loss: 0.0310321 | val_loss: 0.0312589 | Time: 2303.36 ms [2020-12-21 01:25:31 main:574] : INFO : Epoch 555 | loss: 0.0310264 | val_loss: 0.0312807 | Time: 2287.97 ms [2020-12-21 01:25:33 main:574] : INFO : Epoch 556 | loss: 0.0310187 | val_loss: 0.0312795 | Time: 2351.32 ms [2020-12-21 01:25:36 main:574] : INFO : Epoch 557 | loss: 0.0310165 | val_loss: 0.0312809 | Time: 2332.59 ms [2020-12-21 01:25:38 main:574] : INFO : Epoch 558 | loss: 0.031012 | val_loss: 0.0312653 | Time: 2260.52 ms [2020-12-21 01:25:40 main:574] : INFO : Epoch 559 | loss: 0.031015 | val_loss: 0.0312777 | Time: 2329.55 ms [2020-12-21 01:25:43 main:574] : INFO : Epoch 560 | loss: 0.03102 | val_loss: 0.0312709 | Time: 2325.16 ms [2020-12-21 01:25:45 main:574] : INFO : Epoch 561 | loss: 0.0310116 | val_loss: 0.0312901 | Time: 2375.89 ms [2020-12-21 01:25:48 main:574] : INFO : Epoch 562 | loss: 0.0310112 | val_loss: 0.0312689 | Time: 2360.66 ms [2020-12-21 01:25:50 main:574] : INFO : Epoch 563 | loss: 0.0310122 | val_loss: 0.0312856 | Time: 2429.86 ms [2020-12-21 01:25:52 main:574] : INFO : Epoch 564 | loss: 0.0310075 | val_loss: 0.0312583 | Time: 2303.79 ms [2020-12-21 01:25:55 main:574] : INFO : Epoch 565 | loss: 0.031025 | val_loss: 0.0313387 | Time: 2371.14 ms [2020-12-21 01:25:57 main:574] : INFO : Epoch 566 | loss: 0.0312259 | val_loss: 0.0315957 | Time: 2290.53 ms [2020-12-21 01:25:59 main:574] : INFO : Epoch 567 | loss: 0.0311367 | val_loss: 0.0312806 | Time: 2254.95 ms [2020-12-21 01:26:02 main:574] : INFO : Epoch 568 | loss: 0.0310606 | val_loss: 0.0312957 | Time: 2373.84 ms [2020-12-21 01:26:04 main:574] : INFO : Epoch 569 | loss: 0.0310243 | val_loss: 0.0312692 | Time: 2321.73 ms [2020-12-21 01:26:06 main:574] : INFO : Epoch 570 | loss: 0.0310115 | val_loss: 0.0313096 | Time: 2252.5 ms [2020-12-21 01:26:09 main:574] : INFO : Epoch 571 | loss: 0.0310156 | val_loss: 0.0312842 | Time: 2314.87 ms [2020-12-21 01:26:11 main:574] : INFO : Epoch 572 | loss: 0.031017 | val_loss: 0.031271 | Time: 2367.29 ms [2020-12-21 01:26:14 main:574] : INFO : Epoch 573 | loss: 0.0310105 | val_loss: 0.0312819 | Time: 2353.41 ms [2020-12-21 01:26:16 main:574] : INFO : Epoch 574 | loss: 0.0310171 | val_loss: 0.0312936 | Time: 2296.3 ms [2020-12-21 01:26:18 main:574] : INFO : Epoch 575 | loss: 0.0310175 | val_loss: 0.0312863 | Time: 2307.08 ms [2020-12-21 01:26:21 main:574] : INFO : Epoch 576 | loss: 0.0310046 | val_loss: 0.0312852 | Time: 2309.79 ms [2020-12-21 01:26:23 main:574] : INFO : Epoch 577 | loss: 0.0310181 | val_loss: 0.0312757 | Time: 2331.41 ms [2020-12-21 01:26:25 main:574] : INFO : Epoch 578 | loss: 0.0310134 | val_loss: 0.0312683 | Time: 2379.34 ms [2020-12-21 01:26:28 main:574] : INFO : Epoch 579 | loss: 0.0310145 | val_loss: 0.0312625 | Time: 2379.65 ms [2020-12-21 01:26:30 main:574] : INFO : Epoch 580 | loss: 0.0310135 | val_loss: 0.0312498 | Time: 2327.81 ms [2020-12-21 01:26:32 main:574] : INFO : Epoch 581 | loss: 0.03101 | val_loss: 0.0312846 | Time: 2276.19 ms [2020-12-21 01:26:35 main:574] : INFO : Epoch 582 | loss: 0.0310063 | val_loss: 0.0312722 | Time: 2308.84 ms [2020-12-21 01:26:37 main:574] : INFO : Epoch 583 | loss: 0.0310179 | val_loss: 0.0312624 | Time: 2306.14 ms [2020-12-21 01:26:39 main:574] : INFO : Epoch 584 | loss: 0.031007 | val_loss: 0.0313033 | Time: 2436.55 ms [2020-12-21 01:26:42 main:574] : INFO : Epoch 585 | loss: 0.0310139 | val_loss: 0.031262 | Time: 2332.7 ms [2020-12-21 01:26:44 main:574] : INFO : Epoch 586 | loss: 0.0310128 | val_loss: 0.0312854 | Time: 2375.44 ms [2020-12-21 01:26:47 main:574] : INFO : Epoch 587 | loss: 0.0310193 | val_loss: 0.0312782 | Time: 2320.03 ms [2020-12-21 01:26:49 main:574] : INFO : Epoch 588 | loss: 0.0310231 | val_loss: 0.0312877 | Time: 2350.8 ms [2020-12-21 01:26:51 main:574] : INFO : Epoch 589 | loss: 0.0310126 | val_loss: 0.0312582 | Time: 2371.88 ms [2020-12-21 01:26:54 main:574] : INFO : Epoch 590 | loss: 0.0310205 | val_loss: 0.0312454 | Time: 2326.31 ms [2020-12-21 01:26:56 main:574] : INFO : Epoch 591 | loss: 0.0310227 | val_loss: 0.0312946 | Time: 2352.42 ms [2020-12-21 01:26:58 main:574] : INFO : Epoch 592 | loss: 0.031007 | val_loss: 0.0312917 | Time: 2352.34 ms [2020-12-21 01:27:01 main:574] : INFO : Epoch 593 | loss: 0.0310127 | val_loss: 0.0312705 | Time: 2320.98 ms [2020-12-21 01:27:03 main:574] : INFO : Epoch 594 | loss: 0.0310107 | val_loss: 0.0312646 | Time: 2375.77 ms [2020-12-21 01:27:06 main:574] : INFO : Epoch 595 | loss: 0.0310165 | val_loss: 0.0312842 | Time: 2349.85 ms [2020-12-21 01:27:08 main:574] : INFO : Epoch 596 | loss: 0.0310191 | val_loss: 0.031274 | Time: 2363.01 ms [2020-12-21 01:27:10 main:574] : INFO : Epoch 597 | loss: 0.0310171 | val_loss: 0.0312591 | Time: 2418.71 ms [2020-12-21 01:27:13 main:574] : INFO : Epoch 598 | loss: 0.0310199 | val_loss: 0.0313004 | Time: 2354.42 ms [2020-12-21 01:27:15 main:574] : INFO : Epoch 599 | loss: 0.0310135 | val_loss: 0.0312667 | Time: 2406.68 ms [2020-12-21 01:27:18 main:574] : INFO : Epoch 600 | loss: 0.0310108 | val_loss: 0.0312769 | Time: 2372.34 ms [2020-12-21 01:27:20 main:574] : INFO : Epoch 601 | loss: 0.0310105 | val_loss: 0.031298 | Time: 2349.03 ms [2020-12-21 01:27:22 main:574] : INFO : Epoch 602 | loss: 0.0310114 | val_loss: 0.0312714 | Time: 2351.55 ms [2020-12-21 01:27:25 main:574] : INFO : Epoch 603 | loss: 0.031014 | val_loss: 0.031263 | Time: 2336.74 ms [2020-12-21 01:27:27 main:574] : INFO : Epoch 604 | loss: 0.0310183 | val_loss: 0.0312514 | Time: 2322.3 ms [2020-12-21 01:27:29 main:574] : INFO : Epoch 605 | loss: 0.0310308 | val_loss: 0.0313139 | Time: 2368.88 ms [2020-12-21 01:27:32 main:574] : INFO : Epoch 606 | loss: 0.031032 | val_loss: 0.0312432 | Time: 2375.88 ms [2020-12-21 01:27:34 main:574] : INFO : Epoch 607 | loss: 0.0310294 | val_loss: 0.0313021 | Time: 2338.93 ms [2020-12-21 01:27:37 main:574] : INFO : Epoch 608 | loss: 0.0310197 | val_loss: 0.03128 | Time: 2305.45 ms [2020-12-21 01:27:39 main:574] : INFO : Epoch 609 | loss: 0.0310281 | val_loss: 0.0312621 | Time: 2353.77 ms [2020-12-21 01:27:41 main:574] : INFO : Epoch 610 | loss: 0.0310265 | val_loss: 0.0312783 | Time: 2389.93 ms [2020-12-21 01:27:44 main:574] : INFO : Epoch 611 | loss: 0.0310229 | val_loss: 0.0312869 | Time: 2430.58 ms [2020-12-21 01:27:46 main:574] : INFO : Epoch 612 | loss: 0.0310081 | val_loss: 0.0313018 | Time: 2358.09 ms [2020-12-21 01:27:49 main:574] : INFO : Epoch 613 | loss: 0.03101 | val_loss: 