Task 3764811
| Name | ParityMachine-1605454950-17651-14_0 |
| Workunit | 1940195 |
| Created | 22 Jan 2021, 5:38:25 UTC |
| Sent | 22 Jan 2021, 8:38:34 UTC |
| Report deadline | 29 Jan 2021, 8:38:34 UTC |
| Received | 22 Jan 2021, 13:53:32 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2158 |
| Run time | 40 min 30 sec |
| CPU time | 34 min 49 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> och 514 | loss: 0.0311858 | val_loss: 0.0311896 | Time: 2395.72 ms [2021-01-22 04:33:07 main:574] : INFO : Epoch 515 | loss: 0.0311846 | val_loss: 0.0311911 | Time: 2402.38 ms [2021-01-22 04:33:10 main:574] : INFO : Epoch 516 | loss: 0.0311885 | val_loss: 0.0311929 | Time: 2211.57 ms [2021-01-22 04:33:12 main:574] : INFO : Epoch 517 | loss: 0.0311853 | val_loss: 0.0311879 | Time: 2354.04 ms [2021-01-22 04:33:15 main:574] : INFO : Epoch 518 | loss: 0.0311856 | val_loss: 0.0311908 | Time: 2338.37 ms [2021-01-22 04:33:17 main:574] : INFO : Epoch 519 | loss: 0.031184 | val_loss: 0.0311888 | Time: 2290.82 ms [2021-01-22 04:33:19 main:574] : INFO : Epoch 520 | loss: 0.0311837 | val_loss: 0.0311891 | Time: 2273.6 ms [2021-01-22 04:33:22 main:574] : INFO : Epoch 521 | loss: 0.0311837 | val_loss: 0.0311898 | Time: 2209.76 ms [2021-01-22 04:33:24 main:574] : INFO : Epoch 522 | loss: 0.031185 | val_loss: 0.0311874 | Time: 2258.03 ms [2021-01-22 04:33:26 main:574] : INFO : Epoch 523 | loss: 0.0311839 | val_loss: 0.0311865 | Time: 2365.22 ms [2021-01-22 04:33:28 main:574] : INFO : Epoch 524 | loss: 0.0311838 | val_loss: 0.0311889 | Time: 2159.63 ms [2021-01-22 04:33:31 main:574] : INFO : Epoch 525 | loss: 0.0311859 | val_loss: 0.0311903 | Time: 2254.06 ms [2021-01-22 04:33:33 main:574] : INFO : Epoch 526 | loss: 0.0311865 | val_loss: 0.0311875 | Time: 2254.31 ms [2021-01-22 04:33:35 main:574] : INFO : Epoch 527 | loss: 0.031188 | val_loss: 0.0311992 | Time: 2285.58 ms [2021-01-22 04:33:38 main:574] : INFO : Epoch 528 | loss: 0.0311885 | val_loss: 0.0311944 | Time: 2400.17 ms [2021-01-22 04:33:40 main:574] : INFO : Epoch 529 | loss: 0.0311897 | val_loss: 0.03119 | Time: 2241.46 ms [2021-01-22 04:33:43 main:574] : INFO : Epoch 530 | loss: 0.0311863 | val_loss: 0.0311911 | Time: 2229.31 ms [2021-01-22 04:33:45 main:574] : INFO : Epoch 531 | loss: 0.0311876 | val_loss: 0.0311898 | Time: 2439.03 ms [2021-01-22 04:33:47 main:574] : INFO : Epoch 532 | loss: 0.0311859 | val_loss: 0.0311881 | Time: 2286.27 ms [2021-01-22 04:33:50 main:574] : INFO : Epoch 533 | loss: 0.0311864 | val_loss: 0.0311893 | Time: 2247.72 ms [2021-01-22 04:33:52 main:574] : INFO : Epoch 534 | loss: 0.0311863 | val_loss: 0.0311891 | Time: 2282.34 ms [2021-01-22 04:33:54 main:574] : INFO : Epoch 535 | loss: 0.0311849 | val_loss: 0.0311921 | Time: 2219.34 ms [2021-01-22 04:33:57 main:574] : INFO : Epoch 536 | loss: 0.0311848 | val_loss: 0.0311892 | Time: 2264.61 ms [2021-01-22 04:33:59 main:574] : INFO : Epoch 537 | loss: 0.0311836 | val_loss: 0.0311887 | Time: 2335.5 ms [2021-01-22 04:34:02 main:574] : INFO : Epoch 538 | loss: 0.0311849 | val_loss: 0.0311899 | Time: 2318.01 ms [2021-01-22 04:34:04 main:574] : INFO : Epoch 539 | loss: 0.0311852 | val_loss: 0.0311932 | Time: 2292.99 ms [2021-01-22 04:34:06 main:574] : INFO : Epoch 540 | loss: 0.0311855 | val_loss: 0.0311901 | Time: 2275.96 ms [2021-01-22 04:34:09 main:574] : INFO : Epoch 541 | loss: 0.031186 | val_loss: 0.0311887 | Time: 2222.77 ms [2021-01-22 04:34:11 main:574] : INFO : Epoch 542 | loss: 0.031186 | val_loss: 0.0311887 | Time: 2285.71 ms [2021-01-22 04:34:13 main:574] : INFO : Epoch 543 | loss: 0.0311837 | val_loss: 0.0311878 | Time: 2363.42 ms [2021-01-22 04:34:16 main:574] : INFO : Epoch 544 | loss: 0.0311838 | val_loss: 0.0311892 | Time: 2253.9 ms [2021-01-22 04:34:18 main:574] : INFO : Epoch 545 | loss: 0.0311836 | val_loss: 0.0311907 | Time: 2366.12 ms [2021-01-22 04:34:20 main:574] : INFO : Epoch 546 | loss: 0.0311841 | val_loss: 0.0311896 | Time: 2386.67 ms [2021-01-22 04:34:23 main:574] : INFO : Epoch 547 | loss: 0.0311849 | val_loss: 0.0311902 | Time: 2226.26 ms [2021-01-22 04:34:25 main:574] : INFO : Epoch 548 | loss: 0.0311858 | val_loss: 0.0311885 | Time: 2200.55 ms [2021-01-22 04:34:27 main:574] : INFO : Epoch 549 | loss: 0.0311855 | val_loss: 0.0311894 | Time: 2212.88 ms [2021-01-22 04:34:30 main:574] : INFO : Epoch 550 | loss: 0.0311875 | val_loss: 0.0311893 | Time: 2312.09 ms [2021-01-22 04:34:32 main:574] : INFO : Epoch 551 | loss: 0.0311867 | val_loss: 0.0311932 | Time: 2220.88 ms [2021-01-22 04:34:34 main:574] : INFO : Epoch 552 | loss: 0.031185 | val_loss: 0.0311904 | Time: 2321.57 ms [2021-01-22 04:34:37 main:574] : INFO : Epoch 553 | loss: 0.0311848 | val_loss: 0.0311906 | Time: 2330.91 ms [2021-01-22 04:34:39 main:574] : INFO : Epoch 554 | loss: 0.0311841 | val_loss: 0.0311912 | Time: 2181.48 ms [2021-01-22 04:34:41 main:574] : INFO : Epoch 555 | loss: 0.0311869 | val_loss: 0.0311879 | Time: 2309.83 ms [2021-01-22 04:34:44 main:574] : INFO : Epoch 556 | loss: 0.0311854 | val_loss: 0.0311892 | Time: 2298.84 ms [2021-01-22 04:34:46 main:574] : INFO : Epoch 557 | loss: 0.0311854 | val_loss: 0.0311911 | Time: 2360.06 ms [2021-01-22 04:34:48 main:574] : INFO : Epoch 558 | loss: 0.031185 | val_loss: 0.0311902 | Time: 2126.73 ms [2021-01-22 04:34:51 main:574] : INFO : Epoch 559 | loss: 0.0311844 | val_loss: 0.0311892 | Time: 2284.69 ms [2021-01-22 04:34:53 main:574] : INFO : Epoch 560 | loss: 0.0311829 | val_loss: 0.0311889 | Time: 2316.63 ms [2021-01-22 04:34:55 main:574] : INFO : Epoch 561 | loss: 0.0311836 | val_loss: 0.0311874 | Time: 2242.4 ms [2021-01-22 04:34:58 main:574] : INFO : Epoch 562 | loss: 0.0311826 | val_loss: 0.0311865 | Time: 2187.51 ms [2021-01-22 04:35:00 main:574] : INFO : Epoch 563 | loss: 0.0311823 | val_loss: 0.0311882 | Time: 2188.33 ms [2021-01-22 04:35:02 main:574] : INFO : Epoch 564 | loss: 0.0311821 | val_loss: 0.0311873 | Time: 2269.93 ms [2021-01-22 04:35:04 main:574] : INFO : Epoch 565 | loss: 0.0311825 | val_loss: 0.0311913 | Time: 2309.71 ms [2021-01-22 04:35:07 main:574] : INFO : Epoch 566 | loss: 0.0311841 | val_loss: 0.0311962 | Time: 2303.99 ms [2021-01-22 04:35:09 main:574] : INFO : Epoch 567 | loss: 0.0311856 | val_loss: 0.0311922 | Time: 2305.67 ms [2021-01-22 04:35:12 main:574] : INFO : Epoch 568 | loss: 0.0311829 | val_loss: 0.0311867 | Time: 2283.94 ms [2021-01-22 04:35:14 main:574] : INFO : Epoch 569 | loss: 0.0311806 | val_loss: 0.0311867 | Time: 2346.92 ms [2021-01-22 04:35:16 main:574] : INFO : Epoch 570 | loss: 0.0311816 | val_loss: 0.0311881 | Time: 2373.3 ms [2021-01-22 04:35:19 main:574] : INFO : Epoch 571 | loss: 0.0311832 | val_loss: 0.0311866 | Time: 2269.81 ms [2021-01-22 04:35:21 main:574] : INFO : Epoch 572 | loss: 0.0311828 | val_loss: 0.0311907 | Time: 2283.31 ms [2021-01-22 04:35:23 main:574] : INFO : Epoch 573 | loss: 0.0311838 | val_loss: 0.0311895 | Time: 2238.21 ms [2021-01-22 04:35:26 main:574] : INFO : Epoch 574 | loss: 0.0311833 | val_loss: 0.0311875 | Time: 2360.27 ms [2021-01-22 04:35:28 