Task 3764803
| Name | ParityMachine-1605152085-24922-12_1 |
| Workunit | 1924495 |
| Created | 22 Jan 2021, 5:34:15 UTC |
| Sent | 22 Jan 2021, 6:31:29 UTC |
| Report deadline | 29 Jan 2021, 6:31:29 UTC |
| Received | 22 Jan 2021, 8:38:34 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 57 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 | 1.64 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> 869 | val_loss: 0.0311911 | Time: 2308.92 ms [2021-01-21 23:50:41 main:574] : INFO : Epoch 515 | loss: 0.0311868 | val_loss: 0.0311939 | Time: 2416.56 ms [2021-01-21 23:50:44 main:574] : INFO : Epoch 516 | loss: 0.0311893 | val_loss: 0.0311918 | Time: 2284.28 ms [2021-01-21 23:50:46 main:574] : INFO : Epoch 517 | loss: 0.0311872 | val_loss: 0.0311929 | Time: 2243.11 ms [2021-01-21 23:50:48 main:574] : INFO : Epoch 518 | loss: 0.0311876 | val_loss: 0.0311946 | Time: 2326.34 ms [2021-01-21 23:50:51 main:574] : INFO : Epoch 519 | loss: 0.0311873 | val_loss: 0.031191 | Time: 2318.59 ms [2021-01-21 23:50:53 main:574] : INFO : Epoch 520 | loss: 0.0311866 | val_loss: 0.0311908 | Time: 2303.55 ms [2021-01-21 23:50:56 main:574] : INFO : Epoch 521 | loss: 0.0311862 | val_loss: 0.0311902 | Time: 2290.12 ms [2021-01-21 23:50:58 main:574] : INFO : Epoch 522 | loss: 0.0311872 | val_loss: 0.0311909 | Time: 2275.41 ms [2021-01-21 23:51:00 main:574] : INFO : Epoch 523 | loss: 0.0311865 | val_loss: 0.0311914 | Time: 2275.87 ms [2021-01-21 23:51:03 main:574] : INFO : Epoch 524 | loss: 0.0311889 | val_loss: 0.0311943 | Time: 2298.65 ms [2021-01-21 23:51:05 main:574] : INFO : Epoch 525 | loss: 0.0311891 | val_loss: 0.0311918 | Time: 2335.01 ms [2021-01-21 23:51:07 main:574] : INFO : Epoch 526 | loss: 0.0311867 | val_loss: 0.0311908 | Time: 2317.06 ms [2021-01-21 23:51:10 main:574] : INFO : Epoch 527 | loss: 0.031187 | val_loss: 0.0311922 | Time: 2402.41 ms [2021-01-21 23:51:12 main:574] : INFO : Epoch 528 | loss: 0.0311877 | val_loss: 0.0311913 | Time: 2438.32 ms [2021-01-21 23:51:15 main:574] : INFO : Epoch 529 | loss: 0.0311868 | val_loss: 0.0311927 | Time: 2210.75 ms [2021-01-21 23:51:17 main:574] : INFO : Epoch 530 | loss: 0.0311866 | val_loss: 0.0311908 | Time: 2330.9 ms [2021-01-21 23:51:19 main:574] : INFO : Epoch 531 | loss: 0.0311866 | val_loss: 0.0311906 | Time: 2308.59 ms [2021-01-21 23:51:22 main:574] : INFO : Epoch 532 | loss: 0.0311873 | val_loss: 0.0311904 | Time: 2265.74 ms [2021-01-21 23:51:24 main:574] : INFO : Epoch 533 | loss: 0.0311877 | val_loss: 0.0311902 | Time: 2369.98 ms [2021-01-21 23:51:27 main:574] : INFO : Epoch 534 | loss: 0.0311871 | val_loss: 0.0311917 | Time: 2280.84 ms [2021-01-21 23:51:29 main:574] : INFO : Epoch 535 | loss: 0.0311867 | val_loss: 0.0311928 | Time: 2224.54 ms [2021-01-21 23:51:31 main:574] : INFO : Epoch 536 | loss: 0.0311871 | val_loss: 0.0311905 | Time: 2373.39 ms [2021-01-21 23:51:34 main:574] : INFO : Epoch 537 | loss: 0.0311867 | val_loss: 0.0311902 | Time: 2364.58 ms [2021-01-21 23:51:36 main:574] : INFO : Epoch 538 | loss: 0.0311863 | val_loss: 0.0311903 | Time: 2349.3 ms [2021-01-21 23:51:39 main:574] : INFO : Epoch 539 | loss: 0.0311864 | val_loss: 0.0311911 | Time: 2434.2 ms [2021-01-21 23:51:41 main:574] : INFO : Epoch 540 | loss: 0.0311874 | val_loss: 0.0311914 | Time: 2369.23 ms [2021-01-21 23:51:43 main:574] : INFO : Epoch 541 | loss: 0.0311898 | val_loss: 0.0311911 | Time: 2406.96 ms [2021-01-21 23:51:46 main:574] : INFO : Epoch 542 | loss: 0.0311869 | val_loss: 0.0311905 | Time: 2223.62 ms [2021-01-21 23:51:48 main:574] : INFO : Epoch 543 | loss: 0.0311879 | val_loss: 0.0311921 | Time: 2379.87 ms [2021-01-21 23:51:50 main:574] : INFO : Epoch 544 | loss: 0.0311875 | val_loss: 0.031192 | Time: 2260.75 ms [2021-01-21 23:51:53 main:574] : INFO : Epoch 545 | loss: 0.0311862 | val_loss: 0.0311909 | Time: 2071.71 ms [2021-01-21 23:51:55 main:574] : INFO : Epoch 546 | loss: 0.0311871 | val_loss: 0.0311946 | Time: 2321.53 ms [2021-01-21 23:51:57 main:574] : INFO : Epoch 547 | loss: 0.031188 | val_loss: 0.0311904 | Time: 2338.26 ms [2021-01-21 23:52:00 main:574] : INFO : Epoch 548 | loss: 0.0311864 | val_loss: 0.0311914 | Time: 2246.61 ms [2021-01-21 23:52:02 main:574] : INFO : Epoch 549 | loss: 0.0311875 | val_loss: 0.0311918 | Time: 2382.34 ms [2021-01-21 23:52:04 main:574] : INFO : Epoch 550 | loss: 0.0311871 | val_loss: 0.0311906 | Time: 2295.55 ms [2021-01-21 23:52:07 main:574] : INFO : Epoch 551 | loss: 0.031187 | val_loss: 0.0311931 | Time: 2333.67 ms [2021-01-21 23:52:09 main:574] : INFO : Epoch 552 | loss: 0.0311868 | val_loss: 0.0311902 | Time: 2276.93 ms [2021-01-21 23:52:12 main:574] : INFO : Epoch 553 | loss: 0.0311875 | val_loss: 0.0311913 | Time: 2342.99 ms [2021-01-21 23:52:14 main:574] : INFO : Epoch 554 | loss: 0.0311884 | val_loss: 0.031193 | Time: 2323.22 ms [2021-01-21 23:52:16 main:574] : INFO : Epoch 555 | loss: 0.0311886 | val_loss: 0.031192 | Time: 2288.54 ms [2021-01-21 23:52:19 main:574] : INFO : Epoch 556 | loss: 0.0311883 | val_loss: 0.031191 | Time: 2307.26 ms [2021-01-21 23:52:21 main:574] : INFO : Epoch 557 | loss: 0.0311872 | val_loss: 0.0311976 | Time: 2372.76 ms [2021-01-21 23:52:23 main:574] : INFO : Epoch 558 | loss: 0.0311905 | val_loss: 0.0311914 | Time: 2324.47 ms [2021-01-21 23:52:26 main:574] : INFO : Epoch 559 | loss: 0.0311876 | val_loss: 0.0311932 | Time: 2368.16 ms [2021-01-21 23:52:28 main:574] : INFO : Epoch 560 | loss: 0.031187 | val_loss: 0.0311905 | Time: 2373.62 ms [2021-01-21 23:52:30 main:574] : INFO : Epoch 561 | loss: 0.0311885 | val_loss: 0.0311936 | Time: 2194.97 ms [2021-01-21 23:52:33 main:574] : INFO : Epoch 562 | loss: 0.0311878 | val_loss: 0.0311914 | Time: 2328.69 ms [2021-01-21 23:52:35 main:574] : INFO : Epoch 563 | loss: 0.0311866 | val_loss: 0.0311929 | Time: 2338.52 ms [2021-01-21 23:52:38 main:574] : INFO : Epoch 564 | loss: 0.03119 | val_loss: 0.0311985 | Time: 2428.64 ms [2021-01-21 23:52:40 main:574] : INFO : Epoch 565 | loss: 0.0311882 | val_loss: 0.0311914 | Time: 2235.1 ms [2021-01-21 23:52:42 main:574] : INFO : Epoch 566 | loss: 0.0311875 | val_loss: 0.0311911 | Time: 2279.09 ms [2021-01-21 23:52:45 main:574] : INFO : Epoch 567 | loss: 0.0311869 | val_loss: 0.0311912 | Time: 2336.34 ms [2021-01-21 23:52:47 main:574] : INFO : Epoch 568 | loss: 0.0311866 | val_loss: 0.0311932 | Time: 2322.32 ms [2021-01-21 23:52:50 main:574] : INFO : Epoch 569 | loss: 0.0311877 | val_loss: 0.031191 | Time: 2312.21 ms [2021-01-21 23:52:52 main:574] : INFO : Epoch 570 | loss: 0.0311877 | val_loss: 0.0311914 | Time: 2227.88 ms [2021-01-21 23:52:54 main:574] : INFO : Epoch 571 | loss: 0.0311884 | val_loss: 0.0311913 | Time: 2335.8 ms [2021-01-21 23:52:57 main:574] : INFO : Epoch 572 | loss: 0.0311866 | val_loss: 0.0311913 | Time: 2312.43 ms [2021-01-21 23:52:59 main:574] : INFO : Epoch 573 | loss: 0.0311876 | val_loss: 0.0311905 | Time: 2345.51 ms [2021-01-21 23:53:01 main:574] : INFO : Epoch 574 | loss: 0.0311868 | val_loss: 0.0311909 | Time: 2217.34 ms [2021-01-21 23:53:04 main:574] : INFO : Epoch 575 | loss: 