Task 3764756
| Name | ParityMachine-1605152067-24370-13_1 |
| Workunit | 1844937 |
| Created | 22 Jan 2021, 5:27:49 UTC |
| Sent | 22 Jan 2021, 6:12:45 UTC |
| Report deadline | 29 Jan 2021, 6:12:45 UTC |
| Received | 22 Jan 2021, 7:43:54 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2875 |
| Run time | 45 min 1 sec |
| CPU time | 39 min 45 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 8,879.87 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> 50861 | Time: 2681.4 ms [2021-01-21 22:46:35 main:574] : INFO : Epoch 525 | loss: 0.000761368 | val_loss: 0.000756322 | Time: 2617.23 ms [2021-01-21 22:46:37 main:574] : INFO : Epoch 526 | loss: 0.000735727 | val_loss: 0.000677766 | Time: 2552.4 ms [2021-01-21 22:46:40 main:574] : INFO : Epoch 527 | loss: 0.000683805 | val_loss: 0.000671191 | Time: 2659.41 ms [2021-01-21 22:46:43 main:574] : INFO : Epoch 528 | loss: 0.000754818 | val_loss: 0.000660141 | Time: 2622.67 ms [2021-01-21 22:46:45 main:574] : INFO : Epoch 529 | loss: 0.000808639 | val_loss: 0.000830814 | Time: 2612.97 ms [2021-01-21 22:46:48 main:574] : INFO : Epoch 530 | loss: 0.00141596 | val_loss: 0.00168162 | Time: 2575 ms [2021-01-21 22:46:51 main:574] : INFO : Epoch 531 | loss: 0.00164515 | val_loss: 0.00156127 | Time: 2601.4 ms [2021-01-21 22:46:53 main:574] : INFO : Epoch 532 | loss: 0.00151305 | val_loss: 0.00132438 | Time: 2599.22 ms [2021-01-21 22:46:56 main:574] : INFO : Epoch 533 | loss: 0.00139969 | val_loss: 0.00162966 | Time: 2604.91 ms [2021-01-21 22:46:58 main:574] : INFO : Epoch 534 | loss: 0.00221677 | val_loss: 0.00612109 | Time: 2572.69 ms [2021-01-21 22:47:01 main:574] : INFO : Epoch 535 | loss: 0.00572451 | val_loss: 0.00319843 | Time: 2560.84 ms [2021-01-21 22:47:04 main:574] : INFO : Epoch 536 | loss: 0.00276948 | val_loss: 0.00236404 | Time: 2577.3 ms [2021-01-21 22:47:06 main:574] : INFO : Epoch 537 | loss: 0.00210097 | val_loss: 0.00190606 | Time: 2564.27 ms [2021-01-21 22:47:09 main:574] : INFO : Epoch 538 | loss: 0.00187953 | val_loss: 0.00189947 | Time: 2629.32 ms [2021-01-21 22:47:12 main:574] : INFO : Epoch 539 | loss: 0.00178344 | val_loss: 0.0015988 | Time: 2639.83 ms [2021-01-21 22:47:14 main:574] : INFO : Epoch 540 | loss: 0.00158336 | val_loss: 0.0015339 | Time: 2552.95 ms [2021-01-21 22:47:17 main:574] : INFO : Epoch 541 | loss: 0.00151229 | val_loss: 0.00148515 | Time: 2584.34 ms [2021-01-21 22:47:19 main:574] : INFO : Epoch 542 | loss: 0.00152737 | val_loss: 0.00156114 | Time: 2578.99 ms [2021-01-21 22:47:22 main:574] : INFO : Epoch 543 | loss: 0.00155149 | val_loss: 0.00154512 | Time: 2609.68 ms [2021-01-21 22:47:25 main:574] : INFO : Epoch 544 | loss: 0.00155712 | val_loss: 0.00154035 | Time: 2627.68 ms [2021-01-21 22:47:27 main:574] : INFO : Epoch 545 | loss: 0.00153579 | val_loss: 0.00151896 | Time: 2597.42 ms [2021-01-21 22:47:30 main:574] : INFO : Epoch 546 | loss: 0.00154328 | val_loss: 0.00150176 | Time: 2549.79 ms [2021-01-21 22:47:32 main:574] : INFO : Epoch 547 | loss: 0.0015233 | val_loss: 0.00152214 | Time: 2623.41 ms [2021-01-21 22:47:35 main:574] : INFO : Epoch 548 | loss: 0.00152621 | val_loss: 0.0015075 | Time: 2664.04 ms [2021-01-21 22:47:38 main:574] : INFO : Epoch 549 | loss: 0.00150795 | val_loss: 0.00145037 | Time: 2654.32 ms [2021-01-21 22:47:40 main:574] : INFO : Epoch 550 | loss: 0.00135439 | val_loss: 0.00129863 | Time: 2557.08 ms [2021-01-21 22:47:43 main:574] : INFO : Epoch 551 | loss: 0.00130885 | val_loss: 0.00127245 | Time: 2570.85 ms [2021-01-21 22:47:46 main:574] : INFO : Epoch 552 | loss: 0.00127757 | val_loss: 0.00125321 | Time: 2622.52 ms [2021-01-21 22:47:48 main:574] : INFO : Epoch 553 | loss: 0.00126901 | val_loss: 0.0012656 | Time: 2605.86 ms [2021-01-21 22:47:51 main:574] : INFO : Epoch 554 | loss: 0.00131345 | val_loss: 0.00135181 | Time: 2678.07 ms [2021-01-21 22:47:54 main:574] : INFO : Epoch 555 | loss: 0.0013928 | val_loss: 0.00136402 | Time: 2653.42 ms [2021-01-21 22:47:56 main:574] : INFO : Epoch 556 | loss: 0.00142083 | val_loss: 0.00140406 | Time: 2618.76 ms [2021-01-21 22:47:59 main:574] : INFO : Epoch 557 | loss: 0.00142186 | val_loss: 0.00138087 | Time: 2508.9 ms [2021-01-21 22:48:02 main:574] : INFO : Epoch 558 | loss: 0.00143746 | val_loss: 0.00156348 | Time: 2506.74 ms [2021-01-21 22:48:04 main:574] : INFO : Epoch 559 | loss: 0.00141477 | val_loss: 0.00123897 | Time: 2557.37 ms [2021-01-21 22:48:07 main:574] : INFO : Epoch 560 | loss: 0.00122583 | val_loss: 0.00114072 | Time: 2667.76 ms [2021-01-21 22:48:09 main:574] : INFO : Epoch 561 | loss: 0.00119845 | val_loss: 0.00118328 | Time: 2599.5 ms [2021-01-21 22:48:12 main:574] : INFO : Epoch 562 | loss: 0.00127269 | val_loss: 0.00146597 | Time: 2614.31 ms [2021-01-21 22:48:15 main:574] : INFO : Epoch 563 | loss: 0.00132859 | val_loss: 0.001261 | Time: 2543.29 ms [2021-01-21 22:48:17 main:574] : INFO : Epoch 564 | loss: 0.00123409 | val_loss: 0.00118076 | Time: 2657.67 ms [2021-01-21 22:48:20 main:574] : INFO : Epoch 565 | loss: 0.00118079 | val_loss: 0.0011367 | Time: 2680.75 ms [2021-01-21 22:48:23 main:574] : INFO : Epoch 566 | loss: 0.00116939 | val_loss: 0.00112689 | Time: 2623.31 ms [2021-01-21 22:48:25 main:574] : INFO : Epoch 567 | loss: 0.00113624 | val_loss: 0.00109388 | Time: 2591.35 ms [2021-01-21 22:48:28 main:574] : INFO : Epoch 568 | loss: 0.00113975 | val_loss: 0.00112048 | Time: 2605.01 ms [2021-01-21 22:48:31 main:574] : INFO : Epoch 569 | loss: 0.00113331 | val_loss: 0.00109065 | Time: 2615.74 ms [2021-01-21 22:48:33 main:574] : INFO : Epoch 570 | loss: 0.00111169 | val_loss: 0.00107429 | Time: 2550.54 ms [2021-01-21 22:48:36 main:574] : INFO : Epoch 571 | loss: 0.00110144 | val_loss: 0.00106907 | Time: 2516.71 ms [2021-01-21 22:48:39 main:574] : INFO : Epoch 572 | loss: 0.00109667 | val_loss: 0.0010787 | Time: 2612.89 ms [2021-01-21 22:48:41 