Task 2998708
| Name | ParityModified-1605151039-29133-0_1 |
| Workunit | 1306231 |
| Created | 19 Nov 2020, 8:04:30 UTC |
| Sent | 19 Nov 2020, 8:42:37 UTC |
| Report deadline | 27 Nov 2020, 8:42:37 UTC |
| Received | 19 Nov 2020, 15:25:12 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1183 |
| Run time | 41 min 5 sec |
| CPU time | 38 min 23 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 6,064.05 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.53 GB |
| Peak disk usage | 1.53 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> : INFO : Epoch 514 | loss: 0.0309506 | val_loss: 0.031178 | Time: 2305.49 ms [2020-11-19 14:16:27 main:574] : INFO : Epoch 515 | loss: 0.0309554 | val_loss: 0.0311836 | Time: 2267.94 ms [2020-11-19 14:16:30 main:574] : INFO : Epoch 516 | loss: 0.0309526 | val_loss: 0.031218 | Time: 2274.77 ms [2020-11-19 14:16:32 main:574] : INFO : Epoch 517 | loss: 0.0309442 | val_loss: 0.0311957 | Time: 2297.64 ms [2020-11-19 14:16:34 main:574] : INFO : Epoch 518 | loss: 0.0309408 | val_loss: 0.0312041 | Time: 2268.62 ms [2020-11-19 14:16:37 main:574] : INFO : Epoch 519 | loss: 0.0309443 | val_loss: 0.0311882 | Time: 2336.76 ms [2020-11-19 14:16:39 main:574] : INFO : Epoch 520 | loss: 0.0309604 | val_loss: 0.0311817 | Time: 2355.64 ms [2020-11-19 14:16:42 main:574] : INFO : Epoch 521 | loss: 0.0309521 | val_loss: 0.0312069 | Time: 2269.5 ms [2020-11-19 14:16:44 main:574] : INFO : Epoch 522 | loss: 0.0309553 | val_loss: 0.031179 | Time: 2260.28 ms [2020-11-19 14:16:46 main:574] : INFO : Epoch 523 | loss: 0.0309495 | val_loss: 0.0311742 | Time: 2389.83 ms [2020-11-19 14:16:49 main:574] : INFO : Epoch 524 | loss: 0.0309437 | val_loss: 0.0311843 | Time: 2305.1 ms [2020-11-19 14:16:51 main:574] : INFO : Epoch 525 | loss: 0.0309432 | val_loss: 0.0311895 | Time: 2397.59 ms [2020-11-19 14:16:54 main:574] : INFO : Epoch 526 | loss: 0.0309511 | val_loss: 0.0311881 | Time: 2272.24 ms [2020-11-19 14:16:56 main:574] : INFO : Epoch 527 | loss: 0.0309475 | val_loss: 0.0311919 | Time: 2260.03 ms [2020-11-19 14:16:58 main:574] : INFO : Epoch 528 | loss: 0.0309475 | val_loss: 0.0311884 | Time: 2306.28 ms [2020-11-19 14:17:01 main:574] : INFO : Epoch 529 | loss: 0.030944 | val_loss: 0.0311811 | Time: 2413.44 ms [2020-11-19 14:17:03 main:574] : INFO : Epoch 530 | loss: 0.0309426 | val_loss: 0.0311959 | Time: 2296.85 ms [2020-11-19 14:17:06 main:574] : INFO : Epoch 531 | loss: 0.0309584 | val_loss: 0.0312157 | Time: 2445.24 ms [2020-11-19 14:17:08 main:574] : INFO : Epoch 532 | loss: 0.030957 | val_loss: 0.0311814 | Time: 2317.32 ms [2020-11-19 14:17:10 main:574] : INFO : Epoch 533 | loss: 0.0309537 | val_loss: 0.0311718 | Time: 2274.24 ms [2020-11-19 14:17:13 main:574] : INFO : Epoch 534 | loss: 0.0309562 | val_loss: 0.031199 | Time: 2350.81 ms [2020-11-19 14:17:15 main:574] : INFO : Epoch 535 | loss: 0.0309567 | val_loss: 0.0312164 | Time: 2310.09 ms [2020-11-19 14:17:17 main:574] : INFO : Epoch 536 | loss: 0.0309466 | val_loss: 0.0312177 | Time: 2254.52 ms [2020-11-19 14:17:20 main:574] : INFO : Epoch 537 | loss: 0.0309494 | val_loss: 0.0311721 | Time: 2299.17 ms [2020-11-19 14:17:22 main:574] : INFO : Epoch 538 | loss: 0.0309546 | val_loss: 0.031199 | Time: 2307.06 ms [2020-11-19 14:17:25 main:574] : INFO : Epoch 539 | loss: 0.030952 | val_loss: 0.0311944 | Time: 2312.86 ms [2020-11-19 14:17:27 main:574] : INFO : Epoch 540 | loss: 0.0309533 | val_loss: 0.0311683 | Time: 2275.97 ms [2020-11-19 14:17:29 main:574] : INFO : Epoch 541 | loss: 0.0309597 | val_loss: 0.0311863 | Time: 2262.16 ms [2020-11-19 14:17:32 main:574] : INFO : Epoch 542 | loss: 0.0309512 | val_loss: 0.031175 | Time: 2334.39 ms [2020-11-19 14:17:34 main:574] : INFO : Epoch 543 | loss: 0.0309455 | val_loss: 0.0311876 | Time: 2259.81 ms [2020-11-19 14:17:36 main:574] : INFO : Epoch 544 | loss: 0.0309433 | val_loss: 0.0311786 | Time: 2256.05 ms [2020-11-19 14:17:39 main:574] : INFO : Epoch 545 | loss: 0.030946 | val_loss: 0.0311889 | Time: 2334.39 ms [2020-11-19 14:17:41 main:574] : INFO : Epoch 546 | loss: 0.0309563 | val_loss: 0.0311765 | Time: 2283.44 ms [2020-11-19 14:17:43 main:574] : INFO : Epoch 547 | loss: 0.0309543 | val_loss: 0.0311778 | Time: 2311.97 ms [2020-11-19 14:17:46 main:574] : INFO : Epoch 548 | loss: 0.0309487 | val_loss: 0.0311794 | Time: 2306.22 ms [2020-11-19 14:17:48 main:574] : INFO : Epoch 549 | loss: 0.0309458 | val_loss: 0.0311897 | Time: 2275.16 ms [2020-11-19 14:17:51 main:574] : INFO : Epoch 550 | loss: 0.0309473 | val_loss: 0.03119 | Time: 2282.07 ms [2020-11-19 14:17:53 main:574] : INFO : Epoch 551 | loss: 0.0309527 | val_loss: 0.0312011 | Time: 2296.74 ms [2020-11-19 14:17:55 main:574] : INFO : Epoch 552 | loss: 0.0309475 | val_loss: 0.0311953 | Time: 2265.07 ms [2020-11-19 14:17:58 main:574] : INFO : Epoch 553 | loss: 0.0309382 | val_loss: 0.0311794 | Time: 2267.65 ms [2020-11-19 14:18:00 main:574] : INFO : Epoch 554 | loss: 0.030944 | val_loss: 0.0311683 | Time: 2257.91 ms [2020-11-19 14:18:02 main:574] : INFO : Epoch 555 | loss: 0.0309496 | val_loss: 0.0311676 | Time: 2276.96 ms [2020-11-19 14:18:05 main:574] : INFO : Epoch 556 | loss: 0.030967 | val_loss: 0.0311779 | Time: 2261.57 ms [2020-11-19 14:18:07 main:574] : INFO : Epoch 557 | loss: 0.030948 | val_loss: 0.0312195 | Time: 2359.31 ms [2020-11-19 14:18:09 main:574] : INFO : Epoch 558 | loss: 0.0309417 | val_loss: 0.0311841 | Time: 2309.5 ms [2020-11-19 14:18:12 main:574] : INFO : Epoch 559 | loss: 0.0309484 | val_loss: 0.0311856 | Time: 2328.35 ms [2020-11-19 14:18:14 main:574] : INFO : Epoch 560 | loss: 0.0309486 | val_loss: 0.031204 | Time: 2397.97 ms [2020-11-19 14:18:17 main:574] : INFO : Epoch 561 | loss: 0.0309487 | val_loss: 0.0311868 | Time: 2310.1 ms [2020-11-19 14:18:19 main:574] : INFO : Epoch 562 | loss: 0.0309435 | val_loss: 0.0311877 | Time: 2402.32 ms [2020-11-19 14:18:21 main:574] : INFO : Epoch 563 | loss: 0.0309461 | val_loss: 0.0311839 | Time: 2356.89 ms [2020-11-19 14:18:24 main:574] : INFO : Epoch 564 | loss: 0.0309502 | val_loss: 0.0311873 | Time: 2253.85 ms [2020-11-19 14:18:26 main:574] : INFO : Epoch 565 | loss: 0.0309433 | val_loss: 0.0312056 | Time: 2462.75 ms [2020-11-19 14:18:29 main:574] : INFO : Epoch 566 | loss: 0.030941 | val_loss: 0.0311721 | Time: 2258.96 ms [2020-11-19 14:18:31 main:574] : INFO : Epoch 567 | loss: 0.0309458 | val_loss: 0.0311778 | Time: 2319.14 ms [2020-11-19 14:18:33 main:574] : INFO : Epoch 568 | loss: 0.0309404 | val_loss: 0.031195 | Time: 2307.84 ms [2020-11-19 14:18:36 main:574] : INFO : Epoch 569 | loss: 0.0309502 | val_loss: 0.0311803 | Time: 2293.5 ms [2020-11-19 14:18:38 main:574] : INFO : Epoch 570 | loss: 0.0309484 | val_loss: 0.0311917 | Time: 2312.42 ms [2020-11-19 14:18:41 main:574] : INFO : Epoch 571 | loss: 0.0309376 | val_loss: 0.031169 | Time: 2300.46 ms [2020-11-19 14:18:43 main:574] : INFO : Epoch 572 | loss: 0.0309431 | val_loss: 0.0311661 | Time: 2259.29 ms [2020-11-19 14:18:45 main:574] : INFO : Epoch 573 | loss: 0.0309469 | val_loss: 0.0312195 | Time: 2319.8 ms [2020-11-19 14:18:48 main:574] : INFO : Epoch 574 | loss: 0.0309527 | val_loss: 0.0312093 | Time: 2250.42 ms [2020-11-19 14:18:50 main:574] : INFO : Epoch 575 | loss: 0.0309525 | val_loss: 0.0312237 | Time: 2331.54 ms [2020-11-19 14:18:52 main:574] : INFO : Epoch 576 | loss: 0.0309508 | val_loss: 0.0311876 | Time: 2290.6 ms [2020-11-19 14:18:55 main:574] : INFO : Epoch 577 | loss: 0.0309454 | val_loss: 0.0311887 | Time: 2260.48 ms [2020-11-19 14:18:57 main:574] : INFO : Epoch 578 | loss: 0.0309432 | val_loss: 0.031208 | Time: 2274.66 ms [2020-11-19 14:18:59 main:574] : INFO : Epoch 579 | loss: 0.0309447 | val_loss: 0.0311726 | Time: 2249.23 ms [2020-11-19 14:19:02 main:574] : INFO : Epoch 580 | loss: 0.0309429 | val_loss: 0.0311923 | Time: 2247.3 ms [2020-11-19 14:19:04 main:574] : INFO : Epoch 581 | loss: 0.0309556 | val_loss: 0.0311522 | Time: 2282.68 ms [2020-11-19 14:19:06 main:574] : INFO : Epoch 582 | loss: 0.0309727 | val_loss: 0.0311728 | Time: 2276.77 ms [2020-11-19 14:19:09 main:574] : INFO : Epoch 583 | loss: 0.0309549 | val_loss: 0.0311746 | Time: 2298.55 ms [2020-11-19 14:19:11 main:574] : INFO : Epoch 584 | loss: 0.0309456 | val_loss: 0.0311944 | Time: 2423.22 ms [2020-11-19 14:19:14 main:574] : INFO : Epoch 585 | loss: 0.0309404 | val_loss: 0.0311893 | Time: 2276.51 ms [2020-11-19 14:19:16 main:574] : INFO : Epoch 586 | loss: 0.0309418 | val_loss: 0.0311887 | Time: 2292.52 ms [2020-11-19 14:19:18 main:574] : INFO : Epoch 587 | loss: 0.0309445 | val_loss: 0.031201 | Time: 2332.56 ms [2020-11-19 14:19:21 main:574] : INFO : Epoch 588 | loss: 0.0309449 | val_loss: 0.0311745 | Time: 2252.25 ms [2020-11-19 14:19:23 main:574] : INFO : Epoch 589 | loss: 0.0309582 | val_loss: 0.0311531 | Time: 2264.22 ms [2020-11-19 14:19:25 main:574] : INFO : Epoch 590 | loss: 0.030952 | val_loss: 0.0311718 | Time: 2247.05 ms [2020-11-19 14:19:28 main:574] : INFO : Epoch 591 | loss: 0.0309454 | val_loss: 0.0312046 | Time: 2565.24 ms [2020-11-19 14:19:30 main:574] : INFO : Epoch 592 | loss: 0.0309486 | val_loss: 0.0311795 | Time: 2273.92 ms [2020-11-19 14:19:33 main:574] : INFO : Epoch 593 | loss: 0.0309415 | val_loss: 0.0312001 | Time: 2275.86 ms [2020-11-19 14:19:35 main:574] : INFO : Epoch 594 | loss: 0.0309477 | val_loss: 0.0311984 | Time: 2301.08 ms [2020-11-19 14:19:38 main:574] : INFO : Epoch 595 | loss: 0.0309607 | val_loss: 0.0311533 | Time: 2274.1 ms [2020-11-19 14:19:40 main:574] : INFO : Epoch 596 | loss: 0.0309832 | val_loss: 0.0311503 | Time: 2337.03 ms [2020-11-19 14:19:42 main:574] : INFO : Epoch 597 | loss: 0.0309531 | val_loss: 0.0312059 | Time: 2264.93 ms [2020-11-19 14:19:45 main:574] : INFO : Epoch 598 | loss: 0.0309405 | val_loss: 0.0311998 | Time: 2450.26 ms [2020-11-19 14:19:47 main:574] : INFO : Epoch 599 | loss: 0.0309411 | val_loss: 0.0311797 | Time: 2259.9 ms [2020-11-19 14:19:50 main:574] : INFO : Epoch 600 | loss: 0.03094 | val_loss: 0.0311964 | Time: 2316.46 ms [2020-11-19 14:19:52 main:574] : INFO : Epoch 601 | loss: 0.0309397 | val_loss: 0.0312038 | Time: 2255.79 ms [2020-11-19 14:19:54 main:574] : INFO : Epoch 602 | loss: 0.0309337 | val_loss: 0.0311957 | Time: 2264.97 ms [2020-11-19 14:19:57 main:574] : INFO : Epoch 603 | loss: 0.0309412 | val_loss: 0.0311943 | Time: 2502.75 ms [2020-11-19 14:19:59 main:574] : INFO : Epoch 604 | loss: 0.0309463 | val_loss: 0.0311974 | Time: 2259.63 ms [2020-11-19 14:20:02 main:574] : INFO : Epoch 605 | loss: 0.0309388 | val_loss: 0.031196 | Time: 2269.33 ms [2020-11-19 14:20:04 main:574] : INFO : Epoch 606 | loss: 0.0309512 | val_loss: 0.0311718 | Time: 2278.03 ms [2020-11-19 14:20:06 main:574] : INFO : Epoch 607 | loss: 0.0309532 | val_loss: 0.0312093 | Time: 2259.03 ms [2020-11-19 14:20:09 main:574] : INFO : Epoch 608 | loss: 0.0309488 | val_loss: 0.0311699 | Time: 2291.76 ms [2020-11-19 14:20:11 main:574] : INFO : Epoch 609 | loss: 0.0309381 | val_loss: 0.0311785 | Time: 2320.41 ms [2020-11-19 14:20:14 main:574] : INFO : Epoch 610 | loss: 0.0309391 | val_loss: 0.0311912 | Time: 2283.52 ms [2020-11-19 14:20:16 main:574] : INFO : Epoch 611 | loss: 0.0309377 | val_loss: 0.031208 | Time: 2277.54 ms [2020-11-19 14:20:18 main:574] : INFO : Epoch 612 | loss: 0.0309378 | val_loss: 0.0311913 | Time: 2309.32 ms [2020-11-19 14:20:21 main:574] : INFO : Epoch 613 | loss: 0.0309313 | val_loss: 0.0312071 | Time: 2276.21 ms [2020-11-19 14:20:23 main:574] : INFO : Epoch 614 | loss: 0.0309369 | val_loss: 0.0311699 | Time: 2281.61 ms [2020-11-19 14:20:25 main:574] : INFO : Epoch 615 | loss: 0.0309438 | val_loss: 0.0312058 | Time: 2365.61 ms [2020-11-19 14:20:28 main:574] : INFO : Epoch 616 | loss: 0.030938 | val_loss: 0.031185 | Time: 2278.86 ms [2020-11-19 14:20:30 main:574] : INFO : Epoch 617 | loss: 0.0309443 | val_loss: 0.0312115 | Time: 2458.21 ms [2020-11-19 14:20:33 main:574] : INFO : Epoch 618 | loss: 0.030942 | val_loss: 0.031183 | Time: 2276.59 ms [2020-11-19 14:20:35 main:574] : INFO : Epoch 619 | loss: 0.0309398 | val_loss: 0.0311921 | Time: 2402.77 ms [2020-11-19 14:20:37 main:574] : INFO : Epoch 620 | loss: 0.0309405 | val_loss: 0.0311961 | Time: 2301.47 ms [2020-11-19 14:20:40 main:574] : INFO : Epoch 621 | loss: 0.0309369 | val_loss: 0.0311946 | Time: 2357.41 ms [2020-11-19 14:20:42 main:574] : INFO : Epoch 622 | loss: 0.0309306 | val_loss: 0.0312075 | Time: 2255.03 ms [2020-11-19 14:20:45 main:574] : INFO : Epoch 623 | loss: 0.0309393 | val_loss: 0.0312327 | Time: 2261.33 ms [2020-11-19 14:20:47 main:574] : INFO : Epoch 624 | loss: 0.0309412 | val_loss: 0.0311914 | Time: 2266.66 ms [2020-11-19 14:20:49 main:574] : INFO : Epoch 625 | loss: 0.030938 | val_loss: 0.0311739 | Time: 2379.48 ms [2020-11-19 14:20:52 main:574] : INFO : Epoch 626 | loss: 0.0309556 | val_loss: 0.0311575 | Time: 2304.46 ms [2020-11-19 14:20:54 main:574] : INFO : Epoch 627 | loss: 0.0309853 | val_loss: 0.0311648 | Time: 2260.68 ms [2020-11-19 14:20:56 main:574] : INFO : Epoch 628 | loss: 0.0309561 | val_loss: 0.0311731 | Time: 2306.45 ms [2020-11-19 14:20:59 main:574] : INFO : Epoch 629 | loss: 0.03094 | val_loss: 0.0312011 | Time: 2268.42 ms [2020-11-19 14:21:01 main:574] : INFO : Epoch 630 | loss: 0.0309462 | val_loss: 0.0311822 | Time: 2266.9 ms [2020-11-19 14:21:04 main:574] : INFO : Epoch 631 | loss: 0.0309482 | val_loss: 0.0312084 | Time: 2286.76 ms [2020-11-19 14:21:06 main:574] : INFO : Epoch 632 | loss: 0.0309442 | val_loss: 0.0311876 | Time: 2303.82 ms [2020-11-19 14:21:08 main:574] : INFO : Epoch 633 | loss: 0.0309514 | val_loss: 0.0311855 | Time: 2304.18 ms [2020-11-19 14:21:11 main:574] : INFO : Epoch 634 | loss: 0.0309427 | val_loss: 0.031186 | Time: 2258.71 ms [2020-11-19 14:21:13 main:574] : INFO : Epoch 635 | loss: 0.0309374 | val_loss: 0.0311865 | Time: 2411.4 ms [2020-11-19 14:21:15 main:574] : INFO : Epoch 636 | loss: 0.0309384 | val_loss: 0.0312007 | Time: 2246.57 ms [2020-11-19 14:21:18 main:574] : INFO : Epoch 637 | loss: 0.030939 | val_loss: 0.0311894 | Time: 2278.24 ms [2020-11-19 14:21:20 main:574] : INFO : Epoch 638 | loss: 0.0309464 | val_loss: 0.0311888 | Time: 