0.0311862 | val_loss: 0.0311905 | Time: 2424.35 ms [2021-01-21 23:53:06 main:574] : INFO : Epoch 576 | loss: 0.0311881 | val_loss: 0.0311933 | Time: 2242.12 ms [2021-01-21 23:53:09 main:574] : INFO : Epoch 577 | loss: 0.0311872 | val_loss: 0.0311945 | Time: 2327.5 ms [2021-01-21 23:53:11 main:574] : INFO : Epoch 578 | loss: 0.0311878 | val_loss: 0.0311913 | Time: 2237.25 ms [2021-01-21 23:53:13 main:574] : INFO : Epoch 579 | loss: 0.0311887 | val_loss: 0.0311908 | Time: 2294.66 ms [2021-01-21 23:53:16 main:574] : INFO : Epoch 580 | loss: 0.0311871 | val_loss: 0.0311912 | Time: 2230.66 ms [2021-01-21 23:53:18 main:574] : INFO : Epoch 581 | loss: 0.0311874 | val_loss: 0.031191 | Time: 2242.74 ms [2021-01-21 23:53:20 main:574] : INFO : Epoch 582 | loss: 0.0311873 | val_loss: 0.0311907 | Time: 2318.88 ms [2021-01-21 23:53:23 main:574] : INFO : Epoch 583 | loss: 0.0311874 | val_loss: 0.0311908 | Time: 2331.09 ms [2021-01-21 23:53:25 main:574] : INFO : Epoch 584 | loss: 0.0311877 | val_loss: 0.0311916 | Time: 2285.87 ms [2021-01-21 23:53:27 main:574] : INFO : Epoch 585 | loss: 0.0311866 | val_loss: 0.0311934 | Time: 2273.48 ms [2021-01-21 23:53:30 main:574] : INFO : Epoch 586 | loss: 0.0311877 | val_loss: 0.0311929 | Time: 2428.21 ms [2021-01-21 23:53:32 main:574] : INFO : Epoch 587 | loss: 0.0311873 | val_loss: 0.0311909 | Time: 2295.2 ms [2021-01-21 23:53:34 main:574] : INFO : Epoch 588 | loss: 0.0311867 | val_loss: 0.0311911 | Time: 2317.32 ms [2021-01-21 23:53:37 main:574] : INFO : Epoch 589 | loss: 0.0311874 | val_loss: 0.0311918 | Time: 2342.32 ms [2021-01-21 23:53:39 main:574] : INFO : Epoch 590 | loss: 0.0311877 | val_loss: 0.0311905 | Time: 2218.16 ms [2021-01-21 23:53:41 main:574] : INFO : Epoch 591 | loss: 0.031188 | val_loss: 0.0311911 | Time: 2266.47 ms [2021-01-21 23:53:44 main:574] : INFO : Epoch 592 | loss: 0.0311879 | val_loss: 0.0311921 | Time: 2299.64 ms [2021-01-21 23:53:46 main:574] : INFO : Epoch 593 | loss: 0.031188 | val_loss: 0.0311905 | Time: 2438.74 ms [2021-01-21 23:53:49 main:574] : INFO : Epoch 594 | loss: 0.0311882 | val_loss: 0.031192 | Time: 2299.19 ms [2021-01-21 23:53:51 main:574] : INFO : Epoch 595 | loss: 0.0311893 | val_loss: 0.031191 | Time: 2170.67 ms [2021-01-21 23:53:53 main:574] : INFO : Epoch 596 | loss: 0.0311885 | val_loss: 0.0311948 | Time: 2288.38 ms [2021-01-21 23:53:56 main:574] : INFO : Epoch 597 | loss: 0.0311887 | val_loss: 0.0311912 | Time: 2311.18 ms [2021-01-21 23:53:58 main:574] : INFO : Epoch 598 | loss: 0.0311883 | val_loss: 0.0311922 | Time: 2462.28 ms [2021-01-21 23:54:01 main:574] : INFO : Epoch 599 | loss: 0.0311877 | val_loss: 0.0311909 | Time: 2364.38 ms [2021-01-21 23:54:03 main:574] : INFO : Epoch 600 | loss: 0.0311867 | val_loss: 0.0311911 | Time: 2351.98 ms [2021-01-21 23:54:05 main:574] : INFO : Epoch 601 | loss: 0.0311875 | val_loss: 0.0311912 | Time: 2230.82 ms [2021-01-21 23:54:08 main:574] : INFO : Epoch 602 | loss: 0.0311893 | val_loss: 0.031191 | Time: 2317.19 ms [2021-01-21 23:54:10 main:574] : INFO : Epoch 603 | loss: 0.0311874 | val_loss: 0.0311905 | Time: 2300.75 ms [2021-01-21 23:54:13 main:574] : INFO : Epoch 604 | loss: 0.0311892 | val_loss: 0.0311904 | Time: 2275.62 ms [2021-01-21 23:54:15 main:574] : INFO : Epoch 605 | loss: 0.0311862 | val_loss: 0.031191 | Time: 2306.82 ms [2021-01-21 23:54:17 main:574] : INFO : Epoch 606 | loss: 0.0311866 | val_loss: 0.0311904 | Time: 2249.4 ms [2021-01-21 23:54:20 main:574] : INFO : Epoch 607 | loss: 0.0311877 | val_loss: 0.031193 | Time: 2341.84 ms [2021-01-21 23:54:22 main:574] : INFO : Epoch 608 | loss: 0.031187 | val_loss: 0.0311929 | Time: 2432.75 ms [2021-01-21 23:54:24 main:574] : INFO : Epoch 609 | loss: 0.0311876 | val_loss: 0.0311906 | Time: 2230.91 ms [2021-01-21 23:54:27 main:574] : INFO : Epoch 610 | loss: 0.0311865 | val_loss: 0.0311916 | Time: 2218.91 ms [2021-01-21 23:54:29 main:574] : INFO : Epoch 611 | loss: 0.0311868 | val_loss: 0.0311905 | Time: 2298.7 ms [2021-01-21 23:54:31 main:574] : INFO : Epoch 612 | loss: 0.0311865 | val_loss: 0.0311914 | Time: 2356.2 ms [2021-01-21 23:54:34 main:574] : INFO : Epoch 613 | loss: 0.0311867 | val_loss: 0.0311908 | Time: 2314.04 ms [2021-01-21 23:54:36 main:574] : INFO : Epoch 614 | loss: 0.0311868 | val_loss: 0.0311915 | Time: 2356.25 ms [2021-01-21 23:54:39 main:574] : INFO : Epoch 615 | loss: 0.0311868 | val_loss: 0.0311905 | Time: 2370.67 ms [2021-01-21 23:54:41 main:574] : INFO : Epoch 616 | loss: 0.031187 | val_loss: 0.0311903 | Time: 2405.73 ms [2021-01-21 23:54:43 main:574] : INFO : Epoch 617 | loss: 0.0311865 | val_loss: 0.0311905 | Time: 2241.13 ms [2021-01-21 23:54:46 main:574] : INFO : Epoch 618 | loss: 0.031189 | val_loss: 0.0311913 | Time: 2392.86 ms [2021-01-21 23:54:48 main:574] : INFO : Epoch 619 | loss: 0.0311907 | val_loss: 0.0311936 | Time: 2310.87 ms [2021-01-21 23:54:50 main:574] : INFO : Epoch 620 | loss: 0.031188 | val_loss: 0.031191 | Time: 2344.71 ms [2021-01-21 23:54:53 main:574] : INFO : Epoch 621 | loss: 0.0311883 | val_loss: 0.0311919 | Time: 2243.87 ms [2021-01-21 23:54:55 main:574] : INFO : Epoch 622 | loss: 0.0311871 | val_loss: 0.0311913 | Time: 2232.22 ms [2021-01-21 23:54:57 main:574] : INFO : Epoch 623 | loss: 0.0311865 | val_loss: 0.0311903 | Time: 2346.23 ms [2021-01-21 23:55:00 main:574] : INFO : Epoch 624 | loss: 0.0311864 | val_loss: 0.0311909 | Time: 2290.11 ms [2021-01-21 23:55:02 main:574] : INFO : Epoch 625 | loss: 0.0311878 | val_loss: 0.0311913 | Time: 2325.17 ms [2021-01-21 23:55:04 main:574] : INFO : Epoch 626 | loss: 0.0311871 | val_loss: 0.0311954 | Time: 2259.42 ms [2021-01-21 23:55:07 main:574] : INFO : Epoch 627 | loss: 0.0311917 | val_loss: 0.031197 | Time: 2262.34 ms [2021-01-21 23:55:09 main:574] : INFO : Epoch 628 | loss: 0.0311937 | val_loss: 0.0312019 | Time: 2247.52 ms [2021-01-21 23:55:11 main:574] : INFO : Epoch 629 | loss: 0.0311941 | val_loss: 0.0311985 | Time: 2225.75 ms [2021-01-21 23:55:14 main:574] : INFO : Epoch 630 | loss: 0.031193 | val_loss: 0.0311927 | Time: 2380.9 ms [2021-01-21 23:55:16 main:574] : INFO : Epoch 631 | loss: 0.0311888 | val_loss: 0.0311993 | Time: 2251.94 ms [2021-01-21 23:55:18 main:574] : INFO : Epoch 632 | loss: 0.0311916 | val_loss: 0.0311961 | Time: 2251.62 ms [2021-01-21 23:55:21 main:574] : INFO : Epoch 633 | loss: 0.0311876 | val_loss: 0.0311905 | Time: 2262.58 ms [2021-01-21 23:55:23 main:574] : INFO : Epoch 634 | loss: 0.0311878 | val_loss: 0.0311916 | Time: 2230.71 ms [2021-01-21 23:55:25 main:574] : INFO : Epoch 635 | loss: 0.0311874 | val_loss: 0.0311925 | Time: 2317.55 ms [2021-01-21 23:55:28 main:574] : INFO : Epoch 636 | loss: 0.0311866 | val_loss: 0.0311916 | Time: 2333.66 ms [2021-01-21 23:55:30 main:574] : INFO : Epoch 637 | loss: 0.0311869 | val_loss: 0.0311933 | Time: 2395.69 ms [2021-01-21 23:55:33 main:574] : INFO : Epoch 638 | loss: 0.0311885 | val_loss: 0.0311917 | Time: 2382.51 ms [2021-01-21 23:55:35 main:574] : INFO : Epoch 639 | loss: 0.0311866 | val_loss: 0.0311912 | Time: 2215.6 ms [2021-01-21 23:55:37 main:574] : INFO : Epoch 640 | loss: 0.0311864 | val_loss: 0.0311907 | Time: 2259.59 ms [2021-01-21 23:55:40 main:574] : INFO : Epoch 641 | loss: 0.0311865 | val_loss: 0.0311907 | Time: 2290.88 ms [2021-01-21 23:55:42 main:574] : INFO : Epoch 642 | loss: 0.0311865 | val_loss: 0.0311905 | Time: 2277.81 ms [2021-01-21 23:55:44 main:574] : INFO : Epoch 643 | loss: 0.0311873 | val_loss: 0.0311924 | Time: 2183.64 ms [2021-01-21 23:55:46 main:574] : INFO : Epoch 644 | loss: 0.0311878 | val_loss: 0.0311927 | Time: 2309.79 ms [2021-01-21 23:55:49 main:574] : INFO : Epoch 645 | loss: 0.0311871 | val_loss: 0.0311916 | Time: 2408.74 ms [2021-01-21 23:55:51 main:574] : INFO : Epoch 646 | loss: 0.031187 | val_loss: 0.0311902 | Time: 2365.86 ms [2021-01-21 23:55:54 main:574] : INFO : Epoch 647 | loss: 0.0311871 | val_loss: 0.0311904 | Time: 2301.06 ms [2021-01-21 23:55:56 main:574] : INFO : Epoch 648 | loss: 0.0311865 | val_loss: 0.0311904 | Time: 2291.47 ms [2021-01-21 23:55:58 main:574] : INFO : Epoch 649 | loss: 0.0311866 | val_loss: 0.031192 | Time: 2224.69 ms [2021-01-21 23:56:01 main:574] : INFO : Epoch 650 | loss: 0.0311878 | val_loss: 0.0311932 | Time: 2425.18 ms [2021-01-21 23:56:03 main:574] : INFO : Epoch 651 | loss: 0.0311871 | val_loss: 0.0311915 | Time: 2254.18 ms [2021-01-21 23:56:06 main:574] : INFO : Epoch 652 | loss: 0.0311876 | val_loss: 0.0311912 | Time: 2353.61 ms [2021-01-21 23:56:08 main:574] : INFO : Epoch 653 | loss: 0.0311868 | val_loss: 0.031191 | Time: 2337.5 ms [2021-01-21 23:56:10 main:574] : INFO : Epoch 654 | loss: 0.0311865 | val_loss: 0.031192 | Time: 2292.03 ms [2021-01-21 23:56:13 main:574] : INFO : Epoch 655 | loss: 0.0311873 | val_loss: 0.0311916 | Time: 2327.91 ms [2021-01-21 23:56:15 main:574] : INFO : Epoch 656 | loss: 0.0311867 | val_loss: 0.0311914 | Time: 2226.55 ms [2021-01-21 23:56:17 main:574] : INFO : Epoch 657 | loss: 0.0311867 | val_loss: 0.0311906 | Time: 2240.88 ms [2021-01-21 23:56:20 main:574] : INFO : Epoch 658 | loss: 0.0311865 | val_loss: 0.0311938 | Time: 2335.92 ms [2021-01-21 23:56:22 main:574] : INFO : Epoch 659 | loss: 0.0311876 | val_loss: 0.0311908 | Time: 2394.7 ms [2021-01-21 23:56:24 main:574] : INFO : Epoch 660 | loss: 0.031189 | val_loss: 0.0311927 | Time: 2283.79 ms [2021-01-21 23:56:27 main:574] : INFO : Epoch 661 | loss: 0.0311864 | val_loss: 0.0311911 | Time: 2418.04 ms [2021-01-21 23:56:29 main:574] : INFO : Epoch 662 | loss: 0.0311864 | val_loss: 0.0311907 | Time: 2351.78 ms [2021-01-21 23:56:32 main:574] : INFO : Epoch 663 | loss: 0.0311866 | val_loss: 0.0311906 | Time: 2240.71 ms [2021-01-21 23:56:34 main:574] : INFO : Epoch 664 | loss: 0.031188 | val_loss: 0.0311907 | Time: 2278.41 ms [2021-01-21 23:56:36 main:574] : INFO : Epoch 665 | loss: 0.0311886 | val_loss: 0.0311925 | Time: 2392.85 ms [2021-01-21 23:56:39 main:574] : INFO : Epoch 666 | loss: 0.0311877 | val_loss: 0.0311914 | Time: 2299.15 ms [2021-01-21 23:56:41 main:574] : INFO : Epoch 667 | loss: 0.0311888 | val_loss: 0.0311945 | Time: 2293.8 ms [2021-01-21 23:56:43 main:574] : INFO : Epoch 668 | loss: 0.031188 | val_loss: 0.0311922 | Time: 2211.78 ms [2021-01-21 23:56:46 main:574] : INFO : Epoch 669 | loss: 0.0311872 | val_loss: 0.0311904 | Time: 2396.79 ms [2021-01-21 23:56:48 main:574] : INFO : Epoch 670 | loss: 0.0311864 | val_loss: 0.0311907 | Time: 2407.5 ms [2021-01-21 23:56:51 main:574] : INFO : Epoch 671 | loss: 0.031187 | val_loss: 0.0311917 | Time: 2404.08 ms [2021-01-21 23:56:53 main:574] : INFO : Epoch 672 | loss: 0.0311877 | val_loss: 0.0311914 | Time: 2382.2 ms [2021-01-21 23:56:56 main:574] : INFO : Epoch 673 | loss: 0.0311877 | val_loss: 0.0311905 | Time: 2478.62 ms [2021-01-21 23:56:58 main:574] : INFO : Epoch 674 | loss: 0.0311862 | val_loss: 0.0311915 | Time: 2264.84 ms [2021-01-21 23:57:00 main:574] : INFO : Epoch 675 | loss: 0.0311868 | val_loss: 0.0311908 | Time: 2296.35 ms [2021-01-21 23:57:03 main:574] : INFO : Epoch 676 | loss: 0.0311869 | val_loss: 0.0311913 | Time: 2284.86 ms [2021-01-21 23:57:05 main:574] : INFO : Epoch 677 | loss: 0.0311869 | val_loss: 0.0311905 | Time: 2403.45 ms [2021-01-21 23:57:08 main:574] : INFO : Epoch 678 | loss: 0.0311866 | val_loss: 0.0311914 | Time: 2323.71 ms [2021-01-21 23:57:10 main:574] : INFO : Epoch 679 | loss: 0.0311863 | val_loss: 0.031191 | Time: 2267.62 ms [2021-01-21 23:57:12 main:574] : INFO : Epoch 680 | loss: 0.0311864 | val_loss: 0.0311906 | Time: 2243.26 ms [2021-01-21 23:57:15 main:574] : INFO : Epoch 681 | loss: 0.0311868 | val_loss: 0.0311908 | Time: 2436.6 ms [2021-01-21 23:57:17 main:574] : INFO : Epoch 682 | loss: 0.0311867 | val_loss: 0.0311903 | Time: 2389.14 ms [2021-01-21 23:57:20 main:574] : INFO : Epoch 683 | loss: 0.0311869 | val_loss: 0.0311913 | Time: 2419.24 ms [2021-01-21 23:57:22 main:574] : INFO : Epoch 684 | loss: 0.031187 | val_loss: 0.0311905 | Time: 2227.65 ms [2021-01-21 23:57:25 main:574] : INFO : Epoch 685 | loss: 0.0311866 | val_loss: 0.0311917 | Time: 2267.83 ms [2021-01-21 23:57:27 main:574] : INFO : Epoch 686 | loss: 0.031187 | val_loss: 0.0311906 | Time: 2135.61 ms [2021-01-21 23:57:29 main:574] : INFO : Epoch 687 | loss: 0.0311878 | val_loss: 0.0311908 | Time: 2360.07 ms [2021-01-21 23:57:32 main:574] : INFO : Epoch 688 | loss: 0.0311872 | val_loss: 0.0311917 | Time: 2344.64 ms [2021-01-21 23:57:34 main:574] : INFO : Epoch 689 | loss: 0.0311875 | val_loss: 0.0311911 | Time: 2282.59 ms [2021-01-21 23:57:36 main:574] : INFO : Epoch 690 | loss: 0.0311866 | val_loss: 0.0311941 | Time: 2370.82 ms [2021-01-21 23:57:39 main:574] : INFO : Epoch 691 | loss: 0.0311878 | val_loss: 0.0311943 | Time: 2232.93 ms [2021-01-21 23:57:41 main:574] : INFO : Epoch 692 | loss: 0.0311876 | val_loss: 0.0311904 | Time: 2325.77 ms [2021-01-21 23:57:43 main:574] : INFO : Epoch 693 | loss: 0.0311868 | val_loss: 0.0311905 | Time: 2319.09 ms [2021-01-21 23:57:46 main:574] : INFO : Epoch 694 | loss: 0.0311871 | val_loss: 0.0311911 | Time: 2345.4 ms [2021-01-21 23:57:48 main:574] : INFO : Epoch 695 | loss: 0.0311895 | val_loss: 0.0311923 | Time: 2285.13 ms [2021-01-21 23:57:50 main:574] : INFO : Epoch 696 | loss: 0.0311885 | val_loss: 0.0311924 | Time: 2371.69 ms [2021-01-21 23:57:53 main:574] : INFO : Epoch 697 | loss: 0.0311877 | val_loss: 0.0311915 | Time: 2299.98 ms [2021-01-21 23:57:55 main:574] : INFO : Epoch 698 | loss: 0.031187 | val_loss: 0.0311907 | Time: 2316.22 ms [2021-01-21 23:57:58 main:574] : INFO : Epoch 699 | loss: 0.0311873 | val_loss: 0.031193 | Time: 2340.19 ms [2021-01-21 23:58:00 main:574] : INFO : Epoch 700 | loss: 0.0311878 | val_loss: 0.0311923 | Time: 2210.82 ms [2021-01-21 23:58:02 main:574] : INFO : Epoch 701 | loss: 0.0311865 | val_loss: 0.0311904 | Time: 2276.71 ms [2021-01-21 23:58:04 main:574] : INFO : Epoch 702 | loss: 0.031187 | val_loss: 0.0311947 | Time: 2219.98 ms [2021-01-21 23:58:07 main:574] : INFO : Epoch 703 | loss: 0.0311895 | val_loss: 0.0311909 | Time: 2407.01 ms [2021-01-21 23:58:09 main:574] : INFO : Epoch 704 | loss: 0.0311864 | val_loss: 0.0311908 | Time: 2389.42 ms [2021-01-21 