main:574] : INFO : Epoch 575 | loss: 0.0311815 | val_loss: 0.0311852 | Time: 2221.11 ms [2021-01-22 04:35:30 main:574] : INFO : Epoch 576 | loss: 0.0311852 | val_loss: 0.0311907 | Time: 2273.94 ms [2021-01-22 04:35:33 main:574] : INFO : Epoch 577 | loss: 0.0311861 | val_loss: 0.0311874 | Time: 2342.08 ms [2021-01-22 04:35:35 main:574] : INFO : Epoch 578 | loss: 0.031182 | val_loss: 0.0311876 | Time: 2410.7 ms [2021-01-22 04:35:38 main:574] : INFO : Epoch 579 | loss: 0.0311831 | val_loss: 0.0311858 | Time: 2303 ms [2021-01-22 04:35:40 main:574] : INFO : Epoch 580 | loss: 0.0311824 | val_loss: 0.031187 | Time: 2282.36 ms [2021-01-22 04:35:42 main:574] : INFO : Epoch 581 | loss: 0.0311803 | val_loss: 0.0311863 | Time: 2326.38 ms [2021-01-22 04:35:45 main:574] : INFO : Epoch 582 | loss: 0.0311791 | val_loss: 0.0311845 | Time: 2272.96 ms [2021-01-22 04:35:47 main:574] : INFO : Epoch 583 | loss: 0.0311797 | val_loss: 0.0311842 | Time: 2272.04 ms [2021-01-22 04:35:49 main:574] : INFO : Epoch 584 | loss: 0.0311788 | val_loss: 0.0311856 | Time: 2342.89 ms [2021-01-22 04:35:52 main:574] : INFO : Epoch 585 | loss: 0.0311803 | val_loss: 0.0311895 | Time: 2420.88 ms [2021-01-22 04:35:54 main:574] : INFO : Epoch 586 | loss: 0.0311806 | val_loss: 0.0311841 | Time: 2366.5 ms [2021-01-22 04:35:57 main:574] : INFO : Epoch 587 | loss: 0.0311799 | val_loss: 0.0311837 | Time: 2275.85 ms [2021-01-22 04:35:59 main:574] : INFO : Epoch 588 | loss: 0.0311793 | val_loss: 0.031184 | Time: 2241.01 ms [2021-01-22 04:36:01 main:574] : INFO : Epoch 589 | loss: 0.0311808 | val_loss: 0.0311861 | Time: 2349.97 ms [2021-01-22 04:36:03 main:574] : INFO : Epoch 590 | loss: 0.0311807 | val_loss: 0.0311852 | Time: 2217.16 ms [2021-01-22 04:36:06 main:574] : INFO : Epoch 591 | loss: 0.0311783 | val_loss: 0.031183 | Time: 2212.48 ms [2021-01-22 04:36:08 main:574] : INFO : Epoch 592 | loss: 0.0311792 | val_loss: 0.0311863 | Time: 2321.01 ms [2021-01-22 04:36:10 main:574] : INFO : Epoch 593 | loss: 0.0311782 | val_loss: 0.0311834 | Time: 2280.11 ms [2021-01-22 04:36:13 main:574] : INFO : Epoch 594 | loss: 0.0311776 | val_loss: 0.0311832 | Time: 2351.55 ms [2021-01-22 04:36:15 main:574] : INFO : Epoch 595 | loss: 0.0311801 | val_loss: 0.0311863 | Time: 2353.03 ms [2021-01-22 04:36:18 main:574] : INFO : Epoch 596 | loss: 0.0311859 | val_loss: 0.0311879 | Time: 2334.48 ms [2021-01-22 04:36:20 main:574] : INFO : Epoch 597 | loss: 0.0311816 | val_loss: 0.0311856 | Time: 2354.16 ms [2021-01-22 04:36:22 main:574] : INFO : Epoch 598 | loss: 0.0311815 | val_loss: 0.0311865 | Time: 2264.86 ms [2021-01-22 04:36:25 main:574] : INFO : Epoch 599 | loss: 0.0311792 | val_loss: 0.0311841 | Time: 2323.01 ms [2021-01-22 04:36:27 main:574] : INFO : Epoch 600 | loss: 0.0311826 | val_loss: 0.0311955 | Time: 2405.4 ms [2021-01-22 04:36:30 main:574] : INFO : Epoch 601 | loss: 0.031183 | val_loss: 0.0311873 | Time: 2393.61 ms [2021-01-22 04:36:32 main:574] : INFO : Epoch 602 | loss: 0.0311813 | val_loss: 0.0311859 | Time: 2215.59 ms [2021-01-22 04:36:34 main:574] : INFO : Epoch 603 | loss: 0.0311813 | val_loss: 0.0311842 | Time: 2305.43 ms [2021-01-22 04:36:37 main:574] : INFO : Epoch 604 | loss: 0.0311799 | val_loss: 0.0311838 | Time: 2326.48 ms [2021-01-22 04:36:39 main:574] : INFO : Epoch 605 | loss: 0.0311802 | val_loss: 0.0311834 | Time: 2501.48 ms [2021-01-22 04:36:42 main:574] : INFO : Epoch 606 | loss: 0.03118 | val_loss: 0.0311837 | Time: 2236.83 ms [2021-01-22 04:36:44 main:574] : INFO : Epoch 607 | loss: 0.0311796 | val_loss: 0.0311849 | Time: 2218.31 ms [2021-01-22 04:36:46 main:574] : INFO : Epoch 608 | loss: 0.031181 | val_loss: 0.031184 | Time: 2354.46 ms [2021-01-22 04:36:48 main:574] : INFO : Epoch 609 | loss: 0.0311795 | val_loss: 0.0311858 | Time: 2278.03 ms [2021-01-22 04:36:51 main:574] : INFO : Epoch 610 | loss: 0.0311815 | val_loss: 0.0311837 | Time: 2222.8 ms [2021-01-22 04:36:53 main:574] : INFO : Epoch 611 | loss: 0.0311814 | val_loss: 0.0311867 | Time: 2292.03 ms [2021-01-22 04:36:56 main:574] : INFO : Epoch 612 | loss: 0.0311804 | val_loss: 0.0311879 | Time: 2340.4 ms [2021-01-22 04:36:58 main:574] : INFO : Epoch 613 | loss: 0.0311804 | val_loss: 0.0311839 | Time: 2253.91 ms [2021-01-22 04:37:00 main:574] : INFO : Epoch 614 | loss: 0.0311798 | val_loss: 0.0311848 | Time: 2206.57 ms [2021-01-22 04:37:02 main:574] : INFO : Epoch 615 | loss: 0.0311812 | val_loss: 0.0311837 | Time: 2339.37 ms [2021-01-22 04:37:05 main:574] : INFO : Epoch 616 | loss: 0.0311794 | val_loss: 0.0311841 | Time: 2266.64 ms [2021-01-22 04:37:07 main:574] : INFO : Epoch 617 | loss: 0.0311801 | val_loss: 0.0311848 | Time: 2313.88 ms [2021-01-22 04:37:09 main:574] : INFO : Epoch 618 | loss: 0.0311816 | val_loss: 0.0311871 | Time: 2270.45 ms [2021-01-22 04:37:12 main:574] : INFO : Epoch 619 | loss: 0.0311826 | val_loss: 0.0311841 | Time: 2283.69 ms [2021-01-22 04:37:14 main:574] : INFO : Epoch 620 | loss: 0.0311792 | val_loss: 0.0311838 | Time: 2262.26 ms [2021-01-22 04:37:17 main:574] : INFO : Epoch 621 | loss: 0.031179 | val_loss: 0.031186 | Time: 2280.17 ms [2021-01-22 04:37:19 main:574] : INFO : Epoch 622 | loss: 0.0311805 | val_loss: 0.0311832 | Time: 2267.52 ms [2021-01-22 04:37:21 main:574] : INFO : Epoch 623 | loss: 0.0311794 | val_loss: 0.0311835 | Time: 2281.88 ms [2021-01-22 04:37:24 main:574] : INFO : Epoch 624 | loss: 0.0311797 | val_loss: 0.0311833 | Time: 2225.71 ms [2021-01-22 04:37:26 main:574] : INFO : Epoch 625 | loss: 0.0311783 | val_loss: 0.0311887 | Time: 2288.94 ms [2021-01-22 04:37:28 main:574] : INFO : Epoch 626 | loss: 0.0311793 | val_loss: 0.0311851 | Time: 2293.72 ms [2021-01-22 04:37:30 main:574] : INFO : Epoch 627 | loss: 0.0311784 | val_loss: 0.0311845 | Time: 2222.75 ms [2021-01-22 04:37:33 main:574] : INFO : Epoch 628 | loss: 0.0311786 | val_loss: 0.0311833 | Time: 2250.31 ms [2021-01-22 04:37:35 main:574] : INFO : Epoch 629 | loss: 0.0311803 | val_loss: 0.0311854 | Time: 2313.48 ms [2021-01-22 04:37:38 main:574] : INFO : Epoch 630 | loss: 0.0311783 | val_loss: 0.0311862 | Time: 2351.02 ms [2021-01-22 04:37:40 main:574] : INFO : Epoch 631 | loss: 0.0311792 | val_loss: 0.0311843 | Time: 2379.06 ms [2021-01-22 04:37:42 main:574] : INFO : Epoch 632 | loss: 0.0311796 | val_loss: 0.0311835 | Time: 2253.23 ms [2021-01-22 04:37:45 main:574] : INFO : Epoch 633 | loss: 0.0311803 | val_loss: 0.0311842 | Time: 2303.8 ms [2021-01-22 04:37:47 main:574] : INFO : Epoch 634 | loss: 0.0311788 | val_loss: 0.0311827 | Time: 2344.61 ms [2021-01-22 04:37:50 main:574] : INFO : Epoch 635 | loss: 0.0311791 | val_loss: 0.0311814 | Time: 2403.81 ms [2021-01-22 04:37:52 main:574] : INFO : Epoch 636 | loss: 0.0311792 | val_loss: 0.0311831 | Time: 2332.2 ms [2021-01-22 04:37:54 main:574] : INFO : Epoch 637 | loss: 0.0311788 | val_loss: 0.0311833 | Time: 2290.04 ms [2021-01-22 04:37:57 main:574] : INFO : Epoch 638 | loss: 0.0311771 | val_loss: 0.0311847 | Time: 2298.63 ms [2021-01-22 04:37:59 main:574] : INFO : Epoch 639 | loss: 0.0311765 | val_loss: 0.0311836 | Time: 