Task 3741022
| Name | ParityMachine-1606531247-22100-13_0 |
| Workunit | 1922236 |
| Created | 20 Jan 2021, 5:59:17 UTC |
| Sent | 22 Jan 2021, 12:02:45 UTC |
| Report deadline | 29 Jan 2021, 12:02:45 UTC |
| Received | 22 Jan 2021, 17:37:31 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2158 |
| Run time | 40 min 41 sec |
| CPU time | 35 min 5 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 8,879.79 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.67 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: 0.0311857 | val_loss: 0.0311896 | Time: 2328.3 ms [2021-01-22 09:17:01 main:574] : INFO : Epoch 515 | loss: 0.0311855 | val_loss: 0.0311896 | Time: 2359.24 ms [2021-01-22 09:17:03 main:574] : INFO : Epoch 516 | loss: 0.0311845 | val_loss: 0.0311887 | Time: 2266.66 ms [2021-01-22 09:17:06 main:574] : INFO : Epoch 517 | loss: 0.0311855 | val_loss: 0.0311894 | Time: 2386.05 ms [2021-01-22 09:17:08 main:574] : INFO : Epoch 518 | loss: 0.0311858 | val_loss: 0.031189 | Time: 2337.88 ms [2021-01-22 09:17:11 main:574] : INFO : Epoch 519 | loss: 0.0311877 | val_loss: 0.0311915 | Time: 2311.7 ms [2021-01-22 09:17:13 main:574] : INFO : Epoch 520 | loss: 0.0311868 | val_loss: 0.0311902 | Time: 2387.06 ms [2021-01-22 09:17:16 main:574] : INFO : Epoch 521 | loss: 0.0311857 | val_loss: 0.0311907 | Time: 2347.38 ms [2021-01-22 09:17:18 main:574] : INFO : Epoch 522 | loss: 0.0311857 | val_loss: 0.0311934 | Time: 2265.67 ms [2021-01-22 09:17:20 main:574] : INFO : Epoch 523 | loss: 0.0311889 | val_loss: 0.0311893 | Time: 2235.55 ms [2021-01-22 09:17:22 main:574] : INFO : Epoch 524 | loss: 0.0311871 | val_loss: 0.0311924 | Time: 2269.74 ms [2021-01-22 09:17:25 main:574] : INFO : Epoch 525 | loss: 0.0311862 | val_loss: 0.0311898 | Time: 2422.59 ms [2021-01-22 09:17:27 main:574] : INFO : Epoch 526 | loss: 0.0311872 | val_loss: 0.0311982 | Time: 2328.34 ms [2021-01-22 09:17:30 main:574] : INFO : Epoch 527 | loss: 0.0311858 | val_loss: 0.0311915 | Time: 2390 ms [2021-01-22 09:17:32 main:574] : INFO : Epoch 528 | loss: 0.0311856 | val_loss: 0.0311881 | Time: 2264.72 ms [2021-01-22 09:17:35 main:574] : INFO : Epoch 529 | loss: 0.0311862 | val_loss: 0.0311941 | Time: 2346.06 ms [2021-01-22 09:17:37 main:574] : INFO : Epoch 530 | loss: 0.0311868 | val_loss: 0.0311889 | Time: 2258.82 ms [2021-01-22 09:17:39 main:574] : INFO : Epoch 531 | loss: 0.0311855 | val_loss: 0.0311927 | Time: 2333.05 ms [2021-01-22 09:17:42 main:574] : INFO : Epoch 532 | loss: 0.0311855 | val_loss: 0.0311892 | Time: 2237.35 ms [2021-01-22 09:17:44 main:574] : INFO : Epoch 533 | loss: 0.0311845 | val_loss: 0.0311899 | Time: 2219.21 ms [2021-01-22 09:17:46 main:574] : INFO : Epoch 534 | loss: 0.031187 | val_loss: 0.0311928 | Time: 2372.22 ms [2021-01-22 09:17:49 main:574] : INFO : Epoch 535 | loss: 0.0311856 | val_loss: 0.0311892 | Time: 2274.36 ms [2021-01-22 09:17:51 main:574] : INFO : Epoch 536 | loss: 0.0311867 | val_loss: 0.0311897 | Time: 2341.33 ms [2021-01-22 09:17:53 main:574] : INFO : Epoch 537 | loss: 0.03119 | val_loss: 0.0311947 | Time: 2239.42 ms [2021-01-22 09:17:56 main:574] : INFO : Epoch 538 | loss: 0.0311904 | val_loss: 0.0311942 | Time: 2288.12 ms [2021-01-22 09:17:58 main:574] : INFO : Epoch 539 | loss: 0.0311865 | val_loss: 0.0311915 | Time: 2261.08 ms [2021-01-22 09:18:00 main:574] : INFO : Epoch 540 | loss: 0.0311866 | val_loss: 0.0311926 | Time: 2336.29 ms [2021-01-22 09:18:03 main:574] : INFO : Epoch 541 | loss: 0.0311862 | val_loss: 0.0311902 | Time: 2428.83 ms [2021-01-22 09:18:05 main:574] : INFO : Epoch 542 | loss: 0.0311869 | val_loss: 0.0311976 | Time: 2124.26 ms [2021-01-22 09:18:07 main:574] : INFO : Epoch 543 | loss: 0.0311853 | val_loss: 0.0311893 | Time: 2234.95 ms [2021-01-22 09:18:10 main:574] : INFO : Epoch 544 | loss: 0.0311835 | val_loss: 0.0311898 | Time: 2404.09 ms [2021-01-22 09:18:12 main:574] : INFO : Epoch 545 | loss: 0.0311837 | val_loss: 0.0311923 | Time: 2256.65 ms [2021-01-22 09:18:15 main:574] : INFO : Epoch 546 | loss: 0.0311878 | val_loss: 0.0311945 | Time: 2338.74 ms [2021-01-22 09:18:17 main:574] : INFO : Epoch 547 | loss: 0.0311871 | val_loss: 0.0311904 | Time: 2241.5 ms [2021-01-22 09:18:19 main:574] : INFO : Epoch 548 | loss: 0.0311839 | val_loss: 0.0311901 | Time: 2185.24 ms [2021-01-22 09:18:22 main:574] : INFO : Epoch 549 | loss: 0.0311836 | val_loss: 0.0311892 | Time: 2360.95 ms [2021-01-22 09:18:24 main:574] : INFO : Epoch 550 | loss: 0.0311832 | val_loss: 0.0311917 | Time: 2367.43 ms [2021-01-22 09:18:27 main:574] : INFO : Epoch 551 | loss: 0.0311832 | val_loss: 0.0311889 | Time: 2412 ms [2021-01-22 09:18:29 main:574] : INFO : Epoch 552 | loss: 0.0311823 | val_loss: 0.0311896 | Time: 2333 ms [2021-01-22 09:18:31 main:574] : INFO : Epoch 553 | loss: 0.0311837 | val_loss: 0.0311896 | Time: 2359.41 ms [2021-01-22 09:18:34 main:574] : INFO : Epoch 554 | loss: 0.0311828 | val_loss: 0.0311884 | Time: 2332.56 ms [2021-01-22 09:18:36 main:574] : INFO : Epoch 555 | loss: 0.0311843 | val_loss: 0.0311905 | Time: 2370.21 ms [2021-01-22 09:18:39 main:574] : INFO : Epoch 556 | loss: 0.031185 | val_loss: 0.0311892 | Time: 2377.27 ms [2021-01-22 09:18:41 main:574] : INFO : Epoch 557 | loss: 0.0311835 | val_loss: 0.0311887 | Time: 2334.89 ms [2021-01-22 09:18:43 main:574] : INFO : Epoch 558 | loss: 0.0311859 | val_loss: 0.031191 | Time: 2289.58 ms [2021-01-22 09:18:46 main:574] : INFO : Epoch 559 | loss: 0.0311849 | val_loss: 0.0311923 | Time: 2342.16 ms [2021-01-22 09:18:48 main:574] : INFO : Epoch 560 | loss: 0.0311839 | val_loss: 0.0311902 | Time: 2329.94 ms [2021-01-22 09:18:51 main:574] : INFO : Epoch 561 | loss: 0.0311838 | val_loss: 0.0311893 | Time: 2303.71 ms [2021-01-22 09:18:53 main:574] : INFO : Epoch 562 | loss: 0.031184 | val_loss: 0.0311919 | Time: 2279.39 ms [2021-01-22 09:18:55 main:574] : INFO : Epoch 563 | loss: 0.0311871 | val_loss: 0.0311924 | Time: 2283.42 ms [2021-01-22 09:18:57 main:574] : INFO : Epoch 564 | loss: 0.0311873 | val_loss: 0.0311918 | Time: 2227.68 ms [2021-01-22 09:19:00 main:574] : INFO : Epoch 565 | loss: 0.031188 | val_loss: 0.0311917 | Time: 2352.1 ms [2021-01-22 09:19:02 main:574] : INFO : Epoch 566 | loss: 0.031188 | val_loss: 0.0311929 | Time: 2240.15 ms [2021-01-22 09:19:05 main:574] : INFO : Epoch 567 | loss: 0.0311879 | val_loss: 0.031191 | Time: 2328.87 ms [2021-01-22 09:19:07 main:574] : INFO : Epoch 568 | loss: 0.0311861 | val_loss: 0.0311915 | Time: 2389.37 ms [2021-01-22 09:19:09 main:574] : INFO : Epoch 569 | loss: 0.0311922 | val_loss: 0.0311992 | Time: 2272.82 ms [2021-01-22 09:19:12 main:574] : INFO : Epoch 570 | loss: 0.0311888 | val_loss: 0.0311903 | Time: 2332.48 ms [2021-01-22 09:19:14 main:574] : INFO : Epoch 571 | loss: 0.031185 | val_loss: 0.0311885 | Time: 2381.05 ms [2021-01-22 09:19:16 main:574] : INFO : Epoch 572 | loss: 0.031186 | val_loss: 0.0311885 | Time: 2259.77 ms [2021-01-22 09:19:19 main:574] : INFO : Epoch 573 | loss: 0.0311848 | val_loss: 0.0311931 | Time: 2435.71 ms [2021-01-22 09:19:21 main:574] : INFO : Epoch 574 | loss: 0.031186 | val_loss: 0.0311879 | Time: 2363.65 ms [2021-01-22 09:19:24 main:574] : INFO : Epoch 575 | loss: 0.0311842 | val_loss: 0.0311889 | Time: 2327.92 ms [2021-01-22 09:19:26 main:574] : INFO : Epoch 576 | loss: 0.0311838 | val_loss: 0.0311896 | Time: 2412.46 ms [2021-01-22 09:19:29 main:574] : INFO : Epoch 577 | loss: 0.0311845 | val_loss: 0.0311888 | Time: 2284.91 ms [2021-01-22 09:19:31 main:574] : INFO : Epoch 578 | loss: 0.0311862 | val_loss: 0.0311978 | Time: 2429.3 ms [2021-01-22 09:19:34 main:574] : INFO : Epoch 579 | loss: 0.0311885 | val_loss: 0.0311905 | Time: 2464.82 ms [2021-01-22 09:19:36 main:574] : INFO : Epoch 580 | loss: 0.0311841 | val_loss: 0.0311888 | Time: 2403.72 ms [2021-01-22 09:19:38 main:574] : INFO : Epoch 581 | loss: 0.0311833 | val_loss: 0.0311875 | Time: 2280.92 ms [2021-01-22 09:19:41 main:574] : INFO : Epoch 582 | loss: 0.0311821 | val_loss: 0.031188 | Time: 2462.3 ms [2021-01-22 09:19:43 main:574] : INFO : Epoch 583 | loss: 0.0311822 | val_loss: 0.0311876 | Time: 2435.6 ms [2021-01-22 09:19:46 main:574] : INFO : Epoch 584 | loss: 0.0311822 | val_loss: 0.0311876 | Time: 2370.24 ms [2021-01-22 09:19:48 main:574] : INFO : Epoch 585 | loss: 0.0311824 | val_loss: 0.0311894 | Time: 2481.34 ms [2021-01-22 09:19:51 main:574] : INFO : Epoch 586 | loss: 0.0311832 | val_loss: 0.0311868 | Time: 2366.8 ms [2021-01-22 09:19:53 main:574] : INFO : Epoch 587 | loss: 0.0311832 | val_loss: 0.0311881 | Time: 2450.4 ms [2021-01-22 09:19:56 main:574] : INFO : Epoch 588 | loss: 0.031182 | val_loss: 0.0311896 | Time: 2295.43 ms [2021-01-22 09:19:58 main:574] : INFO : Epoch 589 | loss: 0.0311819 | val_loss: 0.0311874 | Time: 2353.13 ms [2021-01-22 09:20:01 main:574] : INFO : Epoch 590 | loss: 0.0311825 | val_loss: 0.0311897 | Time: 2472.92 ms [2021-01-22 09:20:03 main:574] : INFO : Epoch 591 | loss: 0.0311818 | val_loss: 0.0311886 | Time: 2339.28 ms [2021-01-22 09:20:05 main:574] : INFO : Epoch 592 | loss: 0.0311823 | val_loss: 0.0311929 | Time: 2356.33 ms [2021-01-22 09:20:08 main:574] : INFO : Epoch 593 | loss: 0.0311829 | val_loss: 0.0311877 | Time: 2398.37 ms [2021-01-22 09:20:10 main:574] : INFO : Epoch 594 | loss: 0.031183 | val_loss: 0.0311881 | Time: 2341.34 ms [2021-01-22 09:20:13 main:574] : INFO : Epoch 595 | loss: 0.0311834 | val_loss: 0.0311877 | Time: 2359.8 ms [2021-01-22 09:20:15 main:574] : INFO : Epoch 596 | loss: 0.0311823 | val_loss: 0.0311887 | Time: 2310.13 ms [2021-01-22 09:20:17 main:574] : INFO : Epoch 597 | loss: 0.0311824 | val_loss: 0.0311898 | Time: 2261.2 ms [2021-01-22 09:20:20 main:574] : INFO : Epoch 598 | loss: 0.0311838 | val_loss: 0.0311916 | Time: 2421.11 ms [2021-01-22 09:20:22 main:574] : INFO : Epoch 599 | loss: 0.0311828 | val_loss: 0.0311865 | Time: 2474.48 ms [2021-01-22 09:20:25 main:574] : INFO : Epoch 600 | loss: 0.0311842 | val_loss: 0.0311915 | Time: 2332.79 ms [2021-01-22 09:20:27 main:574] : INFO : Epoch 601 | loss: 0.0311853 | val_loss: 0.0311903 | Time: 2292.22 ms [2021-01-22 09:20:30 main:574] : INFO : Epoch 602 | loss: 0.0311832 | val_loss: 0.0311879 | Time: 2354.89 ms [2021-01-22 09:20:32 main:574] : INFO : Epoch 603 | loss: 0.0311827 | val_loss: 0.0311898 | Time: 2339 ms [2021-01-22 09:20:34 main:574] : INFO : Epoch 604 | loss: 0.0311861 | val_loss: 0.0311912 | Time: 2347.25 ms [2021-01-22 09:20:37 main:574] : INFO : Epoch 605 | loss: 0.031183 | val_loss: 0.0311886 | Time: 2458.93 ms [2021-01-22 09:20:39 main:574] : INFO : Epoch 606 | loss: 0.0311835 | val_loss: 0.0311897 | Time: 2257.61 ms [2021-01-22 09:20:42 main:574] : INFO : Epoch 607 | loss: 0.0311824 | val_loss: 0.0311881 | Time: 2261.54 ms [2021-01-22 09:20:44 main:574] : INFO : Epoch 608 | loss: 0.0311825 | val_loss: 0.0311878 | Time: 2373.74 ms [2021-01-22 09:20:46 main:574] : INFO : Epoch 609 | loss: 0.031182 | val_loss: 0.0311883 | Time: 2294.58 ms [2021-01-22 09:20:49 main:574] : INFO : Epoch 610 | loss: 0.0311818 | val_loss: 0.0311865 | Time: 2354.49 ms [2021-01-22 09:20:51 main:574] : INFO : Epoch 611 | loss: 0.031181 | val_loss: 0.0311863 | Time: 2395.13 ms [2021-01-22 09:20:54 main:574] : INFO : Epoch 612 | loss: 0.0311818 | val_loss: 0.031189 | Time: 2293.97 ms [2021-01-22 09:20:56 main:574] : INFO : Epoch 613 | loss: 0.0311829 | val_loss: 0.0311871 | Time: 2215.8 ms [2021-01-22 09:20:58 main:574] : INFO : Epoch 614 | loss: 0.031181 | val_loss: 0.0311868 | Time: 2373.3 ms [2021-01-22 09:21:01 main:574] : INFO : Epoch 615 | loss: 0.0311819 | val_loss: 0.0311908 | Time: 2375.15 ms [2021-01-22 09:21:03 main:574] : INFO : Epoch 616 | loss: 0.0311818 | val_loss: 0.0311898 | Time: 2309.36 ms [2021-01-22 09:21:05 main:574] : INFO : Epoch 617 | loss: 0.0311852 | val_loss: 0.0311884 | Time: 2306.39 ms [2021-01-22 09:21:08 main:574] : INFO : Epoch 618 | loss: 0.0311821 | val_loss: 0.031188 | Time: 2331.35 ms [2021-01-22 09:21:10 main:574] : INFO : Epoch 619 | loss: 0.0311866 | val_loss: 0.0312183 | Time: 2284.92 ms [2021-01-22 09:21:13 main:574] : INFO : Epoch 620 | loss: 0.0311902 | val_loss: 0.0311897 | Time: 2278.81 ms [2021-01-22 09:21:15 main:574] : INFO : Epoch 621 | loss: 0.0311853 | val_loss: 0.0311912 | Time: 2291.3 ms [2021-01-22 09:21:17 main:574] : INFO : Epoch 622 | loss: 0.031182 | val_loss: 0.0311875 | Time: 2433.23 ms [2021-01-22 09:21:20 main:574] : INFO : Epoch 623 | loss: 0.0311809 | val_loss: 0.031188 | Time: 2425.2 ms [2021-01-22 09:21:22 main:574] : INFO : Epoch 624 | loss: 0.0311809 | val_loss: 0.0311882 | Time: 2330.25 ms [2021-01-22 09:21:25 main:574] : INFO : Epoch 625 | loss: 0.0311809 | val_loss: 0.0311875 | Time: 2273.67 ms [2021-01-22 09:21:27 main:574] : INFO : Epoch 626 | loss: 0.0311812 | val_loss: 0.031191 | Time: 2310.67 ms [2021-01-22 09:21:29 main:574] : INFO : Epoch 627 | loss: 0.0311842 | val_loss: 0.0311872 | Time: 2418.87 ms [2021-01-22 09:21:32 main:574] : INFO : Epoch 628 | loss: 0.0311842 | val_loss: 0.0311882 | Time: 2300.9 ms [2021-01-22 09:21:34 main:574] : INFO : Epoch 629 | loss: 0.0311819 | val_loss: 0.0311871 | Time: 2395.02 ms [2021-01-22 09:21:37 main:574] : INFO : Epoch 630 | loss: 0.031181 | val_loss: 0.0311874 | Time: 2437.49 ms [2021-01-22 09:21:39 main:574] : INFO : Epoch 631 | loss: 0.0311806 | val_loss: 0.0311906 | Time: 2618.31 ms [2021-01-22 09:21:42 main:574] : INFO : Epoch 632 | loss: 0.0311802 | val_loss: 0.031187 | Time: 2438.46 ms [2021-01-22 09:21:44 main:574] : INFO : Epoch 633 | loss: 0.0311805 | val_loss: 0.03119 | Time: 2382.69 ms [2021-01-22 09:21:47 main:574] : INFO : Epoch 634 | loss: 0.0311788 | val_loss: 0.0311881 | Time: 2443.59 ms [2021-01-22 09:21:49 main:574] : INFO : Epoch 635 | loss: 0.0311798 | val_loss: 0.031187 | Time: 2448.51 ms [2021-01-22 09:21:52 main:574] : INFO : Epoch 636 | loss: 0.03118 | val_loss: 0.0311903 | Time: 2351.99 ms [2021-01-22 09:21:54 main:574] : INFO : Epoch 637 | loss: 0.031181 | val_loss: 0.0311884 | Time: 2408.54 ms [2021-01-22 09:21:57 main:574] : INFO : Epoch 638 | loss: 0.0311789 | val_loss: 0.0311869 | Time: 2343.58 ms [2021-01-22 09:21:59 main:574] : INFO : Epoch 