23:58:12 main:574] : INFO : Epoch 705 | loss: 0.0311886 | val_loss: 0.0311908 | Time: 2369.89 ms [2021-01-21 23:58:14 main:574] : INFO : Epoch 706 | loss: 0.0311868 | val_loss: 0.0311908 | Time: 2362.72 ms [2021-01-21 23:58:17 main:574] : INFO : Epoch 707 | loss: 0.0311878 | val_loss: 0.0311907 | Time: 2370.12 ms [2021-01-21 23:58:19 main:574] : INFO : Epoch 708 | loss: 0.0311873 | val_loss: 0.0311906 | Time: 2306.47 ms [2021-01-21 23:58:21 main:574] : INFO : Epoch 709 | loss: 0.0311865 | val_loss: 0.031191 | Time: 2278.17 ms [2021-01-21 23:58:24 main:574] : INFO : Epoch 710 | loss: 0.0311868 | val_loss: 0.0311927 | Time: 2387.57 ms [2021-01-21 23:58:26 main:574] : INFO : Epoch 711 | loss: 0.031188 | val_loss: 0.0311945 | Time: 2387.88 ms [2021-01-21 23:58:29 main:574] : INFO : Epoch 712 | loss: 0.0311869 | val_loss: 0.0311924 | Time: 2312.49 ms [2021-01-21 23:58:31 main:574] : INFO : Epoch 713 | loss: 0.0311872 | val_loss: 0.0311913 | Time: 2475.99 ms [2021-01-21 23:58:33 main:574] : INFO : Epoch 714 | loss: 0.031187 | val_loss: 0.0311917 | Time: 2293.91 ms [2021-01-21 23:58:36 main:574] : INFO : Epoch 715 | loss: 0.0311882 | val_loss: 0.0311909 | Time: 2368.18 ms [2021-01-21 23:58:38 main:574] : INFO : Epoch 716 | loss: 0.0311872 | val_loss: 0.0311929 | Time: 2308.81 ms [2021-01-21 23:58:41 main:574] : INFO : Epoch 717 | loss: 0.0311895 | val_loss: 0.0311927 | Time: 2261.4 ms [2021-01-21 23:58:43 main:574] : INFO : Epoch 718 | loss: 0.0311888 | val_loss: 0.031191 | Time: 2316.33 ms [2021-01-21 23:58:45 main:574] : INFO : Epoch 719 | loss: 0.0311867 | val_loss: 0.031192 | Time: 2341.11 ms [2021-01-21 23:58:48 main:574] : INFO : Epoch 720 | loss: 0.0311864 | val_loss: 0.0311909 | Time: 2199.14 ms [2021-01-21 23:58:50 main:574] : INFO : Epoch 721 | loss: 0.0311861 | val_loss: 0.0311904 | Time: 2294.04 ms [2021-01-21 23:58:53 main:574] : INFO : Epoch 722 | loss: 0.0311869 | val_loss: 0.0311907 | Time: 2538.29 ms [2021-01-21 23:58:55 main:574] : INFO : Epoch 723 | loss: 0.0311862 | val_loss: 0.0311923 | Time: 2287.31 ms [2021-01-21 23:58:57 main:574] : INFO : Epoch 724 | loss: 0.0311875 | val_loss: 0.0311942 | Time: 2411.22 ms [2021-01-21 23:59:00 main:574] : INFO : Epoch 725 | loss: 0.0311876 | val_loss: 0.0311905 | Time: 2169.78 ms [2021-01-21 23:59:02 main:574] : INFO : Epoch 726 | loss: 0.0311873 | val_loss: 0.031193 | Time: 2281.41 ms [2021-01-21 23:59:04 main:574] : INFO : Epoch 727 | loss: 0.0311888 | val_loss: 0.0311906 | Time: 2365.68 ms [2021-01-21 23:59:07 main:574] : INFO : Epoch 728 | loss: 0.0311872 | val_loss: 0.0311908 | Time: 2215.87 ms [2021-01-21 23:59:09 main:574] : INFO : Epoch 729 | loss: 0.0311862 | val_loss: 0.0311907 | Time: 2375.04 ms [2021-01-21 23:59:11 main:574] : INFO : Epoch 730 | loss: 0.0311866 | val_loss: 0.0311911 | Time: 2194.05 ms [2021-01-21 23:59:14 main:574] : INFO : Epoch 731 | loss: 0.0311886 | val_loss: 0.0311914 | Time: 2369.42 ms [2021-01-21 23:59:16 main:574] : INFO : Epoch 732 | loss: 0.0311869 | val_loss: 0.0311927 | Time: 2258.38 ms [2021-01-21 23:59:19 main:574] : INFO : Epoch 733 | loss: 0.0311866 | val_loss: 0.0311913 | Time: 2297.31 ms [2021-01-21 23:59:21 main:574] : INFO : Epoch 734 | loss: 0.031188 | val_loss: 0.0311943 | Time: 2364.38 ms [2021-01-21 23:59:23 main:574] : INFO : Epoch 735 | loss: 0.0311895 | val_loss: 0.0311932 | Time: 2274.79 ms [2021-01-21 23:59:26 main:574] : INFO : Epoch 736 | loss: 0.0311884 | val_loss: 0.0311956 | Time: 2301.43 ms [2021-01-21 23:59:28 main:574] : INFO : Epoch 737 | loss: 0.0311889 | val_loss: 0.0311942 | Time: 2223.31 ms [2021-01-21 23:59:30 main:574] : INFO : Epoch 738 | loss: 0.0311875 | val_loss: 0.0311925 | Time: 2317.48 ms [2021-01-21 23:59:33 main:574] : INFO : Epoch 739 | loss: 0.031187 | val_loss: 0.0311909 | Time: 2322.73 ms [2021-01-21 23:59:35 main:574] : INFO : Epoch 740 | loss: 0.031188 | val_loss: 0.0311964 | Time: 2272.09 ms [2021-01-21 23:59:38 main:574] : INFO : Epoch 741 | loss: 0.0311881 | val_loss: 0.0311906 | Time: 2387.12 ms [2021-01-21 23:59:40 main:574] : INFO : Epoch 742 | loss: 0.0311909 | val_loss: 0.0311962 | Time: 2339.65 ms [2021-01-21 23:59:42 main:574] : INFO : Epoch 743 | loss: 0.0311941 | val_loss: 0.0311989 | Time: 2249.71 ms [2021-01-21 23:59:45 main:574] : INFO : Epoch 744 | loss: 0.0311955 | val_loss: 0.0311933 | Time: 2293.34 ms [2021-01-21 23:59:47 main:574] : INFO : Epoch 745 | loss: 0.0311894 | val_loss: 0.0311917 | Time: 2181.58 ms [2021-01-21 23:59:49 main:574] : INFO : Epoch 746 | loss: 0.0311888 | val_loss: 0.0311959 | Time: 2257.16 ms [2021-01-21 23:59:51 main:574] : INFO : Epoch 747 | loss: 0.0311879 | val_loss: 0.0311924 | Time: 2282.17 ms [2021-01-21 23:59:54 main:574] : INFO : Epoch 748 | loss: 0.0311871 | val_loss: 0.0311912 | Time: 2225.61 ms [2021-01-21 23:59:56 main:574] : INFO : Epoch 749 | loss: 0.0311867 | val_loss: 0.0311931 | Time: 2385.81 ms [2021-01-21 23:59:59 main:574] : INFO : Epoch 750 | loss: 0.031189 | val_loss: 0.0311934 | Time: 2338.81 ms [2021-01-22 00:00:01 main:574] : INFO : Epoch 751 | loss: 0.0311877 | val_loss: 0.0311904 | Time: 2325.37 ms [2021-01-22 00:00:03 main:574] : INFO : Epoch 752 | loss: 0.0311861 | val_loss: 0.031191 | Time: 2413.79 ms [2021-01-22 00:00:06 main:574] : INFO : Epoch 753 | loss: 0.0311863 | val_loss: 0.0311906 | Time: 2288.49 ms [2021-01-22 00:00:08 main:574] : INFO : Epoch 754 | loss: 0.0311867 | val_loss: 0.0311921 | Time: 2393.64 ms [2021-01-22 00:00:11 main:574] : INFO : Epoch 755 | loss: 0.0311865 | val_loss: 0.0311915 | Time: 2268.74 ms [2021-01-22 00:00:13 main:574] : INFO : Epoch 756 | loss: 0.0311867 | val_loss: 0.0311907 | Time: 2355.39 ms [2021-01-22 00:00:15 main:574] : INFO : Epoch 757 | loss: 0.0311868 | val_loss: 0.0311906 | Time: 2314.33 ms [2021-01-22 00:00:18 main:574] : INFO : Epoch 758 | loss: 0.0311874 | val_loss: 0.0311913 | Time: 2419.55 ms [2021-01-22 00:00:20 main:574] : INFO : Epoch 759 | loss: 0.0311883 | val_loss: 0.0311941 | Time: 2337.59 ms [2021-01-22 00:00:23 main:574] : INFO : Epoch 760 | loss: 0.0311867 | val_loss: 0.0311917 | Time: 2356.76 ms [2021-01-22 00:00:25 main:574] : INFO : Epoch 761 | loss: 0.0311881 | val_loss: 0.0311945 | Time: 2227.51 ms [2021-01-22 00:00:27 main:574] : INFO : Epoch 762 | loss: 0.031187 | val_loss: 0.0311907 | Time: 2300.6 ms [2021-01-22 00:00:30 main:574] : INFO : Epoch 763 | loss: 0.0311866 | val_loss: 0.0311905 | Time: 2261.88 ms [2021-01-22 00:00:32 main:574] : INFO : Epoch 764 | loss: 0.0311883 | val_loss: 0.0311915 | Time: 2217.63 ms [2021-01-22 00:00:34 main:574] : INFO : Epoch 765 | loss: 0.0311873 | val_loss: 0.0311951 | Time: 2327.86 ms [2021-01-22 00:00:36 main:574] : INFO : Epoch 766 | loss: 0.0311884 | val_loss: 0.0311907 | Time: 2274.77 ms [2021-01-22 00:00:39 main:574] : INFO : Epoch 767 | loss: 0.0311869 | val_loss: 0.0311911 | Time: 2356.98 ms [2021-01-22 00:00:41 main:574] : INFO : Epoch 768 | loss: 0.0311867 | val_loss: 0.0311909 | Time: 2233.84 ms [2021-01-22 00:00:44 main:574] : INFO : Epoch 769 | loss: 0.0311877 | val_loss: 