0.0312691 | Time: 2367.83 ms [2020-12-21 01:27:51 main:574] : INFO : Epoch 614 | loss: 0.0310097 | val_loss: 0.0312958 | Time: 2385.13 ms [2020-12-21 01:27:53 main:574] : INFO : Epoch 615 | loss: 0.0310132 | val_loss: 0.0312794 | Time: 2374.65 ms [2020-12-21 01:27:56 main:574] : INFO : Epoch 616 | loss: 0.0310116 | val_loss: 0.0312847 | Time: 2356.86 ms [2020-12-21 01:27:58 main:574] : INFO : Epoch 617 | loss: 0.0310089 | val_loss: 0.0312984 | Time: 2312.46 ms [2020-12-21 01:28:00 main:574] : INFO : Epoch 618 | loss: 0.0310094 | val_loss: 0.0312912 | Time: 2314.08 ms [2020-12-21 01:28:03 main:574] : INFO : Epoch 619 | loss: 0.0310122 | val_loss: 0.0312752 | Time: 2340.36 ms [2020-12-21 01:28:05 main:574] : INFO : Epoch 620 | loss: 0.0310168 | val_loss: 0.0312745 | Time: 2390.77 ms [2020-12-21 01:28:08 main:574] : INFO : Epoch 621 | loss: 0.0310244 | val_loss: 0.0312957 | Time: 2469.08 ms [2020-12-21 01:28:10 main:574] : INFO : Epoch 622 | loss: 0.0310356 | val_loss: 0.031273 | Time: 2377.74 ms [2020-12-21 01:28:13 main:574] : INFO : Epoch 623 | loss: 0.0310281 | val_loss: 0.031288 | Time: 2422.85 ms [2020-12-21 01:28:15 main:574] : INFO : Epoch 624 | loss: 0.0310149 | val_loss: 0.0312819 | Time: 2422.07 ms [2020-12-21 01:28:17 main:574] : INFO : Epoch 625 | loss: 0.031013 | val_loss: 0.0312858 | Time: 2379.31 ms [2020-12-21 01:28:20 main:574] : INFO : Epoch 626 | loss: 0.0310095 | val_loss: 0.0312884 | Time: 2348.42 ms [2020-12-21 01:28:22 main:574] : INFO : Epoch 627 | loss: 0.0310067 | val_loss: 0.0312844 | Time: 2346.92 ms [2020-12-21 01:28:24 main:574] : INFO : Epoch 628 | loss: 0.031007 | val_loss: 0.0312839 | Time: 2292.85 ms [2020-12-21 01:28:27 main:574] : INFO : Epoch 629 | loss: 0.0310184 | val_loss: 0.0312646 | Time: 2349.02 ms [2020-12-21 01:28:29 main:574] : INFO : Epoch 630 | loss: 0.0310152 | val_loss: 0.0312791 | Time: 2302.19 ms [2020-12-21 01:28:32 main:574] : INFO : Epoch 631 | loss: 0.031012 | val_loss: 0.0312636 | Time: 2389.72 ms [2020-12-21 01:28:34 main:574] : INFO : Epoch 632 | loss: 0.0310124 | val_loss: 0.0312591 | Time: 2394.11 ms [2020-12-21 01:28:36 main:574] : INFO : Epoch 633 | loss: 0.0310094 | val_loss: 0.0312763 | Time: 2456.06 ms [2020-12-21 01:28:39 main:574] : INFO : Epoch 634 | loss: 0.031015 | val_loss: 0.0312802 | Time: 2314.72 ms [2020-12-21 01:28:41 main:574] : INFO : Epoch 635 | loss: 0.0310078 | val_loss: 0.0312724 | Time: 2299.5 ms [2020-12-21 01:28:44 main:574] : INFO : Epoch 636 | loss: 0.0310138 | val_loss: 0.0312608 | Time: 2338.51 ms [2020-12-21 01:28:46 main:574] : INFO : Epoch 637 | loss: 0.0310227 | val_loss: 0.0312713 | Time: 2251.5 ms [2020-12-21 01:28:48 main:574] : INFO : Epoch 638 | loss: 0.0310313 | val_loss: 0.0312591 | Time: 2308.36 ms [2020-12-21 01:28:50 main:574] : INFO : Epoch 639 | loss: 0.0310176 | val_loss: 0.0312936 | Time: 2312.36 ms [2020-12-21 01:28:53 main:574] : INFO : Epoch 640 | loss: 0.0310175 | val_loss: 0.0312691 | Time: 2343.66 ms [2020-12-21 01:28:55 main:574] : INFO : Epoch 641 | loss: 0.0310149 | val_loss: 0.0312736 | Time: 2343.13 ms [2020-12-21 01:28:58 main:574] : INFO : Epoch 642 | loss: 0.0310132 | val_loss: 0.0312741 | Time: 2340.46 ms [2020-12-21 01:29:00 main:574] : INFO : Epoch 643 | loss: 0.0310184 | val_loss: 0.0312837 | Time: 2294.31 ms [2020-12-21 01:29:02 main:574] : INFO : Epoch 644 | loss: 0.0310139 | val_loss: 0.0312712 | Time: 2318.78 ms [2020-12-21 01:29:05 main:574] : INFO : Epoch 645 | loss: 0.0310224 | val_loss: 0.0312661 | Time: 2326.2 ms [2020-12-21 01:29:07 main:574] : INFO : Epoch 646 | loss: 0.0310175 | val_loss: 0.031274 | Time: 2320.49 ms [2020-12-21 01:29:09 main:574] : INFO : Epoch 647 | loss: 0.031023 | val_loss: 0.0312726 | Time: 2327.64 ms [2020-12-21 01:29:12 main:574] : INFO : Epoch 648 | loss: 0.0310187 | val_loss: 0.0312356 | Time: 2338.36 ms [2020-12-21 01:29:14 main:574] : INFO : Epoch 649 | loss: 0.0310095 | val_loss: 0.0312823 | Time: 2262.81 ms [2020-12-21 01:29:16 main:574] : INFO : Epoch 650 | loss: 0.0310071 | val_loss: 0.0312952 | Time: 2248.21 ms [2020-12-21 01:29:18 main:574] : INFO : Epoch 651 | loss: 0.0310158 | val_loss: 0.0312767 | Time: 2264.29 ms [2020-12-21 01:29:21 main:574] : INFO : Epoch 652 | loss: 0.0310198 | val_loss: 0.0313089 | Time: 2340.85 ms [2020-12-21 01:29:23 main:574] : INFO : Epoch 653 | loss: 0.0310152 | val_loss: 0.0312638 | Time: 2316.85 ms [2020-12-21 01:29:26 main:574] : INFO : Epoch 654 | loss: 0.0310104 | val_loss: 0.0312837 | Time: 2326.81 ms [2020-12-21 01:29:28 main:574] : INFO : Epoch 655 | loss: 0.0310157 | val_loss: 0.0312601 | Time: 2398.86 ms [2020-12-21 01:29:30 main:574] : INFO : Epoch 656 | loss: 0.0310237 | val_loss: 0.0312458 | Time: 2329.79 ms [2020-12-21 01:29:33 main:574] : INFO : Epoch 657 | loss: 0.0310601 | val_loss: 0.0312537 | Time: 2342.44 ms [2020-12-21 01:29:35 main:574] : INFO : Epoch 658 | loss: 0.0310384 | val_loss: 0.031275 | Time: 2284.77 ms [2020-12-21 01:29:37 main:574] : INFO : Epoch 659 | loss: 0.0310177 | val_loss: 0.0312758 | Time: 2285.83 ms [2020-12-21 01:29:40 main:574] : INFO : Epoch 660 | loss: 0.0310157 | val_loss: 0.0312665 | Time: 2323.24 ms [2020-12-21 01:29:42 main:574] : INFO : Epoch 661 | loss: 0.0310133 | val_loss: 0.0312875 | Time: 2342.54 ms [2020-12-21 01:29:44 main:574] : INFO : Epoch 662 | loss: 0.031017 | val_loss: 0.0312702 | Time: 2309.6 ms [2020-12-21 01:29:47 main:574] : INFO : Epoch 663 | loss: 0.0310192 | val_loss: 0.031279 | Time: 2253.63 ms [2020-12-21 01:29:49 main:574] : INFO : Epoch 664 | loss: 0.0310191 | val_loss: 0.0312656 | Time: 2314.39 ms [2020-12-21 01:29:51 main:574] : INFO : Epoch 665 | loss: 0.0310094 | val_loss: 0.0312782 | Time: 2361.21 ms [2020-12-21 01:29:54 main:574] : INFO : Epoch 666 | loss: 0.0310104 | val_loss: 0.0312825 | Time: 2378.99 ms [2020-12-21 01:29:56 main:574] : INFO : Epoch 667 | loss: 0.0310145 | val_loss: 0.0312672 | Time: 2310.46 ms [2020-12-21 01:29:58 main:574] : INFO : Epoch 668 | loss: 0.0310182 | val_loss: 0.0312891 | Time: 2267.14 ms [2020-12-21 01:30:01 main:574] : INFO : Epoch 669 | loss: 0.0310135 | val_loss: 0.0312917 | Time: 2299.37 ms [2020-12-21 01:30:03 main:574] : INFO : Epoch 670 | loss: 0.0310163 | val_loss: 0.0312861 | Time: 2302.81 ms [2020-12-21 01:30:05 main:574] : INFO : Epoch 671 | loss: 0.0310148 | val_loss: 0.0312731 | Time: 2305.54 ms [2020-12-21 01:30:08 main:574] : INFO : Epoch 672 | loss: 0.0310201 | val_loss: 0.0312776 | Time: 2309.81 ms [2020-12-21 01:30:10 main:574] : INFO : Epoch 673 | loss: 0.0310147 | val_loss: 0.0312729 | Time: 2330.4 ms [2020-12-21 01:30:12 main:574] : INFO : Epoch 674 | loss: 0.0310092 | val_loss: 0.0312857 | Time: 2350.08 ms [2020-12-21 01:30:15 main:574] : INFO : Epoch 675 | loss: 0.0310165 | val_loss: 0.0312726 | Time: 2350.17 ms [2020-12-21 01:30:17 main:574] : INFO : Epoch 676 | loss: 0.0310091 | val_loss: 0.0312666 | Time: 2294.29 ms [2020-12-21 01:30:19 main:574] : INFO : Epoch 677 | loss: 0.0310159 | val_loss: 0.0312926 | Time: 2325.41 ms [2020-12-21 01:30:22 main:574] : INFO : Epoch 678 | loss: 0.0310171 | val_loss: 0.0312676 | Time: 2282.42 ms [2020-12-21 01:30:24 main:574] : INFO : Epoch 679 | loss: 0.0310128 | val_loss: 0.0312876 | Time: 2307.57 ms [2020-12-21 01:30:26 main:574] : INFO : Epoch 680 | loss: 0.0310137 | val_loss: 0.0312842 | Time: 2308.98 ms [2020-12-21 01:30:29 main:574] : INFO : Epoch 681 | loss: 0.031012 | val_loss: 0.0312779 | Time: 2391.12 ms [2020-12-21 01:30:31 main:574] : INFO : Epoch 682 | loss: 0.0310131 | val_loss: 0.0312833 | Time: 2421.28 ms [2020-12-21 01:30:34 main:574] : INFO : Epoch 683 | loss: 0.031058 | val_loss: 0.0312506 | Time: 2362.58 ms [2020-12-21 01:30:36 main:574] : INFO : Epoch 684 | loss: 0.0310581 | val_loss: 0.0312757 | Time: 2330.62 ms [2020-12-21 01:30:38 main:574] : INFO : Epoch 685 | loss: 0.031032 | val_loss: 0.0312873 | Time: 2270.19 ms [2020-12-21 01:30:41 main:574] : INFO : Epoch 686 | loss: 0.0310169 | val_loss: 0.0312898 | Time: 2370.92 ms [2020-12-21 01:30:43 main:574] : INFO : Epoch 687 | loss: 0.0310077 | val_loss: 0.0312674 | Time: 2282.1 ms [2020-12-21 01:30:45 main:574] : INFO : Epoch 688 | loss: 0.031007 | val_loss: 0.0312846 | Time: 2346.93 ms [2020-12-21 01:30:48 main:574] : INFO : Epoch 689 | loss: 0.0310147 | val_loss: 0.0312709 | Time: 2319.25 ms [2020-12-21 01:30:50 main:574] : INFO : Epoch 690 | loss: 0.0310106 | val_loss: 0.0312953 | Time: 2329.53 ms [2020-12-21 01:30:53 main:574] : INFO : Epoch 691 | loss: 0.0310094 | val_loss: 0.0313 | Time: 2316.72 ms [2020-12-21 01:30:55 main:574] : INFO : Epoch 692 | loss: 0.0310159 | val_loss: 0.0312881 | Time: 2295.36 ms [2020-12-21 01:30:57 main:574] : INFO : Epoch 693 | loss: 0.031021 | val_loss: 0.0312613 | Time: 2363.51 ms [2020-12-21 01:31:00 main:574] : INFO : Epoch 694 | loss: 0.0310396 | val_loss: 0.0312641 | Time: 2282.08 ms [2020-12-21 01:31:02 main:574] : INFO : Epoch 695 | loss: 0.0310393 | val_loss: 0.0312795 | Time: 2299.48 ms [2020-12-21 01:31:04 main:574] : INFO : Epoch 696 | loss: 0.0310183 | val_loss: 0.0312854 | Time: 2283.63 ms [2020-12-21 01:31:07 main:574] : INFO : Epoch 697 | loss: 0.0310139 | val_loss: 0.0312807 | Time: 2313.21 ms [2020-12-21 01:31:09 main:574] : INFO : Epoch 698 | loss: 0.0310043 | val_loss: 0.0312821 | Time: 2250.98 ms [2020-12-21 01:31:11 main:574] : INFO : Epoch 699 | loss: 0.031011 | val_loss: 0.0312737 | Time: 2356.17 ms [2020-12-21 01:31:13 main:574] : INFO : Epoch 700 | loss: 0.0310136 | val_loss: 0.0312712 | Time: 2319.92 ms [2020-12-21 01:31:16 main:574] : INFO : Epoch 701 | loss: 0.0310264 | val_loss: 0.0312885 | Time: 2311.06 ms [2020-12-21 01:31:18 main:574] : INFO : Epoch 702 | loss: 0.0310186 | val_loss: 0.0312663 | Time: 2322.72 ms [2020-12-21 01:31:21 main:574] : INFO : Epoch 703 | loss: 0.0310128 | val_loss: 0.0312827 | Time: 2334.85 ms [2020-12-21 01:31:23 main:574] : INFO : Epoch 704 | loss: 0.0310098 | val_loss: 0.0312469 | Time: 2310.25 ms [2020-12-21 01:31:25 main:574] : INFO : Epoch 705 | loss: 0.031014 | val_loss: 0.0312761 | Time: 2279.68 ms [2020-12-21 01:31:28 main:574] : INFO : Epoch 706 | loss: 0.0310057 | val_loss: 0.0312951 | Time: 2357.36 ms [2020-12-21 01:31:30 main:574] : INFO : Epoch 707 | loss: 0.0310072 | val_loss: 0.0312785 | Time: 2291.77 ms [2020-12-21 01:31:32 main:574] : INFO : Epoch 708 | loss: 0.031027 | val_loss: 0.0312845 | Time: 2338.66 ms [2020-12-21 01:31:35 main:574] : INFO : Epoch 709 | loss: 0.0310233 | val_loss: 0.0312663 | Time: 2352.35 ms [2020-12-21 01:31:37 main:574] : INFO : Epoch 710 | loss: 0.0310189 | val_loss: 0.0313027 | Time: 2374.83 ms [2020-12-21 01:31:39 main:574] : INFO : Epoch 711 | loss: 0.0310172 | val_loss: 0.0312763 | Time: 2305.9 ms [2020-12-21 01:31:42 main:574] : INFO : Epoch 712 | loss: 0.0310073 | val_loss: 0.0312761 | Time: 2360.83 ms [2020-12-21 01:31:44 main:574] : INFO : Epoch 713 | loss: 0.0310122 | val_loss: 0.0312681 | Time: 2304.16 ms [2020-12-21 01:31:47 main:574] : INFO : Epoch 714 | loss: 0.0310072 | val_loss: 0.0312825 | Time: 2338.04 ms [2020-12-21 01:31:49 main:574] : INFO : Epoch 715 | loss: 0.0310127 | val_loss: 0.0312888 | Time: 2348.09 ms [2020-12-21 01:31:51 main:574] : INFO : Epoch 716 | loss: 0.0310169 | val_loss: 0.0313118 | Time: 2382.65 ms [2020-12-21 01:31:54 main:574] : INFO : Epoch 717 | loss: 0.0310181 | val_loss: 0.0313074 | Time: 2421.35 ms [2020-12-21 01:31:56 main:574] : INFO : Epoch 718 | loss: 0.0310131 | val_loss: 0.0312962 | Time: 2369.07 ms [2020-12-21 01:31:59 main:574] : INFO : Epoch 719 | loss: 0.0310092 | val_loss: 0.031272 | Time: 2319.71 ms [2020-12-21 01:32:01 main:574] : INFO : Epoch 720 | loss: 0.0310029 | val_loss: 0.0312672 | Time: 2343.61 ms [2020-12-21 01:32:03 main:574] : INFO : Epoch 721 | loss: 0.0310212 | val_loss: 0.0312625 | Time: 2392.85 ms [2020-12-21 01:32:06 main:574] : INFO : Epoch 722 | loss: 0.0310197 | val_loss: 0.031265 | Time: 2345.7 ms [2020-12-21 01:32:08 main:574] : INFO : Epoch 723 | loss: 0.031011 | val_loss: 0.0312763 | Time: 2365.7 ms [2020-12-21 01:32:10 main:574] : INFO : Epoch 724 | loss: 0.0310138 | val_loss: 0.0312717 | Time: 2310.16 ms [2020-12-21 01:32:13 main:574] : INFO : Epoch 725 | loss: 0.0310117 | val_loss: 0.0312857 | Time: 2318.32 ms [2020-12-21 01:32:15 main:574] : INFO : Epoch 726 | loss: 0.0310079 | val_loss: 0.0312843 | Time: 2360.35 ms [2020-12-21 01:32:17 main:574] : INFO : Epoch 727 | loss: 0.0310106 | val_loss: 0.0312738 | Time: 2290.98 ms [2020-12-21 01:32:20 main:574] : INFO : Epoch 728 | loss: 0.031008 | val_loss: 0.0312679 | Time: 2355.18 ms [2020-12-21 01:32:22 main:574] : INFO : Epoch 729 | loss: 0.0310056 | val_loss: 0.0312747 | Time: 2292.64 ms [2020-12-21 01:32:25 main:574] : INFO : Epoch 730 | loss: 0.0310119 | val_loss: 0.0313016 | Time: 2347.25 ms [2020-12-21 01:32:27 main:574] : INFO : Epoch 731 | loss: 0.0310161 | val_loss: 0.0313012 | Time: 2400.75 