639 | loss: 0.0311784 | val_loss: 0.0311878 | Time: 2314.88 ms [2021-01-22 09:22:01 main:574] : INFO : Epoch 640 | loss: 0.0311788 | val_loss: 0.0311868 | Time: 2403.61 ms [2021-01-22 09:22:04 main:574] : INFO : Epoch 641 | loss: 0.0311792 | val_loss: 0.0311874 | Time: 2389.23 ms [2021-01-22 09:22:06 main:574] : INFO : Epoch 642 | loss: 0.0311786 | val_loss: 0.0311868 | Time: 2325.01 ms [2021-01-22 09:22:09 main:574] : INFO : Epoch 643 | loss: 0.031178 | val_loss: 0.0311933 | Time: 2448.57 ms [2021-01-22 09:22:11 main:574] : INFO : Epoch 644 | loss: 0.0311795 | val_loss: 0.031187 | Time: 2217.12 ms [2021-01-22 09:22:13 main:574] : INFO : Epoch 645 | loss: 0.0311776 | val_loss: 0.0311871 | Time: 2070.12 ms [2021-01-22 09:22:16 main:574] : INFO : Epoch 646 | loss: 0.0311773 | val_loss: 0.0311872 | Time: 2337.46 ms [2021-01-22 09:22:18 main:574] : INFO : Epoch 647 | loss: 0.0311779 | val_loss: 0.031187 | Time: 2341.54 ms [2021-01-22 09:22:20 main:574] : INFO : Epoch 648 | loss: 0.0311781 | val_loss: 0.0311876 | Time: 2462.05 ms [2021-01-22 09:22:23 main:574] : INFO : Epoch 649 | loss: 0.0311803 | val_loss: 0.0311881 | Time: 2270.42 ms [2021-01-22 09:22:25 main:574] : INFO : Epoch 650 | loss: 0.0311794 | val_loss: 0.0311874 | Time: 2410.61 ms [2021-01-22 09:22:28 main:574] : INFO : Epoch 651 | loss: 0.0311784 | val_loss: 0.031187 | Time: 2412.26 ms [2021-01-22 09:22:30 main:574] : INFO : Epoch 652 | loss: 0.0311786 | val_loss: 0.0311877 | Time: 2390.5 ms [2021-01-22 09:22:33 main:574] : INFO : Epoch 653 | loss: 0.0311779 | val_loss: 0.0311873 | Time: 2382.18 ms [2021-01-22 09:22:35 main:574] : INFO : Epoch 654 | loss: 0.0311794 | val_loss: 0.0311899 | Time: 2394.49 ms [2021-01-22 09:22:38 main:574] : INFO : Epoch 655 | loss: 0.0311782 | val_loss: 0.0311878 | Time: 2478.41 ms [2021-01-22 09:22:40 main:574] : INFO : Epoch 656 | loss: 0.0311777 | val_loss: 0.0311899 | Time: 2374.88 ms [2021-01-22 09:22:42 main:574] : INFO : Epoch 657 | loss: 0.0311782 | val_loss: 0.0311877 | Time: 2439.75 ms [2021-01-22 09:22:45 main:574] : INFO : Epoch 658 | loss: 0.0311776 | val_loss: 0.0311955 | Time: 2309.74 ms [2021-01-22 09:22:47 main:574] : INFO : Epoch 659 | loss: 0.0311821 | val_loss: 0.0311899 | Time: 2217.29 ms [2021-01-22 09:22:49 main:574] : INFO : Epoch 660 | loss: 0.0311771 | val_loss: 0.0311864 | Time: 2256.48 ms [2021-01-22 09:22:52 main:574] : INFO : Epoch 661 | loss: 0.0311772 | val_loss: 0.0311874 | Time: 2299.39 ms [2021-01-22 09:22:54 main:574] : INFO : Epoch 662 | loss: 0.0311772 | val_loss: 0.0311879 | Time: 2378.45 ms [2021-01-22 09:22:57 main:574] : INFO : Epoch 663 | loss: 0.0311768 | val_loss: 0.031187 | Time: 2406.83 ms [2021-01-22 09:22:59 main:574] : INFO : Epoch 664 | loss: 0.0311787 | val_loss: 0.0311871 | Time: 2274.7 ms [2021-01-22 09:23:01 main:574] : INFO : Epoch 665 | loss: 0.031178 | val_loss: 0.0311881 | Time: 2403.63 ms [2021-01-22 09:23:04 main:574] : INFO : Epoch 666 | loss: 0.0311763 | val_loss: 0.0311887 | Time: 2399.85 ms [2021-01-22 09:23:06 main:574] : INFO : Epoch 667 | loss: 0.0311804 | val_loss: 0.0311906 | Time: 2350.99 ms [2021-01-22 09:23:09 main:574] : INFO : Epoch 668 | loss: 0.0311792 | val_loss: 0.031188 | Time: 2393.66 ms [2021-01-22 09:23:11 main:574] : INFO : Epoch 669 | loss: 0.0311773 | val_loss: 0.0311878 | Time: 2253.02 ms [2021-01-22 09:23:14 main:574] : INFO : Epoch 670 | loss: 0.0311766 | val_loss: 0.031186 | Time: 2364.37 ms [2021-01-22 09:23:16 main:574] : INFO : Epoch 671 | loss: 0.0311775 | val_loss: 0.0311956 | Time: 2345.79 ms [2021-01-22 09:23:18 main:574] : INFO : Epoch 672 | loss: 0.0311795 | val_loss: 0.0311877 | Time: 2364.25 ms [2021-01-22 09:23:21 main:574] : INFO : Epoch 673 | loss: 0.0311774 | val_loss: 0.031187 | Time: 2378.68 ms [2021-01-22 09:23:23 main:574] : INFO : Epoch 674 | loss: 0.0311761 | val_loss: 0.0311903 | Time: 2420.5 ms [2021-01-22 09:23:26 main:574] : INFO : Epoch 675 | loss: 0.0311765 | val_loss: 0.0311889 | Time: 2294.97 ms [2021-01-22 09:23:28 main:574] : INFO : Epoch 676 | loss: 0.0311769 | val_loss: 0.0311882 | Time: 2378.34 ms [2021-01-22 09:23:31 main:574] : INFO : Epoch 677 | loss: 0.0311765 | val_loss: 0.0311876 | Time: 2336.03 ms [2021-01-22 09:23:33 main:574] : INFO : Epoch 678 | loss: 0.0311776 | val_loss: 0.0311886 | Time: 2379.01 ms [2021-01-22 09:23:35 main:574] : INFO : Epoch 679 | loss: 0.031177 | val_loss: 0.0311878 | Time: 2309.61 ms [2021-01-22 09:23:38 main:574] : INFO : Epoch 680 | loss: 0.0311772 | val_loss: 0.0311878 | Time: 2287.17 ms [2021-01-22 09:23:40 main:574] : INFO : Epoch 681 | loss: 0.0311766 | val_loss: 0.0311899 | Time: 2262.53 ms [2021-01-22 09:23:42 main:574] : INFO : Epoch 682 | loss: 0.0311755 | val_loss: 0.0311881 | Time: 2414.58 ms [2021-01-22 09:23:45 main:574] : INFO : Epoch 683 | loss: 0.0311759 | val_loss: 0.0311885 | Time: 2377.92 ms [2021-01-22 09:23:47 main:574] : INFO : Epoch 684 | loss: 0.0311769 | val_loss: 0.0311891 | Time: 2417.27 ms [2021-01-22 09:23:50 main:574] : INFO : Epoch 685 | loss: 0.0311815 | val_loss: 0.0311888 | Time: 2266.26 ms [2021-01-22 09:23:52 main:574] : INFO : Epoch 686 | loss: 0.0311776 | val_loss: 0.031188 | Time: 2350.36 ms [2021-01-22 09:23:55 main:574] : INFO : Epoch 687 | loss: 0.0311775 | val_loss: 0.0311864 | Time: 2387.28 ms [2021-01-22 09:23:57 main:574] : INFO : Epoch 688 | loss: 0.0311763 | val_loss: 0.0311861 | Time: 2303.15 ms [2021-01-22 09:23:59 main:574] : INFO : Epoch 689 | loss: 0.0311758 | val_loss: 0.0311881 | Time: 2376.99 ms [2021-01-22 09:24:02 main:574] : INFO : Epoch 690 | loss: 0.0311769 | val_loss: 0.0311894 | Time: 2285.72 ms [2021-01-22 09:24:04 main:574] : INFO : Epoch 691 | loss: 0.0311808 | val_loss: 0.0311888 | Time: 2332.14 ms [2021-01-22 09:24:06 main:574] : INFO : Epoch 692 | loss: 0.0311792 | val_loss: 0.0311896 | Time: 2311.9 ms [2021-01-22 09:24:09 main:574] : INFO : Epoch 693 | loss: 0.0311763 | val_loss: 0.0311897 | Time: 2396.93 ms [2021-01-22 09:24:11 main:574] : INFO : Epoch 694 | loss: 0.0311763 | val_loss: 0.031187 | Time: 2266.48 ms [2021-01-22 09:24:14 main:574] : INFO : Epoch 695 | loss: 0.0311774 | val_loss: 0.0311886 | Time: 2392.77 ms [2021-01-22 09:24:16 main:574] : INFO : Epoch 696 | loss: 0.0311779 | val_loss: 0.0311857 | Time: 2331.65 ms [2021-01-22 09:24:18 main:574] : INFO : Epoch 697 | loss: 0.0311787 | val_loss: 0.0311873 | Time: 2362.96 ms [2021-01-22 09:24:21 main:574] : INFO : Epoch 698 | loss: 0.0311778 | val_loss: 0.0311891 | Time: 2277.75 ms [2021-01-22 09:24:23 main:574] : INFO : Epoch 699 | loss: 0.0311817 | val_loss: 0.0311908 | Time: 2428.97 ms [2021-01-22 09:24:26 main:574] : INFO : Epoch 700 | loss: 0.0311814 | val_loss: 0.0311903 | Time: 2376.88 ms [2021-01-22 09:24:28 main:574] : INFO : Epoch 701 | loss: 0.0311815 | val_loss: 0.03119 | Time: 2353.23 ms [2021-01-22 09:24:30 main:574] : INFO : Epoch 702 | loss: 0.03118 | val_loss: 0.0311879 | Time: 2307.64 ms [2021-01-22 09:24:33 main:574] : INFO : Epoch 703 | loss: 0.0311798 | val_loss: 0.0311883 | Time: 2321.73 ms [2021-01-22 