2395.12 ms [2021-01-22 04:38:02 main:574] : INFO : Epoch 640 | loss: 0.031177 | val_loss: 0.0311832 | Time: 2424.27 ms [2021-01-22 04:38:04 main:574] : INFO : Epoch 641 | loss: 0.0311772 | val_loss: 0.0311866 | Time: 2336.02 ms [2021-01-22 04:38:06 main:574] : INFO : Epoch 642 | loss: 0.0311765 | val_loss: 0.0311818 | Time: 2362.04 ms [2021-01-22 04:38:09 main:574] : INFO : Epoch 643 | loss: 0.0311763 | val_loss: 0.0311809 | Time: 2369.32 ms [2021-01-22 04:38:11 main:574] : INFO : Epoch 644 | loss: 0.0311771 | val_loss: 0.0311937 | Time: 2383.96 ms [2021-01-22 04:38:14 main:574] : INFO : Epoch 645 | loss: 0.0311798 | val_loss: 0.0311849 | Time: 2348.56 ms [2021-01-22 04:38:16 main:574] : INFO : Epoch 646 | loss: 0.0311771 | val_loss: 0.0311814 | Time: 2279.58 ms [2021-01-22 04:38:18 main:574] : INFO : Epoch 647 | loss: 0.0311765 | val_loss: 0.0311816 | Time: 2307.77 ms [2021-01-22 04:38:21 main:574] : INFO : Epoch 648 | loss: 0.031175 | val_loss: 0.0311793 | Time: 2454.59 ms [2021-01-22 04:38:23 main:574] : INFO : Epoch 649 | loss: 0.0311766 | val_loss: 0.0311804 | Time: 2324.98 ms [2021-01-22 04:38:26 main:574] : INFO : Epoch 650 | loss: 0.0311769 | val_loss: 0.031184 | Time: 2476.36 ms [2021-01-22 04:38:28 main:574] : INFO : Epoch 651 | loss: 0.0311761 | val_loss: 0.0311818 | Time: 2290.52 ms [2021-01-22 04:38:31 main:574] : INFO : Epoch 652 | loss: 0.0311748 | val_loss: 0.0311815 | Time: 2323.58 ms [2021-01-22 04:38:33 main:574] : INFO : Epoch 653 | loss: 0.0311746 | val_loss: 0.0311907 | Time: 2367.8 ms [2021-01-22 04:38:35 main:574] : INFO : Epoch 654 | loss: 0.0311816 | val_loss: 0.0311981 | Time: 2286.63 ms [2021-01-22 04:38:38 main:574] : INFO : Epoch 655 | loss: 0.0311805 | val_loss: 0.0311844 | Time: 2226.52 ms [2021-01-22 04:38:40 main:574] : INFO : Epoch 656 | loss: 0.0311772 | val_loss: 0.0311819 | Time: 2356.12 ms [2021-01-22 04:38:42 main:574] : INFO : Epoch 657 | loss: 0.0311756 | val_loss: 0.0311822 | Time: 2271.13 ms [2021-01-22 04:38:45 main:574] : INFO : Epoch 658 | loss: 0.0311758 | val_loss: 0.0311813 | Time: 2340.19 ms [2021-01-22 04:38:47 main:574] : INFO : Epoch 659 | loss: 0.0311762 | val_loss: 0.0311805 | Time: 2341.71 ms [2021-01-22 04:38:50 main:574] : INFO : Epoch 660 | loss: 0.0311755 | val_loss: 0.0311856 | Time: 2340.99 ms [2021-01-22 04:38:52 main:574] : INFO : Epoch 661 | loss: 0.0311751 | val_loss: 0.0311809 | Time: 2322.4 ms [2021-01-22 04:38:54 main:574] : INFO : Epoch 662 | loss: 0.0311754 | val_loss: 0.0311849 | Time: 2364.29 ms [2021-01-22 04:38:57 main:574] : INFO : Epoch 663 | loss: 0.0311746 | val_loss: 0.0311804 | Time: 2234.36 ms [2021-01-22 04:38:59 main:574] : INFO : Epoch 664 | loss: 0.0311737 | val_loss: 0.0311812 | Time: 2388.21 ms [2021-01-22 04:39:02 main:574] : INFO : Epoch 665 | loss: 0.0311743 | val_loss: 0.0311813 | Time: 2444.04 ms [2021-01-22 04:39:04 main:574] : INFO : Epoch 666 | loss: 0.0311734 | val_loss: 0.0311811 | Time: 2314.09 ms [2021-01-22 04:39:06 main:574] : INFO : Epoch 667 | loss: 0.0311741 | val_loss: 0.0311816 | Time: 2373.99 ms [2021-01-22 04:39:09 main:574] : INFO : Epoch 668 | loss: 0.0311753 | val_loss: 0.0311816 | Time: 2332.68 ms [2021-01-22 04:39:11 main:574] : INFO : Epoch 669 | loss: 0.031174 | val_loss: 0.0311824 | Time: 2409.39 ms [2021-01-22 04:39:14 main:574] : INFO : Epoch 670 | loss: 0.031174 | val_loss: 0.0311914 | Time: 2257.91 ms [2021-01-22 04:39:16 main:574] : INFO : Epoch 671 | loss: 0.0311772 | val_loss: 0.0311852 | Time: 2229.64 ms [2021-01-22 04:39:18 main:574] : INFO : Epoch 672 | loss: 0.0311739 | val_loss: 0.0311824 | Time: 2458.22 ms [2021-01-22 04:39:21 main:574] : INFO : Epoch 673 | loss: 0.0311729 | val_loss: 0.0311809 | Time: 2357.05 ms [2021-01-22 04:39:23 main:574] : INFO : Epoch 674 | loss: 0.0311732 | val_loss: 0.0311812 | Time: 2235.28 ms [2021-01-22 04:39:26 main:574] : INFO : Epoch 675 | loss: 0.031173 | val_loss: 0.0311804 | Time: 2340.21 ms [2021-01-22 04:39:28 main:574] : INFO : Epoch 676 | loss: 0.0311742 | val_loss: 0.0311828 | Time: 2320.18 ms [2021-01-22 04:39:30 main:574] : INFO : Epoch 677 | loss: 0.0311749 | val_loss: 0.0311833 | Time: 2323.82 ms [2021-01-22 04:39:33 main:574] : INFO : Epoch 678 | loss: 0.0311734 | val_loss: 0.0311809 | Time: 2506.78 ms [2021-01-22 04:39:35 main:574] : INFO : Epoch 679 | loss: 0.0311729 | val_loss: 0.031181 | Time: 2255.59 ms [2021-01-22 04:39:37 main:574] : INFO : Epoch 680 | loss: 0.0311728 | val_loss: 0.0311836 | Time: 2318.02 ms [2021-01-22 04:39:40 main:574] : INFO : Epoch 681 | loss: 0.0311734 | val_loss: 0.0311816 | Time: 2380.48 ms [2021-01-22 04:39:42 main:574] : INFO : Epoch 682 | loss: 0.0311751 | val_loss: 0.0311904 | Time: 2313.02 ms [2021-01-22 04:39:45 main:574] : INFO : Epoch 683 | loss: 0.0311776 | val_loss: 0.0311817 | Time: 2319.88 ms [2021-01-22 04:39:47 main:574] : INFO : Epoch 684 | loss: 0.0311748 | val_loss: 0.031178 | Time: 2309.79 ms [2021-01-22 04:39:49 main:574] : INFO : Epoch 685 | loss: 0.031175 | val_loss: 0.031179 | Time: 2281.03 ms [2021-01-22 04:39:52 main:574] : INFO : Epoch 686 | loss: 0.0311743 | val_loss: 0.0311841 | Time: 2347.12 ms [2021-01-22 04:39:54 main:574] : INFO : Epoch 687 | loss: 0.0311738 | val_loss: 0.0311781 | Time: 2240.74 ms [2021-01-22 04:39:57 main:574] : INFO : Epoch 688 | loss: 0.031173 | val_loss: 0.0311782 | Time: 2319.53 ms [2021-01-22 04:39:59 main:574] : INFO : Epoch 689 | loss: 0.0311729 | val_loss: 0.0311798 | Time: 2373.84 ms [2021-01-22 04:40:01 main:574] : INFO : Epoch 690 | loss: 0.0311737 | val_loss: 0.0311787 | Time: 2342.3 ms [2021-01-22 04:40:04 main:574] : INFO : Epoch 691 | loss: 0.0311726 | val_loss: 0.0311774 | Time: 2415.55 ms [2021-01-22 04:40:06 main:574] : INFO : Epoch 692 | loss: 0.0311716 | val_loss: 0.031178 | Time: 2322.39 ms [2021-01-22 04:40:09 main:574] : INFO : Epoch 693 | loss: 0.0311719 | val_loss: 0.0311817 | Time: 2300.76 ms [2021-01-22 04:40:11 main:574] : INFO : Epoch 694 | loss: 0.0311723 | val_loss: 0.0311777 | Time: 2296.95 ms [2021-01-22 04:40:13 main:574] : INFO : Epoch 695 | loss: 0.0311717 | val_loss: 0.0311786 | Time: 2339.45 ms [2021-01-22 04:40:16 main:574] : INFO : Epoch 696 | loss: 0.0311764 | val_loss: 0.0311805 | Time: 2241 ms [2021-01-22 04:40:18 main:574] : INFO : Epoch 697 | loss: 0.0311727 | val_loss: 0.0311777 | Time: 2280.24 ms [2021-01-22 04:40:20 main:574] : INFO : Epoch 698 | loss: 0.0311715 | val_loss: 0.0311792 | Time: 2224.41 ms [2021-01-22 04:40:23 main:574] : INFO : Epoch 699 | loss: 0.0311717 | val_loss: 0.0311788 | Time: 2274.69 ms [2021-01-22 04:40:25 main:574] : INFO : Epoch 700 | loss: 0.0311722 | val_loss: 0.031183 | Time: 2322.23 ms [2021-01-22 04:40:27 main:574] : INFO : Epoch 701 | loss: 0.0311727 | val_loss: 0.0311778 | Time: 2401.84 ms [2021-01-22 04:40:30 main:574] : INFO : Epoch 702 | loss: 0.0311705 | val_loss: 0.0311789 | Time: 2328.64 ms [2021-01-22 04:40:32 main:574] : INFO : Epoch 703 | loss: 0.0311721 | val_loss: 0.03118 | Time: 2278.85 ms [2021-01-22 04:40:34 main:574] : INFO : Epoch 704 | loss: 