main:574] : INFO : Epoch 573 | loss: 0.00111225 | val_loss: 0.00107786 | Time: 2553.51 ms [2021-01-21 22:48:44 main:574] : INFO : Epoch 574 | loss: 0.00110296 | val_loss: 0.00105396 | Time: 2596.47 ms [2021-01-21 22:48:46 main:574] : INFO : Epoch 575 | loss: 0.00108606 | val_loss: 0.00104445 | Time: 2594.57 ms [2021-01-21 22:48:49 main:574] : INFO : Epoch 576 | loss: 0.00107732 | val_loss: 0.00104369 | Time: 2568.09 ms [2021-01-21 22:48:52 main:574] : INFO : Epoch 577 | loss: 0.0010765 | val_loss: 0.00103792 | Time: 2576.79 ms [2021-01-21 22:48:54 main:574] : INFO : Epoch 578 | loss: 0.00108208 | val_loss: 0.00106437 | Time: 2575.97 ms [2021-01-21 22:48:57 main:574] : INFO : Epoch 579 | loss: 0.00108999 | val_loss: 0.00107018 | Time: 2556.58 ms [2021-01-21 22:48:59 main:574] : INFO : Epoch 580 | loss: 0.00108206 | val_loss: 0.00105106 | Time: 2539.26 ms [2021-01-21 22:49:02 main:574] : INFO : Epoch 581 | loss: 0.00107204 | val_loss: 0.00103925 | Time: 2649.58 ms [2021-01-21 22:49:05 main:574] : INFO : Epoch 582 | loss: 0.00106338 | val_loss: 0.00103063 | Time: 2511.57 ms [2021-01-21 22:49:07 main:574] : INFO : Epoch 583 | loss: 0.00106196 | val_loss: 0.00103266 | Time: 2592.98 ms [2021-01-21 22:49:10 main:574] : INFO : Epoch 584 | loss: 0.00105757 | val_loss: 0.00102355 | Time: 2601.41 ms [2021-01-21 22:49:13 main:574] : INFO : Epoch 585 | loss: 0.00105229 | val_loss: 0.00101703 | Time: 2574.06 ms [2021-01-21 22:49:15 main:574] : INFO : Epoch 586 | loss: 0.00105703 | val_loss: 0.00102855 | Time: 2593.1 ms [2021-01-21 22:49:18 main:574] : INFO : Epoch 587 | loss: 0.00105235 | val_loss: 0.00102221 | Time: 2600.14 ms [2021-01-21 22:49:21 main:574] : INFO : Epoch 588 | loss: 0.00105119 | val_loss: 0.00102029 | Time: 2615.79 ms [2021-01-21 22:49:23 main:574] : INFO : Epoch 589 | loss: 0.00105846 | val_loss: 0.0010334 | Time: 2627.11 ms [2021-01-21 22:49:26 main:574] : INFO : Epoch 590 | loss: 0.00104904 | val_loss: 0.00101243 | Time: 2517.99 ms [2021-01-21 22:49:28 main:574] : INFO : Epoch 591 | loss: 0.00105532 | val_loss: 0.00103512 | Time: 2601.25 ms [2021-01-21 22:49:31 main:574] : INFO : Epoch 592 | loss: 0.00106203 | val_loss: 0.00103059 | Time: 2558.48 ms [2021-01-21 22:49:34 main:574] : INFO : Epoch 593 | loss: 0.00105258 | val_loss: 0.0010068 | Time: 2549.41 ms [2021-01-21 22:49:36 main:574] : INFO : Epoch 594 | loss: 0.00103733 | val_loss: 0.00100416 | Time: 2486.54 ms [2021-01-21 22:49:39 main:574] : INFO : Epoch 595 | loss: 0.00103874 | val_loss: 0.00100002 | Time: 2562.17 ms [2021-01-21 22:49:41 main:574] : INFO : Epoch 596 | loss: 0.00103704 | val_loss: 0.00100212 | Time: 2579.9 ms [2021-01-21 22:49:44 main:574] : INFO : Epoch 597 | loss: 0.00104059 | val_loss: 0.00101035 | Time: 2606.23 ms [2021-01-21 22:49:47 main:574] : INFO : Epoch 598 | loss: 0.00103581 | val_loss: 0.000995503 | Time: 2624.05 ms [2021-01-21 22:49:49 main:574] : INFO : Epoch 599 | loss: 