ms [2020-12-21 01:32:30 main:574] : INFO : Epoch 732 | loss: 0.031015 | val_loss: 0.0312674 | Time: 2519.87 ms [2020-12-21 01:32:32 main:574] : INFO : Epoch 733 | loss: 0.0310139 | val_loss: 0.0312668 | Time: 2389.19 ms [2020-12-21 01:32:34 main:574] : INFO : Epoch 734 | loss: 0.0310191 | val_loss: 0.0312472 | Time: 2302.96 ms [2020-12-21 01:32:37 main:574] : INFO : Epoch 735 | loss: 0.0310182 | val_loss: 0.0312774 | Time: 2432.09 ms [2020-12-21 01:32:39 main:574] : INFO : Epoch 736 | loss: 0.0310151 | val_loss: 0.0312871 | Time: 2418.61 ms [2020-12-21 01:32:42 main:574] : INFO : Epoch 737 | loss: 0.031019 | val_loss: 0.0312592 | Time: 2367.06 ms [2020-12-21 01:32:44 main:574] : INFO : Epoch 738 | loss: 0.0310191 | val_loss: 0.0312657 | Time: 2331.25 ms [2020-12-21 01:32:46 main:574] : INFO : Epoch 739 | loss: 0.0310145 | val_loss: 0.0312679 | Time: 2362.09 ms [2020-12-21 01:32:49 main:574] : INFO : Epoch 740 | loss: 0.0310168 | val_loss: 0.0312805 | Time: 2325.38 ms [2020-12-21 01:32:51 main:574] : INFO : Epoch 741 | loss: 0.0310129 | val_loss: 0.0312898 | Time: 2389.3 ms [2020-12-21 01:32:53 main:574] : INFO : Epoch 742 | loss: 0.0310121 | val_loss: 0.0312891 | Time: 2354.96 ms [2020-12-21 01:32:56 main:574] : INFO : Epoch 743 | loss: 0.0310297 | val_loss: 0.0312373 | Time: 2523.23 ms [2020-12-21 01:32:58 main:574] : INFO : Epoch 744 | loss: 0.0310184 | val_loss: 0.0312818 | Time: 2444.63 ms [2020-12-21 01:33:01 main:574] : INFO : Epoch 745 | loss: 0.0310124 | val_loss: 0.0312635 | Time: 2357.88 ms [2020-12-21 01:33:03 main:574] : INFO : Epoch 746 | loss: 0.0310129 | val_loss: 0.0312647 | Time: 2406.63 ms [2020-12-21 01:33:06 main:574] : INFO : Epoch 747 | loss: 0.0310163 | val_loss: 0.0312784 | Time: 2414.04 ms [2020-12-21 01:33:08 main:574] : INFO : Epoch 748 | loss: 0.0310055 | val_loss: 0.0312855 | Time: 2350.38 ms [2020-12-21 01:33:10 main:574] : INFO : Epoch 749 | loss: 0.0310116 | val_loss: 0.0312893 | Time: 2317.94 ms [2020-12-21 01:33:13 main:574] : INFO : Epoch 750 | loss: 0.0310165 | val_loss: 0.0312702 | Time: 2353.08 ms [2020-12-21 01:33:15 main:574] : INFO : Epoch 751 | loss: 0.0310101 | val_loss: 0.0313035 | Time: 2428.08 ms [2020-12-21 01:33:18 main:574] : INFO : Epoch 752 | loss: 0.0310066 | val_loss: 0.031284 | Time: 2321.65 ms [2020-12-21 01:33:20 main:574] : INFO : Epoch 753 | loss: 0.0310102 | val_loss: 0.031273 | Time: 2425.91 ms [2020-12-21 01:33:23 main:574] : INFO : Epoch 754 | loss: 0.0310138 | val_loss: 0.031289 | Time: 2375.88 ms [2020-12-21 01:33:25 main:574] : INFO : Epoch 755 | loss: 0.0310178 | val_loss: 0.0312957 | Time: 2447.48 ms [2020-12-21 01:33:27 main:574] : INFO : Epoch 756 | loss: 0.0310187 | val_loss: 0.0312816 | Time: 2351.62 ms [2020-12-21 01:33:30 main:574] : INFO : Epoch 757 | loss: 0.0310143 | val_loss: 0.0312663 | Time: 2368.59 ms [2020-12-21 01:33:32 main:574] : INFO : Epoch 758 | loss: 0.0310153 | val_loss: 0.0312947 | Time: 2374.54 ms [2020-12-21 01:33:35 main:574] : INFO : Epoch 759 | loss: 0.0310121 | val_loss: 0.0312604 | Time: 2391.16 ms [2020-12-21 01:33:37 main:574] : INFO : Epoch 760 | loss: 0.0310121 | val_loss: 0.0312535 | Time: 2363.32 ms [2020-12-21 01:33:40 main:574] : INFO : Epoch 761 | loss: 0.0310149 | val_loss: 0.0312672 | Time: 2533.73 ms [2020-12-21 01:33:42 main:574] : INFO : Epoch 762 | loss: 0.0310124 | val_loss: 0.0313066 | Time: 2494.14 ms [2020-12-21 01:33:45 main:574] : INFO : Epoch 763 | loss: 0.0310148 | val_loss: 0.031273 | Time: 2511.13 ms [2020-12-21 01:33:47 main:574] : INFO : Epoch 764 | loss: 0.0310172 | val_loss: 0.0312827 | Time: 2361.72 ms [2020-12-21 01:33:49 main:574] : INFO : Epoch 765 | loss: 0.0310093 | val_loss: 0.0312817 | Time: 2378.5 ms [2020-12-21 01:33:52 main:574] : INFO : Epoch 766 | loss: 0.0310116 | val_loss: 0.0312709 | Time: 2527.64 ms [2020-12-21 01:33:54 main:574] : INFO : Epoch 767 | loss: 0.0310163 | val_loss: 0.0312787 | Time: 2511.51 ms [2020-12-21 01:33:57 main:574] : INFO : Epoch 768 | loss: 0.0310108 | val_loss: 0.0312923 | Time: 2480.94 ms [2020-12-21 01:34:00 main:574] : INFO : Epoch 769 | loss: 0.0310098 | val_loss: 0.0312759 | Time: 2460.9 ms [2020-12-21 01:34:02 main:574] : INFO : Epoch 770 | loss: 0.0310078 | val_loss: 0.0312761 | Time: 2694.72 ms [2020-12-21 01:34:05 main:574] : INFO : Epoch 771 | loss: 0.0310145 | val_loss: 0.0312702 | Time: 2550.67 ms [2020-12-21 01:34:07 main:574] : INFO : Epoch 772 | loss: 0.0310121 | val_loss: 0.0312735 | Time: 2550.11 ms [2020-12-21 01:34:10 main:574] : INFO : Epoch 773 | loss: 0.0310094 | val_loss: 0.031294 | Time: 2590.93 ms [2020-12-21 01:34:13 main:574] : INFO : Epoch 774 | loss: 0.0310196 | val_loss: 0.0312895 | Time: 2580.6 ms [2020-12-21 01:34:15 main:574] : INFO : Epoch 775 | loss: 0.0310117 | val_loss: 0.0312905 | Time: 2561.97 ms [2020-12-21 01:34:18 main:574] : INFO : Epoch 776 | loss: 0.0310112 | val_loss: 0.0312738 | Time: 2572.79 ms [2020-12-21 01:34:21 main:574] : INFO : Epoch 777 | loss: 0.031016 | val_loss: 0.0312757 | Time: 2558.19 ms [2020-12-21 01:34:23 main:574] : INFO : Epoch 778 | loss: 0.0310292 | val_loss: 0.0312682 | Time: 2592.13 ms [2020-12-21 01:34:26 main:574] : INFO : Epoch 779 | loss: 0.0310173 | val_loss: 0.0312852 | Time: 2634.51 ms [2020-12-21 01:34:28 main:574] : INFO : Epoch 780 | loss: 0.0310078 | val_loss: 0.0313122 | Time: 2612 ms [2020-12-21 01:34:31 main:574] : INFO : Epoch 781 | loss: 0.031008 | val_loss: 0.031287 | Time: 2532.96 ms [2020-12-21 01:34:34 main:574] : INFO : Epoch 782 | loss: 0.0310101 | val_loss: 0.0312796 | Time: 2547.89 ms [2020-12-21 01:34:36 main:574] : INFO : Epoch 783 | loss: 0.0310108 | val_loss: 0.0312748 | Time: 2607.68 ms [2020-12-21 01:34:39 main:574] : INFO : Epoch 784 | loss: 0.0310131 | val_loss: 0.0312623 | Time: 2643.02 ms [2020-12-21 01:34:41 main:574] : INFO : Epoch 785 | loss: 0.0310077 | val_loss: 0.0312811 | Time: 2651.63 ms [2020-12-21 01:34:44 main:574] : INFO : Epoch 786 | loss: 0.031009 | val_loss: 0.0312674 | Time: 2571.94 ms [2020-12-21 01:34:47 main:574] : INFO : Epoch 787 | loss: 0.0310183 | val_loss: 0.0312977 | Time: 2516.03 ms [2020-12-21 01:34:49 main:574] : INFO : Epoch 788 | loss: 0.0310154 | val_loss: 0.0312918 | Time: 2565.16 ms [2020-12-21 01:34:52 main:574] : INFO : Epoch 789 | loss: 0.0310099 | val_loss: 0.0312736 | Time: 2559.04 ms [2020-12-21 01:34:54 main:574] : INFO : Epoch 790 | loss: 0.031019 | val_loss: 0.0312626 | Time: 2554 ms [2020-12-21 01:34:57 