0.0311728 | val_loss: 0.0311772 | Time: 2273.14 ms [2021-01-22 04:40:37 main:574] : INFO : Epoch 705 | loss: 0.0311751 | val_loss: 0.0311783 | Time: 2322.93 ms [2021-01-22 04:40:39 main:574] : INFO : Epoch 706 | loss: 0.0311763 | val_loss: 0.031181 | Time: 2244.93 ms [2021-01-22 04:40:41 main:574] : INFO : Epoch 707 | loss: 0.0311723 | val_loss: 0.0311806 | Time: 2320.6 ms [2021-01-22 04:40:44 main:574] : INFO : Epoch 708 | loss: 0.031173 | val_loss: 0.0311778 | Time: 2314.55 ms [2021-01-22 04:40:46 main:574] : INFO : Epoch 709 | loss: 0.031173 | val_loss: 0.0311803 | Time: 2321.69 ms [2021-01-22 04:40:49 main:574] : INFO : Epoch 710 | loss: 0.0311721 | val_loss: 0.0311799 | Time: 2311.94 ms [2021-01-22 04:40:51 main:574] : INFO : Epoch 711 | loss: 0.031172 | val_loss: 0.0311849 | Time: 2329.91 ms [2021-01-22 04:40:53 main:574] : INFO : Epoch 712 | loss: 0.0311728 | val_loss: 0.0311786 | Time: 2304.12 ms [2021-01-22 04:40:56 main:574] : INFO : Epoch 713 | loss: 0.0311709 | val_loss: 0.0311786 | Time: 2362.49 ms [2021-01-22 04:40:58 main:574] : INFO : Epoch 714 | loss: 0.0311726 | val_loss: 0.03118 | Time: 2332.98 ms [2021-01-22 04:41:01 main:574] : INFO : Epoch 715 | loss: 0.0311706 | val_loss: 0.0311778 | Time: 2417.8 ms [2021-01-22 04:41:03 main:574] : INFO : Epoch 716 | loss: 0.031171 | val_loss: 0.0311787 | Time: 2432.09 ms [2021-01-22 04:41:06 main:574] : INFO : Epoch 717 | loss: 0.0311701 | val_loss: 0.0311789 | Time: 2327.66 ms [2021-01-22 04:41:08 main:574] : INFO : Epoch 718 | loss: 0.0311705 | val_loss: 0.031179 | Time: 2192.27 ms [2021-01-22 04:41:10 main:574] : INFO : Epoch 719 | loss: 0.0311709 | val_loss: 0.0311823 | Time: 2237.63 ms [2021-01-22 04:41:12 main:574] : INFO : Epoch 720 | loss: 0.0311705 | val_loss: 0.031177 | Time: 2174.44 ms [2021-01-22 04:41:15 main:574] : INFO : Epoch 721 | loss: 0.0311699 | val_loss: 0.0311786 | Time: 2249.7 ms [2021-01-22 04:41:17 main:574] : INFO : Epoch 722 | loss: 0.0311698 | val_loss: 0.0311786 | Time: 2219.84 ms [2021-01-22 04:41:19 main:574] : INFO : Epoch 723 | loss: 0.0311703 | val_loss: 0.0311794 | Time: 2331.25 ms [2021-01-22 04:41:22 main:574] : INFO : Epoch 724 | loss: 0.0311702 | val_loss: 0.0311792 | Time: 2329.18 ms [2021-01-22 04:41:24 main:574] : INFO : Epoch 725 | loss: 0.0311698 | val_loss: 0.0311777 | Time: 2242.51 ms [2021-01-22 04:41:26 main:574] : INFO : Epoch 726 | loss: 0.03117 | val_loss: 0.0311839 | Time: 2256.24 ms [2021-01-22 04:41:29 main:574] : INFO : Epoch 727 | loss: 0.0311728 | val_loss: 0.0311784 | Time: 2243.6 ms [2021-01-22 04:41:31 main:574] : INFO : Epoch 728 | loss: 0.0311705 | val_loss: 0.0311811 | Time: 2453.2 ms [2021-01-22 04:41:33 main:574] : INFO : Epoch 729 | loss: 0.0311713 | val_loss: 0.0311784 | Time: 2204.07 ms [2021-01-22 04:41:36 main:574] : INFO : Epoch 730 | loss: 0.0311705 | val_loss: 0.0311801 | Time: 2336.21 ms [2021-01-22 04:41:38 main:574] : INFO : Epoch 731 | loss: 0.0311773 | val_loss: 0.0311862 | Time: 2263.97 ms [2021-01-22 04:41:40 main:574] : INFO : Epoch 732 | loss: 0.0311775 | val_loss: 0.0311888 | Time: 2290.23 ms [2021-01-22 04:41:43 main:574] : INFO : Epoch 733 | loss: 0.0311784 | val_loss: 0.0311849 | Time: 2295.39 ms [2021-01-22 04:41:45 main:574] : INFO : Epoch 734 | loss: 0.0311754 | val_loss: 0.0311807 | Time: 2269.2 ms [2021-01-22 04:41:47 main:574] : INFO : Epoch 735 | loss: 0.031176 | val_loss: 0.0311919 | Time: 2301.83 ms [2021-01-22 04:41:50 main:574] : INFO : Epoch 736 | loss: 0.0311773 | val_loss: 0.0311848 | Time: 2205.55 ms [2021-01-22 04:41:52 main:574] : INFO : Epoch 737 | loss: 0.0311781 | val_loss: 0.0311805 | Time: 2186.61 ms [2021-01-22 04:41:54 main:574] : INFO : Epoch 738 | loss: 0.0311759 | val_loss: 0.0311799 | Time: 2272.92 ms [2021-01-22 04:41:57 main:574] : INFO : Epoch 739 | loss: 0.0311762 | val_loss: 0.0311827 | Time: 2251.39 ms [2021-01-22 04:41:59 main:574] : INFO : Epoch 740 | loss: 0.0311772 | val_loss: 0.0311811 | Time: 2251.25 ms [2021-01-22 04:42:01 main:574] : INFO : Epoch 741 | loss: 0.0311755 | val_loss: 0.0311799 | Time: 2177.79 ms [2021-01-22 04:42:04 main:574] : INFO : Epoch 742 | loss: 0.0311754 | val_loss: 0.0311814 | Time: 2342.53 ms [2021-01-22 04:42:06 main:574] : INFO : Epoch 743 | loss: 0.0311756 | val_loss: 0.0311809 | Time: 2399.37 ms [2021-01-22 04:42:08 main:574] : INFO : Epoch 744 | loss: 0.0311777 | val_loss: 0.0311818 | Time: 2271.82 ms [2021-01-22 04:42:11 main:574] : INFO : Epoch 745 | loss: 0.0311764 | val_loss: 0.0311846 | Time: 2293.78 ms [2021-01-22 04:42:13 main:574] : INFO : Epoch 746 | loss: 0.0311772 | val_loss: 0.0311799 | Time: 2292.51 ms [2021-01-22 04:42:15 main:574] : INFO : Epoch 747 | loss: 0.0311762 | val_loss: 0.0311805 | Time: 2328.6 ms [2021-01-22 04:42:18 main:574] : INFO : Epoch 748 | loss: 0.0311759 | val_loss: 0.0311824 | Time: 2235.03 ms [2021-01-22 04:42:20 main:574] : INFO : Epoch 749 | loss: 0.0311766 | val_loss: 0.0311819 | Time: 2218.36 ms [2021-01-22 04:42:22 main:574] : INFO : Epoch 750 | loss: 0.0311761 | val_loss: 0.0311803 | Time: 2267.21 ms [2021-01-22 04:42:25 main:574] : INFO : Epoch 751 | loss: 0.0311753 | val_loss: 0.0311814 | Time: 2381.38 ms [2021-01-22 04:42:27 main:574] : INFO : Epoch 752 | loss: 0.0311744 | val_loss: 0.0311807 | Time: 2314.63 ms [2021-01-22 04:42:30 main:574] : INFO : Epoch 753 | loss: 0.0311755 | val_loss: 0.0311808 | Time: 2408.08 ms [2021-01-22 04:42:32 main:574] : INFO : Epoch 754 | loss: 0.0311772 | val_loss: 0.0311811 | Time: 2235.97 ms [2021-01-22 04:42:34 main:574] : INFO : Epoch 755 | loss: 0.0311783 | val_loss: 0.0311802 | Time: 2231.72 ms [2021-01-22 04:42:36 main:574] : INFO : Epoch 756 | loss: 0.0311761 | val_loss: 0.0311788 | Time: 2252.22 ms [2021-01-22 04:42:39 main:574] : INFO : Epoch 757 | loss: 0.0311758 | val_loss: 0.0311784 | Time: 2314.77 ms [2021-01-22 04:42:41 main:574] : INFO : Epoch 758 | loss: 0.0311751 | val_loss: 0.0311793 | Time: 2277.27 ms [2021-01-22 04:42:44 main:574] : INFO : Epoch 759 | loss: 0.0311755 | val_loss: 0.0311794 | Time: 2293.77 ms [2021-01-22 04:42:46 main:574] : INFO : Epoch 760 | loss: 0.0311744 | val_loss: 0.0311784 | Time: 2359.61 ms [2021-01-22 04:42:48 main:574] : INFO : Epoch 761 | loss: 0.0311747 | val_loss: 0.0311793 | Time: 2299.33 ms [2021-01-22 04:42:51 main:574] : INFO : Epoch 762 | loss: 0.0311772 | val_loss: 0.0311808 | Time: 2257.69 ms [2021-01-22 04:42:53 main:574] : INFO : Epoch 763 | loss: 0.0311745 | val_loss: 0.0311794 | Time: 2377.07 ms [2021-01-22 04:42:55 main:574] : INFO : Epoch 764 | loss: 0.0311768 | val_loss: 0.0311864 | Time: 2216.36 ms [2021-01-22 04:42:58 main:574] : INFO : Epoch 765 | loss: 0.0311775 | val_loss: 0.0311793 | Time: 2312.81 ms [2021-01-22 04:43:00 main:574] : INFO : Epoch 766 | loss: 0.0311766 | val_loss: 0.0311793 | Time: 2311.85 ms [2021-01-22 04:43:02 main:574] : INFO : Epoch 767 | loss: 0.031174 | val_loss: 0.0311795 | Time: 2241.94 ms [2021-01-22 04:43:05 main:574] : INFO : Epoch 768 | loss: 0.0311748 | val_loss: 0.0311789 | Time: 2359.54 ms [2021-01-22 04:43:07 