2258.91 ms [2020-11-19 14:21:22 main:574] : INFO : Epoch 639 | loss: 0.0309551 | val_loss: 0.0311815 | Time: 2254.78 ms [2020-11-19 14:21:25 main:574] : INFO : Epoch 640 | loss: 0.0309412 | val_loss: 0.0311793 | Time: 2288.41 ms [2020-11-19 14:21:27 main:574] : INFO : Epoch 641 | loss: 0.0309366 | val_loss: 0.031217 | Time: 2270.74 ms [2020-11-19 14:21:29 main:574] : INFO : Epoch 642 | loss: 0.0309381 | val_loss: 0.0311956 | Time: 2321.17 ms [2020-11-19 14:21:32 main:574] : INFO : Epoch 643 | loss: 0.0309403 | val_loss: 0.0312006 | Time: 2287.84 ms [2020-11-19 14:21:34 main:574] : INFO : Epoch 644 | loss: 0.0309441 | val_loss: 0.0311836 | Time: 2264.7 ms [2020-11-19 14:21:37 main:574] : INFO : Epoch 645 | loss: 0.0309584 | val_loss: 0.0311807 | Time: 2251.28 ms [2020-11-19 14:21:39 main:574] : INFO : Epoch 646 | loss: 0.0309456 | val_loss: 0.0312055 | Time: 2263.53 ms [2020-11-19 14:21:41 main:574] : INFO : Epoch 647 | loss: 0.0309385 | val_loss: 0.0311983 | Time: 2259.95 ms [2020-11-19 14:21:44 main:574] : INFO : Epoch 648 | loss: 0.0309408 | val_loss: 0.0312098 | Time: 2284.26 ms [2020-11-19 14:21:46 main:574] : INFO : Epoch 649 | loss: 0.030943 | val_loss: 0.0312012 | Time: 2265.43 ms [2020-11-19 14:21:48 main:574] : INFO : Epoch 650 | loss: 0.0309453 | val_loss: 0.0312062 | Time: 2366.22 ms [2020-11-19 14:21:51 main:574] : INFO : Epoch 651 | loss: 0.0309424 | val_loss: 0.0312022 | Time: 2292.09 ms [2020-11-19 14:21:53 main:574] : INFO : Epoch 652 | loss: 0.0309496 | val_loss: 0.0311573 | Time: 2289.16 ms [2020-11-19 14:21:56 main:574] : INFO : Epoch 653 | loss: 0.0309538 | val_loss: 0.0312028 | Time: 2344.71 ms [2020-11-19 14:21:58 main:574] : INFO : Epoch 654 | loss: 0.0309363 | val_loss: 0.0312125 | Time: 2272 ms [2020-11-19 14:22:00 main:574] : INFO : Epoch 655 | loss: 0.0309467 | val_loss: 0.0312028 | Time: 2259.39 ms [2020-11-19 14:22:03 main:574] : INFO : Epoch 656 | loss: 0.0309361 | val_loss: 0.0312049 | Time: 2305.76 ms [2020-11-19 14:22:05 main:574] : INFO : Epoch 657 | loss: 0.0309349 | val_loss: 0.0312003 | Time: 2289.63 ms [2020-11-19 14:22:07 main:574] : INFO : Epoch 658 | loss: 0.0309418 | val_loss: 0.031197 | Time: 2496.27 ms [2020-11-19 14:22:10 main:574] : INFO : Epoch 659 | loss: 0.0309428 | val_loss: 0.0311849 | Time: 2315.84 ms [2020-11-19 14:22:12 main:574] : INFO : Epoch 660 | loss: 0.0309401 | val_loss: 0.0311965 | Time: 2297.12 ms [2020-11-19 14:22:15 main:574] : INFO : Epoch 661 | loss: 0.0309339 | val_loss: 0.0312023 | Time: 2289.59 ms [2020-11-19 14:22:17 main:574] : INFO : Epoch 662 | loss: 0.0309455 | val_loss: 0.0312101 | Time: 2239.21 ms [2020-11-19 14:22:19 main:574] : INFO : Epoch 663 | loss: 0.0309416 | val_loss: 0.0312095 | Time: 2352.99 ms [2020-11-19 14:22:22 main:574] : INFO : Epoch 664 | loss: 0.0309393 | val_loss: 0.0311998 | Time: 2281.88 ms [2020-11-19 14:22:24 main:574] : INFO : Epoch 665 | loss: 0.0309411 | val_loss: 0.0311951 | Time: 2261.9 ms [2020-11-19 14:22:26 main:574] : INFO : Epoch 666 | loss: 0.0309399 | val_loss: 0.0311916 | Time: 2279.64 ms [2020-11-19 14:22:29 main:574] : INFO : Epoch 667 | loss: 0.0309318 | val_loss: 0.0311685 | Time: 2286.96 ms [2020-11-19 14:22:31 main:574] : INFO : Epoch 668 | loss: 0.0309372 | val_loss: 0.0311789 | Time: 2264.55 ms [2020-11-19 14:22:33 main:574] : INFO : Epoch 669 | loss: 0.0309404 | val_loss: 0.0311834 | Time: 2258.92 ms [2020-11-19 14:22:36 main:574] : INFO : Epoch 670 | loss: 0.0309405 | val_loss: 0.0311885 | Time: 2318.92 ms [2020-11-19 14:22:38 main:574] : INFO : Epoch 671 | loss: 0.0309459 | val_loss: 0.0311891 | Time: 2276.38 ms [2020-11-19 14:22:40 main:574] : INFO : Epoch 672 | loss: 0.0309475 | val_loss: 0.0312153 | Time: 2248.42 ms [2020-11-19 14:22:43 main:574] : INFO : Epoch 673 | loss: 0.0309435 | val_loss: 0.0311783 | Time: 2249.31 ms [2020-11-19 14:22:45 main:574] : INFO : Epoch 674 | loss: 0.0309518 | val_loss: 0.0311799 | Time: 2293.57 ms [2020-11-19 14:22:47 main:574] : INFO : Epoch 675 | loss: 0.0309409 | val_loss: 0.0311815 | Time: 2256.8 ms [2020-11-19 14:22:50 main:574] : INFO : Epoch 676 | loss: 0.0309353 | val_loss: 0.031204 | Time: 2287.59 ms [2020-11-19 14:22:52 main:574] : INFO : Epoch 677 | loss: 0.0309357 | val_loss: 0.0311845 | Time: 2313.58 ms [2020-11-19 14:22:54 main:574] : INFO : Epoch 678 | loss: 0.030936 | val_loss: 0.0311997 | Time: 2264.22 ms [2020-11-19 14:22:57 main:574] : INFO : Epoch 679 | loss: 0.0309385 | val_loss: 0.031208 | Time: 2308.2 ms [2020-11-19 14:22:59 main:574] : INFO : Epoch 680 | loss: 0.0309338 | val_loss: 0.0311958 | Time: 2255.65 ms [2020-11-19 14:23:01 main:574] : INFO : Epoch 681 | loss: 0.0309294 | val_loss: 0.031187 | Time: 2272.63 ms [2020-11-19 14:23:04 main:574] : INFO : Epoch 682 | loss: 0.0309325 | val_loss: 0.031188 | Time: 2265.23 ms [2020-11-19 14:23:06 main:574] : INFO : Epoch 683 | loss: 0.0309306 | val_loss: 0.0311851 | Time: 2334.2 ms [2020-11-19 14:23:09 main:574] : INFO : Epoch 684 | loss: 0.0309363 | val_loss: 0.0311916 | Time: 2293.08 ms [2020-11-19 14:23:11 main:574] : INFO : Epoch 685 | loss: 0.0309408 | val_loss: 0.031202 | Time: 2286.98 ms [2020-11-19 14:23:13 main:574] : INFO : Epoch 686 | loss: 0.0309706 | val_loss: 0.0311945 | Time: 2360.51 ms [2020-11-19 14:23:16 main:574] : INFO : Epoch 687 | loss: 0.0309507 | val_loss: 0.031179 | Time: 2364.32 ms [2020-11-19 14:23:18 main:574] : INFO : Epoch 688 | loss: 0.0309423 | val_loss: 0.0311834 | Time: 2521.22 ms [2020-11-19 14:23:21 main:574] : INFO : Epoch 689 | loss: 0.0309311 | val_loss: 0.0311929 | Time: 2260.74 ms [2020-11-19 14:23:23 main:574] : INFO : Epoch 690 | loss: 0.0309339 | val_loss: 0.0311769 | Time: 2297.13 ms [2020-11-19 14:23:25 main:574] : INFO : Epoch 691 | loss: 0.0309402 | val_loss: 0.0311876 | Time: 2266.15 ms [2020-11-19 14:23:28 main:574] : INFO : Epoch 692 | loss: 0.030931 | val_loss: 0.0312147 | Time: 2291.05 ms [2020-11-19 14:23:30 main:574] : INFO : Epoch 693 | loss: 0.0309296 | val_loss: 0.0311978 | Time: 2258.8 ms [2020-11-19 14:23:32 main:574] : INFO : Epoch 694 | loss: 0.0309378 | val_loss: 0.0311929 | Time: 2253.2 ms [2020-11-19 14:23:35 main:574] : INFO : Epoch 695 | loss: 0.0309403 | val_loss: 0.0312068 | Time: 2303.46 ms [2020-11-19 14:23:37 main:574] : INFO : Epoch 696 | loss: 0.0309493 | val_loss: 0.0311795 | Time: 2381.57 ms [2020-11-19 14:23:40 main:574] : INFO : Epoch 697 | loss: 0.0309371 | val_loss: 0.0312158 | Time: 2266.75 ms [2020-11-19 14:23:42 main:574] : INFO : Epoch 698 | loss: 0.0309405 | val_loss: 0.0311822 | Time: 2272.32 ms [2020-11-19 14:23:44 main:574] : INFO : Epoch 699 | loss: 0.0309458 | val_loss: 0.0311752 | Time: 2268.77 ms [2020-11-19 14:23:47 main:574] : INFO : Epoch 700 | loss: 0.0309421 | val_loss: 0.0311964 | Time: 2277.9 ms [2020-11-19 14:23:49 main:574] : INFO : Epoch 701 | loss: 0.0309444 | val_loss: 0.0311918 | Time: 2271.16 ms [2020-11-19 14:23:52 main:574] : INFO : Epoch 702 | loss: 0.0309364 | val_loss: 0.0312075 | Time: 2295.12 ms [2020-11-19 14:23:54 main:574] : INFO : Epoch 703 | loss: 0.0309388 | val_loss: 