09:24:35 main:574] : INFO : Epoch 704 | loss: 0.0311804 | val_loss: 0.0311871 | Time: 2274.94 ms [2021-01-22 09:24:38 main:574] : INFO : Epoch 705 | loss: 0.0311799 | val_loss: 0.0311883 | Time: 2398.69 ms [2021-01-22 09:24:40 main:574] : INFO : Epoch 706 | loss: 0.0311791 | val_loss: 0.0311877 | Time: 2475.72 ms [2021-01-22 09:24:43 main:574] : INFO : Epoch 707 | loss: 0.031178 | val_loss: 0.0311876 | Time: 2421.45 ms [2021-01-22 09:24:45 main:574] : INFO : Epoch 708 | loss: 0.0311772 | val_loss: 0.0311881 | Time: 2323.19 ms [2021-01-22 09:24:47 main:574] : INFO : Epoch 709 | loss: 0.0311771 | val_loss: 0.0311886 | Time: 2340.51 ms [2021-01-22 09:24:50 main:574] : INFO : Epoch 710 | loss: 0.0311764 | val_loss: 0.0311881 | Time: 2385.83 ms [2021-01-22 09:24:52 main:574] : INFO : Epoch 711 | loss: 0.031177 | val_loss: 0.0311877 | Time: 2310.69 ms [2021-01-22 09:24:55 main:574] : INFO : Epoch 712 | loss: 0.0311769 | val_loss: 0.0311897 | Time: 2487.98 ms [2021-01-22 09:24:57 main:574] : INFO : Epoch 713 | loss: 0.0311797 | val_loss: 0.0311874 | Time: 2281.04 ms [2021-01-22 09:24:59 main:574] : INFO : Epoch 714 | loss: 0.0311792 | val_loss: 0.0311913 | Time: 2277.08 ms [2021-01-22 09:25:02 main:574] : INFO : Epoch 715 | loss: 0.0311784 | val_loss: 0.0311879 | Time: 2335.66 ms [2021-01-22 09:25:04 main:574] : INFO : Epoch 716 | loss: 0.031178 | val_loss: 0.0311864 | Time: 2332.82 ms [2021-01-22 09:25:06 main:574] : INFO : Epoch 717 | loss: 0.0311754 | val_loss: 0.0311858 | Time: 2186.79 ms [2021-01-22 09:25:08 main:574] : INFO : Epoch 718 | loss: 0.0311748 | val_loss: 0.0311859 | Time: 2074.38 ms [2021-01-22 09:25:11 main:574] : INFO : Epoch 719 | loss: 0.0311752 | val_loss: 0.0311883 | Time: 2358.23 ms [2021-01-22 09:25:13 main:574] : INFO : Epoch 720 | loss: 0.031176 | val_loss: 0.0311858 | Time: 2358.15 ms [2021-01-22 09:25:16 main:574] : INFO : Epoch 721 | loss: 0.0311764 | val_loss: 0.0311886 | Time: 2336.08 ms [2021-01-22 09:25:18 main:574] : INFO : Epoch 722 | loss: 0.0311777 | val_loss: 0.0311899 | Time: 2340.38 ms [2021-01-22 09:25:20 main:574] : INFO : Epoch 723 | loss: 0.0311784 | val_loss: 0.0311997 | Time: 2174.31 ms [2021-01-22 09:25:23 main:574] : INFO : Epoch 724 | loss: 0.0311798 | val_loss: 0.0311888 | Time: 2297.62 ms [2021-01-22 09:25:25 main:574] : INFO : Epoch 725 | loss: 0.0311792 | val_loss: 0.0311961 | Time: 2292.76 ms [2021-01-22 09:25:27 main:574] : INFO : Epoch 726 | loss: 0.0311795 | val_loss: 0.0311893 | Time: 2450.13 ms [2021-01-22 09:25:30 main:574] : INFO : Epoch 727 | loss: 0.031177 | val_loss: 0.0311855 | Time: 2089.44 ms [2021-01-22 09:25:32 main:574] : INFO : Epoch 728 | loss: 0.0311753 | val_loss: 0.0311862 | Time: 2173.46 ms [2021-01-22 09:25:34 main:574] : INFO : Epoch 729 | loss: 0.0311754 | val_loss: 0.0311867 | Time: 2368.85 ms [2021-01-22 09:25:37 main:574] : INFO : Epoch 730 | loss: 0.0311753 | val_loss: 0.0311862 | Time: 2298.49 ms [2021-01-22 09:25:39 main:574] : INFO : Epoch 731 | loss: 0.0311753 | val_loss: 0.0311881 | Time: 2370.87 ms [2021-01-22 09:25:41 main:574] : INFO : Epoch 732 | loss: 0.0311768 | val_loss: 0.0311856 | Time: 2205.32 ms [2021-01-22 09:25:44 main:574] : INFO : Epoch 733 | loss: 0.0311759 | val_loss: 0.0311864 | Time: 2293.59 ms [2021-01-22 09:25:46 main:574] : INFO : Epoch 734 | loss: 0.0311811 | val_loss: 0.0311859 | Time: 2254.45 ms [2021-01-22 09:25:48 main:574] : INFO : Epoch 735 | loss: 0.0311807 | val_loss: 0.0311855 | Time: 2200.33 ms [2021-01-22 09:25:50 main:574] : INFO : Epoch 736 | loss: 0.0311805 | val_loss: 0.0311844 | Time: 2202.51 ms [2021-01-22 09:25:53 main:574] : INFO : Epoch 737 | loss: 0.0311775 | val_loss: 0.031185 | Time: 2410.44 ms [2021-01-22 09:25:55 main:574] : INFO : Epoch 738 | loss: 0.0311776 | val_loss: 0.0311857 | Time: 2376.56 ms [2021-01-22 09:25:58 main:574] : INFO : Epoch 739 | loss: 0.0311757 | val_loss: 0.0311848 | Time: 2471.27 ms [2021-01-22 09:26:00 main:574] : INFO : Epoch 740 | loss: 0.0311759 | val_loss: 0.0311855 | Time: 2485.86 ms [2021-01-22 09:26:03 main:574] : INFO : Epoch 741 | loss: 0.0311759 | val_loss: 0.031192 | Time: 2368.27 ms [2021-01-22 09:26:05 main:574] : INFO : Epoch 742 | loss: 0.0311833 | val_loss: 0.0311866 | Time: 2343.33 ms [2021-01-22 09:26:07 main:574] : INFO : Epoch 743 | loss: 0.0311817 | val_loss: 0.0311867 | Time: 2177.94 ms [2021-01-22 09:26:10 main:574] : INFO : Epoch 744 | loss: 0.0311797 | val_loss: 0.0311856 | Time: 2073.32 ms [2021-01-22 09:26:12 main:574] : INFO : Epoch 745 | loss: 0.0311783 | val_loss: 0.0311875 | Time: 2309.17 ms [2021-01-22 09:26:14 main:574] : INFO : Epoch 746 | loss: 0.0311777 | val_loss: 0.0311858 | Time: 2381.92 ms [2021-01-22 09:26:17 main:574] : INFO : Epoch 747 | loss: 0.0311791 | val_loss: 0.0311857 | Time: 2251.9 ms [2021-01-22 09:26:19 main:574] : INFO : Epoch 748 | loss: 0.0311792 | val_loss: 0.0311878 | Time: 2313.22 ms [2021-01-22 09:26:21 main:574] : INFO : Epoch 749 | loss: 0.0311779 | val_loss: 0.0311883 | Time: 2230.33 ms [2021-01-22 09:26:24 main:574] : INFO : Epoch 750 | loss: 0.0311769 | val_loss: 0.0311879 | Time: 2416.82 ms [2021-01-22 09:26:26 main:574] : INFO : Epoch 751 | loss: 0.0311774 | val_loss: 0.0311931 | Time: 2287.23 ms [2021-01-22 09:26:28 main:574] : INFO : Epoch 752 | loss: 0.0311776 | val_loss: 0.0311906 | Time: 2261.13 ms [2021-01-22 09:26:31 main:574] : INFO : Epoch 753 | loss: 0.0311803 | val_loss: 0.0311855 | Time: 2426.62 ms [2021-01-22 09:26:33 main:574] : INFO : Epoch 754 | loss: 0.0311763 | val_loss: 0.0311842 | Time: 2275.88 ms [2021-01-22 09:26:36 main:574] : INFO : Epoch 755 | loss: 0.0311767 | val_loss: 0.0311874 | Time: 2359.55 ms [2021-01-22 09:26:38 main:574] : INFO : Epoch 756 | loss: 0.0311774 | val_loss: 0.0311868 | Time: 2455.75 ms [2021-01-22 09:26:41 main:574] : INFO : Epoch 757 | loss: 0.0311764 | val_loss: 0.0311867 | Time: 2358.23 ms [2021-01-22 09:26:43 main:574] : INFO : Epoch 758 | loss: 0.031175 | val_loss: 0.0311883 | Time: 2340.12 ms [2021-01-22 09:26:46 main:574] : INFO : Epoch 759 | loss: 0.031179 | val_loss: 0.0311861 | Time: 2374.06 ms [2021-01-22 09:26:48 main:574] : INFO : Epoch 760 | loss: 0.0311754 | val_loss: 0.0311857 | Time: 2266.75 ms [2021-01-22 09:26:50 main:574] : INFO : Epoch 761 | loss: 0.0311748 | val_loss: 0.0311864 | Time: 2289.49 ms [2021-01-22 09:26:53 main:574] : INFO : Epoch 762 | loss: 0.031177 | val_loss: 0.0311869 | Time: 2359.27 ms [2021-01-22 09:26:55 main:574] : INFO : Epoch 763 | loss: 0.0311764 | val_loss: 0.0311863 | Time: 2286.11 ms [2021-01-22 09:26:58 main:574] : INFO : Epoch 764 | loss: 0.0311803 | val_loss: 0.0311871 | Time: 2394.69 ms [2021-01-22 09:27:00 main:574] : INFO : Epoch 765 | loss: 0.0311764 | val_loss: 0.0311894 | Time: 2382.23 ms [2021-01-22 09:27:02 main:574] : INFO : Epoch 766 | loss: 0.0311766 | val_loss: 0.0311872 | Time: 2313.65 ms [2021-01-22 09:27:05 main:574] : INFO : Epoch 767 | loss: 0.0311748 | val_loss: 0.0311858 | Time: 2302.68 ms [2021-01-22 09:27:07 main:574] : INFO : Epoch 768 | loss: 0.0311742 | val_loss: 0.0311853 | Time: 2253.94 ms [2021-01-22 09:27:09 main:574] : INFO : Epoch 769 | loss: 0.0311757 | val_loss: 0.0311867 | Time: 2295.11 ms [2021-01-22 09:27:12 main:574] : INFO : Epoch 770 | loss: 0.0311786 | val_loss: 0.0311888 | Time: 2294.41 ms [2021-01-22 09:27:14 main:574] : INFO : Epoch 771 | loss: 0.0311813 | val_loss: 0.0311866 | Time: 2326.22 ms [2021-01-22 09:27:16 main:574] : INFO : Epoch 772 | loss: 0.0311794 | val_loss: 0.0311848 | Time: 2210.5 ms [2021-01-22 09:27:19 main:574] : INFO : Epoch 773 | loss: 0.0311769 | val_loss: 0.0311869 | Time: 2351.53 ms [2021-01-22 09:27:21 main:574] : INFO : Epoch 774 | loss: 0.0311791 | val_loss: 0.0311852 | Time: 2328.72 ms [2021-01-22 09:27:24 main:574] : INFO : Epoch 775 | loss: 0.0311814 | val_loss: 0.0311905 | Time: 2377.9 ms [2021-01-22 09:27:26 main:574] : INFO : Epoch 776 | loss: 0.0311803 | val_loss: 0.0311843 | Time: 2366.98 ms [2021-01-22 09:27:28 main:574] : INFO : Epoch 777 | loss: 0.0311765 | val_loss: 0.0311858 | Time: 2297.71 ms [2021-01-22 09:27:31 main:574] : INFO : Epoch 778 | loss: 0.0311777 | val_loss: 0.0311865 | Time: 2302.74 ms [2021-01-22 09:27:33 main:574] : INFO : Epoch 779 | loss: 0.031179 | val_loss: 0.0311855 | Time: 2438.8 ms [2021-01-22 09:27:35 main:574] : INFO : Epoch 780 | loss: 0.0311778 | val_loss: 0.0311856 | Time: 2208.96 ms [2021-01-22 09:27:38 main:574] : INFO : Epoch 781 | loss: 0.0311768 | val_loss: 0.031186 | Time: 2347.24 ms [2021-01-22 09:27:40 main:574] : INFO : Epoch 782 | loss: 0.031176 | val_loss: 0.0311855 | Time: 2345.98 ms [2021-01-22 09:27:43 main:574] : INFO : Epoch 783 | loss: 0.0311767 | val_loss: 0.0311852 | Time: 2350.85 ms [2021-01-22 09:27:45 main:574] : INFO : Epoch 784 | loss: 0.0311765 | val_loss: 0.0311871 | Time: 2469.02 ms [2021-01-22 09:27:48 main:574] : INFO : Epoch 785 | loss: 0.0311772 | val_loss: 0.0311867 | Time: 2376.21 ms [2021-01-22 09:27:50 main:574] : INFO : Epoch 786 | loss: 0.0311762 | val_loss: 0.0311861 | Time: 2258.9 ms [2021-01-22 09:27:52 main:574] : INFO : Epoch 787 | loss: 0.0311754 | val_loss: 0.0311853 | Time: 2372.58 ms [2021-01-22 09:27:55 main:574] : INFO : Epoch 788 | loss: 0.0311759 | val_loss: 0.0311854 | Time: 2267.95 ms [2021-01-22 09:27:57 main:574] : INFO : Epoch 789 | loss: 0.0311755 | val_loss: 0.0311839 | Time: 2294.73 ms [2021-01-22 09:28:00 main:574] : INFO : Epoch 790 | loss: 0.0311763 | val_loss: 0.0311859 | Time: 2432.24 ms [2021-01-22 09:28:02 main:574] : INFO : Epoch 791 | loss: 0.0311772 | val_loss: 0.0311885 | Time: 2366.49 ms [2021-01-22 09:28:04 main:574] : INFO : Epoch 792 | loss: 0.0311767 | val_loss: 0.0311862 | Time: 2477.64 ms [2021-01-22 09:28:07 main:574] : INFO : Epoch 793 | loss: 0.0311769 | val_loss: 0.0311849 | Time: 2316.02 ms [2021-01-22 09:28:09 main:574] : INFO : Epoch 794 | loss: 0.0311788 | val_loss: 0.0311885 | Time: 2389.14 ms [2021-01-22 09:28:12 main:574] : INFO : Epoch 795 | loss: 0.0311803 | val_loss: 0.0311968 | Time: 2402.99 ms [2021-01-22 09:28:14 main:574] : INFO : Epoch 796 | loss: 0.031182 | val_loss: 0.0311869 | Time: 2230.56 ms [2021-01-22 09:28:17 main:574] : INFO : Epoch 797 | loss: 0.0311757 | val_loss: 0.031185 | Time: 2593.11 ms [2021-01-22 09:28:19 main:574] : INFO : Epoch 798 | loss: 0.031176 | val_loss: 0.0311887 | Time: 2497.2 ms [2021-01-22 09:28:22 main:574] : INFO : Epoch 799 | loss: 0.0311769 | val_loss: 0.0311846 | Time: 2531.05 ms [2021-01-22 09:28:24 main:574] : INFO : Epoch 800 | loss: 0.0311761 | val_loss: 0.031185 | Time: 2341.75 ms [2021-01-22 09:28:26 main:574] : INFO : Epoch 801 | loss: 0.031175 | val_loss: 0.0311847 | Time: 2075.31 ms [2021-01-22 09:28:29 main:574] : INFO : Epoch 802 | loss: 0.0311745 | val_loss: 0.031184 | Time: 2317.13 ms [2021-01-22 09:28:31 main:574] : INFO : Epoch 803 | loss: 0.0311736 | val_loss: 0.031184 | Time: 2332.61 ms [2021-01-22 09:28:34 main:574] : INFO : Epoch 804 | loss: 0.0311741 | val_loss: 0.0311866 | Time: 2471.58 ms [2021-01-22 09:28:36 main:574] : INFO : Epoch 805 | loss: 0.0311741 | val_loss: 0.0311845 | Time: 2306.95 ms [2021-01-22 09:28:38 main:574] : INFO : Epoch 806 | loss: 0.0311738 | val_loss: 0.0311847 | Time: 2415.42 ms [2021-01-22 09:28:41 main:574] : INFO : Epoch 807 | loss: 0.0311748 | val_loss: 0.0311891 | Time: 2393.91 ms [2021-01-22 09:28:43 main:574] : INFO : Epoch 808 | loss: 0.0311786 | val_loss: 0.0311928 | Time: 2449.74 ms [2021-01-22 09:28:45 main:574] : INFO : Epoch 809 | loss: 0.031175 | val_loss: 0.0311838 | Time: 2086.47 ms [2021-01-22 09:28:48 main:574] : INFO : Epoch 810 | loss: 0.0311736 | val_loss: 0.0311858 | Time: 2422.66 ms [2021-01-22 09:28:50 main:574] : INFO : Epoch 811 | loss: 0.0311773 | val_loss: 0.0311841 | Time: 2378.27 ms [2021-01-22 09:28:53 main:574] : INFO : Epoch 812 | loss: 0.031176 | val_loss: 0.0311852 | Time: 2331.66 ms [2021-01-22 09:28:55 main:574] : INFO : Epoch 813 | loss: 0.0311746 | val_loss: 0.0311837 | Time: 2400.05 ms [2021-01-22 09:28:58 main:574] : INFO : Epoch 814 | loss: 0.0311738 | val_loss: 0.0311853 | Time: 2376.33 ms [2021-01-22 09:29:00 main:574] : INFO : Epoch 815 | loss: 0.0311735 | val_loss: 0.0311841 | Time: 2402.87 ms [2021-01-22 09:29:02 main:574] : INFO : Epoch 816 | loss: 0.0311748 | val_loss: 0.0311834 | Time: 2354.16 ms [2021-01-22 09:29:05 main:574] : INFO : Epoch 817 | loss: 0.0311749 | val_loss: 0.0311834 | Time: 2376.2 ms [2021-01-22 09:29:07 main:574] : INFO : Epoch 818 | loss: 0.0311735 | val_loss: 0.0311845 | Time: 2235.09 ms [2021-01-22 09:29:09 main:574] : INFO : Epoch 819 | loss: 0.0311755 | val_loss: 0.0311838 | Time: 2199.26 ms [2021-01-22 09:29:12 main:574] : INFO : Epoch 820 | loss: 0.0311741 | val_loss: 0.0311842 | Time: 2183.26 ms [2021-01-22 09:29:14 main:574] : INFO : Epoch 821 | loss: 0.0311735 | val_loss: 0.0311843 | Time: 2263.49 ms [2021-01-22 09:29:16 main:574] : INFO : Epoch 822 | loss: 0.0311754 | val_loss: 0.0311846 | Time: 2308.3 ms [2021-01-22 09:29:19 main:574] : INFO : Epoch 823 | loss: 0.0311743 | val_loss: 0.0311868 | Time: 2295.02 ms [2021-01-22 09:29:21 main:574] : INFO : Epoch 824 | loss: 0.0311742 | val_loss: 0.0311843 | Time: 2423.35 ms [2021-01-22 09:29:24 main:574] : INFO : Epoch 825 | loss: 0.0311732 | val_loss: 0.0311839 | Time: 2404.43 ms [2021-01-22 09:29:26 main:574] : INFO : Epoch 826 | loss: 0.0311728 | val_loss: 0.0311842 | Time: 2322.93 ms [2021-01-22 09:29:28 main:574] : INFO : Epoch 827 | loss: 0.0311764 | val_loss: 0.0311849 | Time: 2339.95 ms [2021-01-22 09:29:31 main:574] : INFO : Epoch 828 | loss: 0.0311744 | val_loss: 0.031189 | Time: 2333.31 ms [2021-01-22 09:29:33 main:574] : INFO : Epoch 829 | loss: 0.0311746 | val_loss: 0.031183 | Time: 2357.22 ms [2021-01-22 09:29:36 main:574] : INFO : Epoch 830 | loss: 0.0311737 | val_loss: 0.0311835 | Time: 2250.87 ms [2021-01-22 09:29:38 main:574] : INFO : Epoch 831 | loss: 0.0311741 | val_loss: 0.0311835 | Time: 2320.09 ms [2021-01-22 09:29:40 main:574] : INFO : Epoch 832 | loss: 0.0311738 | val_loss: 0.0311832 | Time: 2285.64 ms [2021-01-22 09:29:43 main:574] : INFO : Epoch 833 | loss: 