main:574] : INFO : Epoch 769 | loss: 0.0311745 | val_loss: 0.0311801 | Time: 2357.75 ms [2021-01-22 04:43:09 main:574] : INFO : Epoch 770 | loss: 0.0311754 | val_loss: 0.031183 | Time: 2301.23 ms [2021-01-22 04:43:12 main:574] : INFO : Epoch 771 | loss: 0.0311743 | val_loss: 0.0311874 | Time: 2347.59 ms [2021-01-22 04:43:14 main:574] : INFO : Epoch 772 | loss: 0.031176 | val_loss: 0.0311788 | Time: 2222.22 ms [2021-01-22 04:43:17 main:574] : INFO : Epoch 773 | loss: 0.031174 | val_loss: 0.0311795 | Time: 2326.42 ms [2021-01-22 04:43:19 main:574] : INFO : Epoch 774 | loss: 0.031175 | val_loss: 0.0311889 | Time: 2313.88 ms [2021-01-22 04:43:21 main:574] : INFO : Epoch 775 | loss: 0.0311762 | val_loss: 0.03118 | Time: 2325.01 ms [2021-01-22 04:43:24 main:574] : INFO : Epoch 776 | loss: 0.0311742 | val_loss: 0.0311798 | Time: 2258.71 ms [2021-01-22 04:43:26 main:574] : INFO : Epoch 777 | loss: 0.0311739 | val_loss: 0.0311806 | Time: 2252.71 ms [2021-01-22 04:43:28 main:574] : INFO : Epoch 778 | loss: 0.0311747 | val_loss: 0.03118 | Time: 2393.97 ms [2021-01-22 04:43:31 main:574] : INFO : Epoch 779 | loss: 0.0311761 | val_loss: 0.0311839 | Time: 2295.98 ms [2021-01-22 04:43:33 main:574] : INFO : Epoch 780 | loss: 0.0311798 | val_loss: 0.031182 | Time: 2291.88 ms [2021-01-22 04:43:35 main:574] : INFO : Epoch 781 | loss: 0.0311779 | val_loss: 0.0311812 | Time: 2232.09 ms [2021-01-22 04:43:38 main:574] : INFO : Epoch 782 | loss: 0.031177 | val_loss: 0.0311806 | Time: 2361.16 ms [2021-01-22 04:43:40 main:574] : INFO : Epoch 783 | loss: 0.0311782 | val_loss: 0.0311905 | Time: 2346.32 ms [2021-01-22 04:43:43 main:574] : INFO : Epoch 784 | loss: 0.031182 | val_loss: 0.0311826 | Time: 2294.93 ms [2021-01-22 04:43:45 main:574] : INFO : Epoch 785 | loss: 0.0311773 | val_loss: 0.0311806 | Time: 2170.42 ms [2021-01-22 04:43:47 main:574] : INFO : Epoch 786 | loss: 0.031179 | val_loss: 0.0311841 | Time: 2208.39 ms [2021-01-22 04:43:50 main:574] : INFO : Epoch 787 | loss: 0.0311795 | val_loss: 0.0311824 | Time: 2329.05 ms [2021-01-22 04:43:52 main:574] : INFO : Epoch 788 | loss: 0.0311773 | val_loss: 0.0311825 | Time: 2411.04 ms [2021-01-22 04:43:54 main:574] : INFO : Epoch 789 | loss: 0.0311777 | val_loss: 0.0311805 | Time: 2324.51 ms [2021-01-22 04:43:57 main:574] : INFO : Epoch 790 | loss: 0.031176 | val_loss: 0.0311833 | Time: 2118.33 ms [2021-01-22 04:43:59 main:574] : INFO : Epoch 791 | loss: 0.0311763 | val_loss: 0.0311815 | Time: 2334.17 ms [2021-01-22 04:44:01 main:574] : INFO : Epoch 792 | loss: 0.0311756 | val_loss: 0.031181 | Time: 2292.39 ms [2021-01-22 04:44:04 main:574] : INFO : Epoch 793 | loss: 0.0311754 | val_loss: 0.0311831 | Time: 2311.87 ms [2021-01-22 04:44:06 main:574] : INFO : Epoch 794 | loss: 0.031177 | val_loss: 0.0311819 | Time: 2218.35 ms [2021-01-22 04:44:08 main:574] : INFO : Epoch 795 | loss: 0.0311775 | val_loss: 0.031184 | Time: 2247.09 ms [2021-01-22 04:44:11 main:574] : INFO : Epoch 796 | loss: 0.0311754 | val_loss: 0.031184 | Time: 2453.64 ms [2021-01-22 04:44:13 main:574] : INFO : Epoch 797 | loss: 0.0311768 | val_loss: 0.0311819 | Time: 2282.92 ms [2021-01-22 04:44:16 main:574] : INFO : Epoch 798 | loss: 0.0311755 | val_loss: 0.031184 | Time: 2320.42 ms [2021-01-22 04:44:18 main:574] : INFO : Epoch 799 | loss: 0.031176 | val_loss: 0.0311853 | Time: 2228.59 ms [2021-01-22 04:44:20 main:574] : INFO : Epoch 800 | loss: 0.0311761 | val_loss: 0.0311818 | Time: 2245.54 ms [2021-01-22 04:44:23 main:574] : INFO : Epoch 801 | loss: 0.0311753 | val_loss: 0.031181 | Time: 2379.17 ms [2021-01-22 04:44:25 main:574] : INFO : Epoch 802 | loss: 0.0311748 | val_loss: 0.0311811 | Time: 2327.1 ms [2021-01-22 04:44:27 main:574] : INFO : Epoch 803 | loss: 0.0311756 | val_loss: 0.0311811 | Time: 2287.88 ms [2021-01-22 04:44:30 main:574] : INFO : Epoch 804 | loss: 0.0311757 | val_loss: 0.0311809 | Time: 2347.76 ms [2021-01-22 04:44:32 main:574] : INFO : Epoch 805 | loss: 0.0311767 | val_loss: 0.0311824 | Time: 2334.98 ms [2021-01-22 04:44:34 main:574] : INFO : Epoch 806 | loss: 0.0311841 | val_loss: 0.0311863 | Time: 2250.89 ms [2021-01-22 04:44:37 main:574] : INFO : Epoch 807 | loss: 0.0311843 | val_loss: 0.0311863 | Time: 2432.93 ms [2021-01-22 04:44:39 main:574] : INFO : Epoch 808 | loss: 0.0311857 | val_loss: 0.0311841 | Time: 2246.35 ms [2021-01-22 04:44:41 main:574] : INFO : Epoch 809 | loss: 0.0311943 | val_loss: 0.0311893 | Time: 2172 ms [2021-01-22 04:44:44 main:574] : INFO : Epoch 810 | loss: 0.0311835 | val_loss: 0.0311869 | Time: 2358.4 ms [2021-01-22 04:44:46 main:574] : INFO : Epoch 811 | loss: 0.0311849 | val_loss: 0.0311863 | Time: 2308.89 ms [2021-01-22 04:44:49 main:574] : INFO : Epoch 812 | loss: 0.0311822 | val_loss: 0.0311823 | Time: 2426.57 ms [2021-01-22 04:44:51 main:574] : INFO : Epoch 813 | loss: 0.0311816 | val_loss: 0.0311806 | Time: 2304.22 ms [2021-01-22 04:44:53 main:574] : INFO : Epoch 814 | loss: 0.0311797 | val_loss: 0.0311806 | Time: 2302.79 ms [2021-01-22 04:44:56 main:574] : INFO : Epoch 815 | loss: 0.0311784 | val_loss: 0.0311821 | Time: 2323.9 ms [2021-01-22 04:44:58 main:574] : INFO : Epoch 816 | loss: 0.0311779 | val_loss: 0.0311823 | Time: 2277.64 ms [2021-01-22 04:45:01 main:574] : INFO : Epoch 817 | loss: 0.0311786 | val_loss: 0.031183 | Time: 2378.84 ms [2021-01-22 04:45:03 main:574] : INFO : Epoch 818 | loss: 0.0311788 | val_loss: 0.0311812 | Time: 2207.49 ms [2021-01-22 04:45:05 main:574] : INFO : Epoch 819 | loss: 0.0311768 | val_loss: 0.0311804 | Time: 2239.6 ms [2021-01-22 04:45:07 main:574] : INFO : Epoch 820 | loss: 0.0311767 | val_loss: 0.0311795 | Time: 2339.81 ms [2021-01-22 04:45:10 main:574] : INFO : Epoch 821 | loss: 0.0311768 | val_loss: 0.0311802 | Time: 2473.25 ms [2021-01-22 04:45:12 main:574] : INFO : Epoch 822 | loss: 0.0311772 | val_loss: 0.0311805 | Time: 2356.18 ms [2021-01-22 04:45:15 main:574] : INFO : Epoch 823 | loss: 0.0311768 | val_loss: 0.031181 | Time: 2146.41 ms [2021-01-22 04:45:17 main:574] : INFO : Epoch 824 | loss: 0.0311767 | val_loss: 0.03118 | Time: 2271.78 ms [2021-01-22 04:45:19 main:574] : INFO : Epoch 825 | loss: 0.0311766 | val_loss: 0.0311812 | Time: 2348.46 ms [2021-01-22 04:45:22 main:574] : INFO : Epoch 826 | loss: 0.0311761 | val_loss: 0.0311797 | Time: 2385.96 ms [2021-01-22 04:45:24 main:574] : INFO : Epoch 827 | loss: 0.0311763 | val_loss: 0.0311797 | Time: 2204.01 ms [2021-01-22 04:45:26 main:574] : INFO : Epoch 828 | loss: 0.031177 | val_loss: 0.0311789 | Time: 2308.01 ms [2021-01-22 04:45:29 main:574] : INFO : Epoch 829 | loss: 0.0311758 | val_loss: 0.0311788 | Time: 2185.98 ms [2021-01-22 04:45:31 main:574] : INFO : Epoch 830 | loss: 0.031176 | val_loss: 0.0311803 | Time: 2165.29 ms [2021-01-22 04:45:33 main:574] : INFO : Epoch 831 | loss: 0.0311754 | val_loss: 0.0311797 | Time: 2291.68 ms [2021-01-22 04:45:36 main:574] : INFO : Epoch 832 | loss: 0.0311747 | val_loss: 0.0311795 | Time: 2378.21 ms [2021-01-22 04:45:38 main:574] : INFO : Epoch 833 | loss: 0.0311759 | val_loss: 0.0311844 | Time: 2254.36 