0.0311686 | Time: 2287.93 ms [2020-11-19 14:23:56 main:574] : INFO : Epoch 704 | loss: 0.0309431 | val_loss: 0.0311827 | Time: 2252.26 ms [2020-11-19 14:23:59 main:574] : INFO : Epoch 705 | loss: 0.0309401 | val_loss: 0.0311883 | Time: 2258.91 ms [2020-11-19 14:24:01 main:574] : INFO : Epoch 706 | loss: 0.030936 | val_loss: 0.0311943 | Time: 2324.25 ms [2020-11-19 14:24:03 main:574] : INFO : Epoch 707 | loss: 0.0309406 | val_loss: 0.0311914 | Time: 2288.37 ms [2020-11-19 14:24:06 main:574] : INFO : Epoch 708 | loss: 0.0309375 | val_loss: 0.0312038 | Time: 2296.79 ms [2020-11-19 14:24:08 main:574] : INFO : Epoch 709 | loss: 0.0309386 | val_loss: 0.0311893 | Time: 2308.08 ms [2020-11-19 14:24:10 main:574] : INFO : Epoch 710 | loss: 0.0309393 | val_loss: 0.0311904 | Time: 2306.17 ms [2020-11-19 14:24:13 main:574] : INFO : Epoch 711 | loss: 0.0309466 | val_loss: 0.0311956 | Time: 2270.64 ms [2020-11-19 14:24:15 main:574] : INFO : Epoch 712 | loss: 0.030937 | val_loss: 0.0311975 | Time: 2248.42 ms [2020-11-19 14:24:18 main:574] : INFO : Epoch 713 | loss: 0.030945 | val_loss: 0.0312204 | Time: 2274.46 ms [2020-11-19 14:24:20 main:574] : INFO : Epoch 714 | loss: 0.030935 | val_loss: 0.0311983 | Time: 2250.66 ms [2020-11-19 14:24:22 main:574] : INFO : Epoch 715 | loss: 0.030938 | val_loss: 0.0311743 | Time: 2265.75 ms [2020-11-19 14:24:25 main:574] : INFO : Epoch 716 | loss: 0.0309416 | val_loss: 0.031198 | Time: 2272.07 ms [2020-11-19 14:24:27 main:574] : INFO : Epoch 717 | loss: 0.0309377 | val_loss: 0.0311917 | Time: 2315.67 ms [2020-11-19 14:24:29 main:574] : INFO : Epoch 718 | loss: 0.0309501 | val_loss: 0.0311779 | Time: 2290.17 ms [2020-11-19 14:24:32 main:574] : INFO : Epoch 719 | loss: 0.0309918 | val_loss: 0.0311444 | Time: 2279.72 ms [2020-11-19 14:24:34 main:574] : INFO : Epoch 720 | loss: 0.030965 | val_loss: 0.0311839 | Time: 2326.8 ms [2020-11-19 14:24:36 main:574] : INFO : Epoch 721 | loss: 0.0309473 | val_loss: 0.0311909 | Time: 2270.07 ms [2020-11-19 14:24:39 main:574] : INFO : Epoch 722 | loss: 0.0309348 | val_loss: 0.0312074 | Time: 2266.34 ms [2020-11-19 14:24:41 main:574] : INFO : Epoch 723 | loss: 0.0309268 | val_loss: 0.0312135 | Time: 2263.5 ms [2020-11-19 14:24:43 main:574] : INFO : Epoch 724 | loss: 0.0309313 | val_loss: 0.0311903 | Time: 2243.59 ms [2020-11-19 14:24:46 main:574] : INFO : Epoch 725 | loss: 0.0309364 | val_loss: 0.031163 | Time: 2271.82 ms [2020-11-19 14:24:48 main:574] : INFO : Epoch 726 | loss: 0.0309387 | val_loss: 0.0312118 | Time: 2251.73 ms [2020-11-19 14:24:50 main:574] : INFO : Epoch 727 | loss: 0.0309403 | val_loss: 0.0311947 | Time: 2321.37 ms [2020-11-19 14:24:53 main:574] : INFO : Epoch 728 | loss: 0.0309428 | val_loss: 0.0312044 | Time: 2278.79 ms [2020-11-19 14:24:55 main:574] : INFO : Epoch 729 | loss: 0.030947 | val_loss: 0.0312337 | Time: 2298.27 ms [2020-11-19 14:24:57 main:574] : INFO : Epoch 730 | loss: 0.0309346 | val_loss: 0.0312077 | Time: 2275.95 ms [2020-11-19 14:25:00 main:574] : INFO : Epoch 731 | loss: 0.0309351 | val_loss: 0.0311768 | Time: 2259.62 ms [2020-11-19 14:25:02 main:574] : INFO : Epoch 732 | loss: 0.0309342 | val_loss: 0.0311914 | Time: 2281.73 ms [2020-11-19 14:25:04 main:574] : INFO : Epoch 733 | loss: 0.0309326 | val_loss: 0.0311959 | Time: 2298.77 ms [2020-11-19 14:25:07 main:574] : INFO : Epoch 734 | loss: 0.0309417 | val_loss: 0.0312038 | Time: 2274.65 ms [2020-11-19 14:25:09 main:574] : INFO : Epoch 735 | loss: 0.0309443 | val_loss: 0.0311837 | Time: 2349.19 ms [2020-11-19 14:25:12 main:574] : INFO : Epoch 736 | loss: 0.030937 | val_loss: 0.0311952 | Time: 2294.63 ms [2020-11-19 14:25:14 main:574] : INFO : Epoch 737 | loss: 0.0309297 | val_loss: 0.0311833 | Time: 2268.67 ms [2020-11-19 14:25:16 main:574] : INFO : Epoch 738 | loss: 0.0309383 | val_loss: 0.0311723 | Time: 2290.17 ms [2020-11-19 14:25:19 main:574] : INFO : Epoch 739 | loss: 0.0309316 | val_loss: 0.0311822 | Time: 2263.06 ms [2020-11-19 14:25:21 main:574] : INFO : Epoch 740 | loss: 0.03094 | val_loss: 0.0311619 | Time: 2263.73 ms [2020-11-19 14:25:23 main:574] : INFO : Epoch 741 | loss: 0.0309482 | val_loss: 0.0312105 | Time: 2262.26 ms [2020-11-19 14:25:26 main:574] : INFO : Epoch 742 | loss: 0.0309387 | val_loss: 0.0311809 | Time: 2276.17 ms [2020-11-19 14:25:28 main:574] : INFO : Epoch 743 | loss: 0.0309379 | val_loss: 0.0311831 | Time: 2345.46 ms [2020-11-19 14:25:31 main:574] : INFO : Epoch 744 | loss: 0.0309351 | val_loss: 0.0312115 | Time: 2292.23 ms [2020-11-19 14:25:33 main:574] : INFO : Epoch 745 | loss: 0.0309328 | val_loss: 0.0311989 | Time: 2270.22 ms [2020-11-19 14:25:35 main:574] : INFO : Epoch 746 | loss: 0.0309333 | val_loss: 0.0311911 | Time: 2279 ms [2020-11-19 14:25:38 main:574] : INFO : Epoch 747 | loss: 0.0309313 | val_loss: 0.0312099 | Time: 2294.29 ms [2020-11-19 14:25:40 main:574] : INFO : Epoch 748 | loss: 0.0309382 | val_loss: 0.0311988 | Time: 2281.3 ms [2020-11-19 14:25:42 main:574] : INFO : Epoch 749 | loss: 0.030935 | val_loss: 0.0311693 | Time: 2248.29 ms [2020-11-19 14:25:45 main:574] : INFO : Epoch 750 | loss: 0.0309315 | val_loss: 0.0312095 | Time: 2282.85 ms [2020-11-19 14:25:47 main:574] : INFO : Epoch 751 | loss: 0.0309276 | val_loss: 0.0311971 | Time: 2294.24 ms [2020-11-19 14:25:50 main:574] : INFO : Epoch 752 | loss: 0.0309304 | val_loss: 0.0311927 | Time: 2260.08 ms [2020-11-19 14:25:52 main:574] : INFO : Epoch 753 | loss: 0.030934 | val_loss: 0.0311849 | Time: 2258.05 ms [2020-11-19 14:25:54 main:574] : INFO : Epoch 754 | loss: 0.0309383 | val_loss: 0.0311896 | Time: 2291.01 ms [2020-11-19 14:25:57 main:574] : INFO : Epoch 755 | loss: 0.0309411 | val_loss: 0.0311957 | Time: 2266.32 ms [2020-11-19 14:25:59 main:574] : INFO : Epoch 756 | loss: 0.0309385 | val_loss: 0.0312036 | Time: 2249.21 ms [2020-11-19 14:26:01 main:574] : INFO : Epoch 757 | loss: 0.0309328 | val_loss: 0.0311788 | Time: 2285.31 ms [2020-11-19 14:26:04 main:574] : INFO : Epoch 758 | loss: 0.0309362 | val_loss: 0.0312008 | Time: 2347.77 ms [2020-11-19 14:26:06 main:574] : INFO : Epoch 759 | loss: 0.0309283 | val_loss: 0.0312196 | Time: 2303.22 ms [2020-11-19 14:26:09 main:574] : INFO : Epoch 760 | loss: 0.03092 | val_loss: 0.0311926 | Time: 2275.21 ms [2020-11-19 14:26:11 main:574] : INFO : Epoch 761 | loss: 0.0309323 | val_loss: 0.0311853 | Time: 2276.01 ms [2020-11-19 14:26:13 main:574] : INFO : Epoch 762 | loss: 0.0309339 | val_loss: 0.0312139 | Time: 2308.11 ms [2020-11-19 14:26:16 main:574] : INFO : Epoch 763 | loss: 0.0309365 | val_loss: 0.0311941 | Time: 2251.91 ms [2020-11-19 14:26:18 main:574] : INFO : Epoch 764 | loss: 0.0309355 | val_loss: 0.031188 | Time: 2254.57 ms [2020-11-19 14:26:20 main:574] : INFO : Epoch 765 | loss: 0.0309397 | val_loss: 0.0311916 | Time: 2282.13 ms [2020-11-19 14:26:23 main:574] : INFO : Epoch 766 | loss: 0.0309382 | val_loss: 0.0311984 | Time: 2310.3 ms [2020-11-19 14:26:25 main:574] : INFO : Epoch 767 | loss: 0.0309311 | val_loss: 0.0311871 | Time: 2300.37 ms [2020-11-19 14:26:27 main:574] : INFO : Epoch 768 | loss: 