0.00105839 | val_loss: 0.00106815 | Time: 2517.38 ms [2021-01-21 22:49:52 main:574] : INFO : Epoch 600 | loss: 0.0011026 | val_loss: 0.000940031 | Time: 2528.99 ms [2021-01-21 22:49:54 main:574] : INFO : Epoch 601 | loss: 0.00125293 | val_loss: 0.000410769 | Time: 2532.32 ms [2021-01-21 22:49:57 main:574] : INFO : Epoch 602 | loss: 0.000343233 | val_loss: 0.000289688 | Time: 2610.37 ms [2021-01-21 22:50:00 main:574] : INFO : Epoch 603 | loss: 0.000297427 | val_loss: 0.000278633 | Time: 2607.37 ms [2021-01-21 22:50:02 main:574] : INFO : Epoch 604 | loss: 0.000291145 | val_loss: 0.000273472 | Time: 2521.74 ms [2021-01-21 22:50:05 main:574] : INFO : Epoch 605 | loss: 0.000287982 | val_loss: 0.000271885 | Time: 2630.15 ms [2021-01-21 22:50:08 main:574] : INFO : Epoch 606 | loss: 0.000286702 | val_loss: 0.000271094 | Time: 2540.2 ms [2021-01-21 22:50:10 main:574] : INFO : Epoch 607 | loss: 0.000285963 | val_loss: 0.000270666 | Time: 2583.52 ms [2021-01-21 22:50:13 main:574] : INFO : Epoch 608 | loss: 0.000285455 | val_loss: 0.000270173 | Time: 2540.66 ms [2021-01-21 22:50:15 main:574] : INFO : Epoch 609 | loss: 0.000285055 | val_loss: 0.000269861 | Time: 2485.33 ms [2021-01-21 22:50:18 main:574] : INFO : Epoch 610 | loss: 0.000284579 | val_loss: 0.000269307 | Time: 2575.31 ms [2021-01-21 22:50:21 main:574] : INFO : Epoch 611 | loss: 0.000284029 | val_loss: 0.000268751 | Time: 2564.96 ms [2021-01-21 22:50:23 main:574] : INFO : Epoch 612 | loss: 0.000283496 | val_loss: 0.000268392 | Time: 2622.24 ms [2021-01-21 22:50:26 main:574] : INFO : Epoch 613 | loss: 0.000283181 | val_loss: 0.000268229 | Time: 2525.94 ms [2021-01-21 22:50:28 main:574] : INFO : Epoch 614 | loss: 0.00028275 | val_loss: 0.000267894 | Time: 2692.63 ms [2021-01-21 22:50:31 main:574] : INFO : Epoch 615 | loss: 0.000282412 | val_loss: 0.000267498 | Time: 2652.41 ms [2021-01-21 22:50:34 main:574] : INFO : Epoch 616 | loss: 0.000282293 | val_loss: 0.000267191 | Time: 2607.63 ms [2021-01-21 22:50:36 main:574] : INFO : Epoch 617 | loss: 0.000281777 | val_loss: 0.000266908 | Time: 2625.59 ms [2021-01-21 22:50:39 main:574] : INFO : Epoch 618 | loss: 0.00028168 | val_loss: 0.000266662 | Time: 2618.88 ms [2021-01-21 22:50:42 main:574] : INFO : Epoch 619 | loss: 0.000281512 | val_loss: 0.000266471 | Time: 2548.81 ms [2021-01-21 22:50:44 main:574] : INFO : Epoch 620 | loss: 0.000281228 | val_loss: 0.000266282 | Time: 2601.67 ms [2021-01-21 22:50:47 main:574] : INFO : Epoch 621 | loss: 0.000280848 | val_loss: 0.000265914 | Time: 2547.37 ms [2021-01-21 22:50:49 main:574] : INFO : Epoch 622 | loss: 0.000280643 | val_loss: 0.000265928 | Time: 2589.88 ms [2021-01-21 22:50:52 main:574] : INFO : Epoch 623 | loss: 0.000279959 | val_loss: 0.000264173 | Time: 2571.89 ms [2021-01-21 22:50:55 main:574] : INFO : Epoch 624 | loss: 0.000278886 | val_loss: 0.000263333 | Time: 2592.15 ms [2021-01-21 22:50:57 main:574] : INFO : Epoch 625 | loss: 0.000278264 | val_loss: 0.000263142 | Time: 2574.89 ms [2021-01-21 22:51:00 main:574] : INFO : Epoch 626 | loss: 0.000278021 | val_loss: 0.000262844 | Time: 2644.01 ms [2021-01-21 22:51:03 main:574] : INFO : Epoch 627 | loss: 0.00027745 | val_loss: 0.000261807 | Time: 2696.99 ms [2021-01-21 22:51:05 main:574] : INFO : Epoch 628 | loss: 0.000270577 | val_loss: 0.000249519 | Time: 2556.08 ms [2021-01-21 22:51:08 main:574] : INFO : Epoch 629 | loss: 0.000262264 | val_loss: 0.000247504 | Time: 2608.63 ms [2021-01-21 22:51:11 main:574] : INFO : Epoch 630 | loss: 0.000261299 | val_loss: 0.000246743 | Time: 2591.99 ms [2021-01-21 22:51:13 main:574] : INFO : Epoch 631 | loss: 0.000261699 | val_loss: 0.000247274 | Time: 2708.65 ms [2021-01-21 22:51:16 main:574] : INFO : Epoch 632 | loss: 0.000261162 | val_loss: 0.000246628 | Time: 2588.93 ms [2021-01-21 22:51:19 main:574] : INFO : Epoch 633 | loss: 0.000260627 | val_loss: 0.000246002 | Time: 2634.87 ms [2021-01-21 22:51:21 main:574] : INFO : Epoch 634 | loss: 0.000260308 | val_loss: 0.000245956 | Time: 2548.25 ms [2021-01-21 22:51:24 main:574] : INFO : Epoch 635 | loss: 0.00025999 | val_loss: 0.000246121 | Time: 2517.1 ms [2021-01-21 22:51:26 main:574] : INFO : Epoch 636 | loss: 0.000259799 | val_loss: 0.000245969 | Time: 2534.41 ms [2021-01-21 22:51:29 main:574] : INFO : Epoch 637 | loss: 0.000259701 | val_loss: 0.000245771 | Time: 2498.03 ms [2021-01-21 22:51:31 main:574] : INFO : Epoch 638 | loss: 0.000259439 | val_loss: 0.000245597 | Time: 2638.56 ms [2021-01-21 22:51:34 main:574] : INFO : Epoch 639 | loss: 0.000259332 | val_loss: 0.00024522 | Time: 2657.33 ms [2021-01-21 22:51:37 main:574] : INFO : Epoch 640 | loss: 0.000259132 | val_loss: 0.000245097 | Time: 2578.63 ms [2021-01-21 22:51:39 main:574] : INFO : Epoch 641 | loss: 0.000258991 | val_loss: 0.000244815 | Time: 2521.79 ms [2021-01-21 22:51:42 main:574] : INFO : Epoch 642 | loss: 0.000258899 | val_loss: 0.000244687 | Time: 2596.28 ms [2021-01-21 22:51:44 main:574] : INFO : Epoch 643 | loss: 0.000258578 | val_loss: 0.000244755 | Time: 2463.52 ms [2021-01-21 22:51:47 main:574] : INFO : Epoch 644 | loss: 0.000258493 | val_loss: 0.00024421 | Time: 2608.4 ms [2021-01-21 22:51:50 main:574] : INFO : Epoch 645 | loss: 0.000258394 | val_loss: 0.000244693 | Time: 2678.26 ms [2021-01-21 22:51:52 main:574] : INFO : Epoch 646 | loss: 0.000258288 | val_loss: 0.000244411 | Time: 2625.38 ms [2021-01-21 22:51:55 main:574] : INFO : Epoch 647 | loss: 0.000258079 | val_loss: 0.000243996 | Time: 2540.56 ms [2021-01-21 22:51:58 main:574] : INFO : Epoch 648 | loss: 0.000257916 | val_loss: 0.00024391 | Time: 2603.55 ms [2021-01-21 22:52:00 main:574] : INFO : Epoch 649 | loss: 0.000257785 | val_loss: 0.000243783 | Time: 2626.55 ms [2021-01-21 22:52:03 main:574] : INFO : Epoch 650 | loss: 0.000257692 | val_loss: 0.000243641 | Time: 2537.61 ms [2021-01-21 22:52:05 