ms [2021-01-22 04:45:40 main:574] : INFO : Epoch 834 | loss: 0.031177 | val_loss: 0.0311826 | Time: 2253.33 ms [2021-01-22 04:45:43 main:574] : INFO : Epoch 835 | loss: 0.031176 | val_loss: 0.0311795 | Time: 2275.64 ms [2021-01-22 04:45:45 main:574] : INFO : Epoch 836 | loss: 0.0311766 | val_loss: 0.0311846 | Time: 2303.15 ms [2021-01-22 04:45:47 main:574] : INFO : Epoch 837 | loss: 0.0311767 | val_loss: 0.0311793 | Time: 2271.05 ms [2021-01-22 04:45:50 main:574] : INFO : Epoch 838 | loss: 0.0311748 | val_loss: 0.0311799 | Time: 2283.23 ms [2021-01-22 04:45:52 main:574] : INFO : Epoch 839 | loss: 0.0311744 | val_loss: 0.0311787 | Time: 2304.53 ms [2021-01-22 04:45:54 main:574] : INFO : Epoch 840 | loss: 0.0311746 | val_loss: 0.0311779 | Time: 2313.55 ms [2021-01-22 04:45:57 main:574] : INFO : Epoch 841 | loss: 0.0311738 | val_loss: 0.0311785 | Time: 2179.24 ms [2021-01-22 04:45:59 main:574] : INFO : Epoch 842 | loss: 0.0311747 | val_loss: 0.0311799 | Time: 2298.71 ms [2021-01-22 04:46:01 main:574] : INFO : Epoch 843 | loss: 0.0311745 | val_loss: 0.0311787 | Time: 2305.51 ms [2021-01-22 04:46:04 main:574] : INFO : Epoch 844 | loss: 0.0311735 | val_loss: 0.0311776 | Time: 2391.41 ms [2021-01-22 04:46:06 main:574] : INFO : Epoch 845 | loss: 0.0311733 | val_loss: 0.0311768 | Time: 2222.65 ms [2021-01-22 04:46:08 main:574] : INFO : Epoch 846 | loss: 0.0311742 | val_loss: 0.0311771 | Time: 2226.61 ms [2021-01-22 04:46:11 main:574] : INFO : Epoch 847 | loss: 0.0311743 | val_loss: 0.0311781 | Time: 2313.75 ms [2021-01-22 04:46:13 main:574] : INFO : Epoch 848 | loss: 0.0311735 | val_loss: 0.0311784 | Time: 2245.11 ms [2021-01-22 04:46:15 main:574] : INFO : Epoch 849 | loss: 0.031173 | val_loss: 0.0311791 | Time: 2253.2 ms [2021-01-22 04:46:18 main:574] : INFO : Epoch 850 | loss: 0.0311737 | val_loss: 0.0311795 | Time: 2343 ms [2021-01-22 04:46:20 main:574] : INFO : Epoch 851 | loss: 0.0311728 | val_loss: 0.0311778 | Time: 2274.38 ms [2021-01-22 04:46:22 main:574] : INFO : Epoch 852 | loss: 0.0311736 | val_loss: 0.0311772 | Time: 2315.07 ms [2021-01-22 04:46:25 main:574] : INFO : Epoch 853 | loss: 0.0311725 | val_loss: 0.0311768 | Time: 2377 ms [2021-01-22 04:46:27 main:574] : INFO : Epoch 854 | loss: 0.0311737 | val_loss: 0.0311784 | Time: 2334.69 ms [2021-01-22 04:46:30 main:574] : INFO : Epoch 855 | loss: 0.0311731 | val_loss: 0.0311812 | Time: 2230.56 ms [2021-01-22 04:46:32 main:574] : INFO : Epoch 856 | loss: 0.0311739 | val_loss: 0.0311778 | Time: 2334.5 ms [2021-01-22 04:46:34 main:574] : INFO : Epoch 857 | loss: 0.0311718 | val_loss: 0.0311777 | Time: 2211.46 ms [2021-01-22 04:46:37 main:574] : INFO : Epoch 858 | loss: 0.0311707 | val_loss: 0.0311762 | Time: 2327.43 ms [2021-01-22 04:46:39 main:574] : INFO : Epoch 859 | loss: 0.0311709 | val_loss: 0.0311763 | Time: 2237.67 ms [2021-01-22 04:46:41 main:574] : INFO : Epoch 860 | loss: 0.0311701 | val_loss: 0.0311752 | Time: 2275.77 ms [2021-01-22 04:46:44 main:574] : INFO : Epoch 861 | loss: 0.0311718 | val_loss: 0.0311783 | Time: 2185.96 ms [2021-01-22 04:46:46 main:574] : INFO : Epoch 862 | loss: 0.0311723 | val_loss: 0.0311788 | Time: 2309.06 ms [2021-01-22 04:46:48 main:574] : INFO : Epoch 863 | loss: 0.0311726 | val_loss: 0.0311881 | Time: 2208.33 ms [2021-01-22 04:46:51 main:574] : INFO : Epoch 864 | loss: 0.0311741 | val_loss: 0.0311787 | Time: 2325.01 ms [2021-01-22 04:46:53 main:574] : INFO : Epoch 865 | loss: 0.0311721 | val_loss: 0.0311796 | Time: 2354.57 ms [2021-01-22 04:46:55 main:574] : INFO : Epoch 866 | loss: 0.0311718 | val_loss: 0.0311768 | Time: 2271.68 ms [2021-01-22 04:46:58 main:574] : INFO : Epoch 867 | loss: 0.0311729 | val_loss: 0.0311762 | Time: 2368.43 ms [2021-01-22 04:47:00 main:574] : INFO : Epoch 868 | loss: 0.0311712 | val_loss: 0.0311771 | Time: 2383.22 ms [2021-01-22 04:47:03 main:574] : INFO : Epoch 869 | loss: 0.0311705 | val_loss: 0.031177 | Time: 2355.8 ms [2021-01-22 04:47:05 main:574] : INFO : Epoch 870 | loss: 0.0311695 | val_loss: 0.0311765 | Time: 2245.83 ms [2021-01-22 04:47:07 main:574] : INFO : Epoch 871 | loss: 0.0311706 | val_loss: 0.0311838 | Time: 2295.59 ms [2021-01-22 04:47:10 main:574] : INFO : Epoch 872 | loss: 0.031172 | val_loss: 0.0311751 | Time: 2284.45 ms [2021-01-22 04:47:12 main:574] : INFO : Epoch 873 | loss: 0.0311696 | val_loss: 0.0311752 | Time: 2317.83 ms [2021-01-22 04:47:14 main:574] : INFO : Epoch 874 | loss: 0.031171 | val_loss: 0.031176 | Time: 2216.39 ms [2021-01-22 04:47:17 main:574] : INFO : Epoch 875 | loss: 0.031173 | val_loss: 0.0311781 | Time: 2240.69 ms [2021-01-22 04:47:19 main:574] : INFO : Epoch 876 | loss: 0.0311726 | val_loss: 0.0311783 | Time: 2314.74 ms [2021-01-22 04:47:21 main:574] : INFO : Epoch 877 | loss: 0.0311727 | val_loss: 0.0311796 | Time: 2285.14 ms [2021-01-22 04:47:24 main:574] : INFO : Epoch 878 | loss: 0.0311729 | val_loss: 0.0311779 | Time: 2228.88 ms [2021-01-22 04:47:26 main:574] : INFO : Epoch 879 | loss: 0.0311726 | val_loss: 0.0311791 | Time: 2203.64 ms [2021-01-22 04:47:28 main:574] : INFO : Epoch 880 | loss: 0.0311739 | val_loss: 0.0311789 | Time: 2285.73 ms [2021-01-22 04:47:31 main:574] : INFO : Epoch 881 | loss: 0.0311749 | val_loss: 0.0311775 | Time: 2309.33 ms [2021-01-22 04:47:33 main:574] : INFO : Epoch 882 | loss: 0.0311737 | val_loss: 0.0311771 | Time: 2290.47 ms [2021-01-22 04:47:35 main:574] : INFO : Epoch 883 | loss: 0.0311727 | val_loss: 0.0311757 | Time: 2247.94 ms [2021-01-22 04:47:38 main:574] : INFO : Epoch 884 | loss: 0.0311722 | val_loss: 0.031178 | Time: 2246.7 ms [2021-01-22 04:47:40 main:574] : INFO : Epoch 885 | loss: 0.0311725 | val_loss: 0.0311769 | Time: 2204.27 ms [2021-01-22 04:47:42 main:574] : INFO : Epoch 886 | loss: 0.0311728 | val_loss: 0.031176 | Time: 2221.51 ms [2021-01-22 04:47:45 main:574] : INFO : Epoch 887 | loss: 0.0311726 | val_loss: 0.0311805 | Time: 2309.23 ms [2021-01-22 04:47:47 main:574] : INFO : Epoch 888 | loss: 0.0311724 | val_loss: 0.0311766 | Time: 2197.75 ms [2021-01-22 04:47:49 main:574] : INFO : Epoch 889 | loss: 0.0311741 | val_loss: 0.0311783 | Time: 2238.91 ms [2021-01-22 04:47:51 main:574] : INFO : Epoch 890 | loss: 0.0311725 | val_loss: 0.0311768 | Time: 2288.34 ms [2021-01-22 04:47:54 main:574] : INFO : Epoch 891 | loss: 0.0311714 | val_loss: 0.0311776 | Time: 2305.49 ms [2021-01-22 04:47:56 main:574] : INFO : Epoch 892 | loss: 0.031171 | val_loss: 0.031176 | Time: 2285.87 ms [2021-01-22 04:47:58 main:574] : INFO : Epoch 893 | loss: 0.0311713 | val_loss: 0.0311761 | Time: 2161.65 ms [2021-01-22 04:48:01 main:574] : INFO : Epoch 894 | loss: 0.0311714 | val_loss: 0.0311825 | Time: 2331.58 ms [2021-01-22 04:48:03 main:574] : INFO : Epoch 895 | loss: 0.0311719 | val_loss: 0.0311768 | Time: 2434.8 ms [2021-01-22 04:48:06 main:574] : INFO : Epoch 896 | loss: 0.031171 | val_loss: 0.031177 | Time: 2263.37 ms [2021-01-22 04:48:08 main:574] : INFO : Epoch 897 | loss: 0.0311702 | val_loss: 0.0311764 | Time: 2391.73 ms [2021-01-22 04:48:10 main:574] : INFO : Epoch 898 | loss: 0.0311703 | val_loss: 0.0311757 | Time: 2308.63 ms [2021-01-22 04:48:13 main:574] : INFO : Epoch 899 | loss: 0.0311707 | val_loss: 0.0311754 | Time: 2360.58 ms [2021-01-22 04:48:15 main:574] : INFO : Epoch 900 | loss: 0.0311705 | val_loss: 0.0311756 | Time: 2298.56 ms [2021-01-22 04:48:18 main:574] : INFO : Epoch 901 | loss: 0.0311707 | val_loss: 0.0311766 | Time: 2298.13 ms [2021-01-22 04:48:20 main:574] : INFO : Epoch 902 | loss: 0.03117 | val_loss: 0.0311756 | Time: 2400.76 ms [2021-01-22 04:48:22 main:574] : INFO : Epoch 903 | loss: 0.0311706 | val_loss: 0.031176 | Time: 2287.57 ms [2021-01-22 04:48:25 main:574] : INFO : Epoch 904 | loss: 0.0311715 | val_loss: 0.0311767 | Time: 2289.45 ms [2021-01-22 04:48:27 main:574] : INFO : Epoch 905 | loss: 0.0311726 | val_loss: 0.0311758 | Time: 2269.88 ms [2021-01-22 04:48:30 main:574] : INFO : Epoch 906 | loss: 0.0311702 | val_loss: 0.0311804 | Time: 2367.77 ms [2021-01-22 04:48:32 main:574] : INFO : Epoch 907 | loss: 0.0311711 | val_loss: 0.0311759 | Time: 2326.77 ms [2021-01-22 04:48:34 main:574] : INFO : Epoch 908 | loss: 0.031169 | val_loss: 0.0311761 | Time: 2207.8 ms [2021-01-22 04:48:37 main:574] : INFO : Epoch 909 | loss: 0.0311699 | val_loss: 0.0311755 | Time: 2332.6 ms [2021-01-22 04:48:39 main:574] : INFO : Epoch 910 | loss: 0.03117 | val_loss: 0.0311769 | Time: 2316.67 ms [2021-01-22 04:48:41 main:574] : INFO : Epoch 911 | loss: 0.0311699 | val_loss: 0.0311744 | Time: 2331.61 ms [2021-01-22 04:48:44 main:574] : INFO : Epoch 912 | loss: 0.0311692 | val_loss: 0.0311752 | Time: 2364.95 ms [2021-01-22 04:48:46 main:574] : INFO : Epoch 913 | loss: 0.0311691 | val_loss: 0.0311755 | Time: 2252.11 ms [2021-01-22 04:48:49 main:574] : INFO : Epoch 914 | loss: 0.0311689 | val_loss: 0.0311746 | Time: 2425.42 ms [2021-01-22 04:48:51 main:574] : INFO : Epoch 915 | loss: 0.0311696 | val_loss: 0.0311752 | Time: 2240.6 ms [2021-01-22 04:48:53 main:574] : INFO : Epoch 916 | loss: 0.0311694 | val_loss: 0.0311743 | Time: 2290.48 ms [2021-01-22 04:48:55 main:574] : INFO : Epoch 917 | loss: 0.03117 | val_loss: 0.0311753 | Time: 2241.8 ms [2021-01-22 04:48:58 main:574] : INFO : Epoch 918 | loss: 0.0311703 | val_loss: 0.0311762 | Time: 2297.26 ms [2021-01-22 04:49:00 main:574] : INFO : Epoch 919 | loss: 0.0311707 | val_loss: 0.0311749 | Time: 2290.56 ms [2021-01-22 04:49:03 main:574] : INFO : Epoch 920 | loss: 0.0311684 | val_loss: 0.0311754 | Time: 2295.89 ms [2021-01-22 04:49:05 main:574] : INFO : Epoch 921 | loss: 0.0311681 | val_loss: 0.0311741 | Time: 2371.91 ms [2021-01-22 04:49:07 main:574] : INFO : Epoch 922 | loss: 0.031168 | val_loss: 0.0311743 | Time: 2325.62 ms [2021-01-22 04:49:10 main:574] : INFO : Epoch 923 | loss: 0.0311687 | val_loss: 0.0311743 | Time: 2303.18 ms [2021-01-22 04:49:12 main:574] : INFO : Epoch 924 | loss: 0.0311679 | val_loss: 0.0311739 | Time: 2191.94 ms [2021-01-22 04:49:14 main:574] : INFO : Epoch 925 | loss: 0.031168 | val_loss: 0.0311745 | Time: 2234.81 ms [2021-01-22 04:49:17 main:574] : INFO : Epoch 926 | loss: 0.0311679 | val_loss: 0.0311739 | Time: 2277.61 ms [2021-01-22 04:49:19 main:574] : INFO : Epoch 927 | loss: 0.0311684 | val_loss: 0.0311745 | Time: 2254.18 ms [2021-01-22 04:49:21 main:574] : INFO : Epoch 928 | loss: 0.0311679 | val_loss: 0.031174 | Time: 2238.14 ms [2021-01-22 04:49:24 main:574] : INFO : Epoch 929 | loss: 0.0311683 | val_loss: 0.0311741 | Time: 2412.95 ms [2021-01-22 04:49:26 main:574] : INFO : Epoch 930 | loss: 0.0311685 | val_loss: 0.0311756 | Time: 2309.95 ms [2021-01-22 04:49:29 main:574] : INFO : Epoch 931 | loss: 0.0311687 | val_loss: 0.0311753 | Time: 2371.27 ms [2021-01-22 04:49:31 main:574] : INFO : Epoch 932 | loss: 0.0311693 | val_loss: 0.0311777 | Time: 2412.04 ms [2021-01-22 04:49:33 main:574] : INFO : Epoch 933 | loss: 0.0311693 | val_loss: 0.0311745 | Time: 2317.71 ms [2021-01-22 04:49:36 main:574] : INFO : Epoch 934 | loss: 0.0311683 | val_loss: 0.0311733 | Time: 2236.83 ms [2021-01-22 04:49:38 main:574] : INFO : Epoch 935 | loss: 0.0311697 | val_loss: 0.0311817 | Time: 2178.18 ms [2021-01-22 04:49:40 main:574] : INFO : Epoch 936 | loss: 0.0311943 | val_loss: 0.0312822 | Time: 2226.89 ms [2021-01-22 04:49:43 main:574] : INFO : Epoch 937 | loss: 0.0454818 | val_loss: 0.0378473 | Time: 2360.28 ms [2021-01-22 04:49:45 main:574] : INFO : Epoch 938 | loss: 0.0387384 | val_loss: 0.0332568 | Time: 2367.71 ms [2021-01-22 04:49:47 main:574] : INFO : Epoch 939 | loss: 0.0319324 | val_loss: 0.0315047 | Time: 2347.69 ms [2021-01-22 04:49:50 main:574] : INFO : Epoch 940 | loss: 0.0313608 | val_loss: 0.0313007 | Time: 2237.64 ms [2021-01-22 04:49:52 main:574] : INFO : Epoch 941 | loss: 0.0312661 | val_loss: 0.0312494 | Time: 2261.05 ms [2021-01-22 04:49:54 main:574] : INFO : Epoch 942 | loss: 0.0312436 | val_loss: 0.0312368 | Time: 2280.67 ms [2021-01-22 04:49:57 main:574] : INFO : Epoch 943 | loss: 0.0312311 | val_loss: 0.0312266 | Time: 2243.77 ms [2021-01-22 04:49:59 main:574] : INFO : Epoch 944 | loss: 0.0312202 | val_loss: 0.0312136 | Time: 2386.37 ms [2021-01-22 04:50:02 main:574] : INFO : Epoch 945 | loss: 0.0312095 | val_loss: 0.0312078 | Time: 2344.42 ms [2021-01-22 04:50:04 main:574] : INFO : Epoch 946 | loss: 0.0312061 | val_loss: 0.0312056 | Time: 2323.26 ms [2021-01-22 04:50:06 main:574] : INFO : Epoch 947 | loss: 0.0312039 | val_loss: 0.0312035 | Time: 2370.91 ms [2021-01-22 04:50:09 main:574] : INFO : Epoch 948 | loss: 0.0312014 | val_loss: 0.0312016 | Time: 2286.77 ms [2021-01-22 04:50:11 main:574] : INFO : Epoch 949 | loss: 0.0311992 | val_loss: 0.0312001 | Time: 2192.67 ms [2021-01-22 04:50:13 main:574] : INFO : Epoch 950 | loss: 0.0311977 | val_loss: 0.0311985 | Time: 2310.07 ms [2021-01-22 04:50:16 main:574] : INFO : Epoch 951 | loss: 0.0311964 | val_loss: 0.0311977 | Time: 2325.12 ms [2021-01-22 04:50:18 main:574] : INFO : Epoch 952 | loss: 0.0311959 | val_loss: 0.0311971 | Time: 2264.08 ms [2021-01-22 04:50:20 main:574] : INFO : Epoch 953 | loss: 0.0311949 | val_loss: 0.0311961 | Time: 2334.48 ms [2021-01-22 04:50:23 main:574] : INFO : Epoch 954 | loss: 0.0311943 | val_loss: 0.0311952 | Time: 2204.83 ms [2021-01-22 04:50:25 main:574] : INFO : Epoch 955 | loss: 0.0311934 | val_loss: 0.0311947 | Time: 2334.76 ms [2021-01-22 04:50:27 main:574] : INFO : Epoch 956 | loss: 0.0311926 | val_loss: 0.0311938 | Time: 2248.45 ms [2021-01-22 04:50:30 main:574] : INFO : Epoch 957 | loss: 0.031192 | val_loss: 0.0311927 | Time: 2330.38 ms [2021-01-22 04:50:32 main:574] : INFO : Epoch 958 | loss: 0.0311919 | val_loss: 0.0311922 | Time: 2508.46 ms [2021-01-22 04:50:35 main:574] : INFO : Epoch 959 | loss: 0.0311912 | val_loss: 0.0311915 | Time: 2237.12 ms [2021-01-22 04:50:37 main:574] : INFO : Epoch 960 | loss: 0.0311907 | val_loss: 0.0311909 | Time: 2381.32 ms [2021-01-22 04:50:39 main:574] : INFO : Epoch 961 | loss: 0.03119 | val_loss: 0.0311905 | Time: 2288.21 ms [2021-01-22 04:50:42 main:574] : INFO : Epoch 962 | loss: 0.0311895 | val_loss: 0.0311901 | Time: 2264.91 ms [2021-01-22 04:50:44 