0.0309266 | val_loss: 0.0312029 | Time: 2293.7 ms [2020-11-19 14:26:30 main:574] : INFO : Epoch 769 | loss: 0.0309533 | val_loss: 0.0311679 | Time: 2302.48 ms [2020-11-19 14:26:32 main:574] : INFO : Epoch 770 | loss: 0.0309443 | val_loss: 0.0312203 | Time: 2260.87 ms [2020-11-19 14:26:35 main:574] : INFO : Epoch 771 | loss: 0.0309427 | val_loss: 0.0311697 | Time: 2261.26 ms [2020-11-19 14:26:37 main:574] : INFO : Epoch 772 | loss: 0.0309383 | val_loss: 0.03119 | Time: 2262.58 ms [2020-11-19 14:26:39 main:574] : INFO : Epoch 773 | loss: 0.0309441 | val_loss: 0.0311712 | Time: 2288.63 ms [2020-11-19 14:26:42 main:574] : INFO : Epoch 774 | loss: 0.0309452 | val_loss: 0.0312211 | Time: 2268.82 ms [2020-11-19 14:26:44 main:574] : INFO : Epoch 775 | loss: 0.0309342 | val_loss: 0.0311878 | Time: 2248.04 ms [2020-11-19 14:26:46 main:574] : INFO : Epoch 776 | loss: 0.0309272 | val_loss: 0.0311931 | Time: 2286.11 ms [2020-11-19 14:26:49 main:574] : INFO : Epoch 777 | loss: 0.0309267 | val_loss: 0.0312056 | Time: 2262.97 ms [2020-11-19 14:26:51 main:574] : INFO : Epoch 778 | loss: 0.0309286 | val_loss: 0.031195 | Time: 2246.66 ms [2020-11-19 14:26:53 main:574] : INFO : Epoch 779 | loss: 0.0309405 | val_loss: 0.0312227 | Time: 2248.73 ms [2020-11-19 14:26:56 main:574] : INFO : Epoch 780 | loss: 0.0309429 | val_loss: 0.0312046 | Time: 2254.93 ms [2020-11-19 14:26:58 main:574] : INFO : Epoch 781 | loss: 0.0309371 | val_loss: 0.0311693 | Time: 2368.48 ms [2020-11-19 14:27:01 main:574] : INFO : Epoch 782 | loss: 0.0309365 | val_loss: 0.0311813 | Time: 2253.22 ms [2020-11-19 14:27:03 main:574] : INFO : Epoch 783 | loss: 0.0309308 | val_loss: 0.0311925 | Time: 2284.36 ms [2020-11-19 14:27:05 main:574] : INFO : Epoch 784 | loss: 0.0309364 | val_loss: 0.0312081 | Time: 2291.2 ms [2020-11-19 14:27:08 main:574] : INFO : Epoch 785 | loss: 0.0309448 | val_loss: 0.0311855 | Time: 2290.91 ms [2020-11-19 14:27:10 main:574] : INFO : Epoch 786 | loss: 0.0309441 | val_loss: 0.031191 | Time: 2253.36 ms [2020-11-19 14:27:12 main:574] : INFO : Epoch 787 | loss: 0.0309333 | val_loss: 0.0312134 | Time: 2376.79 ms [2020-11-19 14:27:15 main:574] : INFO : Epoch 788 | loss: 0.0309324 | val_loss: 0.0312007 | Time: 2249.65 ms [2020-11-19 14:27:17 main:574] : INFO : Epoch 789 | loss: 0.0309446 | val_loss: 0.0311833 | Time: 2258.01 ms [2020-11-19 14:27:19 main:574] : INFO : Epoch 790 | loss: 0.0309403 | val_loss: 0.031181 | Time: 2260.03 ms [2020-11-19 14:27:22 main:574] : INFO : Epoch 791 | loss: 0.0309415 | val_loss: 0.0311818 | Time: 2341.86 ms [2020-11-19 14:27:24 main:574] : INFO : Epoch 792 | loss: 0.0309524 | val_loss: 0.0311742 | Time: 2318.81 ms [2020-11-19 14:27:27 main:574] : INFO : Epoch 793 | loss: 0.0309361 | val_loss: 0.0312031 | Time: 2252.5 ms [2020-11-19 14:27:29 main:574] : INFO : Epoch 794 | loss: 0.030936 | val_loss: 0.0312132 | Time: 2278.12 ms [2020-11-19 14:27:32 main:574] : INFO : Epoch 795 | loss: 0.0309308 | val_loss: 0.0312064 | Time: 2464.28 ms [2020-11-19 14:27:34 main:574] : INFO : Epoch 796 | loss: 0.0309275 | val_loss: 0.0312027 | Time: 2243.76 ms [2020-11-19 14:27:36 main:574] : INFO : Epoch 797 | loss: 0.0309366 | val_loss: 0.0311884 | Time: 2277.34 ms [2020-11-19 14:27:39 main:574] : INFO : Epoch 798 | loss: 0.0309351 | val_loss: 0.0311942 | Time: 2319.15 ms [2020-11-19 14:27:41 main:574] : INFO : Epoch 799 | loss: 0.0309292 | val_loss: 0.0311848 | Time: 2250.85 ms [2020-11-19 14:27:43 main:574] : INFO : Epoch 800 | loss: 0.0309342 | val_loss: 0.0312012 | Time: 2248.38 ms [2020-11-19 14:27:46 main:574] : INFO : Epoch 801 | loss: 0.030928 | val_loss: 0.0311844 | Time: 2292.16 ms [2020-11-19 14:27:48 main:574] : INFO : Epoch 802 | loss: 0.0309302 | val_loss: 0.0311951 | Time: 2280.29 ms [2020-11-19 14:27:50 main:574] : INFO : Epoch 803 | loss: 0.0309427 | val_loss: 0.0311821 | Time: 2320.31 ms [2020-11-19 14:27:53 main:574] : INFO : Epoch 804 | loss: 0.0309348 | val_loss: 0.0311968 | Time: 2435.67 ms [2020-11-19 14:27:55 main:574] : INFO : Epoch 805 | loss: 0.0309326 | val_loss: 0.0312046 | Time: 2256.89 ms [2020-11-19 14:27:58 main:574] : INFO : Epoch 806 | loss: 0.0309346 | val_loss: 0.0312377 | Time: 2331.61 ms [2020-11-19 14:28:00 main:574] : INFO : Epoch 807 | loss: 0.0309386 | val_loss: 0.0311978 | Time: 2283.12 ms [2020-11-19 14:28:02 main:574] : INFO : Epoch 808 | loss: 0.0309326 | val_loss: 0.0312093 | Time: 2251.46 ms [2020-11-19 14:28:05 main:574] : INFO : Epoch 809 | loss: 0.030927 | val_loss: 0.0312004 | Time: 2351.59 ms [2020-11-19 14:28:07 main:574] : INFO : Epoch 810 | loss: 0.0309347 | val_loss: 0.0312089 | Time: 2247.28 ms [2020-11-19 14:28:09 main:574] : INFO : Epoch 811 | loss: 0.030947 | val_loss: 0.0311976 | Time: 2323.91 ms [2020-11-19 14:28:12 main:574] : INFO : Epoch 812 | loss: 0.0309414 | val_loss: 0.031201 | Time: 2276.08 ms [2020-11-19 14:28:14 main:574] : INFO : Epoch 813 | loss: 0.0309393 | val_loss: 0.0312293 | Time: 2260.66 ms [2020-11-19 14:28:17 main:574] : INFO : Epoch 814 | loss: 0.0309425 | val_loss: 0.0311933 | Time: 2388.71 ms [2020-11-19 14:28:19 main:574] : INFO : Epoch 815 | loss: 0.0309335 | val_loss: 0.0312036 | Time: 2267.95 ms [2020-11-19 14:28:21 main:574] : INFO : Epoch 816 | loss: 0.0309279 | val_loss: 0.0311899 | Time: 2282.25 ms [2020-11-19 14:28:24 main:574] : INFO : Epoch 817 | loss: 0.0309294 | val_loss: 0.0312136 | Time: 2259.76 ms [2020-11-19 14:28:26 main:574] : INFO : Epoch 818 | loss: 0.0309333 | val_loss: 0.0311947 | Time: 2293.79 ms [2020-11-19 14:28:28 main:574] : INFO : Epoch 819 | loss: 0.03094 | val_loss: 0.0312096 | Time: 2271.96 ms [2020-11-19 14:28:31 main:574] : INFO : Epoch 820 | loss: 0.0309367 | val_loss: 0.0311935 | Time: 2265.05 ms [2020-11-19 14:28:33 main:574] : INFO : Epoch 821 | loss: 0.0309362 | val_loss: 0.0311988 | Time: 2312.25 ms [2020-11-19 14:28:35 main:574] : INFO : Epoch 822 | loss: 0.0309527 | val_loss: 0.0312041 | Time: 2262.54 ms [2020-11-19 14:28:38 main:574] : INFO : Epoch 823 | loss: 0.030962 | val_loss: 0.0311578 | Time: 2300.38 ms [2020-11-19 14:28:40 main:574] : INFO : Epoch 824 | loss: 0.0309557 | val_loss: 0.0311997 | Time: 2335.76 ms [2020-11-19 14:28:43 main:574] : INFO : Epoch 825 | loss: 0.0309381 | val_loss: 0.0311885 | Time: 2253.5 ms [2020-11-19 14:28:45 main:574] : INFO : Epoch 826 | loss: 0.0309495 | val_loss: 0.0311903 | Time: 2305.14 ms [2020-11-19 14:28:47 main:574] : INFO : Epoch 827 | loss: 0.0309362 | val_loss: 0.0311765 | Time: 2264.01 ms [2020-11-19 14:28:50 main:574] : INFO : Epoch 828 | loss: 0.0309323 | val_loss: 0.0312132 | Time: 2300.97 ms [2020-11-19 14:28:52 main:574] : INFO : Epoch 829 | loss: 0.0309383 | val_loss: 0.031193 | Time: 2250.5 ms [2020-11-19 14:28:55 main:574] : INFO : Epoch 830 | loss: 0.0309399 | val_loss: 0.0311738 | Time: 2278.46 ms [2020-11-19 14:28:57 main:574] : INFO : Epoch 831 | loss: 0.0309376 | val_loss: 0.0311896 | Time: 2281.19 ms [2020-11-19 14:28:59 main:574] : INFO : Epoch 832 | loss: 0.0309253 | val_loss: 0.0311808 | Time: 2274.27 ms [2020-11-19 14:29:02 main:574] : INFO : Epoch 833 | loss: 0.0309443 | val_loss: 0.0311654 | Time: 2281.32 ms [2020-11-19 14:29:04 main:574] : INFO : Epoch 834 | loss: 0.0309437 | val_loss: 0.0311814 | Time: 2261.82 ms [2020-11-19 14:29:06 main:574] : INFO : Epoch 835 | loss: 0.0309508 | val_loss: 0.0311928 | Time: 2314.06 ms [2020-11-19 14:29:09 main:574] : INFO : Epoch 836 | loss: 0.0309385 | val_loss: 0.0311825 | Time: 2258.53 ms [2020-11-19 14:29:11 main:574] : INFO : Epoch 837 | loss: 0.0309309 | val_loss: 0.0311903 | Time: 2250.65 ms [2020-11-19 14:29:13 main:574] : INFO : Epoch 838 | loss: 0.0309311 | val_loss: 0.0311737 | Time: 2255.53 ms [2020-11-19 14:29:16 main:574] : INFO : Epoch 839 | loss: 0.0309304 | val_loss: 0.0311809 | Time: 2271.3 ms [2020-11-19 14:29:18 main:574] : INFO : Epoch 840 | loss: 0.0309336 | val_loss: 0.0312183 | Time: 2306.65 ms [2020-11-19 14:29:20 main:574] : INFO : Epoch 841 | loss: 0.0309304 | val_loss: 0.0312148 | Time: 2243.14 ms [2020-11-19 14:29:23 main:574] : INFO : Epoch 842 | loss: 0.0309342 | val_loss: 0.0312302 | Time: 2313.68 ms [2020-11-19 14:29:25 main:574] : INFO : Epoch 843 | loss: 0.0309327 | val_loss: 0.0311897 | Time: 2309.74 ms [2020-11-19 14:29:28 main:574] : INFO : Epoch 844 | loss: 0.0309326 | val_loss: 0.0312259 | Time: 2248.99 ms [2020-11-19 14:29:30 main:574] : INFO : Epoch 845 | loss: 0.0309334 | val_loss: 0.0312014 | Time: 2266.56 ms [2020-11-19 14:29:32 main:574] : INFO : Epoch 846 | loss: 0.0309336 | val_loss: 0.0312164 | Time: 2367.87 ms [2020-11-19 14:29:35 main:574] : INFO : Epoch 847 | loss: 0.0309434 | val_loss: 0.0311959 | Time: 2361.82 ms [2020-11-19 14:29:37 main:574] : INFO : Epoch 848 | loss: 0.0309349 | val_loss: 0.031195 | Time: 2279.83 ms [2020-11-19 14:29:39 main:574] : INFO : Epoch 849 | loss: 0.030924 | val_loss: 0.0311837 | Time: 2249.41 ms [2020-11-19 14:29:42 main:574] : INFO : Epoch 850 | loss: 0.0309292 | val_loss: 0.0311923 | Time: 2271.58 ms [2020-11-19 14:29:44 main:574] : INFO : Epoch 851 | loss: 0.0309345 | val_loss: 0.0311755 | Time: 2422.65 ms [2020-11-19 14:29:47 main:574] : INFO : Epoch 852 | loss: 0.0309367 | val_loss: 0.0312058 | Time: 2254.14 ms [2020-11-19 14:29:49 main:574] : INFO : Epoch 853 | loss: 0.0309348 | val_loss: 0.0311756 | Time: 2252.66 ms [2020-11-19 14:29:51 main:574] : INFO : Epoch 854 | loss: 0.0309396 | val_loss: 0.0311677 | Time: 2254.1 ms [2020-11-19 14:29:54 main:574] : INFO : Epoch 855 | loss: 0.0309335 | val_loss: 0.0312111 | Time: 2239.88 ms [2020-11-19 14:29:56 main:574] : INFO : Epoch 856 | loss: 0.0309242 | val_loss: 0.031221 | Time: 2296.31 ms [2020-11-19 14:29:58 main:574] : INFO : Epoch 857 | loss: 0.030924 | val_loss: 0.0312022 | Time: 2257.95 ms [2020-11-19 14:30:01 main:574] : INFO : Epoch 858 | loss: 0.0309325 | val_loss: 0.031183 | Time: 2247.58 ms [2020-11-19 14:30:03 main:574] : INFO : Epoch 859 | loss: 0.0309324 | val_loss: 0.0312044 | Time: 2333.24 ms [2020-11-19 14:30:06 main:574] : INFO : Epoch 860 | loss: 0.0309333 | val_loss: 0.0312079 | Time: 2447.68 ms [2020-11-19 14:30:08 main:574] : INFO : Epoch 861 | loss: 0.030933 | val_loss: 0.0312235 | Time: 2300.03 ms [2020-11-19 14:30:10 main:574] : INFO : Epoch 862 | loss: 0.0309305 | val_loss: 0.0312194 | Time: 2321.35 ms [2020-11-19 14:30:13 main:574] : INFO : Epoch 863 | loss: 0.0309255 | val_loss: 0.0311882 | Time: 2424.29 ms [2020-11-19 14:30:15 main:574] : INFO : Epoch 864 | loss: 0.0309398 | val_loss: 0.0312226 | Time: 2299.17 ms [2020-11-19 14:30:18 main:574] : INFO : Epoch 865 | loss: 0.0309422 | val_loss: 0.0312085 | Time: 2362.44 ms [2020-11-19 14:30:20 main:574] : INFO : Epoch 866 | loss: 0.0309291 | val_loss: 0.031222 | Time: 2253.72 ms [2020-11-19 14:30:22 main:574] : INFO : Epoch 867 | loss: 0.0309308 | val_loss: 0.0312066 | Time: 2261.51 ms [2020-11-19 14:30:25 main:574] : INFO : Epoch 868 | loss: 0.0309401 | val_loss: 0.0311826 | Time: 2359.1 ms [2020-11-19 14:30:27 main:574] : INFO : Epoch 869 | loss: 0.0309347 | val_loss: 0.0312102 | Time: 2270.48 ms [2020-11-19 14:30:29 main:574] : INFO : Epoch 870 | loss: 0.0309303 | val_loss: 0.0312192 | Time: 2285.25 ms [2020-11-19 14:30:32 main:574] : INFO : Epoch 871 | loss: 0.0309414 | val_loss: 0.0312259 | Time: 2278.85 ms [2020-11-19 14:30:34 main:574] : INFO : Epoch 872 | loss: 0.0309324 | val_loss: 0.0311998 | Time: 2273.8 ms [2020-11-19 14:30:36 main:574] : INFO : Epoch 873 | loss: 0.0309292 | val_loss: 0.0311797 | Time: 2251.95 ms [2020-11-19 14:30:39 main:574] : INFO : Epoch 874 | loss: 0.0309351 | val_loss: 0.0312433 | Time: 2322.01 ms [2020-11-19 14:30:41 main:574] : INFO : Epoch 875 | loss: 0.0309358 | val_loss: 0.0312142 | Time: 2261.16 ms [2020-11-19 14:30:44 main:574] : INFO : Epoch 876 | loss: 0.0309336 | val_loss: 0.0311958 | Time: 2382.84 ms [2020-11-19 14:30:46 main:574] : INFO : Epoch 877 | loss: 0.030932 | val_loss: 0.0311769 | Time: 2247.71 ms [2020-11-19 14:30:48 main:574] : INFO : Epoch 878 | loss: 0.03093 | val_loss: 0.0311897 | Time: 2241.63 ms [2020-11-19 14:30:51 main:574] : INFO : Epoch 879 | loss: 0.0309321 | val_loss: 0.0312016 | Time: 2333.7 ms [2020-11-19 14:30:53 main:574] : INFO : Epoch 880 | loss: 0.0309288 | val_loss: 0.0312147 | Time: 2278.4 ms [2020-11-19 14:30:55 main:574] : INFO : Epoch 881 | loss: 0.0309267 | val_loss: 0.0311828 | Time: 2272.87 ms [2020-11-19 14:30:58 main:574] : INFO : Epoch 882 | loss: 0.0309298 | val_loss: 0.0312058 | Time: 2280.69 ms [2020-11-19 14:31:00 main:574] : INFO : Epoch 883 | loss: 0.0309232 | val_loss: 0.0311917 | Time: 2429.08 ms [2020-11-19 14:31:03 main:574] : INFO : Epoch 884 | loss: 0.030925 | val_loss: 0.0311802 | Time: 2268.86 ms [2020-11-19 14:31:05 main:574] : INFO : Epoch 885 | loss: 0.0309328 | val_loss: 0.031193 | Time: 2316.18 ms [2020-11-19 14:31:07 main:574] : INFO : Epoch 886 | loss: 0.0309457 | val_loss: 0.0312029 | Time: 2243.41 ms [2020-11-19 14:31:10 main:574] : INFO : Epoch 887 | loss: 0.0309359 | val_loss: 0.0312111 | Time: 2247.31 ms [2020-11-19 14:31:12 main:574] : INFO : Epoch 888 | loss: 0.0309406 | val_loss: 0.0311814 | Time: 2249.26 ms [2020-11-19 14:31:14 main:574] : INFO : Epoch 889 | loss: 0.0309362 | val_loss: 0.0311904 | Time: 2255.72 ms [2020-11-19 14:31:17 main:574] : INFO : Epoch 890 | loss: 0.0309284 | val_loss: 0.0312067 | Time: 2267.74 ms [2020-11-19 14:31:19 main:574] : INFO : Epoch 891 | loss: 0.030932 | val_loss: 0.0311903 | Time: 2271.75 ms [2020-11-19 14:31:21 main:574] : INFO : Epoch 892 | loss: 0.0309277 | val_loss: 0.0312097 | Time: 2306.79 ms [2020-11-19 14:31:24 main:574] : INFO : Epoch 893 | loss: 0.0309216 | val_loss: 0.0312102 | Time: 2321.03 ms [2020-11-19 14:31:26 main:574] : INFO : Epoch 894 | loss: 0.0309343 | val_loss: 0.0311867 | Time: 2333.5 ms [2020-11-19 14:31:29 main:574] : INFO : Epoch 895 | loss: 0.0309578 | val_loss: 0.0311702 | Time: 2269.2 ms [2020-11-19 14:31:31 main:574] : INFO : Epoch 896 | loss: 0.0309351 | val_loss: 0.0311984 | Time: 2423.78 ms [2020-11-19 14:31:33 main:574] : INFO : Epoch 897 | loss: 0.030928 | val_loss: 0.031211 | Time: 2266.93 ms [2020-11-19 14:31:36 