main:574] : INFO : Epoch 791 | loss: 0.0310153 | val_loss: 0.0312913 | Time: 2498.19 ms [2020-12-21 01:34:59 main:574] : INFO : Epoch 792 | loss: 0.0310115 | val_loss: 0.0312744 | Time: 2539.3 ms [2020-12-21 01:35:02 main:574] : INFO : Epoch 793 | loss: 0.0310081 | val_loss: 0.031258 | Time: 2675.36 ms [2020-12-21 01:35:05 main:574] : INFO : Epoch 794 | loss: 0.0310069 | val_loss: 0.0312798 | Time: 2703.74 ms [2020-12-21 01:35:08 main:574] : INFO : Epoch 795 | loss: 0.0310103 | val_loss: 0.0312733 | Time: 2647.07 ms [2020-12-21 01:35:10 main:574] : INFO : Epoch 796 | loss: 0.0310192 | val_loss: 0.0312727 | Time: 2579.63 ms [2020-12-21 01:35:13 main:574] : INFO : Epoch 797 | loss: 0.031021 | val_loss: 0.0312897 | Time: 2603.76 ms [2020-12-21 01:35:15 main:574] : INFO : Epoch 798 | loss: 0.0310292 | val_loss: 0.0312899 | Time: 2620.94 ms [2020-12-21 01:35:18 main:574] : INFO : Epoch 799 | loss: 0.0310192 | val_loss: 0.0312565 | Time: 2463.54 ms [2020-12-21 01:35:20 main:574] : INFO : Epoch 800 | loss: 0.0310083 | val_loss: 0.0312651 | Time: 2491.22 ms [2020-12-21 01:35:23 main:574] : INFO : Epoch 801 | loss: 0.0310053 | val_loss: 0.0312823 | Time: 2513.43 ms [2020-12-21 01:35:26 main:574] : INFO : Epoch 802 | loss: 0.0310056 | val_loss: 0.031279 | Time: 2685.91 ms [2020-12-21 01:35:28 main:574] : INFO : Epoch 803 | loss: 0.0310077 | val_loss: 0.0312821 | Time: 2647.92 ms [2020-12-21 01:35:31 main:574] : INFO : Epoch 804 | loss: 0.0310086 | val_loss: 0.0312786 | Time: 2541.96 ms [2020-12-21 01:35:34 main:574] : INFO : Epoch 805 | loss: 0.03101 | val_loss: 0.0312669 | Time: 2562.53 ms [2020-12-21 01:35:36 main:574] : INFO : Epoch 806 | loss: 0.0310153 | val_loss: 0.0312578 | Time: 2541.61 ms [2020-12-21 01:35:39 main:574] : INFO : Epoch 807 | loss: 0.0310242 | val_loss: 0.0312508 | Time: 2579.88 ms [2020-12-21 01:35:41 main:574] : INFO : Epoch 808 | loss: 0.0310269 | val_loss: 0.0312581 | Time: 2527.78 ms [2020-12-21 01:35:44 main:574] : INFO : Epoch 809 | loss: 0.0310111 | val_loss: 0.0312815 | Time: 2645.9 ms [2020-12-21 01:35:46 main:574] : INFO : Epoch 810 | loss: 0.0310075 | val_loss: 0.0313024 | Time: 2436.61 ms [2020-12-21 01:35:49 main:574] : INFO : Epoch 811 | loss: 0.0309992 | val_loss: 0.0312956 | Time: 2632.5 ms [2020-12-21 01:35:52 main:574] : INFO : Epoch 812 | loss: 0.0310109 | val_loss: 0.0312781 | Time: 2576.54 ms [2020-12-21 01:35:54 main:574] : INFO : Epoch 813 | loss: 0.0310116 | val_loss: 0.0312715 | Time: 2559.33 ms [2020-12-21 01:35:57 main:574] : INFO : Epoch 814 | loss: 0.0310128 | val_loss: 0.0312731 | Time: 2721.1 ms [2020-12-21 01:36:00 main:574] : INFO : Epoch 815 | loss: 0.031017 | val_loss: 0.0312893 | Time: 2663.41 ms [2020-12-21 01:36:02 main:574] : INFO : Epoch 816 | loss: 0.0310136 | val_loss: 0.031277 | Time: 2500.34 ms [2020-12-21 01:36:05 main:574] : INFO : Epoch 817 | loss: 0.0310102 | val_loss: 0.0313134 | Time: 2571.51 ms [2020-12-21 01:36:08 main:574] : INFO : Epoch 818 | loss: 0.0310126 | val_loss: 0.0312569 | Time: 2501.63 ms [2020-12-21 01:36:10 main:574] : INFO : Epoch 819 | loss: 0.031009 | val_loss: 0.0312745 | Time: 2575.56 ms [2020-12-21 01:36:13 main:574] : INFO : Epoch 820 | loss: 0.0310047 | val_loss: 0.0312858 | Time: 2504.2 ms [2020-12-21 01:36:15 main:574] : INFO : Epoch 821 | loss: 0.03101 | val_loss: 0.0312549 | Time: 2679.3 ms [2020-12-21 01:36:18 main:574] : INFO : Epoch 822 | loss: 0.0310084 | val_loss: 0.0312925 | Time: 2549.76 ms [2020-12-21 01:36:20 main:574] : INFO : Epoch 823 | loss: 0.0310037 | val_loss: 0.0312628 | Time: 2465.54 ms [2020-12-21 01:36:23 main:574] : INFO : Epoch 824 | loss: 0.0310066 | val_loss: 0.0312974 | Time: 2566.49 ms [2020-12-21 01:36:26 main:574] : INFO : Epoch 825 | loss: 0.0310112 | val_loss: 0.0312815 | Time: 2449.9 ms [2020-12-21 01:36:28 main:574] : INFO : Epoch 826 | loss: 0.031008 | val_loss: 0.0312615 | Time: 2525.6 ms [2020-12-21 01:36:31 main:574] : INFO : Epoch 827 | loss: 0.0310119 | val_loss: 0.0313086 | Time: 2453.53 ms [2020-12-21 01:36:33 main:574] : INFO : Epoch 828 | loss: 0.031012 | val_loss: 0.0312658 | Time: 2521.33 ms [2020-12-21 01:36:35 main:574] : INFO : Epoch 829 | loss: 0.031015 | val_loss: 0.0313086 | Time: 2368.34 ms [2020-12-21 01:36:38 main:574] : INFO : Epoch 830 | loss: 0.0310089 | val_loss: 0.0312532 | Time: 2552.38 ms [2020-12-21 01:36:41 main:574] : INFO : Epoch 831 | loss: 0.031023 | val_loss: 0.0313004 | Time: 2580.51 ms [2020-12-21 01:36:43 main:574] : INFO : Epoch 832 | loss: 0.0310149 | val_loss: 0.031269 | Time: 2533.41 ms [2020-12-21 01:36:46 main:574] : INFO : Epoch 833 | loss: 0.0310144 | val_loss: 0.0312823 | Time: 2710.68 ms [2020-12-21 01:36:48 main:574] : INFO : Epoch 834 | loss: 0.0310141 | val_loss: 0.0313079 | Time: 2500.87 ms [2020-12-21 01:36:51 main:574] : INFO : Epoch 835 | loss: 0.0310105 | val_loss: 0.0312929 | Time: 2512.7 ms [2020-12-21 01:36:54 main:574] : INFO : Epoch 836 | loss: 0.0310134 | val_loss: 0.0312735 | Time: 2462.17 ms [2020-12-21 01:36:56 main:574] : INFO : Epoch 837 | loss: 0.0310156 | val_loss: 0.0312819 | Time: 2578.94 ms [2020-12-21 01:36:59 main:574] : INFO : Epoch 838 | loss: 0.0310192 | val_loss: 0.0312795 | Time: 2499.81 ms [2020-12-21 01:37:01 main:574] : INFO : Epoch 839 | loss: 0.031015 | val_loss: 0.0312882 | Time: 2569.82 ms [2020-12-21 01:37:04 main:574] : INFO : Epoch 840 | loss: 0.0310497 | val_loss: 0.0312129 | Time: 2624.24 ms [2020-12-21 01:37:06 main:574] : INFO : Epoch 841 | loss: 0.0310864 | val_loss: 0.0312515 | Time: 2457.65 ms [2020-12-21 01:37:09 main:574] : INFO : Epoch 842 | loss: 0.0310469 | val_loss: 0.0312672 | Time: 2580.47 ms [2020-12-21 01:37:12 main:574] : INFO : Epoch 843 | loss: 0.0310214 | val_loss: 0.0312562 | Time: 2591.21 ms [2020-12-21 01:37:14 main:574] : INFO : Epoch 844 | loss: 0.031011 | val_loss: 0.0312623 | Time: 2673.18 ms [2020-12-21 01:37:17 main:574] : INFO : Epoch 845 | loss: 0.0310169 | val_loss: 0.0312911 | Time: 2695.01 ms [2020-12-21 01:37:20 main:574] : INFO : Epoch 846 | loss: 0.0310105 | val_loss: 0.0313152 | Time: 2757.07 ms [2020-12-21 01:37:23 main:574] : INFO : Epoch 847 | loss: 0.0310142 | val_loss: 0.0312534 | Time: 2575.3 ms [2020-12-21 01:37:25 main:574] : INFO : Epoch 848 | loss: 0.0310141 | val_loss: 0.0312917 | Time: 2570.65 ms [2020-12-21 01:37:28 main:574] : INFO : Epoch 849 | loss: 0.0310117 | val_loss: 0.0312985 | Time: 2642.7 ms [2020-12-21 01:37:30 main:574] : INFO : Epoch 