0.0311905 | Time: 2399.56 ms [2021-01-22 00:00:46 main:574] : INFO : Epoch 770 | loss: 0.0311882 | val_loss: 0.031191 | Time: 2112.69 ms [2021-01-22 00:00:48 main:574] : INFO : Epoch 771 | loss: 0.0311873 | val_loss: 0.0311917 | Time: 2363.32 ms [2021-01-22 00:00:51 main:574] : INFO : Epoch 772 | loss: 0.0311866 | val_loss: 0.0311904 | Time: 2403.11 ms [2021-01-22 00:00:53 main:574] : INFO : Epoch 773 | loss: 0.0311865 | val_loss: 0.0311908 | Time: 2215.63 ms [2021-01-22 00:00:55 main:574] : INFO : Epoch 774 | loss: 0.0311867 | val_loss: 0.0311909 | Time: 2238.57 ms [2021-01-22 00:00:58 main:574] : INFO : Epoch 775 | loss: 0.0311876 | val_loss: 0.0311916 | Time: 2293.35 ms [2021-01-22 00:01:00 main:574] : INFO : Epoch 776 | loss: 0.0311872 | val_loss: 0.0311939 | Time: 2281.34 ms [2021-01-22 00:01:02 main:574] : INFO : Epoch 777 | loss: 0.0311882 | val_loss: 0.0311909 | Time: 2263.69 ms [2021-01-22 00:01:05 main:574] : INFO : Epoch 778 | loss: 0.0311871 | val_loss: 0.0311907 | Time: 2337.2 ms [2021-01-22 00:01:07 main:574] : INFO : Epoch 779 | loss: 0.0311874 | val_loss: 0.0311929 | Time: 2342.35 ms [2021-01-22 00:01:10 main:574] : INFO : Epoch 780 | loss: 0.031187 | val_loss: 0.0311904 | Time: 2382.41 ms [2021-01-22 00:01:12 main:574] : INFO : Epoch 781 | loss: 0.0311868 | val_loss: 0.0311912 | Time: 2271.15 ms [2021-01-22 00:01:14 main:574] : INFO : Epoch 782 | loss: 0.0311872 | val_loss: 0.0311906 | Time: 2400.12 ms [2021-01-22 00:01:17 main:574] : INFO : Epoch 783 | loss: 0.0311873 | val_loss: 0.0311924 | Time: 2309.9 ms [2021-01-22 00:01:19 main:574] : INFO : Epoch 784 | loss: 0.031187 | val_loss: 0.0311913 | Time: 2262.97 ms [2021-01-22 00:01:22 main:574] : INFO : Epoch 785 | loss: 0.0311868 | val_loss: 0.0311903 | Time: 2320.66 ms [2021-01-22 00:01:24 main:574] : INFO : Epoch 786 | loss: 0.0311873 | val_loss: 0.0311906 | Time: 2382.41 ms [2021-01-22 00:01:26 main:574] : INFO : Epoch 787 | loss: 0.0311909 | val_loss: 0.0311906 | Time: 2331.51 ms [2021-01-22 00:01:29 main:574] : INFO : Epoch 788 | loss: 0.0311871 | val_loss: 0.0311915 | Time: 2166.47 ms [2021-01-22 00:01:31 main:574] : INFO : Epoch 789 | loss: 0.0311878 | val_loss: 0.0311961 | Time: 2261.84 ms [2021-01-22 00:01:33 main:574] : INFO : Epoch 790 | loss: 0.0311891 | val_loss: 0.031191 | Time: 2294.15 ms [2021-01-22 00:01:36 main:574] : INFO : Epoch 791 | loss: 0.0311878 | val_loss: 0.0311904 | Time: 2276.55 ms [2021-01-22 00:01:38 main:574] : INFO : Epoch 792 | loss: 0.0311874 | val_loss: 0.0311906 | Time: 2376.37 ms [2021-01-22 00:01:40 main:574] : INFO : Epoch 793 | loss: 0.0311879 | val_loss: 0.0311914 | Time: 2340.46 ms [2021-01-22 00:01:43 main:574] : INFO : Epoch 794 | loss: 0.0311879 | val_loss: 0.0311922 | Time: 2366.85 ms [2021-01-22 00:01:45 main:574] : INFO : Epoch 795 | loss: 0.0311872 | val_loss: 0.0311919 | Time: 2357.64 ms [2021-01-22 00:01:47 main:574] : INFO : Epoch 796 | loss: 0.0311864 | val_loss: 0.0311909 | Time: 2249.61 ms [2021-01-22 00:01:50 main:574] : INFO : Epoch 797 | loss: 0.0311865 | val_loss: 0.0311916 | Time: 2407.16 ms [2021-01-22 00:01:52 main:574] : INFO : Epoch 798 | loss: 0.0311878 | val_loss: 0.0311926 | Time: 2217.35 ms [2021-01-22 00:01:55 main:574] : INFO : Epoch 799 | loss: 0.0311877 | val_loss: 0.0311941 | Time: 2281.22 ms [2021-01-22 00:01:57 main:574] : INFO : Epoch 800 | loss: 0.0311868 | val_loss: 0.031191 | Time: 2203.13 ms [2021-01-22 00:01:59 main:574] : INFO : Epoch 801 | loss: 0.0311867 | val_loss: 0.0311924 | Time: 2316.36 ms [2021-01-22 00:02:02 main:574] : INFO : Epoch 802 | loss: 0.0311866 | val_loss: 0.031191 | Time: 2474.9 ms [2021-01-22 00:02:04 main:574] : INFO : Epoch 803 | loss: 0.0311862 | val_loss: 0.0311927 | Time: 2421.11 ms [2021-01-22 00:02:07 main:574] : INFO : Epoch 804 | loss: 0.0311864 | val_loss: 0.0311907 | Time: 2359.3 ms [2021-01-22 00:02:09 main:574] : INFO : Epoch 805 | loss: 0.031187 | val_loss: 0.0311933 | Time: 2284.46 ms [2021-01-22 00:02:11 main:574] : INFO : Epoch 806 | loss: 0.0311877 | val_loss: 0.0311924 | Time: 2358.12 ms [2021-01-22 00:02:14 main:574] : INFO : Epoch 807 | loss: 0.0311888 | val_loss: 0.0311932 | Time: 2264.38 ms [2021-01-22 00:02:16 main:574] : INFO : Epoch 808 | loss: 0.0311899 | val_loss: 0.0311924 | Time: 2268.54 ms [2021-01-22 00:02:18 main:574] : INFO : Epoch 809 | loss: 0.031188 | val_loss: 0.0311934 | Time: 2169.79 ms [2021-01-22 00:02:21 main:574] : INFO : Epoch 810 | loss: 0.0311877 | val_loss: 0.031193 | Time: 2328.59 ms [2021-01-22 00:02:23 main:574] : INFO : Epoch 811 | loss: 0.0311873 | val_loss: 0.0311948 | Time: 2299.27 ms [2021-01-22 00:02:25 main:574] : INFO : Epoch 812 | loss: 0.0311872 | val_loss: 0.0311907 | Time: 2279.05 ms [2021-01-22 00:02:28 main:574] : INFO : Epoch 813 | loss: 0.0311866 | val_loss: 0.0311904 | Time: 2351.48 ms [2021-01-22 00:02:30 main:574] : INFO : Epoch 814 | loss: 0.0311863 | val_loss: 0.0311919 | Time: 2373.76 ms [2021-01-22 00:02:33 main:574] : INFO : Epoch 815 | loss: 0.0311864 | val_loss: 0.0311907 | Time: 2388.94 ms [2021-01-22 00:02:35 main:574] : INFO : Epoch 816 | loss: 0.0311865 | val_loss: 0.0311906 | Time: 2345.99 ms [2021-01-22 00:02:38 main:574] : INFO : Epoch 817 | loss: 0.0311869 | val_loss: 0.031191 | Time: 2410.99 ms [2021-01-22 00:02:40 main:574] : INFO : Epoch 818 | loss: 0.0311875 | val_loss: 0.0311924 | Time: 2141.51 ms [2021-01-22 00:02:42 main:574] : INFO : Epoch 819 | loss: 0.0311869 | val_loss: 0.0311906 | Time: 2290.93 ms [2021-01-22 00:02:44 main:574] : INFO : Epoch 820 | loss: 0.0311873 | val_loss: 0.0311917 | Time: 2357.91 ms [2021-01-22 00:02:47 main:574] : INFO : Epoch 821 | loss: 0.0311871 | val_loss: 0.0311916 | Time: 2335.72 ms [2021-01-22 00:02:49 main:574] : INFO : Epoch 822 | loss: 0.0311869 | val_loss: 0.031191 | Time: 2420.67 ms [2021-01-22 00:02:52 main:574] : INFO : Epoch 823 | loss: 0.0311889 | val_loss: 0.0311904 | Time: 2279.67 ms [2021-01-22 00:02:54 main:574] : INFO : Epoch 824 | loss: 0.0311877 | val_loss: 0.0311916 | Time: 2249.59 ms [2021-01-22 00:02:56 main:574] : INFO : Epoch 825 | loss: 0.0311875 | val_loss: 0.0311912 | Time: 2291.88 ms [2021-01-22 00:02:59 main:574] : INFO : Epoch 826 | loss: 0.031188 | val_loss: 0.0311902 | Time: 2329.49 ms [2021-01-22 00:03:01 main:574] : INFO : Epoch 827 | loss: 0.0311866 | val_loss: 0.0311909 | Time: 2230.49 ms [2021-01-22 00:03:03 main:574] : INFO : Epoch 828 | loss: 0.0311877 | val_loss: 0.031198 | Time: 2272.16 ms [2021-01-22 00:03:06 main:574] : INFO : Epoch 829 | loss: 0.0311905 | val_loss: 0.0311916 | Time: 2276.06 ms [2021-01-22 00:03:08 main:574] : INFO : Epoch 830 | loss: 0.031187 | val_loss: 0.0311908 | Time: 2305.03 ms [2021-01-22 00:03:10 main:574] : INFO : Epoch 831 | loss: 0.0311867 | val_loss: 0.0311922 | Time: 2248.88 ms [2021-01-22 00:03:13 main:574] : INFO : Epoch 832 | loss: 0.0311875 | val_loss: 0.0311912 | Time: 2344.72 ms [2021-01-22 00:03:15 main:574] : INFO : Epoch 833 | loss: 0.0311867 | val_loss: 0.0311907 | Time: 2369.15 ms [2021-01-22 00:03:18 main:574] : INFO : Epoch 834 | loss: 