main:574] : INFO : Epoch 898 | loss: 0.0309382 | val_loss: 0.031224 | Time: 2278.38 ms [2020-11-19 14:31:38 main:574] : INFO : Epoch 899 | loss: 0.0309322 | val_loss: 0.0312001 | Time: 2298.79 ms [2020-11-19 14:31:41 main:574] : INFO : Epoch 900 | loss: 0.0309236 | val_loss: 0.031196 | Time: 2293.82 ms [2020-11-19 14:31:43 main:574] : INFO : Epoch 901 | loss: 0.0309243 | val_loss: 0.0311893 | Time: 2253.56 ms [2020-11-19 14:31:45 main:574] : INFO : Epoch 902 | loss: 0.0309276 | val_loss: 0.031252 | Time: 2278.24 ms [2020-11-19 14:31:48 main:574] : INFO : Epoch 903 | loss: 0.0309307 | val_loss: 0.0312055 | Time: 2451.38 ms [2020-11-19 14:31:50 main:574] : INFO : Epoch 904 | loss: 0.0309381 | val_loss: 0.0312062 | Time: 2288.43 ms [2020-11-19 14:31:53 main:574] : INFO : Epoch 905 | loss: 0.0309435 | val_loss: 0.0311686 | Time: 2323.18 ms [2020-11-19 14:31:55 main:574] : INFO : Epoch 906 | loss: 0.0309491 | val_loss: 0.0311607 | Time: 2305.33 ms [2020-11-19 14:31:57 main:574] : INFO : Epoch 907 | loss: 0.0309361 | val_loss: 0.0312027 | Time: 2242.97 ms [2020-11-19 14:32:00 main:574] : INFO : Epoch 908 | loss: 0.0309292 | val_loss: 0.0312148 | Time: 2273.48 ms [2020-11-19 14:32:02 main:574] : INFO : Epoch 909 | loss: 0.0309399 | val_loss: 0.0311946 | Time: 2285.29 ms [2020-11-19 14:32:04 main:574] : INFO : Epoch 910 | loss: 0.030958 | val_loss: 0.0312037 | Time: 2251.55 ms [2020-11-19 14:32:07 main:574] : INFO : Epoch 911 | loss: 0.0309551 | val_loss: 0.0311682 | Time: 2335.98 ms [2020-11-19 14:32:09 main:574] : INFO : Epoch 912 | loss: 0.0309323 | val_loss: 0.0312096 | Time: 2269.98 ms [2020-11-19 14:32:11 main:574] : INFO : Epoch 913 | loss: 0.0309304 | val_loss: 0.0311986 | Time: 2289.31 ms [2020-11-19 14:32:14 main:574] : INFO : Epoch 914 | loss: 0.0309259 | val_loss: 0.0311935 | Time: 2449.33 ms [2020-11-19 14:32:16 main:574] : INFO : Epoch 915 | loss: 0.0309344 | val_loss: 0.0311895 | Time: 2255.99 ms [2020-11-19 14:32:19 main:574] : INFO : Epoch 916 | loss: 0.0309316 | val_loss: 0.0311996 | Time: 2249.52 ms [2020-11-19 14:32:21 main:574] : INFO : Epoch 917 | loss: 0.0309292 | val_loss: 0.0312218 | Time: 2279.58 ms [2020-11-19 14:32:24 main:574] : INFO : Epoch 918 | loss: 0.0309444 | val_loss: 0.0311923 | Time: 2288.62 ms [2020-11-19 14:32:26 main:574] : INFO : Epoch 919 | loss: 0.0309498 | val_loss: 0.0311722 | Time: 2292.23 ms [2020-11-19 14:32:28 main:574] : INFO : Epoch 920 | loss: 0.030937 | val_loss: 0.031206 | Time: 2245.83 ms [2020-11-19 14:32:31 main:574] : INFO : Epoch 921 | loss: 0.0309262 | val_loss: 0.0312069 | Time: 2280.32 ms [2020-11-19 14:32:33 main:574] : INFO : Epoch 922 | loss: 0.0309246 | val_loss: 0.0312072 | Time: 2319.87 ms [2020-11-19 14:32:35 main:574] : INFO : Epoch 923 | loss: 0.0309325 | val_loss: 0.0312046 | Time: 2256.76 ms [2020-11-19 14:32:38 main:574] : INFO : Epoch 924 | loss: 0.0309377 | val_loss: 0.0311987 | Time: 2408.95 ms [2020-11-19 14:32:40 main:574] : INFO : Epoch 925 | loss: 0.0309354 | val_loss: 0.0312213 | Time: 2312.68 ms [2020-11-19 14:32:43 main:574] : INFO : Epoch 926 | loss: 0.0309368 | val_loss: 0.0311888 | Time: 2262.89 ms [2020-11-19 14:32:45 main:574] : INFO : Epoch 927 | loss: 0.0309288 | val_loss: 0.0311964 | Time: 2302.8 ms [2020-11-19 14:32:47 main:574] : INFO : Epoch 928 | loss: 0.030929 | val_loss: 0.0312045 | Time: 2298.22 ms [2020-11-19 14:32:50 main:574] : INFO : Epoch 929 | loss: 0.0309368 | val_loss: 0.0311798 | Time: 2272.26 ms [2020-11-19 14:32:52 main:574] : INFO : Epoch 930 | loss: 0.0309376 | val_loss: 0.0311843 | Time: 2343.95 ms [2020-11-19 14:32:55 main:574] : INFO : Epoch 931 | loss: 0.030935 | val_loss: 0.0311885 | Time: 2262.54 ms [2020-11-19 14:32:57 main:574] : INFO : Epoch 932 | loss: 0.0309306 | val_loss: 0.0311886 | Time: 2422.14 ms [2020-11-19 14:32:59 main:574] : INFO : Epoch 933 | loss: 0.0309351 | val_loss: 0.031196 | Time: 2247.49 ms [2020-11-19 14:33:02 main:574] : INFO : Epoch 934 | loss: 0.0309413 | val_loss: 0.0311848 | Time: 2262.31 ms [2020-11-19 14:33:04 main:574] : INFO : Epoch 935 | loss: 0.0309428 | val_loss: 0.0311806 | Time: 2246.37 ms [2020-11-19 14:33:06 main:574] : INFO : Epoch 936 | loss: 0.0309451 | val_loss: 0.0311795 | Time: 2385.62 ms [2020-11-19 14:33:09 main:574] : INFO : Epoch 937 | loss: 0.0309373 | val_loss: 0.0312088 | Time: 2259.25 ms [2020-11-19 14:33:11 main:574] : INFO : Epoch 938 | loss: 0.030935 | val_loss: 0.0311945 | Time: 2256.35 ms [2020-11-19 14:33:13 main:574] : INFO : Epoch 939 | loss: 0.0309305 | val_loss: 0.031203 | Time: 2274.98 ms [2020-11-19 14:33:16 main:574] : INFO : Epoch 940 | loss: 0.0309417 | val_loss: 0.0311787 | Time: 2325.24 ms [2020-11-19 14:33:18 main:574] : INFO : Epoch 941 | loss: 0.0309361 | val_loss: 0.0311627 | Time: 2332.36 ms [2020-11-19 14:33:21 main:574] : INFO : Epoch 942 | loss: 0.0309482 | val_loss: 0.0312052 | Time: 2257.07 ms [2020-11-19 14:33:23 main:574] : INFO : Epoch 943 | loss: 0.0309288 | val_loss: 0.0311759 | Time: 2273.38 ms [2020-11-19 14:33:25 main:574] : INFO : Epoch 944 | loss: 0.0309237 | val_loss: 0.0312082 | Time: 2297.91 ms [2020-11-19 14:33:28 main:574] : INFO : Epoch 945 | loss: 0.0309403 | val_loss: 0.0311972 | Time: 2270.1 ms [2020-11-19 14:33:30 main:574] : INFO : Epoch 946 | loss: 0.030943 | val_loss: 0.0311961 | Time: 2288.87 ms [2020-11-19 14:33:32 main:574] : INFO : Epoch 947 | loss: 0.0309474 | val_loss: 0.031228 | Time: 2332.52 ms [2020-11-19 14:33:35 main:574] : INFO : Epoch 948 | loss: 0.0309389 | val_loss: 0.0311931 | Time: 2249.61 ms [2020-11-19 14:33:37 main:574] : INFO : Epoch 949 | loss: 0.0309365 | val_loss: 0.0311971 | Time: 2362.49 ms [2020-11-19 14:33:40 main:574] : INFO : Epoch 950 | loss: 0.0309253 | val_loss: 0.031195 | Time: 2336.39 ms [2020-11-19 14:33:42 main:574] : INFO : Epoch 951 | loss: 0.0309277 | val_loss: 0.0312062 | Time: 2260.15 ms [2020-11-19 14:33:44 main:574] : INFO : Epoch 952 | loss: 0.0309261 | val_loss: 0.0312169 | Time: 2253.88 ms [2020-11-19 14:33:47 main:574] : INFO : Epoch 953 | loss: 0.030928 | val_loss: 0.0311812 | Time: 2290.72 ms [2020-11-19 14:33:49 main:574] : INFO : Epoch 954 | loss: 0.0309296 | val_loss: 0.0312053 | Time: 2253.14 ms [2020-11-19 14:33:51 main:574] : INFO : Epoch 955 | loss: 0.03095 | val_loss: 0.0311952 | Time: 2328.88 ms [2020-11-19 14:33:54 main:574] : INFO : Epoch 956 | loss: 0.0309369 | val_loss: 0.0311824 | Time: 2363.78 ms [2020-11-19 14:33:56 main:574] : INFO : Epoch 957 | loss: 0.0309262 | val_loss: 0.0312094 | Time: 2249.28 ms [2020-11-19 14:33:58 main:574] : INFO : Epoch 958 | loss: 0.0309304 | val_loss: 0.0312111 | Time: 2252.3 ms [2020-11-19 14:34:01 main:574] : INFO : Epoch 959 | loss: 0.0309425 | val_loss: 0.0311819 | Time: 2290.8 ms [2020-11-19 14:34:03 main:574] : INFO : Epoch 960 | loss: 0.0309446 | val_loss: 0.0311776 | Time: 2301.67 ms [2020-11-19 14:34:06 main:574] : INFO : Epoch 961 | loss: 0.0309374 | val_loss: 0.0311827 | Time: 2279.67 ms [2020-11-19 14:34:08 main:574] : INFO : Epoch 962 | loss: 0.0309289 | val_loss: 0.0312308 | Time: 2283.67 ms [2020-11-19 14:34:10 main:574] : INFO : Epoch 963 | loss: 0.0309275 | val_loss: 0.0312244 | Time: 2259.72 ms [2020-11-19 14:34:13 main:574] : INFO : Epoch 964 | loss: 0.0309317 | val_loss: 0.0312004 | Time: 2349.23 ms [2020-11-19 14:34:15 main:574] : INFO : Epoch 965 | loss: 0.0309288 | val_loss: 0.0312281 | Time: 2329.12 ms [2020-11-19 14:34:18 main:574] : INFO : Epoch 966 | loss: 0.0309287 | val_loss: 0.0311834 | Time: 2263.57 ms [2020-11-19 14:34:20 main:574] : INFO : Epoch 967 | loss: 0.0309269 | val_loss: 0.0312 | Time: 2289.94 ms [2020-11-19 14:34:22 main:574] : INFO : Epoch 968 | loss: 0.0309273 | val_loss: 0.0312021 | Time: 2271.03 ms [2020-11-19 14:34:25 main:574] : INFO : Epoch 969 | loss: 0.03093 | val_loss: 0.0311853 | Time: 2457.61 ms [2020-11-19 14:34:28 main:574] : INFO : Epoch 970 | loss: 0.0309304 | val_loss: 0.0312094 | Time: 2604.82 ms [2020-11-19 14:34:30 main:574] : INFO : Epoch 971 | loss: 0.0309295 | val_loss: 0.0311988 | Time: 2293.04 ms [2020-11-19 14:34:32 main:574] : INFO : Epoch 972 | loss: 0.030928 | val_loss: 0.0311779 | Time: 2257.66 ms [2020-11-19 14:34:35 main:574] : INFO : Epoch 973 | loss: 0.0309286 | val_loss: 0.0311818 | Time: 2400.77 ms [2020-11-19 14:34:37 main:574] : INFO : Epoch 974 | loss: 0.0309405 | val_loss: 0.0312365 | Time: 2402.89 ms [2020-11-19 14:34:40 main:574] : INFO : Epoch 975 | loss: 0.0309338 | val_loss: 0.0312188 | Time: 2253.86 ms [2020-11-19 14:34:42 main:574] : INFO : Epoch 976 | loss: 0.0309288 | val_loss: 0.031203 | Time: 2291.84 ms [2020-11-19 14:34:44 main:574] : INFO : Epoch 977 | loss: 0.0309443 | val_loss: 0.0312269 | Time: 2266.25 ms [2020-11-19 14:34:47 main:574] : INFO : Epoch 978 | loss: 0.0309496 | val_loss: 0.031194 | Time: 2262.74 ms [2020-11-19 14:34:49 main:574] : INFO : Epoch 979 | loss: 0.030942 | val_loss: 0.031175 | Time: 2282.53 ms [2020-11-19 14:34:51 main:574] : INFO : Epoch 980 | loss: 0.0309365 | val_loss: 0.0312064 | Time: 2321.55 ms [2020-11-19 14:34:54 main:574] : INFO : Epoch 981 | loss: 0.0309269 | val_loss: 0.0311873 | Time: 2290.54 ms [2020-11-19 14:34:56 main:574] : INFO : Epoch 982 | loss: 0.0309227 | val_loss: 0.0311968 | Time: 2337.14 ms [2020-11-19 14:34:59 main:574] : INFO : Epoch 983 | loss: 0.0309428 | val_loss: 0.0311775 | Time: 2261.64 ms [2020-11-19 14:35:01 main:574] : INFO : Epoch 984 | loss: 0.0309331 | val_loss: 0.0311902 | Time: 2326.93 ms [2020-11-19 14:35:03 main:574] : INFO : Epoch 985 | loss: 0.0309259 | val_loss: 0.0312006 | Time: 2241.12 ms [2020-11-19 14:35:06 main:574] : INFO : Epoch 986 | loss: 0.0309354 | val_loss: 0.0311985 | Time: 2271.07 ms [2020-11-19 14:35:08 main:574] : INFO : Epoch 987 | loss: 0.0309416 | val_loss: 0.0312066 | Time: 2533.58 ms [2020-11-19 14:35:11 main:574] : INFO : Epoch 988 | loss: 0.0309303 | val_loss: 0.0312006 | Time: 2261.78 ms [2020-11-19 14:35:13 main:574] : INFO : Epoch 989 | loss: 0.0309262 | val_loss: 0.0311855 | Time: 2319.09 ms [2020-11-19 14:35:15 main:574] : INFO : Epoch 990 | loss: 0.0309291 | val_loss: 0.0312248 | Time: 2294.3 ms [2020-11-19 14:35:18 main:574] : INFO : Epoch 991 | loss: 0.0309377 | val_loss: 0.0312292 | Time: 2298.27 ms [2020-11-19 14:35:20 main:574] : INFO : Epoch 992 | loss: 0.0309247 | val_loss: 0.0312078 | Time: 2366.59 ms [2020-11-19 14:35:23 main:574] : INFO : Epoch 993 | loss: 0.0309246 | val_loss: 0.0312108 | Time: 2265.52 ms [2020-11-19 14:35:25 main:574] : INFO : Epoch 994 | loss: 0.0309232 | val_loss: 0.0312155 | Time: 2294.44 ms [2020-11-19 14:35:27 main:574] : INFO : Epoch 995 | loss: 0.030929 | val_loss: 0.0312275 | Time: 2396.12 ms [2020-11-19 14:35:30 main:574] : INFO : Epoch 996 | loss: 0.0309332 | val_loss: 0.0312116 | Time: 2308.51 ms [2020-11-19 14:35:32 main:574] : INFO : Epoch 997 | loss: 0.0309385 | val_loss: 0.03121 | Time: 2336.54 ms [2020-11-19 14:35:35 main:574] : INFO : Epoch 998 | loss: 0.0309321 | val_loss: 0.0311947 | Time: 2496.75 ms [2020-11-19 14:35:37 main:574] : INFO : Epoch 999 | loss: 0.0309281 | val_loss: 0.0312125 | Time: 2252.5 ms [2020-11-19 14:35:39 main:574] : INFO : Epoch 1000 | loss: 0.0309255 | val_loss: 0.0311959 | Time: 2290.99 ms [2020-11-19 14:35:42 main:574] : INFO : Epoch 1001 | loss: 0.030938 | val_loss: 0.0312136 | Time: 2252.97 ms [2020-11-19 14:35:44 main:574] : INFO : Epoch 1002 | loss: 0.0309296 | val_loss: 0.031209 | Time: 2280.93 ms [2020-11-19 14:35:47 main:574] : INFO : Epoch 1003 | loss: 0.0309213 | val_loss: 0.0312088 | Time: 2296.8 ms [2020-11-19 14:35:49 main:574] : INFO : Epoch 1004 | loss: 0.0309243 | val_loss: 0.0311862 | Time: 2267.07 ms [2020-11-19 14:35:51 main:574] : INFO : Epoch 1005 | loss: 0.0309315 | val_loss: 0.0312141 | Time: 2329.71 ms [2020-11-19 14:35:54 main:574] : INFO : Epoch 1006 | loss: 0.0309413 | val_loss: 0.0311848 | Time: 2275.24 ms [2020-11-19 14:35:56 main:574] : INFO : Epoch 1007 | loss: 0.0309306 | val_loss: 0.0312073 | Time: 2279.81 ms [2020-11-19 14:35:58 main:574] : INFO : Epoch 1008 | loss: 0.0309325 | val_loss: 0.031179 | Time: 2316.99 ms [2020-11-19 14:36:01 main:574] : INFO : Epoch 1009 | loss: 0.0309406 | val_loss: 0.0312095 | Time: 2292.08 ms [2020-11-19 14:36:03 main:574] : INFO : Epoch 1010 | loss: 0.0309422 | val_loss: 0.0312001 | Time: 2311.78 ms [2020-11-19 14:36:05 main:574] : INFO : Epoch 1011 | loss: 0.0309333 | val_loss: 0.0312037 | Time: 2272.05 ms [2020-11-19 14:36:08 main:574] : INFO : Epoch 1012 | loss: 0.030929 | val_loss: 0.0311763 | Time: 2325.27 ms [2020-11-19 14:36:10 main:574] : INFO : Epoch 1013 | loss: 0.0309329 | val_loss: 0.0312047 | Time: 2364.63 ms [2020-11-19 14:36:13 main:574] : INFO : Epoch 1014 | loss: 0.0309413 | val_loss: 0.0312117 | Time: 2259.06 ms [2020-11-19 14:36:15 main:574] : INFO : Epoch 1015 | loss: 0.0309433 | val_loss: 0.0312272 | Time: 2283.67 ms [2020-11-19 14:36:17 main:574] : INFO : Epoch 1016 | loss: 0.030934 | val_loss: 0.0312029 | Time: 2304.89 ms [2020-11-19 14:36:20 main:574] : INFO : Epoch 1017 | loss: 0.0309347 | val_loss: 0.0312028 | Time: 2248.53 ms [2020-11-19 14:36:22 main:574] : INFO : Epoch 1018 | loss: 0.0309337 | val_loss: 0.0312162 | Time: 2283.55 ms [2020-11-19 14:36:24 main:574] : INFO : Epoch 1019 | loss: 0.0309296 | val_loss: 0.0312067 | Time: 2360.67 ms [2020-11-19 14:36:27 main:574] : INFO : Epoch 1020 | loss: 0.0309203 | val_loss: 0.031193 | Time: 2255.87 ms [2020-11-19 14:36:29 main:574] : INFO : Epoch 1021 | loss: 0.0309191 | val_loss: 0.0311874 | Time: 2280.48 ms [2020-11-19 14:36:32 main:574] : INFO : Epoch 1022 | loss: 0.0309275 | val_loss: 0.0312063 | Time: 2497.35 ms [2020-11-19 14:36:34 main:574] : INFO : Epoch 1023 | loss: 0.0309211 | val_loss: 0.0312177 | Time: 2301.93 ms [2020-11-19 14:36:37 main:574] : INFO : Epoch 1024 | loss: 0.0309296 | val_loss: 0.0312036 | Time: 2287.33 ms [2020-11-19 14:36:37 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312036 [2020-11-19 14:36:37 main:603] : INFO : Saving end state to config to file [2020-11-19 14:36:37 main:608] : INFO : Success, exiting.. 14:36:37 (22624): 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)