0.0311741 | val_loss: 0.0311839 | Time: 2319.44 ms [2021-01-22 09:29:45 main:574] : INFO : Epoch 834 | loss: 0.0311738 | val_loss: 0.031188 | Time: 2322.15 ms [2021-01-22 09:29:47 main:574] : INFO : Epoch 835 | loss: 0.0311764 | val_loss: 0.0311884 | Time: 2344.4 ms [2021-01-22 09:29:50 main:574] : INFO : Epoch 836 | loss: 0.0311752 | val_loss: 0.0311891 | Time: 2260.09 ms [2021-01-22 09:29:52 main:574] : INFO : Epoch 837 | loss: 0.0311775 | val_loss: 0.031192 | Time: 2275.79 ms [2021-01-22 09:29:54 main:574] : INFO : Epoch 838 | loss: 0.0311777 | val_loss: 0.0311862 | Time: 2148.75 ms [2021-01-22 09:29:57 main:574] : INFO : Epoch 839 | loss: 0.0311772 | val_loss: 0.0311882 | Time: 2358.28 ms [2021-01-22 09:29:59 main:574] : INFO : Epoch 840 | loss: 0.0311751 | val_loss: 0.0311837 | Time: 2372.84 ms [2021-01-22 09:30:02 main:574] : INFO : Epoch 841 | loss: 0.0311737 | val_loss: 0.0311839 | Time: 2292 ms [2021-01-22 09:30:04 main:574] : INFO : Epoch 842 | loss: 0.0311744 | val_loss: 0.0311873 | Time: 2163.13 ms [2021-01-22 09:30:06 main:574] : INFO : Epoch 843 | loss: 0.0311773 | val_loss: 0.0311864 | Time: 2252.49 ms [2021-01-22 09:30:08 main:574] : INFO : Epoch 844 | loss: 0.0311759 | val_loss: 0.0311845 | Time: 2314.71 ms [2021-01-22 09:30:11 main:574] : INFO : Epoch 845 | loss: 0.0311749 | val_loss: 0.031182 | Time: 2241.26 ms [2021-01-22 09:30:13 main:574] : INFO : Epoch 846 | loss: 0.0311745 | val_loss: 0.031184 | Time: 2302.06 ms [2021-01-22 09:30:15 main:574] : INFO : Epoch 847 | loss: 0.0311763 | val_loss: 0.0311846 | Time: 2287.6 ms [2021-01-22 09:30:18 main:574] : INFO : Epoch 848 | loss: 0.0311794 | val_loss: 0.0311825 | Time: 2293.16 ms [2021-01-22 09:30:20 main:574] : INFO : Epoch 849 | loss: 0.0311769 | val_loss: 0.0311851 | Time: 2247.55 ms [2021-01-22 09:30:23 main:574] : INFO : Epoch 850 | loss: 0.0311769 | val_loss: 0.031187 | Time: 2336.8 ms [2021-01-22 09:30:25 main:574] : INFO : Epoch 851 | loss: 0.0311759 | val_loss: 0.0311825 | Time: 2312.37 ms [2021-01-22 09:30:27 main:574] : INFO : Epoch 852 | loss: 0.0311747 | val_loss: 0.0311836 | Time: 2360.15 ms [2021-01-22 09:30:30 main:574] : INFO : Epoch 853 | loss: 0.0311743 | val_loss: 0.0311838 | Time: 2348.82 ms [2021-01-22 09:30:32 main:574] : INFO : Epoch 854 | loss: 0.0311738 | val_loss: 0.0311829 | Time: 2457.24 ms [2021-01-22 09:30:34 main:574] : INFO : Epoch 855 | loss: 0.0311744 | val_loss: 0.0311879 | Time: 2267.61 ms [2021-01-22 09:30:37 main:574] : INFO : Epoch 856 | loss: 0.031174 | val_loss: 0.0311824 | Time: 2263.44 ms [2021-01-22 09:30:39 main:574] : INFO : Epoch 857 | loss: 0.0311736 | val_loss: 0.0311853 | Time: 2408.05 ms [2021-01-22 09:30:42 main:574] : INFO : Epoch 858 | loss: 0.0311753 | val_loss: 0.0311838 | Time: 2316.77 ms [2021-01-22 09:30:44 main:574] : INFO : Epoch 859 | loss: 0.0311754 | val_loss: 0.0311826 | Time: 2255.37 ms [2021-01-22 09:30:46 main:574] : INFO : Epoch 860 | loss: 0.0311742 | val_loss: 0.0311825 | Time: 2349.79 ms [2021-01-22 09:30:49 main:574] : INFO : Epoch 861 | loss: 0.031174 | val_loss: 0.0311888 | Time: 2300.33 ms [2021-01-22 09:30:51 main:574] : INFO : Epoch 862 | loss: 0.0311794 | val_loss: 0.0311856 | Time: 2312.12 ms [2021-01-22 09:30:54 main:574] : INFO : Epoch 863 | loss: 0.0311788 | val_loss: 0.0311858 | Time: 2302.79 ms [2021-01-22 09:30:56 main:574] : INFO : Epoch 864 | loss: 0.0311769 | val_loss: 0.0311846 | Time: 2377.16 ms [2021-01-22 09:30:58 main:574] : INFO : Epoch 865 | loss: 0.031176 | val_loss: 0.0311838 | Time: 2246.63 ms [2021-01-22 09:31:01 main:574] : INFO : Epoch 866 | loss: 0.0311763 | val_loss: 0.0311835 | Time: 2251.91 ms [2021-01-22 09:31:03 main:574] : INFO : Epoch 867 | loss: 0.0311785 | val_loss: 0.0311842 | Time: 2323.9 ms [2021-01-22 09:31:05 main:574] : INFO : Epoch 868 | loss: 0.0311792 | val_loss: 0.0311841 | Time: 2504.15 ms [2021-01-22 09:31:08 main:574] : INFO : Epoch 869 | loss: 0.0311785 | val_loss: 0.0311836 | Time: 2322.54 ms [2021-01-22 09:31:10 main:574] : INFO : Epoch 870 | loss: 0.0311748 | val_loss: 0.0311826 | Time: 2198.61 ms [2021-01-22 09:31:12 main:574] : INFO : Epoch 871 | loss: 0.0311764 | val_loss: 0.031183 | Time: 2295.12 ms [2021-01-22 09:31:15 main:574] : INFO : Epoch 872 | loss: 0.0311766 | val_loss: 0.0311825 | Time: 2402.55 ms [2021-01-22 09:31:17 main:574] : INFO : Epoch 873 | loss: 0.0311742 | val_loss: 0.0311831 | Time: 2316.67 ms [2021-01-22 09:31:20 main:574] : INFO : Epoch 874 | loss: 0.0311741 | val_loss: 0.0311834 | Time: 2372.98 ms [2021-01-22 09:31:22 main:574] : INFO : Epoch 875 | loss: 0.0311737 | val_loss: 0.0311825 | Time: 2271.37 ms [2021-01-22 09:31:25 main:574] : INFO : Epoch 876 | loss: 0.0311737 | val_loss: 0.031185 | Time: 2263.98 ms [2021-01-22 09:31:27 main:574] : INFO : Epoch 877 | loss: 0.0311757 | val_loss: 0.031183 | Time: 2239.7 ms [2021-01-22 09:31:29 main:574] : INFO : Epoch 878 | loss: 0.0311733 | val_loss: 0.0311828 | Time: 2279.2 ms [2021-01-22 09:31:32 main:574] : INFO : Epoch 879 | loss: 0.0311732 | val_loss: 0.0311835 | Time: 2317.73 ms [2021-01-22 09:31:34 main:574] : INFO : Epoch 880 | loss: 0.0311739 | val_loss: 0.0311825 | Time: 2319.15 ms [2021-01-22 09:31:36 main:574] : INFO : Epoch 881 | loss: 0.0311731 | val_loss: 0.0311831 | Time: 2359.33 ms [2021-01-22 09:31:39 main:574] : INFO : Epoch 882 | loss: 0.0311732 | val_loss: 0.031184 | Time: 2310.64 ms [2021-01-22 09:31:41 main:574] : INFO : Epoch 883 | loss: 0.0311753 | val_loss: 0.0311839 | Time: 2275.86 ms [2021-01-22 09:31:43 main:574] : INFO : Epoch 884 | loss: 0.0311741 | val_loss: 0.0311855 | Time: 2268.88 ms [2021-01-22 09:31:46 main:574] : INFO : Epoch 885 | loss: 0.0311764 | val_loss: 0.0311822 | Time: 2412.34 ms [2021-01-22 09:31:48 main:574] : INFO : Epoch 886 | loss: 0.0311729 | val_loss: 0.0311818 | Time: 2316.29 ms [2021-01-22 09:31:51 main:574] : INFO : Epoch 887 | loss: 0.0311718 | val_loss: 0.0311821 | Time: 2337.28 ms [2021-01-22 09:31:53 main:574] : INFO : Epoch 888 | loss: 0.0311726 | val_loss: 0.031183 | Time: 2352.45 ms [2021-01-22 09:31:56 main:574] : INFO : Epoch 889 | loss: 0.0311716 | val_loss: 0.0311833 | Time: 2284.27 ms [2021-01-22 09:31:58 main:574] : INFO : Epoch 890 | loss: 0.0311709 | val_loss: 0.0311817 | Time: 2294.67 ms [2021-01-22 09:32:00 main:574] : INFO : Epoch 891 | loss: 0.0311715 | val_loss: 0.0311826 | Time: 2270.95 ms [2021-01-22 09:32:03 main:574] : INFO : Epoch 892 | loss: 0.0311725 | val_loss: 0.0311825 | Time: 2326.11 ms [2021-01-22 09:32:05 main:574] : INFO : Epoch 893 | loss: 0.031172 | val_loss: 0.0311827 | Time: 2384.48 ms [2021-01-22 09:32:07 main:574] : INFO : Epoch 894 | loss: 0.0311745 | val_loss: 0.0311825 | Time: 2266.78 ms [2021-01-22 09:32:10 main:574] : INFO : Epoch 895 | loss: 0.0311725 | val_loss: 0.0311847 | Time: 2270.18 ms [2021-01-22 09:32:12 main:574] : INFO : Epoch 896 | loss: 0.0311708 | val_loss: 0.0311843 | Time: 2436.48 ms [2021-01-22 09:32:15 main:574] : INFO : Epoch 897 | loss: 0.031173 | val_loss: 0.0311827 | Time: 2379.73 ms [2021-01-22 09:32:17 main:574] : INFO : Epoch 898 | loss: 0.0311712 | val_loss: 0.0311837 | Time: 2299.37 ms [2021-01-22 09:32:19 main:574] : INFO : Epoch 899 | loss: 0.0311712 | val_loss: 0.0311828 | Time: 2398.05 ms [2021-01-22 09:32:22 main:574] : INFO : Epoch 900 | loss: 0.0311723 | val_loss: 0.0311849 | Time: 2316.29 ms [2021-01-22 09:32:24 main:574] : INFO : Epoch 901 | loss: 0.0311729 | val_loss: 0.0311821 | Time: 2244.8 ms [2021-01-22 09:32:27 main:574] : INFO : Epoch 902 | loss: 0.0311755 | val_loss: 0.0311913 | Time: 2404.57 ms [2021-01-22 09:32:29 main:574] : INFO : Epoch 903 | loss: 0.0311804 | val_loss: 0.0311908 | Time: 2351.71 ms [2021-01-22 09:32:31 main:574] : INFO : Epoch 904 | loss: 0.0372707 | val_loss: 0.0519648 | Time: 2298.44 ms [2021-01-22 09:32:34 main:574] : INFO : Epoch 905 | loss: 0.0345251 | val_loss: 0.0321891 | Time: 2360.92 ms [2021-01-22 09:32:36 main:574] : INFO : Epoch 906 | loss: 0.031734 | val_loss: 0.0313662 | Time: 2396.78 ms [2021-01-22 09:32:39 main:574] : INFO : Epoch 907 | loss: 0.0312979 | val_loss: 0.0312433 | Time: 2323.27 ms [2021-01-22 09:32:41 main:574] : INFO : Epoch 908 | loss: 0.0312296 | val_loss: 0.031217 | Time: 2253.25 ms [2021-01-22 09:32:43 main:574] : INFO : Epoch 909 | loss: 0.0312069 | val_loss: 0.0312019 | Time: 2287.88 ms [2021-01-22 09:32:46 main:574] : INFO : Epoch 910 | loss: 0.0311985 | val_loss: 0.0311988 | Time: 2218.67 ms [2021-01-22 09:32:48 main:574] : INFO : Epoch 911 | loss: 0.0311967 | val_loss: 0.0311983 | Time: 2380.23 ms [2021-01-22 09:32:50 main:574] : INFO : Epoch 912 | loss: 0.0311957 | val_loss: 0.0311973 | Time: 2368.25 ms [2021-01-22 09:32:53 main:574] : INFO : Epoch 913 | loss: 0.0311952 | val_loss: 0.0311984 | Time: 2467.51 ms [2021-01-22 09:32:56 main:574] : INFO : Epoch 914 | loss: 0.0311946 | val_loss: 0.0311955 | Time: 2580.82 ms [2021-01-22 09:32:58 main:574] : INFO : Epoch 915 | loss: 0.0311928 | val_loss: 0.0311952 | Time: 2256.59 ms [2021-01-22 09:33:00 main:574] : INFO : Epoch 916 | loss: 0.0311924 | val_loss: 0.0311944 | Time: 2407.91 ms [2021-01-22 09:33:03 main:574] : INFO : Epoch 917 | loss: 0.0311918 | val_loss: 0.0311951 | Time: 2417.89 ms [2021-01-22 09:33:05 main:574] : INFO : Epoch 918 | loss: 0.0311921 | val_loss: 0.0311943 | Time: 2244.16 ms [2021-01-22 09:33:08 main:574] : INFO : Epoch 919 | loss: 0.0311917 | val_loss: 0.0311939 | Time: 2318.98 ms [2021-01-22 09:33:10 main:574] : INFO : Epoch 920 | loss: 0.0311905 | val_loss: 0.0311947 | Time: 2360 ms [2021-01-22 09:33:12 main:574] : INFO : Epoch 921 | loss: 0.0311912 | val_loss: 0.0311935 | Time: 2284.41 ms [2021-01-22 09:33:15 main:574] : INFO : Epoch 922 | loss: 0.0311897 | val_loss: 0.031193 | Time: 2251.18 ms [2021-01-22 09:33:17 main:574] : INFO : Epoch 923 | loss: 0.0311899 | val_loss: 0.0311937 | Time: 2295.6 ms [2021-01-22 09:33:19 main:574] : INFO : Epoch 924 | loss: 0.0311894 | val_loss: 0.0311923 | Time: 2347.7 ms [2021-01-22 09:33:22 main:574] : INFO : Epoch 925 | loss: 0.0311892 | val_loss: 0.0311926 | Time: 2298.05 ms [2021-01-22 09:33:24 main:574] : INFO : Epoch 926 | loss: 0.0311881 | val_loss: 0.0311923 | Time: 2229.05 ms [2021-01-22 09:33:26 main:574] : INFO : Epoch 927 | loss: 0.0311887 | val_loss: 0.0311924 | Time: 2384.74 ms [2021-01-22 09:33:29 main:574] : INFO : Epoch 928 | loss: 0.0311897 | val_loss: 0.0311942 | Time: 2302.58 ms [2021-01-22 09:33:31 main:574] : INFO : Epoch 929 | loss: 0.0311894 | val_loss: 0.0311921 | Time: 2340.98 ms [2021-01-22 09:33:34 main:574] : INFO : Epoch 930 | loss: 0.0311887 | val_loss: 0.0311913 | Time: 2365.57 ms [2021-01-22 09:33:36 main:574] : INFO : Epoch 931 | loss: 0.0311888 | val_loss: 0.0311923 | Time: 2266.36 ms [2021-01-22 09:33:38 main:574] : INFO : Epoch 932 | loss: 0.0311889 | val_loss: 0.0311917 | Time: 2403.8 ms [2021-01-22 09:33:41 main:574] : INFO : Epoch 933 | loss: 0.0311886 | val_loss: 0.031194 | Time: 2319.01 ms [2021-01-22 09:33:43 main:574] : INFO : Epoch 934 | loss: 0.0311881 | val_loss: 0.0311912 | Time: 2309.81 ms [2021-01-22 09:33:46 main:574] : INFO : Epoch 935 | loss: 0.0311873 | val_loss: 0.0311922 | Time: 2269.61 ms [2021-01-22 09:33:48 main:574] : INFO : Epoch 936 | loss: 0.0311877 | val_loss: 0.0311905 | Time: 2244.66 ms [2021-01-22 09:33:50 main:574] : INFO : Epoch 937 | loss: 0.0311876 | val_loss: 0.0311914 | Time: 2302.93 ms [2021-01-22 09:33:53 main:574] : INFO : Epoch 938 | loss: 0.0311871 | val_loss: 0.0311919 | Time: 2292.22 ms [2021-01-22 09:33:55 main:574] : INFO : Epoch 939 | loss: 0.0311878 | val_loss: 0.0311899 | Time: 2315.38 ms [2021-01-22 09:33:57 main:574] : INFO : Epoch 940 | loss: 0.0311857 | val_loss: 0.0311898 | Time: 2231.83 ms [2021-01-22 09:33:59 main:574] : INFO : Epoch 941 | loss: 0.0311856 | val_loss: 0.0311901 | Time: 2217.5 ms [2021-01-22 09:34:02 main:574] : INFO : Epoch 942 | loss: 0.031186 | val_loss: 0.0311896 | Time: 2339.34 ms [2021-01-22 09:34:04 main:574] : INFO : Epoch 943 | loss: 0.0311857 | val_loss: 0.0311906 | Time: 2335.01 ms [2021-01-22 09:34:07 main:574] : INFO : Epoch 944 | loss: 0.0311869 | val_loss: 0.0311917 | Time: 2277.03 ms [2021-01-22 09:34:09 main:574] : INFO : Epoch 945 | loss: 0.0311862 | val_loss: 0.0311907 | Time: 2274.03 ms [2021-01-22 09:34:11 main:574] : INFO : Epoch 946 | loss: 0.0311863 | val_loss: 0.0311903 | Time: 2388.06 ms [2021-01-22 09:34:14 main:574] : INFO : Epoch 947 | loss: 0.0311855 | val_loss: 0.0311903 | Time: 2284.74 ms [2021-01-22 09:34:16 main:574] : INFO : Epoch 948 | loss: 0.0311852 | val_loss: 0.0311912 | Time: 2301.97 ms [2021-01-22 09:34:19 main:574] : INFO : Epoch 949 | loss: 0.0311854 | val_loss: 0.0311904 | Time: 2435.12 ms [2021-01-22 09:34:21 main:574] : INFO : Epoch 950 | loss: 0.0311864 | val_loss: 0.0311917 | Time: 2366.82 ms [2021-01-22 09:34:24 main:574] : INFO : Epoch 951 | loss: 0.0311855 | val_loss: 0.0311929 | Time: 2434.64 ms [2021-01-22 09:34:26 main:574] : INFO : Epoch 952 | loss: 0.0311856 | val_loss: 0.031192 | Time: 2371.05 ms [2021-01-22 09:34:28 main:574] : INFO : Epoch 953 | loss: 0.0311848 | val_loss: 0.0311895 | Time: 2297.89 ms [2021-01-22 09:34:31 main:574] : INFO : Epoch 954 | loss: 0.0311854 | val_loss: 0.0311898 | Time: 2529.48 ms [2021-01-22 09:34:33 main:574] : INFO : Epoch 955 | loss: 0.0311843 | val_loss: 0.0311896 | Time: 2313.31 ms [2021-01-22 09:34:36 main:574] : INFO : Epoch 956 | loss: 0.0311842 | val_loss: 0.0311892 | Time: 2335.53 ms [2021-01-22 09:34:38 main:574] : INFO : Epoch 957 | loss: 0.0311833 | val_loss: 0.03119 | Time: 2332.72 ms [2021-01-22 09:34:40 main:574] : INFO : Epoch 958 | loss: 0.0311852 | val_loss: 0.031191 | Time: 2301.1 ms [2021-01-22 09:34:43 main:574] : INFO : Epoch 959 | loss: 0.0311862 | val_loss: 0.0311916 | Time: 2272.07 ms [2021-01-22 09:34:45 main:574] : INFO : Epoch 960 | loss: 0.031188 | val_loss: 0.0311907 | Time: 2494.36 ms [2021-01-22 09:34:48 main:574] : INFO : Epoch 961 | loss: 0.0311881 | val_loss: 0.0311917 | Time: 2361.3 ms [2021-01-22 09:34:50 main:574] : INFO : Epoch 962 | loss: 0.031186 | val_loss: 0.0311908 | Time: 2199.57 ms [2021-01-22 