850 | loss: 0.0310102 | val_loss: 0.0312821 | Time: 2606.68 ms [2020-12-21 01:37:33 main:574] : INFO : Epoch 851 | loss: 0.0310099 | val_loss: 0.0312732 | Time: 2579.83 ms [2020-12-21 01:37:36 main:574] : INFO : Epoch 852 | loss: 0.0310135 | val_loss: 0.0313275 | Time: 2675.06 ms [2020-12-21 01:37:38 main:574] : INFO : Epoch 853 | loss: 0.0310109 | val_loss: 0.0312853 | Time: 2555.06 ms [2020-12-21 01:37:41 main:574] : INFO : Epoch 854 | loss: 0.0310272 | val_loss: 0.0312435 | Time: 2590.75 ms [2020-12-21 01:37:44 main:574] : INFO : Epoch 855 | loss: 0.0310241 | val_loss: 0.0312707 | Time: 2710.73 ms [2020-12-21 01:37:46 main:574] : INFO : Epoch 856 | loss: 0.0310209 | val_loss: 0.0312472 | Time: 2540.07 ms [2020-12-21 01:37:49 main:574] : INFO : Epoch 857 | loss: 0.0310162 | val_loss: 0.0313079 | Time: 2606.93 ms [2020-12-21 01:37:51 main:574] : INFO : Epoch 858 | loss: 0.0310174 | val_loss: 0.0312712 | Time: 2594.19 ms [2020-12-21 01:37:54 main:574] : INFO : Epoch 859 | loss: 0.0310078 | val_loss: 0.0312737 | Time: 2583.5 ms [2020-12-21 01:37:57 main:574] : INFO : Epoch 860 | loss: 0.031008 | val_loss: 0.0312931 | Time: 2539.23 ms [2020-12-21 01:37:59 main:574] : INFO : Epoch 861 | loss: 0.0310124 | val_loss: 0.0312632 | Time: 2518.38 ms [2020-12-21 01:38:02 main:574] : INFO : Epoch 862 | loss: 0.0310164 | val_loss: 0.0312868 | Time: 2729.1 ms [2020-12-21 01:38:05 main:574] : INFO : Epoch 863 | loss: 0.0310119 | val_loss: 0.031265 | Time: 2774.74 ms [2020-12-21 01:38:08 main:574] : INFO : Epoch 864 | loss: 0.0310068 | val_loss: 0.0312918 | Time: 2698.85 ms [2020-12-21 01:38:10 main:574] : INFO : Epoch 865 | loss: 0.0310092 | val_loss: 0.0312756 | Time: 2728.89 ms [2020-12-21 01:38:13 main:574] : INFO : Epoch 866 | loss: 0.0310126 | val_loss: 0.0312572 | Time: 2712.03 ms [2020-12-21 01:38:16 main:574] : INFO : Epoch 867 | loss: 0.0310165 | val_loss: 0.0312844 | Time: 2672.88 ms [2020-12-21 01:38:18 main:574] : INFO : Epoch 868 | loss: 0.0310079 | val_loss: 0.0312776 | Time: 2584.1 ms [2020-12-21 01:38:21 main:574] : INFO : Epoch 869 | loss: 0.0310186 | val_loss: 0.0312704 | Time: 2786.04 ms [2020-12-21 01:38:24 main:574] : INFO : Epoch 870 | loss: 0.0310188 | val_loss: 0.031261 | Time: 2658.3 ms [2020-12-21 01:38:27 main:574] : INFO : Epoch 871 | loss: 0.0310172 | val_loss: 0.0312707 | Time: 2597.84 ms [2020-12-21 01:38:29 main:574] : INFO : Epoch 872 | loss: 0.0310144 | val_loss: 0.0312791 | Time: 2652.39 ms [2020-12-21 01:38:32 main:574] : INFO : Epoch 873 | loss: 0.0310156 | val_loss: 0.0312642 | Time: 2621.4 ms [2020-12-21 01:38:34 main:574] : INFO : Epoch 874 | loss: 0.031012 | val_loss: 0.031257 | Time: 2563.66 ms [2020-12-21 01:38:37 main:574] : INFO : Epoch 875 | loss: 0.0310191 | val_loss: 0.0312519 | Time: 2586.82 ms [2020-12-21 01:38:40 main:574] : INFO : Epoch 876 | loss: 0.0310154 | val_loss: 0.0312775 | Time: 2496.26 ms [2020-12-21 01:38:42 main:574] : INFO : Epoch 877 | loss: 0.0310062 | val_loss: 0.0313086 | Time: 2628.27 ms [2020-12-21 01:38:45 main:574] : INFO : Epoch 878 | loss: 0.0310091 | val_loss: 0.0312798 | Time: 2628.59 ms [2020-12-21 01:38:47 main:574] : INFO : Epoch 879 | loss: 0.0310118 | val_loss: 0.031303 | Time: 2465.03 ms [2020-12-21 01:38:50 main:574] : INFO : Epoch 880 | loss: 0.0310102 | val_loss: 0.0312826 | Time: 2580.36 ms [2020-12-21 01:38:53 main:574] : INFO : Epoch 881 | loss: 0.0310116 | val_loss: 0.0312673 | Time: 2591.2 ms [2020-12-21 01:38:55 main:574] : INFO : Epoch 882 | loss: 0.0310094 | val_loss: 0.0312866 | Time: 2513.28 ms [2020-12-21 01:38:58 main:574] : INFO : Epoch 883 | loss: 0.0310069 | val_loss: 0.0313027 | Time: 2518.83 ms [2020-12-21 01:39:00 main:574] : INFO : Epoch 884 | loss: 0.0310178 | val_loss: 0.0312795 | Time: 2505.33 ms [2020-12-21 01:39:03 main:574] : INFO : Epoch 885 | loss: 0.031018 | val_loss: 0.0312893 | Time: 2537.07 ms [2020-12-21 01:39:06 main:574] : INFO : Epoch 886 | loss: 0.031021 | val_loss: 0.031291 | Time: 2639.59 ms [2020-12-21 01:39:08 main:574] : INFO : Epoch 887 | loss: 0.0310109 | val_loss: 0.0312624 | Time: 2471.86 ms [2020-12-21 01:39:11 main:574] : INFO : Epoch 888 | loss: 0.0310377 | val_loss: 0.0312423 | Time: 2676.31 ms [2020-12-21 01:39:13 main:574] : INFO : Epoch 889 | loss: 0.0310363 | val_loss: 0.0312643 | Time: 2615.61 ms [2020-12-21 01:39:16 main:574] : INFO : Epoch 890 | loss: 0.0310174 | val_loss: 0.0312984 | Time: 2606.38 ms [2020-12-21 01:39:19 main:574] : INFO : Epoch 891 | loss: 0.0310104 | val_loss: 0.0312789 | Time: 2607.56 ms [2020-12-21 01:39:21 main:574] : INFO : Epoch 892 | loss: 0.0310176 | val_loss: 0.0312458 | Time: 2535.09 ms [2020-12-21 01:39:24 main:574] : INFO : Epoch 893 | loss: 0.0310223 | val_loss: 0.0312685 | Time: 2500.04 ms [2020-12-21 01:39:26 main:574] : INFO : Epoch 894 | loss: 0.0310111 | val_loss: 0.0312767 | Time: 2593.01 ms [2020-12-21 01:39:29 main:574] : INFO : Epoch 895 | loss: 0.0310113 | val_loss: 0.0312712 | Time: 2470.9 ms [2020-12-21 01:39:31 main:574] : INFO : Epoch 896 | loss: 0.0310069 | val_loss: 0.031298 | Time: 2531.15 ms [2020-12-21 01:39:34 main:574] : INFO : Epoch 897 | loss: 0.0310144 | val_loss: 0.0312611 | Time: 2743.53 ms [2020-12-21 01:39:37 main:574] : INFO : Epoch 898 | loss: 0.0310204 | val_loss: 0.0312745 | Time: 2598.93 ms [2020-12-21 01:39:39 main:574] : INFO : Epoch 899 | loss: 0.0310249 | val_loss: 0.0312791 | Time: 2672.6 ms [2020-12-21 01:39:42 main:574] : INFO : Epoch 900 | loss: 0.0310115 | val_loss: 0.0312899 | Time: 2566.35 ms [2020-12-21 01:39:45 main:574] : INFO : Epoch 901 | loss: 0.0310099 | val_loss: 0.0312751 | Time: 2441.55 ms [2020-12-21 01:39:47 main:574] : INFO : Epoch 902 | loss: 0.0310117 | val_loss: 0.0312755 | Time: 2546.17 ms [2020-12-21 01:39:50 main:574] : INFO : Epoch 903 | loss: 0.0310139 | val_loss: 0.0312977 | Time: 2467.18 ms [2020-12-21 01:39:52 main:574] : INFO : Epoch 904 | loss: 0.0310102 | val_loss: 0.0312861 | Time: 2602.94 ms [2020-12-21 01:39:55 main:574] : INFO : Epoch 905 | loss: 0.0310225 | val_loss: 0.0312664 | Time: 2619.44 ms [2020-12-21 01:39:58 main:574] : INFO : Epoch 906 | loss: 0.0310114 | val_loss: 0.0312861 | Time: 2580.07 ms [2020-12-21 01:40:00 main:574] : INFO : Epoch 907 | loss: 0.0310077 | val_loss: 0.0312934 | Time: 2550.08 ms [2020-12-21 01:40:03 main:574] : INFO : Epoch 908 | loss: 0.0310043 | val_loss: 0.0313006 | Time: 2519.77 ms [2020-12-21 01:40:05 main:574] : INFO : Epoch 909 | loss: 