0.0311862 | val_loss: 0.0311913 | Time: 2356.3 ms [2021-01-22 00:03:20 main:574] : INFO : Epoch 835 | loss: 0.0311878 | val_loss: 0.0311932 | Time: 2320.26 ms [2021-01-22 00:03:22 main:574] : INFO : Epoch 836 | loss: 0.0311884 | val_loss: 0.0311927 | Time: 2385.01 ms [2021-01-22 00:03:25 main:574] : INFO : Epoch 837 | loss: 0.0311873 | val_loss: 0.0311911 | Time: 2193.56 ms [2021-01-22 00:03:27 main:574] : INFO : Epoch 838 | loss: 0.0311866 | val_loss: 0.0311922 | Time: 2272.47 ms [2021-01-22 00:03:29 main:574] : INFO : Epoch 839 | loss: 0.0311875 | val_loss: 0.0311925 | Time: 2232.72 ms [2021-01-22 00:03:32 main:574] : INFO : Epoch 840 | loss: 0.0311875 | val_loss: 0.0311932 | Time: 2314.74 ms [2021-01-22 00:03:34 main:574] : INFO : Epoch 841 | loss: 0.0311878 | val_loss: 0.0311917 | Time: 2293.61 ms [2021-01-22 00:03:36 main:574] : INFO : Epoch 842 | loss: 0.0311872 | val_loss: 0.0311938 | Time: 2385.68 ms [2021-01-22 00:03:39 main:574] : INFO : Epoch 843 | loss: 0.0311887 | val_loss: 0.031191 | Time: 2353.78 ms [2021-01-22 00:03:41 main:574] : INFO : Epoch 844 | loss: 0.0311865 | val_loss: 0.0311906 | Time: 2289.3 ms [2021-01-22 00:03:44 main:574] : INFO : Epoch 845 | loss: 0.0311871 | val_loss: 0.0311909 | Time: 2354.86 ms [2021-01-22 00:03:46 main:574] : INFO : Epoch 846 | loss: 0.0311889 | val_loss: 0.0311919 | Time: 2262.38 ms [2021-01-22 00:03:48 main:574] : INFO : Epoch 847 | loss: 0.0311868 | val_loss: 0.0311911 | Time: 2354.47 ms [2021-01-22 00:03:51 main:574] : INFO : Epoch 848 | loss: 0.0311874 | val_loss: 0.0311915 | Time: 2270.41 ms [2021-01-22 00:03:53 main:574] : INFO : Epoch 849 | loss: 0.0311869 | val_loss: 0.0311916 | Time: 2290.89 ms [2021-01-22 00:03:55 main:574] : INFO : Epoch 850 | loss: 0.0311866 | val_loss: 0.0311908 | Time: 2270.57 ms [2021-01-22 00:03:58 main:574] : INFO : Epoch 851 | loss: 0.0311863 | val_loss: 0.0311913 | Time: 2259.02 ms [2021-01-22 00:04:00 main:574] : INFO : Epoch 852 | loss: 0.0311869 | val_loss: 0.0311912 | Time: 2410.89 ms [2021-01-22 00:04:02 main:574] : INFO : Epoch 853 | loss: 0.0311886 | val_loss: 0.0311909 | Time: 2213.16 ms [2021-01-22 00:04:05 main:574] : INFO : Epoch 854 | loss: 0.0311868 | val_loss: 0.0311917 | Time: 2310.3 ms [2021-01-22 00:04:07 main:574] : INFO : Epoch 855 | loss: 0.0311866 | val_loss: 0.0311905 | Time: 2350.25 ms [2021-01-22 00:04:10 main:574] : INFO : Epoch 856 | loss: 0.0311869 | val_loss: 0.0311909 | Time: 2356.11 ms [2021-01-22 00:04:12 main:574] : INFO : Epoch 857 | loss: 0.0311867 | val_loss: 0.0311907 | Time: 2306.1 ms [2021-01-22 00:04:14 main:574] : INFO : Epoch 858 | loss: 0.0311864 | val_loss: 0.0311918 | Time: 2389.16 ms [2021-01-22 00:04:17 main:574] : INFO : Epoch 859 | loss: 0.031187 | val_loss: 0.0311904 | Time: 2342.66 ms [2021-01-22 00:04:19 main:574] : INFO : Epoch 860 | loss: 0.0311865 | val_loss: 0.0311925 | Time: 2321.54 ms [2021-01-22 00:04:22 main:574] : INFO : Epoch 861 | loss: 0.0311877 | val_loss: 0.031193 | Time: 2310.43 ms [2021-01-22 00:04:24 main:574] : INFO : Epoch 862 | loss: 0.0311876 | val_loss: 0.031191 | Time: 2347.29 ms [2021-01-22 00:04:26 main:574] : INFO : Epoch 863 | loss: 0.031187 | val_loss: 0.0311905 | Time: 2241.34 ms [2021-01-22 00:04:29 main:574] : INFO : Epoch 864 | loss: 0.0311872 | val_loss: 0.0311918 | Time: 2285.64 ms [2021-01-22 00:04:31 main:574] : INFO : Epoch 865 | loss: 0.0311892 | val_loss: 0.031193 | Time: 2306.81 ms [2021-01-22 00:04:33 main:574] : INFO : Epoch 866 | loss: 0.0311878 | val_loss: 0.0311907 | Time: 2305.46 ms [2021-01-22 00:04:36 main:574] : INFO : Epoch 867 | loss: 0.0311879 | val_loss: 0.0311915 | Time: 2262.84 ms [2021-01-22 00:04:38 main:574] : INFO : Epoch 868 | loss: 0.0311885 | val_loss: 0.0311939 | Time: 2358.45 ms [2021-01-22 00:04:41 main:574] : INFO : Epoch 869 | loss: 0.0311869 | val_loss: 0.0311904 | Time: 2382.09 ms [2021-01-22 00:04:43 main:574] : INFO : Epoch 870 | loss: 0.0311867 | val_loss: 0.0311909 | Time: 2369.61 ms [2021-01-22 00:04:45 main:574] : INFO : Epoch 871 | loss: 0.0311866 | val_loss: 0.0311912 | Time: 2373.39 ms [2021-01-22 00:04:48 main:574] : INFO : Epoch 872 | loss: 0.0311864 | val_loss: 0.0311904 | Time: 2375.74 ms [2021-01-22 00:04:50 main:574] : INFO : Epoch 873 | loss: 0.0311866 | val_loss: 0.031192 | Time: 2245.89 ms [2021-01-22 00:04:53 main:574] : INFO : Epoch 874 | loss: 0.0311876 | val_loss: 0.0311941 | Time: 2313.29 ms [2021-01-22 00:04:55 main:574] : INFO : Epoch 875 | loss: 0.0311888 | val_loss: 0.0311939 | Time: 2278.98 ms [2021-01-22 00:04:57 main:574] : INFO : Epoch 876 | loss: 0.0311869 | val_loss: 0.0311914 | Time: 2358.91 ms [2021-01-22 00:05:00 main:574] : INFO : Epoch 877 | loss: 0.0311877 | val_loss: 0.0311916 | Time: 2174.65 ms [2021-01-22 00:05:02 main:574] : INFO : Epoch 878 | loss: 0.031187 | val_loss: 0.031191 | Time: 2347.19 ms [2021-01-22 00:05:04 main:574] : INFO : Epoch 879 | loss: 0.0311867 | val_loss: 0.0311918 | Time: 2286.68 ms [2021-01-22 00:05:07 main:574] : INFO : Epoch 880 | loss: 0.0311875 | val_loss: 0.0311913 | Time: 2275.82 ms [2021-01-22 00:05:09 main:574] : INFO : Epoch 881 | loss: 0.0311888 | val_loss: 0.0311971 | Time: 2333.51 ms [2021-01-22 00:05:12 main:574] : INFO : Epoch 882 | loss: 0.031189 | val_loss: 0.031191 | Time: 2411.3 ms [2021-01-22 00:05:14 main:574] : INFO : Epoch 883 | loss: 0.0311871 | val_loss: 0.0311921 | Time: 2271.77 ms [2021-01-22 00:05:16 main:574] : INFO : Epoch 884 | loss: 0.0311875 | val_loss: 0.0311914 | Time: 2244.21 ms [2021-01-22 00:05:18 main:574] : INFO : Epoch 885 | loss: 0.0311865 | val_loss: 0.0311926 | Time: 2185.87 ms [2021-01-22 00:05:21 main:574] : INFO : Epoch 886 | loss: 0.0311875 | val_loss: 0.0311907 | Time: 2228.19 ms [2021-01-22 00:05:23 main:574] : INFO : Epoch 887 | loss: 0.0311865 | val_loss: 0.0311939 | Time: 2364.05 ms [2021-01-22 00:05:25 main:574] : INFO : Epoch 888 | loss: 0.0311873 | val_loss: 0.0311917 | Time: 2200.42 ms [2021-01-22 00:05:28 main:574] : INFO : Epoch 889 | loss: 0.0311871 | val_loss: 0.0311911 | Time: 2268.17 ms [2021-01-22 00:05:30 main:574] : INFO : Epoch 890 | loss: 0.0311877 | val_loss: 0.0311916 | Time: 2384.21 ms [2021-01-22 00:05:33 main:574] : INFO : Epoch 891 | loss: 0.0311871 | val_loss: 0.0311905 | Time: 2467.93 ms [2021-01-22 00:05:35 main:574] : INFO : Epoch 892 | loss: 0.0311883 | val_loss: 0.0311925 | Time: 2316.39 ms [2021-01-22 00:05:37 main:574] : INFO : Epoch 893 | loss: 0.0311901 | val_loss: 0.0311964 | Time: 2341.41 ms [2021-01-22 00:05:40 main:574] : INFO : Epoch 894 | loss: 0.0311912 | val_loss: 0.0311926 | Time: 2338.59 ms [2021-01-22 00:05:42 main:574] : INFO : Epoch 895 | loss: 0.0311895 | val_loss: 0.0311942 | Time: 2410.43 ms [2021-01-22 00:05:44 main:574] : INFO : Epoch 896 | loss: 0.0311892 | val_loss: 0.0311913 | Time: 2261.25 ms [2021-01-22 00:05:47 main:574] : INFO : Epoch 897 | loss: 0.0311867 | val_loss: 0.0311908 | Time: 2436.55 ms [2021-01-22 00:05:49 main:574] : INFO : Epoch 898 | loss: 0.0311883 | val_loss: 0.0311929 | Time: 2246.68 ms [2021-01-22 00:05:52 