main:574] : INFO : Epoch 963 | loss: 0.0311893 | val_loss: 0.0311899 | Time: 2216.58 ms [2021-01-22 04:50:46 main:574] : INFO : Epoch 964 | loss: 0.0311891 | val_loss: 0.0311896 | Time: 2296.64 ms [2021-01-22 04:50:49 main:574] : INFO : Epoch 965 | loss: 0.0311886 | val_loss: 0.0311897 | Time: 2293.98 ms [2021-01-22 04:50:51 main:574] : INFO : Epoch 966 | loss: 0.0311884 | val_loss: 0.0311891 | Time: 2308.69 ms [2021-01-22 04:50:53 main:574] : INFO : Epoch 967 | loss: 0.0311879 | val_loss: 0.0311885 | Time: 2332.62 ms [2021-01-22 04:50:56 main:574] : INFO : Epoch 968 | loss: 0.0311866 | val_loss: 0.0311866 | Time: 2344.23 ms [2021-01-22 04:50:58 main:574] : INFO : Epoch 969 | loss: 0.0311835 | val_loss: 0.0311841 | Time: 2449.66 ms [2021-01-22 04:51:01 main:574] : INFO : Epoch 970 | loss: 0.031182 | val_loss: 0.0311842 | Time: 2319.29 ms [2021-01-22 04:51:03 main:574] : INFO : Epoch 971 | loss: 0.0311817 | val_loss: 0.031184 | Time: 2383.92 ms [2021-01-22 04:51:05 main:574] : INFO : Epoch 972 | loss: 0.0311812 | val_loss: 0.0311828 | Time: 2269.93 ms [2021-01-22 04:51:08 main:574] : INFO : Epoch 973 | loss: 0.0311806 | val_loss: 0.0311827 | Time: 2377.33 ms [2021-01-22 04:51:10 main:574] : INFO : Epoch 974 | loss: 0.0311801 | val_loss: 0.0311825 | Time: 2381.75 ms [2021-01-22 04:51:13 main:574] : INFO : Epoch 975 | loss: 0.03118 | val_loss: 0.0311825 | Time: 2227.3 ms [2021-01-22 04:51:15 main:574] : INFO : Epoch 976 | loss: 0.0311799 | val_loss: 0.0311826 | Time: 2296.01 ms [2021-01-22 04:51:17 main:574] : INFO : Epoch 977 | loss: 0.0311796 | val_loss: 0.0311822 | Time: 2386.64 ms [2021-01-22 04:51:20 main:574] : INFO : Epoch 978 | loss: 0.0311791 | val_loss: 0.0311818 | Time: 2378.76 ms [2021-01-22 04:51:22 main:574] : INFO : Epoch 979 | loss: 0.0311787 | val_loss: 0.0311815 | Time: 2275.92 ms [2021-01-22 04:51:25 main:574] : INFO : Epoch 980 | loss: 0.0311784 | val_loss: 0.0311816 | Time: 2330.7 ms [2021-01-22 04:51:27 main:574] : INFO : Epoch 981 | loss: 0.0311781 | val_loss: 0.0311811 | Time: 2389.37 ms [2021-01-22 04:51:29 main:574] : INFO : Epoch 982 | loss: 0.0311781 | val_loss: 0.0311811 | Time: 2328.99 ms [2021-01-22 04:51:32 main:574] : INFO : Epoch 983 | loss: 0.0311779 | val_loss: 0.0311814 | Time: 2288.43 ms [2021-01-22 04:51:34 main:574] : INFO : Epoch 984 | loss: 0.0311778 | val_loss: 0.0311809 | Time: 2290.77 ms [2021-01-22 04:51:36 main:574] : INFO : Epoch 985 | loss: 0.0311778 | val_loss: 0.0311806 | Time: 2321.17 ms [2021-01-22 04:51:39 main:574] : INFO : Epoch 986 | loss: 0.0311776 | val_loss: 0.0311805 | Time: 2416.44 ms [2021-01-22 04:51:41 main:574] : INFO : Epoch 987 | loss: 0.0311773 | val_loss: 0.0311805 | Time: 2305.55 ms [2021-01-22 04:51:44 main:574] : INFO : Epoch 988 | loss: 0.0311777 | val_loss: 0.0311811 | Time: 2245.7 ms [2021-01-22 04:51:46 main:574] : INFO : Epoch 989 | loss: 0.0311776 | val_loss: 0.0311804 | Time: 2250.36 ms [2021-01-22 04:51:48 main:574] : INFO : Epoch 990 | loss: 0.0311773 | val_loss: 0.0311804 | Time: 2327.47 ms [2021-01-22 04:51:51 main:574] : INFO : Epoch 991 | loss: 0.0311775 | val_loss: 0.0311803 | Time: 2357.27 ms [2021-01-22 04:51:53 main:574] : INFO : Epoch 992 | loss: 0.0311771 | val_loss: 0.03118 | Time: 2299.79 ms [2021-01-22 04:51:55 main:574] : INFO : Epoch 993 | loss: 0.0311769 | val_loss: 0.0311804 | Time: 2374.89 ms [2021-01-22 04:51:58 main:574] : INFO : Epoch 994 | loss: 0.0311769 | val_loss: 0.0311797 | Time: 2343.82 ms [2021-01-22 04:52:00 main:574] : INFO : Epoch 995 | loss: 0.0311767 | val_loss: 0.0311798 | Time: 2412.12 ms [2021-01-22 04:52:03 main:574] : INFO : Epoch 996 | loss: 0.0311768 | val_loss: 0.0311799 | Time: 2309.06 ms [2021-01-22 04:52:05 main:574] : INFO : Epoch 997 | loss: 0.031177 | val_loss: 0.0311796 | Time: 2238.59 ms [2021-01-22 04:52:07 main:574] : INFO : Epoch 998 | loss: 0.0311765 | val_loss: 0.0311796 | Time: 2235.12 ms [2021-01-22 04:52:10 main:574] : INFO : Epoch 999 | loss: 0.0311767 | val_loss: 0.0311798 | Time: 2448.24 ms [2021-01-22 04:52:12 main:574] : INFO : Epoch 1000 | loss: 0.0311769 | val_loss: 0.0311799 | Time: 2232.96 ms [2021-01-22 04:52:15 main:574] : INFO : Epoch 1001 | loss: 0.0311769 | val_loss: 0.0311797 | Time: 2296.73 ms [2021-01-22 04:52:17 main:574] : INFO : Epoch 1002 | loss: 0.0311766 | val_loss: 0.0311797 | Time: 2368.15 ms [2021-01-22 04:52:19 main:574] : INFO : Epoch 1003 | loss: 0.0311762 | val_loss: 0.0311793 | Time: 2341.23 ms [2021-01-22 04:52:22 main:574] : INFO : Epoch 1004 | loss: 0.0311759 | val_loss: 0.0311791 | Time: 2409.78 ms [2021-01-22 04:52:24 main:574] : INFO : Epoch 1005 | loss: 0.0311759 | val_loss: 0.0311796 | Time: 2285.75 ms [2021-01-22 04:52:27 main:574] : INFO : Epoch 1006 | loss: 0.0311759 | val_loss: 0.0311789 | Time: 2341.16 ms [2021-01-22 04:52:29 main:574] : INFO : Epoch 1007 | loss: 0.0311756 | val_loss: 0.0311791 | Time: 2310.4 ms [2021-01-22 04:52:31 main:574] : INFO : Epoch 1008 | loss: 0.0311756 | val_loss: 0.0311796 | Time: 2255.65 ms [2021-01-22 04:52:34 main:574] : INFO : Epoch 1009 | loss: 0.0311759 | val_loss: 0.0311797 | Time: 2344.92 ms [2021-01-22 04:52:36 main:574] : INFO : Epoch 1010 | loss: 0.0311754 | val_loss: 0.0311785 | Time: 2303.71 ms [2021-01-22 04:52:38 main:574] : INFO : Epoch 1011 | loss: 0.0311748 | val_loss: 0.0311785 | Time: 2242.17 ms [2021-01-22 04:52:41 main:574] : INFO : Epoch 1012 | loss: 0.0311747 | val_loss: 0.0311785 | Time: 2382.09 ms [2021-01-22 04:52:43 main:574] : INFO : Epoch 1013 | loss: 0.0311746 | val_loss: 0.0311783 | Time: 2212.13 ms [2021-01-22 04:52:45 main:574] : INFO : Epoch 1014 | loss: 0.0311749 | val_loss: 0.031179 | Time: 2219.12 ms [2021-01-22 04:52:48 main:574] : INFO : Epoch 1015 | loss: 0.0311746 | val_loss: 0.0311782 | Time: 2424.54 ms [2021-01-22 04:52:50 main:574] : INFO : Epoch 1016 | loss: 0.0311745 | val_loss: 0.0311788 | Time: 2293.89 ms [2021-01-22 04:52:52 main:574] : INFO : Epoch 1017 | loss: 0.0311743 | val_loss: 0.0311783 | Time: 2257.28 ms [2021-01-22 04:52:55 main:574] : INFO : Epoch 1018 | loss: 0.031174 | val_loss: 0.0311782 | Time: 2303.69 ms [2021-01-22 04:52:57 main:574] : INFO : Epoch 1019 | loss: 0.0311741 | val_loss: 0.0311783 | Time: 2412.65 ms [2021-01-22 04:53:00 main:574] : INFO : Epoch 1020 | loss: 0.0311737 | val_loss: 0.0311783 | Time: 2311.64 ms [2021-01-22 04:53:02 main:574] : INFO : Epoch 1021 | loss: 0.0311736 | val_loss: 0.031178 | Time: 2340.42 ms [2021-01-22 04:53:04 main:574] : INFO : Epoch 1022 | loss: 0.0311736 | val_loss: 0.0311774 | Time: 2355.27 ms [2021-01-22 04:53:07 main:574] : INFO : Epoch 1023 | loss: 0.0311731 | val_loss: 0.0311769 | Time: 2353.6 ms [2021-01-22 04:53:09 main:574] : INFO : Epoch 1024 | loss: 0.0311729 | val_loss: 0.0311783 | Time: 2261.85 ms [2021-01-22 04:53:09 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311783 [2021-01-22 04:53:09 main:603] : INFO : Saving end state to config to file [2021-01-22 04:53:09 main:608] : INFO : Success, exiting.. 04:53:09 (13704): 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)