0.0310014 | val_loss: 0.0312742 | Time: 2468.8 ms [2020-12-21 01:40:08 main:574] : INFO : Epoch 910 | loss: 0.0310093 | val_loss: 0.0312741 | Time: 2456.86 ms [2020-12-21 01:40:10 main:574] : INFO : Epoch 911 | loss: 0.031011 | val_loss: 0.0313107 | Time: 2567.52 ms [2020-12-21 01:40:13 main:574] : INFO : Epoch 912 | loss: 0.0310087 | val_loss: 0.0312751 | Time: 2508.28 ms [2020-12-21 01:40:15 main:574] : INFO : Epoch 913 | loss: 0.0310122 | val_loss: 0.0312671 | Time: 2508.61 ms [2020-12-21 01:40:18 main:574] : INFO : Epoch 914 | loss: 0.0310105 | val_loss: 0.0312757 | Time: 2596.4 ms [2020-12-21 01:40:20 main:574] : INFO : Epoch 915 | loss: 0.0310114 | val_loss: 0.0312956 | Time: 2531.18 ms [2020-12-21 01:40:23 main:574] : INFO : Epoch 916 | loss: 0.0310128 | val_loss: 0.0312564 | Time: 2468.83 ms [2020-12-21 01:40:25 main:574] : INFO : Epoch 917 | loss: 0.0310157 | val_loss: 0.0312903 | Time: 2505.92 ms [2020-12-21 01:40:28 main:574] : INFO : Epoch 918 | loss: 0.0310074 | val_loss: 0.0313154 | Time: 2538.45 ms [2020-12-21 01:40:31 main:574] : INFO : Epoch 919 | loss: 0.0310056 | val_loss: 0.0312873 | Time: 2507.46 ms [2020-12-21 01:40:33 main:574] : INFO : Epoch 920 | loss: 0.031006 | val_loss: 0.0312834 | Time: 2474.65 ms [2020-12-21 01:40:36 main:574] : INFO : Epoch 921 | loss: 0.0310074 | val_loss: 0.0312938 | Time: 2496.98 ms [2020-12-21 01:40:38 main:574] : INFO : Epoch 922 | loss: 0.0310174 | val_loss: 0.0312717 | Time: 2446.29 ms [2020-12-21 01:40:41 main:574] : INFO : Epoch 923 | loss: 0.0310204 | val_loss: 0.0312681 | Time: 2572.1 ms [2020-12-21 01:40:43 main:574] : INFO : Epoch 924 | loss: 0.0310195 | val_loss: 0.0312814 | Time: 2473.66 ms [2020-12-21 01:40:46 main:574] : INFO : Epoch 925 | loss: 0.0310186 | val_loss: 0.0312602 | Time: 2533.31 ms [2020-12-21 01:40:48 main:574] : INFO : Epoch 926 | loss: 0.031009 | val_loss: 0.0312866 | Time: 2525.27 ms [2020-12-21 01:40:51 main:574] : INFO : Epoch 927 | loss: 0.0310173 | val_loss: 0.0312757 | Time: 2471.27 ms [2020-12-21 01:40:53 main:574] : INFO : Epoch 928 | loss: 0.0310108 | val_loss: 0.0312937 | Time: 2470.91 ms [2020-12-21 01:40:56 main:574] : INFO : Epoch 929 | loss: 0.0310173 | val_loss: 0.0312616 | Time: 2473.08 ms [2020-12-21 01:40:58 main:574] : INFO : Epoch 930 | loss: 0.0310272 | val_loss: 0.0312662 | Time: 2488.28 ms [2020-12-21 01:41:01 main:574] : INFO : Epoch 931 | loss: 0.0310166 | val_loss: 0.0312749 | Time: 2555.73 ms [2020-12-21 01:41:04 main:574] : INFO : Epoch 932 | loss: 0.0310083 | val_loss: 0.0312813 | Time: 2542.08 ms [2020-12-21 01:41:06 main:574] : INFO : Epoch 933 | loss: 0.0310139 | val_loss: 0.0313005 | Time: 2578.63 ms [2020-12-21 01:41:09 main:574] : INFO : Epoch 934 | loss: 0.0310122 | val_loss: 0.0313069 | Time: 2500.39 ms [2020-12-21 01:41:11 main:574] : INFO : Epoch 935 | loss: 0.0310077 | val_loss: 0.0312921 | Time: 2522.78 ms [2020-12-21 01:41:14 main:574] : INFO : Epoch 936 | loss: 0.0310054 | val_loss: 0.0312678 | Time: 2445.33 ms [2020-12-21 01:41:16 main:574] : INFO : Epoch 937 | loss: 0.0310381 | val_loss: 0.0312329 | Time: 2561.2 ms [2020-12-21 01:41:19 main:574] : INFO : Epoch 938 | loss: 0.0310716 | val_loss: 0.0312712 | Time: 2560.1 ms [2020-12-21 01:41:21 main:574] : INFO : Epoch 939 | loss: 0.0310407 | val_loss: 0.031288 | Time: 2472.34 ms [2020-12-21 01:41:24 main:574] : INFO : Epoch 940 | loss: 0.0310209 | val_loss: 0.031282 | Time: 2423.86 ms [2020-12-21 01:41:26 main:574] : INFO : Epoch 941 | loss: 0.0310163 | val_loss: 0.0312808 | Time: 2502.92 ms [2020-12-21 01:41:29 main:574] : INFO : Epoch 942 | loss: 0.0310115 | val_loss: 0.0312849 | Time: 2518.94 ms [2020-12-21 01:41:32 main:574] : INFO : Epoch 943 | loss: 0.0310132 | val_loss: 0.0312496 | Time: 2484.38 ms [2020-12-21 01:41:34 main:574] : INFO : Epoch 944 | loss: 0.0310132 | val_loss: 0.0312654 | Time: 2626.63 ms [2020-12-21 01:41:37 main:574] : INFO : Epoch 945 | loss: 0.0310293 | val_loss: 0.0312855 | Time: 2472.65 ms [2020-12-21 01:41:39 main:574] : INFO : Epoch 946 | loss: 0.0310278 | val_loss: 0.0312351 | Time: 2571.81 ms [2020-12-21 01:41:42 main:574] : INFO : Epoch 947 | loss: 0.0310262 | val_loss: 0.0312614 | Time: 2595.61 ms [2020-12-21 01:41:44 main:574] : INFO : Epoch 948 | loss: 0.031025 | val_loss: 0.0312915 | Time: 2549.27 ms [2020-12-21 01:41:47 main:574] : INFO : Epoch 949 | loss: 0.0310075 | val_loss: 0.0312777 | Time: 2651.54 ms [2020-12-21 01:41:50 main:574] : INFO : Epoch 950 | loss: 0.0310088 | val_loss: 0.0312772 | Time: 2576.11 ms [2020-12-21 01:41:52 main:574] : INFO : Epoch 951 | loss: 0.0310105 | val_loss: 0.0313025 | Time: 2553.39 ms [2020-12-21 01:41:55 main:574] : INFO : Epoch 952 | loss: 0.0310092 | val_loss: 0.0312719 | Time: 2493.67 ms [2020-12-21 01:41:57 main:574] : INFO : Epoch 953 | loss: 0.0310158 | val_loss: 0.0312779 | Time: 2558.82 ms [2020-12-21 01:42:00 main:574] : INFO : Epoch 954 | loss: 0.0310111 | val_loss: 0.03127 | Time: 2520.96 ms [2020-12-21 01:42:03 main:574] : INFO : Epoch 955 | loss: 0.0310101 | val_loss: 0.0312654 | Time: 2541.53 ms [2020-12-21 01:42:05 main:574] : INFO : Epoch 956 | loss: 0.0310156 | val_loss: 0.0312711 | Time: 2683.61 ms [2020-12-21 01:42:08 main:574] : INFO : Epoch 957 | loss: 0.0310195 | val_loss: 0.0312925 | Time: 2597.4 ms [2020-12-21 01:42:11 main:574] : INFO : Epoch 958 | loss: 0.0310133 | val_loss: 0.0312862 | Time: 2577.02 ms [2020-12-21 01:42:13 main:574] : INFO : Epoch 959 | loss: 0.0310158 | val_loss: 0.0312721 | Time: 2503.74 ms [2020-12-21 01:42:16 main:574] : INFO : Epoch 960 | loss: 0.0310257 | val_loss: 0.0312574 | Time: 2603.33 ms [2020-12-21 01:42:18 main:574] : INFO : Epoch 961 | loss: 0.0310198 | val_loss: 0.0312728 | Time: 2501.82 ms [2020-12-21 01:42:21 main:574] : INFO : Epoch 962 | loss: 0.0310133 | val_loss: 0.0312719 | Time: 2448.01 ms [2020-12-21 01:42:23 main:574] : INFO : Epoch 963 | loss: 0.0310144 | val_loss: 0.0312692 | Time: 2562.41 ms [2020-12-21 01:42:26 main:574] : INFO : Epoch 964 | loss: 0.0310762 | val_loss: 0.0312394 | Time: 2577.44 ms [2020-12-21 01:42:29 main:574] : INFO : Epoch 965 | loss: 0.0310971 | val_loss: 0.0312338 | Time: 2576 ms [2020-12-21 01:42:31 main:574] : INFO : Epoch 966 | loss: 0.0310639 | val_loss: 0.031254 | Time: 2694.24 ms [2020-12-21 01:42:34 main:574] : INFO : Epoch 967 | loss: 0.0310347 | val_loss: 0.0312561 | Time: 2542.3 ms [2020-12-21 01:42:36 main:574] : INFO : Epoch 968 | loss: 0.0310248 | val_loss: 