main:574] : INFO : Epoch 899 | loss: 0.0311873 | val_loss: 0.0311907 | Time: 2282.25 ms [2021-01-22 00:05:54 main:574] : INFO : Epoch 900 | loss: 0.0311875 | val_loss: 0.0311905 | Time: 2226.99 ms [2021-01-22 00:05:56 main:574] : INFO : Epoch 901 | loss: 0.0311892 | val_loss: 0.0311906 | Time: 2308.67 ms [2021-01-22 00:05:59 main:574] : INFO : Epoch 902 | loss: 0.031187 | val_loss: 0.0311904 | Time: 2294.33 ms [2021-01-22 00:06:01 main:574] : INFO : Epoch 903 | loss: 0.0311865 | val_loss: 0.0311906 | Time: 2299.6 ms [2021-01-22 00:06:03 main:574] : INFO : Epoch 904 | loss: 0.0311863 | val_loss: 0.0311908 | Time: 2419.89 ms [2021-01-22 00:06:06 main:574] : INFO : Epoch 905 | loss: 0.0311879 | val_loss: 0.0311918 | Time: 2226.12 ms [2021-01-22 00:06:08 main:574] : INFO : Epoch 906 | loss: 0.0311864 | val_loss: 0.0311919 | Time: 2283.05 ms [2021-01-22 00:06:10 main:574] : INFO : Epoch 907 | loss: 0.0311865 | val_loss: 0.0311919 | Time: 2290.62 ms [2021-01-22 00:06:13 main:574] : INFO : Epoch 908 | loss: 0.0311878 | val_loss: 0.0311906 | Time: 2308.18 ms [2021-01-22 00:06:15 main:574] : INFO : Epoch 909 | loss: 0.031187 | val_loss: 0.0311938 | Time: 2313.96 ms [2021-01-22 00:06:17 main:574] : INFO : Epoch 910 | loss: 0.0311876 | val_loss: 0.0311915 | Time: 2215.18 ms [2021-01-22 00:06:20 main:574] : INFO : Epoch 911 | loss: 0.0311872 | val_loss: 0.031191 | Time: 2336.04 ms [2021-01-22 00:06:22 main:574] : INFO : Epoch 912 | loss: 0.0311875 | val_loss: 0.0311909 | Time: 2274.39 ms [2021-01-22 00:06:24 main:574] : INFO : Epoch 913 | loss: 0.0311872 | val_loss: 0.0311917 | Time: 2234.76 ms [2021-01-22 00:06:27 main:574] : INFO : Epoch 914 | loss: 0.0311874 | val_loss: 0.0311924 | Time: 2343.52 ms [2021-01-22 00:06:29 main:574] : INFO : Epoch 915 | loss: 0.0311877 | val_loss: 0.0311919 | Time: 2301.7 ms [2021-01-22 00:06:32 main:574] : INFO : Epoch 916 | loss: 0.0311872 | val_loss: 0.0311912 | Time: 2326.58 ms [2021-01-22 00:06:34 main:574] : INFO : Epoch 917 | loss: 0.0311869 | val_loss: 0.0311903 | Time: 2301.49 ms [2021-01-22 00:06:37 main:574] : INFO : Epoch 918 | loss: 0.0311883 | val_loss: 0.0311917 | Time: 2480.98 ms [2021-01-22 00:06:39 main:574] : INFO : Epoch 919 | loss: 0.0311885 | val_loss: 0.0311927 | Time: 2184.97 ms [2021-01-22 00:06:41 main:574] : INFO : Epoch 920 | loss: 0.0311876 | val_loss: 0.0311904 | Time: 2397.17 ms [2021-01-22 00:06:44 main:574] : INFO : Epoch 921 | loss: 0.0311882 | val_loss: 0.0311991 | Time: 2353.93 ms [2021-01-22 00:06:46 main:574] : INFO : Epoch 922 | loss: 0.0311885 | val_loss: 0.0311908 | Time: 2298.61 ms [2021-01-22 00:06:48 main:574] : INFO : Epoch 923 | loss: 0.0311863 | val_loss: 0.0311913 | Time: 2299.98 ms [2021-01-22 00:06:51 main:574] : INFO : Epoch 924 | loss: 0.031187 | val_loss: 0.0311906 | Time: 2338.98 ms [2021-01-22 00:06:53 main:574] : INFO : Epoch 925 | loss: 0.0311871 | val_loss: 0.0311945 | Time: 2306.6 ms [2021-01-22 00:06:55 main:574] : INFO : Epoch 926 | loss: 0.0311895 | val_loss: 0.0311957 | Time: 2213.4 ms [2021-01-22 00:06:58 main:574] : INFO : Epoch 927 | loss: 0.0311887 | val_loss: 0.031195 | Time: 2307.93 ms [2021-01-22 00:07:00 main:574] : INFO : Epoch 928 | loss: 0.0311877 | val_loss: 0.0311909 | Time: 2392.89 ms [2021-01-22 00:07:02 main:574] : INFO : Epoch 929 | loss: 0.0311866 | val_loss: 0.0311911 | Time: 2227.97 ms [2021-01-22 00:07:05 main:574] : INFO : Epoch 930 | loss: 0.0311867 | val_loss: 0.0311905 | Time: 2297.58 ms [2021-01-22 00:07:07 main:574] : INFO : Epoch 931 | loss: 0.0311866 | val_loss: 0.0311916 | Time: 2393.87 ms [2021-01-22 00:07:10 main:574] : INFO : Epoch 932 | loss: 0.0311869 | val_loss: 0.0311913 | Time: 2314.13 ms [2021-01-22 00:07:12 main:574] : INFO : Epoch 933 | loss: 0.0311875 | val_loss: 0.031192 | Time: 2338.73 ms [2021-01-22 00:07:15 main:574] : INFO : Epoch 934 | loss: 0.0311874 | val_loss: 0.0311917 | Time: 2399.89 ms [2021-01-22 00:07:17 main:574] : INFO : Epoch 935 | loss: 0.0311877 | val_loss: 0.031191 | Time: 2456.63 ms [2021-01-22 00:07:20 main:574] : INFO : Epoch 936 | loss: 0.0311873 | val_loss: 0.0311934 | Time: 2453.02 ms [2021-01-22 00:07:22 main:574] : INFO : Epoch 937 | loss: 0.0311878 | val_loss: 0.0311949 | Time: 2427.82 ms [2021-01-22 00:07:24 main:574] : INFO : Epoch 938 | loss: 0.03119 | val_loss: 0.0311954 | Time: 2277.8 ms [2021-01-22 00:07:27 main:574] : INFO : Epoch 939 | loss: 0.0311876 | val_loss: 0.0311925 | Time: 2310.74 ms [2021-01-22 00:07:29 main:574] : INFO : Epoch 940 | loss: 0.0311873 | val_loss: 0.031191 | Time: 2379.46 ms [2021-01-22 00:07:32 main:574] : INFO : Epoch 941 | loss: 0.0311873 | val_loss: 0.031192 | Time: 2314.69 ms [2021-01-22 00:07:34 main:574] : INFO : Epoch 942 | loss: 0.0311869 | val_loss: 0.0311909 | Time: 2351.57 ms [2021-01-22 00:07:36 main:574] : INFO : Epoch 943 | loss: 0.0311865 | val_loss: 0.0311924 | Time: 2300.35 ms [2021-01-22 00:07:39 main:574] : INFO : Epoch 944 | loss: 0.0311871 | val_loss: 0.031191 | Time: 2492.72 ms [2021-01-22 00:07:41 main:574] : INFO : Epoch 945 | loss: 0.0311883 | val_loss: 0.0311919 | Time: 2296.42 ms [2021-01-22 00:07:44 main:574] : INFO : Epoch 946 | loss: 0.0311918 | val_loss: 0.0312041 | Time: 2311.81 ms [2021-01-22 00:07:46 main:574] : INFO : Epoch 947 | loss: 0.0311939 | val_loss: 0.0311992 | Time: 2305.38 ms [2021-01-22 00:07:48 main:574] : INFO : Epoch 948 | loss: 0.0311909 | val_loss: 0.0311923 | Time: 2296.08 ms [2021-01-22 00:07:51 main:574] : INFO : Epoch 949 | loss: 0.0311894 | val_loss: 0.0311935 | Time: 2289.91 ms [2021-01-22 00:07:53 main:574] : INFO : Epoch 950 | loss: 0.0311879 | val_loss: 0.0311952 | Time: 2318.67 ms [2021-01-22 00:07:55 main:574] : INFO : Epoch 951 | loss: 0.0311876 | val_loss: 0.0311921 | Time: 2322.57 ms [2021-01-22 00:07:58 main:574] : INFO : Epoch 952 | loss: 0.0311873 | val_loss: 0.0311938 | Time: 2358.2 ms [2021-01-22 00:08:00 main:574] : INFO : Epoch 953 | loss: 0.0311872 | val_loss: 0.0311934 | Time: 2293.01 ms [2021-01-22 00:08:02 main:574] : INFO : Epoch 954 | loss: 0.0311872 | val_loss: 0.0311904 | Time: 2291.57 ms [2021-01-22 00:08:05 main:574] : INFO : Epoch 955 | loss: 0.031187 | val_loss: 0.0311925 | Time: 2435.76 ms [2021-01-22 00:08:07 main:574] : INFO : Epoch 956 | loss: 0.0311871 | val_loss: 0.0311924 | Time: 2270.47 ms [2021-01-22 00:08:10 main:574] : INFO : Epoch 957 | loss: 0.0311869 | val_loss: 0.0311928 | Time: 2250.48 ms [2021-01-22 00:08:12 main:574] : INFO : Epoch 958 | loss: 0.0311868 | val_loss: 0.0311908 | Time: 2230.04 ms [2021-01-22 00:08:14 main:574] : INFO : Epoch 959 | loss: 0.0311868 | val_loss: 0.0311934 | Time: 2276.43 ms [2021-01-22 00:08:17 main:574] : INFO : Epoch 960 | loss: 0.0311884 | val_loss: 0.0311916 | Time: 2344.41 ms [2021-01-22 00:08:19 main:574] : INFO : Epoch 961 | loss: 0.0311881 | val_loss: 0.0311924 | Time: 2152.24 ms [2021-01-22 00:08:21 main:574] : INFO : Epoch 962 | loss: 0.0311881 | val_loss: 0.0311979 | Time: 2319.47 ms [2021-01-22 00:08:24 main:574] : INFO : Epoch 963 | loss: 0.0311887 | val_loss: 0.031193 | Time: 2225.3 