09:34:52 main:574] : INFO : Epoch 963 | loss: 0.0311855 | val_loss: 0.0311914 | Time: 2373.03 ms [2021-01-22 09:34:55 main:574] : INFO : Epoch 964 | loss: 0.0311856 | val_loss: 0.0311919 | Time: 2348.6 ms [2021-01-22 09:34:57 main:574] : INFO : Epoch 965 | loss: 0.0311851 | val_loss: 0.0311891 | Time: 2244.18 ms [2021-01-22 09:35:00 main:574] : INFO : Epoch 966 | loss: 0.0311845 | val_loss: 0.0311904 | Time: 2346.87 ms [2021-01-22 09:35:02 main:574] : INFO : Epoch 967 | loss: 0.0311841 | val_loss: 0.0311901 | Time: 2319.96 ms [2021-01-22 09:35:05 main:574] : INFO : Epoch 968 | loss: 0.0311848 | val_loss: 0.0311896 | Time: 2441.86 ms [2021-01-22 09:35:07 main:574] : INFO : Epoch 969 | loss: 0.0311839 | val_loss: 0.0311909 | Time: 2362.33 ms [2021-01-22 09:35:09 main:574] : INFO : Epoch 970 | loss: 0.0311837 | val_loss: 0.0311893 | Time: 2355.29 ms [2021-01-22 09:35:12 main:574] : INFO : Epoch 971 | loss: 0.0311848 | val_loss: 0.0311879 | Time: 2275.49 ms [2021-01-22 09:35:14 main:574] : INFO : Epoch 972 | loss: 0.0311846 | val_loss: 0.0311893 | Time: 2353.95 ms [2021-01-22 09:35:17 main:574] : INFO : Epoch 973 | loss: 0.0311849 | val_loss: 0.0311929 | Time: 2355.4 ms [2021-01-22 09:35:19 main:574] : INFO : Epoch 974 | loss: 0.0311839 | val_loss: 0.0311883 | Time: 2336.83 ms [2021-01-22 09:35:21 main:574] : INFO : Epoch 975 | loss: 0.0311826 | val_loss: 0.031188 | Time: 2316.39 ms [2021-01-22 09:35:24 main:574] : INFO : Epoch 976 | loss: 0.0311823 | val_loss: 0.0311865 | Time: 2265.47 ms [2021-01-22 09:35:26 main:574] : INFO : Epoch 977 | loss: 0.0311822 | val_loss: 0.0311873 | Time: 2284.57 ms [2021-01-22 09:35:28 main:574] : INFO : Epoch 978 | loss: 0.0311826 | val_loss: 0.0311861 | Time: 2222.08 ms [2021-01-22 09:35:31 main:574] : INFO : Epoch 979 | loss: 0.0311819 | val_loss: 0.0311858 | Time: 2394.98 ms [2021-01-22 09:35:33 main:574] : INFO : Epoch 980 | loss: 0.0311814 | val_loss: 0.0311879 | Time: 2392.08 ms [2021-01-22 09:35:35 main:574] : INFO : Epoch 981 | loss: 0.0311811 | val_loss: 0.0311857 | Time: 2175.22 ms [2021-01-22 09:35:38 main:574] : INFO : Epoch 982 | loss: 0.0311813 | val_loss: 0.0311864 | Time: 2273.58 ms [2021-01-22 09:35:40 main:574] : INFO : Epoch 983 | loss: 0.0311807 | val_loss: 0.031187 | Time: 2295.42 ms [2021-01-22 09:35:43 main:574] : INFO : Epoch 984 | loss: 0.0311808 | val_loss: 0.0311878 | Time: 2373.49 ms [2021-01-22 09:35:45 main:574] : INFO : Epoch 985 | loss: 0.0311818 | val_loss: 0.0311861 | Time: 2269.51 ms [2021-01-22 09:35:47 main:574] : INFO : Epoch 986 | loss: 0.0311809 | val_loss: 0.0311862 | Time: 2230.28 ms [2021-01-22 09:35:50 main:574] : INFO : Epoch 987 | loss: 0.0311809 | val_loss: 0.0311866 | Time: 2314.9 ms [2021-01-22 09:35:52 main:574] : INFO : Epoch 988 | loss: 0.0311809 | val_loss: 0.0311869 | Time: 2414.65 ms [2021-01-22 09:35:54 main:574] : INFO : Epoch 989 | loss: 0.0311803 | val_loss: 0.0311869 | Time: 2261.26 ms [2021-01-22 09:35:57 main:574] : INFO : Epoch 990 | loss: 0.0311803 | val_loss: 0.0311875 | Time: 2334.44 ms [2021-01-22 09:35:59 main:574] : INFO : Epoch 991 | loss: 0.0311808 | val_loss: 0.031187 | Time: 2263.86 ms [2021-01-22 09:36:02 main:574] : INFO : Epoch 992 | loss: 0.0311795 | val_loss: 0.0311864 | Time: 2312.77 ms [2021-01-22 09:36:04 main:574] : INFO : Epoch 993 | loss: 0.0311794 | val_loss: 0.0311872 | Time: 2137.75 ms [2021-01-22 09:36:06 main:574] : INFO : Epoch 994 | loss: 0.0311793 | val_loss: 0.0311869 | Time: 2438.5 ms [2021-01-22 09:36:09 main:574] : INFO : Epoch 995 | loss: 0.0311805 | val_loss: 0.0311899 | Time: 2380.62 ms [2021-01-22 09:36:11 main:574] : INFO : Epoch 996 | loss: 0.0311811 | val_loss: 0.0311879 | Time: 2332 ms [2021-01-22 09:36:13 main:574] : INFO : Epoch 997 | loss: 0.0311798 | val_loss: 0.0311868 | Time: 2185.86 ms [2021-01-22 09:36:16 main:574] : INFO : Epoch 998 | loss: 0.0311799 | val_loss: 0.0311877 | Time: 2313.42 ms [2021-01-22 09:36:18 main:574] : INFO : Epoch 999 | loss: 0.0311819 | val_loss: 0.031187 | Time: 2354.35 ms [2021-01-22 09:36:21 main:574] : INFO : Epoch 1000 | loss: 0.0311823 | val_loss: 0.0311925 | Time: 2400.09 ms [2021-01-22 09:36:23 main:574] : INFO : Epoch 1001 | loss: 0.0311831 | val_loss: 0.0311868 | Time: 2312.11 ms [2021-01-22 09:36:25 main:574] : INFO : Epoch 1002 | loss: 0.0311831 | val_loss: 0.0311858 | Time: 2322.33 ms [2021-01-22 09:36:28 main:574] : INFO : Epoch 1003 | loss: 0.0311809 | val_loss: 0.0311862 | Time: 2420.29 ms [2021-01-22 09:36:30 main:574] : INFO : Epoch 1004 | loss: 0.0311801 | val_loss: 0.0311868 | Time: 2359.59 ms [2021-01-22 09:36:33 main:574] : INFO : Epoch 1005 | loss: 0.0311795 | val_loss: 0.0311856 | Time: 2226.51 ms [2021-01-22 09:36:35 main:574] : INFO : Epoch 1006 | loss: 0.03118 | val_loss: 0.0311885 | Time: 2292.33 ms [2021-01-22 09:36:37 main:574] : INFO : Epoch 1007 | loss: 0.0311812 | val_loss: 0.0311854 | Time: 2263.73 ms [2021-01-22 09:36:40 main:574] : INFO : Epoch 1008 | loss: 0.0311803 | val_loss: 0.0311856 | Time: 2358.69 ms [2021-01-22 09:36:42 main:574] : INFO : Epoch 1009 | loss: 0.0311808 | val_loss: 0.0311863 | Time: 2250.45 ms [2021-01-22 09:36:44 main:574] : INFO : Epoch 1010 | loss: 0.0311804 | val_loss: 0.0311861 | Time: 2350.77 ms [2021-01-22 09:36:47 main:574] : INFO : Epoch 1011 | loss: 0.0311793 | val_loss: 0.0311852 | Time: 2338.16 ms [2021-01-22 09:36:49 main:574] : INFO : Epoch 1012 | loss: 0.0311807 | val_loss: 0.0311919 | Time: 2446.84 ms [2021-01-22 09:36:52 main:574] : INFO : Epoch 1013 | loss: 0.0311836 | val_loss: 0.0311863 | Time: 2369.04 ms [2021-01-22 09:36:54 main:574] : INFO : Epoch 1014 | loss: 0.0311792 | val_loss: 0.0311857 | Time: 2194.88 ms [2021-01-22 09:36:56 main:574] : INFO : Epoch 1015 | loss: 0.03118 | val_loss: 0.0311849 | Time: 2307.55 ms [2021-01-22 09:36:59 main:574] : INFO : Epoch 1016 | loss: 0.0311798 | val_loss: 0.0311848 | Time: 2235.53 ms [2021-01-22 09:37:01 main:574] : INFO : Epoch 1017 | loss: 0.0311787 | val_loss: 0.0311852 | Time: 2336.05 ms [2021-01-22 09:37:03 main:574] : INFO : Epoch 1018 | loss: 0.0311788 | val_loss: 0.0311855 | Time: 2378.87 ms [2021-01-22 09:37:06 main:574] : INFO : Epoch 1019 | loss: 0.0311787 | val_loss: 0.0311859 | Time: 2343.33 ms [2021-01-22 09:37:08 main:574] : INFO : Epoch 1020 | loss: 0.0311796 | val_loss: 0.0311862 | Time: 2272.91 ms [2021-01-22 09:37:11 main:574] : INFO : Epoch 1021 | loss: 0.0311833 | val_loss: 0.031191 | Time: 2334.59 ms [2021-01-22 09:37:13 main:574] : INFO : Epoch 1022 | loss: 0.0311873 | val_loss: 0.0311855 | Time: 2281.59 ms [2021-01-22 09:37:15 main:574] : INFO : Epoch 1023 | loss: 0.0311827 | val_loss: 0.0311844 | Time: 2321.52 ms [2021-01-22 09:37:18 main:574] : INFO : Epoch 1024 | loss: 0.031181 | val_loss: 0.0311853 | Time: 2265.16 ms [2021-01-22 09:37:18 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311853 [2021-01-22 09:37:18 main:603] : INFO : Saving end state to config to file [2021-01-22 09:37:18 main:608] : INFO : Success, exiting.. 09:37:18 (2564): 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)