0.0312568 | Time: 2469.45 ms [2020-12-21 01:42:39 main:574] : INFO : Epoch 969 | loss: 0.0310191 | val_loss: 0.031267 | Time: 2502.34 ms [2020-12-21 01:42:41 main:574] : INFO : Epoch 970 | loss: 0.0310148 | val_loss: 0.031283 | Time: 2448.61 ms [2020-12-21 01:42:44 main:574] : INFO : Epoch 971 | loss: 0.0310122 | val_loss: 0.0312862 | Time: 2526.52 ms [2020-12-21 01:42:47 main:574] : INFO : Epoch 972 | loss: 0.0310118 | val_loss: 0.0312806 | Time: 2609.45 ms [2020-12-21 01:42:49 main:574] : INFO : Epoch 973 | loss: 0.0310514 | val_loss: 0.0312571 | Time: 2615.56 ms [2020-12-21 01:42:52 main:574] : INFO : Epoch 974 | loss: 0.0310358 | val_loss: 0.0312837 | Time: 2549.11 ms [2020-12-21 01:42:54 main:574] : INFO : Epoch 975 | loss: 0.0310294 | val_loss: 0.0312622 | Time: 2523.83 ms [2020-12-21 01:42:57 main:574] : INFO : Epoch 976 | loss: 0.0310267 | val_loss: 0.0312846 | Time: 2500.06 ms [2020-12-21 01:42:59 main:574] : INFO : Epoch 977 | loss: 0.0310184 | val_loss: 0.0312905 | Time: 2548.2 ms [2020-12-21 01:43:02 main:574] : INFO : Epoch 978 | loss: 0.0310177 | val_loss: 0.0312747 | Time: 2631.66 ms [2020-12-21 01:43:05 main:574] : INFO : Epoch 979 | loss: 0.0310082 | val_loss: 0.0313085 | Time: 2633.87 ms [2020-12-21 01:43:07 main:574] : INFO : Epoch 980 | loss: 0.0310038 | val_loss: 0.0312929 | Time: 2617.75 ms [2020-12-21 01:43:10 main:574] : INFO : Epoch 981 | loss: 0.0310163 | val_loss: 0.0313116 | Time: 2678.36 ms [2020-12-21 01:43:13 main:574] : INFO : Epoch 982 | loss: 0.0310179 | val_loss: 0.0312507 | Time: 2540.24 ms [2020-12-21 01:43:15 main:574] : INFO : Epoch 983 | loss: 0.031019 | val_loss: 0.0312718 | Time: 2681.19 ms [2020-12-21 01:43:18 main:574] : INFO : Epoch 984 | loss: 0.0310135 | val_loss: 0.0312978 | Time: 2651.84 ms [2020-12-21 01:43:21 main:574] : INFO : Epoch 985 | loss: 0.0310136 | val_loss: 0.0312857 | Time: 2562.48 ms [2020-12-21 01:43:23 main:574] : INFO : Epoch 986 | loss: 0.0310049 | val_loss: 0.0312747 | Time: 2664.23 ms [2020-12-21 01:43:26 main:574] : INFO : Epoch 987 | loss: 0.0310139 | val_loss: 0.0312753 | Time: 2596.2 ms [2020-12-21 01:43:29 main:574] : INFO : Epoch 988 | loss: 0.0310143 | val_loss: 0.0312757 | Time: 2574.66 ms [2020-12-21 01:43:31 main:574] : INFO : Epoch 989 | loss: 0.0310225 | val_loss: 0.0313042 | Time: 2553.67 ms [2020-12-21 01:43:34 main:574] : INFO : Epoch 990 | loss: 0.0310139 | val_loss: 0.0312938 | Time: 2570.7 ms [2020-12-21 01:43:36 main:574] : INFO : Epoch 991 | loss: 0.031013 | val_loss: 0.0312982 | Time: 2718.32 ms [2020-12-21 01:43:39 main:574] : INFO : Epoch 992 | loss: 0.0310061 | val_loss: 0.0312929 | Time: 2725.04 ms [2020-12-21 01:43:42 main:574] : INFO : Epoch 993 | loss: 0.0310096 | val_loss: 0.0312885 | Time: 2638.92 ms [2020-12-21 01:43:45 main:574] : INFO : Epoch 994 | loss: 0.0310166 | val_loss: 0.0312983 | Time: 2650.59 ms [2020-12-21 01:43:47 main:574] : INFO : Epoch 995 | loss: 0.0310254 | val_loss: 0.03127 | Time: 2567.42 ms [2020-12-21 01:43:50 main:574] : INFO : Epoch 996 | loss: 0.0310116 | val_loss: 0.031274 | Time: 2563.69 ms [2020-12-21 01:43:52 main:574] : INFO : Epoch 997 | loss: 0.0310039 | val_loss: 0.0312824 | Time: 2641.33 ms [2020-12-21 01:43:55 main:574] : INFO : Epoch 998 | loss: 0.0310078 | val_loss: 0.0312695 | Time: 2617.89 ms [2020-12-21 01:43:58 main:574] : INFO : Epoch 999 | loss: 0.0310053 | val_loss: 0.0312661 | Time: 2673.99 ms [2020-12-21 01:44:01 main:574] : INFO : Epoch 1000 | loss: 0.0310359 | val_loss: 0.0312803 | Time: 2684.26 ms [2020-12-21 01:44:03 main:574] : INFO : Epoch 1001 | loss: 0.0310222 | val_loss: 0.0312717 | Time: 2574.66 ms [2020-12-21 01:44:06 main:574] : INFO : Epoch 1002 | loss: 0.0310154 | val_loss: 0.0312685 | Time: 2562.29 ms [2020-12-21 01:44:08 main:574] : INFO : Epoch 1003 | loss: 0.0310113 | val_loss: 0.0312664 | Time: 2596.03 ms [2020-12-21 01:44:11 main:574] : INFO : Epoch 1004 | loss: 0.0310117 | val_loss: 0.031286 | Time: 2648.38 ms [2020-12-21 01:44:14 main:574] : INFO : Epoch 1005 | loss: 0.0310146 | val_loss: 0.0312701 | Time: 2729.22 ms [2020-12-21 01:44:16 main:574] : INFO : Epoch 1006 | loss: 0.0310202 | val_loss: 0.0312434 | Time: 2598 ms [2020-12-21 01:44:19 main:574] : INFO : Epoch 1007 | loss: 0.0310449 | val_loss: 0.0312802 | Time: 2530.18 ms [2020-12-21 01:44:22 main:574] : INFO : Epoch 1008 | loss: 0.0310271 | val_loss: 0.0312825 | Time: 2596.26 ms [2020-12-21 01:44:24 main:574] : INFO : Epoch 1009 | loss: 0.0310141 | val_loss: 0.0312809 | Time: 2615.6 ms [2020-12-21 01:44:27 main:574] : INFO : Epoch 1010 | loss: 0.0310054 | val_loss: 0.0312764 | Time: 2570.06 ms [2020-12-21 01:44:30 main:574] : INFO : Epoch 1011 | loss: 0.0310088 | val_loss: 0.0312891 | Time: 2639.97 ms [2020-12-21 01:44:32 main:574] : INFO : Epoch 1012 | loss: 0.0310109 | val_loss: 0.0312932 | Time: 2478.9 ms [2020-12-21 01:44:35 main:574] : INFO : Epoch 1013 | loss: 0.0310023 | val_loss: 0.0312695 | Time: 2705.67 ms [2020-12-21 01:44:37 main:574] : INFO : Epoch 1014 | loss: 0.0310094 | val_loss: 0.0312802 | Time: 2475.22 ms [2020-12-21 01:44:40 main:574] : INFO : Epoch 1015 | loss: 0.0310131 | val_loss: 0.0312978 | Time: 2522.17 ms [2020-12-21 01:44:42 main:574] : INFO : Epoch 1016 | loss: 0.0310061 | val_loss: 0.0312724 | Time: 2529.53 ms [2020-12-21 01:44:45 main:574] : INFO : Epoch 1017 | loss: 0.0310094 | val_loss: 0.0312787 | Time: 2539.5 ms [2020-12-21 01:44:47 main:574] : INFO : Epoch 1018 | loss: 0.0310249 | val_loss: 0.0313011 | Time: 2545.91 ms [2020-12-21 01:44:50 main:574] : INFO : Epoch 1019 | loss: 0.0310215 | val_loss: 0.0312916 | Time: 2506.8 ms [2020-12-21 01:44:53 main:574] : INFO : Epoch 1020 | loss: 0.0310195 | val_loss: 0.0312834 | Time: 2483.78 ms [2020-12-21 01:44:55 main:574] : INFO : Epoch 1021 | loss: 0.031013 | val_loss: 0.0313274 | Time: 2491.17 ms [2020-12-21 01:44:58 main:574] : INFO : Epoch 1022 | loss: 0.0310211 | val_loss: 0.0312865 | Time: 2486.18 ms [2020-12-21 01:45:00 main:574] : INFO : Epoch 1023 | loss: 0.0310179 | val_loss: 0.0312543 | Time: 2557.23 ms [2020-12-21 01:45:03 main:574] : INFO : Epoch 1024 | loss: 0.0310137 | val_loss: 0.0312906 | Time: 2449.26 ms [2020-12-21 01:45:03 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312906 [2020-12-21 01:45:03 main:603] : INFO : Saving end state to config to file [2020-12-21 01:45:03 main:608] : INFO : Success, exiting.. 01:45:03 (14212): 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)