ms [2021-01-22 00:08:26 main:574] : INFO : Epoch 964 | loss: 0.0311871 | val_loss: 0.0311904 | Time: 2151.95 ms [2021-01-22 00:08:28 main:574] : INFO : Epoch 965 | loss: 0.0311874 | val_loss: 0.0311911 | Time: 2234.09 ms [2021-01-22 00:08:31 main:574] : INFO : Epoch 966 | loss: 0.0311874 | val_loss: 0.0311904 | Time: 2355.69 ms [2021-01-22 00:08:33 main:574] : INFO : Epoch 967 | loss: 0.0311873 | val_loss: 0.0311904 | Time: 2263.3 ms [2021-01-22 00:08:35 main:574] : INFO : Epoch 968 | loss: 0.0311875 | val_loss: 0.0311973 | Time: 2377.88 ms [2021-01-22 00:08:38 main:574] : INFO : Epoch 969 | loss: 0.0311876 | val_loss: 0.0311912 | Time: 2337.83 ms [2021-01-22 00:08:40 main:574] : INFO : Epoch 970 | loss: 0.0311873 | val_loss: 0.0311906 | Time: 2297.42 ms [2021-01-22 00:08:42 main:574] : INFO : Epoch 971 | loss: 0.0311866 | val_loss: 0.031191 | Time: 2274.68 ms [2021-01-22 00:08:45 main:574] : INFO : Epoch 972 | loss: 0.0311863 | val_loss: 0.0311905 | Time: 2226.28 ms [2021-01-22 00:08:47 main:574] : INFO : Epoch 973 | loss: 0.0311866 | val_loss: 0.0311914 | Time: 2385.09 ms [2021-01-22 00:08:49 main:574] : INFO : Epoch 974 | loss: 0.0311881 | val_loss: 0.0311928 | Time: 2352.03 ms [2021-01-22 00:08:52 main:574] : INFO : Epoch 975 | loss: 0.0311875 | val_loss: 0.0311906 | Time: 2244.83 ms [2021-01-22 00:08:54 main:574] : INFO : Epoch 976 | loss: 0.031186 | val_loss: 0.0311904 | Time: 2218.59 ms [2021-01-22 00:08:56 main:574] : INFO : Epoch 977 | loss: 0.0311871 | val_loss: 0.0311909 | Time: 2242.13 ms [2021-01-22 00:08:59 main:574] : INFO : Epoch 978 | loss: 0.0311878 | val_loss: 0.0311908 | Time: 2359.02 ms [2021-01-22 00:09:01 main:574] : INFO : Epoch 979 | loss: 0.0311874 | val_loss: 0.0311913 | Time: 2411.84 ms [2021-01-22 00:09:03 main:574] : INFO : Epoch 980 | loss: 0.0311871 | val_loss: 0.0311905 | Time: 2218.54 ms [2021-01-22 00:09:06 main:574] : INFO : Epoch 981 | loss: 0.0311883 | val_loss: 0.0311926 | Time: 2219.24 ms [2021-01-22 00:09:08 main:574] : INFO : Epoch 982 | loss: 0.0311888 | val_loss: 0.0311923 | Time: 2320.31 ms [2021-01-22 00:09:10 main:574] : INFO : Epoch 983 | loss: 0.03119 | val_loss: 0.0311958 | Time: 2352.1 ms [2021-01-22 00:09:13 main:574] : INFO : Epoch 984 | loss: 0.0311941 | val_loss: 0.0311954 | Time: 2307.16 ms [2021-01-22 00:09:15 main:574] : INFO : Epoch 985 | loss: 0.032444 | val_loss: 0.0316311 | Time: 2464.29 ms [2021-01-22 00:09:18 main:574] : INFO : Epoch 986 | loss: 0.0323173 | val_loss: 0.0314333 | Time: 2175.45 ms [2021-01-22 00:09:20 main:574] : INFO : Epoch 987 | loss: 0.0313084 | val_loss: 0.0312163 | Time: 2325.86 ms [2021-01-22 00:09:22 main:574] : INFO : Epoch 988 | loss: 0.0312014 | val_loss: 0.0311974 | Time: 2255.4 ms [2021-01-22 00:09:25 main:574] : INFO : Epoch 989 | loss: 0.0311891 | val_loss: 0.0311931 | Time: 2328.53 ms [2021-01-22 00:09:27 main:574] : INFO : Epoch 990 | loss: 0.0311878 | val_loss: 0.0311934 | Time: 2434.3 ms [2021-01-22 00:09:30 main:574] : INFO : Epoch 991 | loss: 0.0311871 | val_loss: 0.0311959 | Time: 2311.46 ms [2021-01-22 00:09:32 main:574] : INFO : Epoch 992 | loss: 0.0311888 | val_loss: 0.0311925 | Time: 2312.31 ms [2021-01-22 00:09:34 main:574] : INFO : Epoch 993 | loss: 0.0311881 | val_loss: 0.0311936 | Time: 2274.88 ms [2021-01-22 00:09:37 main:574] : INFO : Epoch 994 | loss: 0.0311892 | val_loss: 0.031193 | Time: 2297.85 ms [2021-01-22 00:09:39 main:574] : INFO : Epoch 995 | loss: 0.0311875 | val_loss: 0.0311912 | Time: 2278.4 ms [2021-01-22 00:09:41 main:574] : INFO : Epoch 996 | loss: 0.0311868 | val_loss: 0.0311918 | Time: 2429.9 ms [2021-01-22 00:09:44 main:574] : INFO : Epoch 997 | loss: 0.0311892 | val_loss: 0.0311917 | Time: 2351.96 ms [2021-01-22 00:09:46 main:574] : INFO : Epoch 998 | loss: 0.0311878 | val_loss: 0.0311916 | Time: 2392.2 ms [2021-01-22 00:09:49 main:574] : INFO : Epoch 999 | loss: 0.0311873 | val_loss: 0.0311942 | Time: 2352.65 ms [2021-01-22 00:09:51 main:574] : INFO : Epoch 1000 | loss: 0.0311875 | val_loss: 0.0311913 | Time: 2314.61 ms [2021-01-22 00:09:54 main:574] : INFO : Epoch 1001 | loss: 0.0311866 | val_loss: 0.0311923 | Time: 2355.73 ms [2021-01-22 00:09:56 main:574] : INFO : Epoch 1002 | loss: 0.0311866 | val_loss: 0.0311942 | Time: 2272.78 ms [2021-01-22 00:09:58 main:574] : INFO : Epoch 1003 | loss: 0.0311887 | val_loss: 0.0311937 | Time: 2292.91 ms [2021-01-22 00:10:01 main:574] : INFO : Epoch 1004 | loss: 0.0311873 | val_loss: 0.0311913 | Time: 2300.16 ms [2021-01-22 00:10:03 main:574] : INFO : Epoch 1005 | loss: 0.0311869 | val_loss: 0.0311909 | Time: 2378.75 ms [2021-01-22 00:10:05 main:574] : INFO : Epoch 1006 | loss: 0.0311882 | val_loss: 0.0311928 | Time: 2342.84 ms [2021-01-22 00:10:08 main:574] : INFO : Epoch 1007 | loss: 0.0311874 | val_loss: 0.0311908 | Time: 2311.33 ms [2021-01-22 00:10:10 main:574] : INFO : Epoch 1008 | loss: 0.0311868 | val_loss: 0.0311906 | Time: 2371.65 ms [2021-01-22 00:10:13 main:574] : INFO : Epoch 1009 | loss: 0.0311864 | val_loss: 0.0311912 | Time: 2353.52 ms [2021-01-22 00:10:15 main:574] : INFO : Epoch 1010 | loss: 0.0311867 | val_loss: 0.0311909 | Time: 2293.88 ms [2021-01-22 00:10:17 main:574] : INFO : Epoch 1011 | loss: 0.0311867 | val_loss: 0.0311912 | Time: 2328.19 ms [2021-01-22 00:10:20 main:574] : INFO : Epoch 1012 | loss: 0.0311867 | val_loss: 0.0311905 | Time: 2253.18 ms [2021-01-22 00:10:22 main:574] : INFO : Epoch 1013 | loss: 0.0311866 | val_loss: 0.0311909 | Time: 2326.34 ms [2021-01-22 00:10:24 main:574] : INFO : Epoch 1014 | loss: 0.0311874 | val_loss: 0.0311906 | Time: 2244.14 ms [2021-01-22 00:10:27 main:574] : INFO : Epoch 1015 | loss: 0.0311864 | val_loss: 0.0311912 | Time: 2333.67 ms [2021-01-22 00:10:29 main:574] : INFO : Epoch 1016 | loss: 0.0311876 | val_loss: 0.031192 | Time: 2389.54 ms [2021-01-22 00:10:32 main:574] : INFO : Epoch 1017 | loss: 0.0311871 | val_loss: 0.0311905 | Time: 2293.96 ms [2021-01-22 00:10:34 main:574] : INFO : Epoch 1018 | loss: 0.0311862 | val_loss: 0.0311906 | Time: 2356.27 ms [2021-01-22 00:10:36 main:574] : INFO : Epoch 1019 | loss: 0.0311863 | val_loss: 0.0311908 | Time: 2352.32 ms [2021-01-22 00:10:39 main:574] : INFO : Epoch 1020 | loss: 0.0311874 | val_loss: 0.0311928 | Time: 2286.34 ms [2021-01-22 00:10:41 main:574] : INFO : Epoch 1021 | loss: 0.0311886 | val_loss: 0.0311913 | Time: 2367.3 ms [2021-01-22 00:10:44 main:574] : INFO : Epoch 1022 | loss: 0.031187 | val_loss: 0.0311907 | Time: 2277.88 ms [2021-01-22 00:10:46 main:574] : INFO : Epoch 1023 | loss: 0.0311863 | val_loss: 0.0311913 | Time: 2305.73 ms [2021-01-22 00:10:48 main:574] : INFO : Epoch 1024 | loss: 0.0311866 | val_loss: 0.0311908 | Time: 2272.76 ms [2021-01-22 00:10:48 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311908 [2021-01-22 00:10:48 main:603] : INFO : Saving end state to config to file [2021-01-22 00:10:48 main:608] : INFO : Success, exiting.. 00:10:48 (16708): called boinc_finish(0) </stderr_txt> 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©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)