main:574] : INFO : Epoch 651 | loss: 0.000257558 | val_loss: 0.000243496 | Time: 2595.06 ms [2021-01-21 22:52:08 main:574] : INFO : Epoch 652 | loss: 0.000257473 | val_loss: 0.00024354 | Time: 2544.35 ms [2021-01-21 22:52:11 main:574] : INFO : Epoch 653 | loss: 0.000257415 | val_loss: 0.000243464 | Time: 2574.45 ms [2021-01-21 22:52:13 main:574] : INFO : Epoch 654 | loss: 0.000257436 | val_loss: 0.000243439 | Time: 2629.12 ms [2021-01-21 22:52:16 main:574] : INFO : Epoch 655 | loss: 0.000257277 | val_loss: 0.000243263 | Time: 2620.42 ms [2021-01-21 22:52:19 main:574] : INFO : Epoch 656 | loss: 0.000257173 | val_loss: 0.000243201 | Time: 2495.49 ms [2021-01-21 22:52:21 main:574] : INFO : Epoch 657 | loss: 0.000257149 | val_loss: 0.000243207 | Time: 2549.15 ms [2021-01-21 22:52:24 main:574] : INFO : Epoch 658 | loss: 0.000257087 | val_loss: 0.000243056 | Time: 2589.42 ms [2021-01-21 22:52:26 main:574] : INFO : Epoch 659 | loss: 0.000257039 | val_loss: 0.00024302 | Time: 2656.95 ms [2021-01-21 22:52:29 main:574] : INFO : Epoch 660 | loss: 0.000256997 | val_loss: 0.000243084 | Time: 2511.44 ms [2021-01-21 22:52:32 main:574] : INFO : Epoch 661 | loss: 0.000256886 | val_loss: 0.000242859 | Time: 2602.56 ms [2021-01-21 22:52:34 main:574] : INFO : Epoch 662 | loss: 0.000256844 | val_loss: 0.000242876 | Time: 2568.82 ms [2021-01-21 22:52:37 main:574] : INFO : Epoch 663 | loss: 0.000256635 | val_loss: 0.000242786 | Time: 2567.09 ms [2021-01-21 22:52:39 main:574] : INFO : Epoch 664 | loss: 0.000256634 | val_loss: 0.000242738 | Time: 2513.75 ms [2021-01-21 22:52:42 main:574] : INFO : Epoch 665 | loss: 0.000256546 | val_loss: 0.000242771 | Time: 2479.3 ms [2021-01-21 22:52:44 main:574] : INFO : Epoch 666 | loss: 0.000256406 | val_loss: 0.000243048 | Time: 2498.72 ms [2021-01-21 22:52:47 main:574] : INFO : Epoch 667 | loss: 0.000256456 | val_loss: 0.000243476 | Time: 2466.82 ms [2021-01-21 22:52:49 main:574] : INFO : Epoch 668 | loss: 0.000256371 | val_loss: 0.00024295 | Time: 2492.29 ms [2021-01-21 22:52:52 main:574] : INFO : Epoch 669 | loss: 0.000256313 | val_loss: 0.000243184 | Time: 2491.1 ms [2021-01-21 22:52:54 main:574] : INFO : Epoch 670 | loss: 0.000256602 | val_loss: 0.000242988 | Time: 2512.17 ms [2021-01-21 22:52:57 main:574] : INFO : Epoch 671 | loss: 0.000256211 | val_loss: 0.000242745 | Time: 2493.96 ms [2021-01-21 22:52:59 main:574] : INFO : Epoch 672 | loss: 0.000256029 | val_loss: 0.000242986 | Time: 2471.2 ms [2021-01-21 22:53:02 main:574] : INFO : Epoch 673 | loss: 0.000256035 | val_loss: 0.000242823 | Time: 2479.98 ms [2021-01-21 22:53:04 main:574] : INFO : Epoch 674 | loss: 0.000256012 | val_loss: 0.000242588 | Time: 2526.08 ms [2021-01-21 22:53:07 main:574] : INFO : Epoch 675 | loss: 0.000255945 | val_loss: 0.000242595 | Time: 2483.03 ms [2021-01-21 22:53:09 main:574] : INFO : Epoch 676 | loss: 0.000256058 | val_loss: 0.000242646 | Time: 2474.81 ms [2021-01-21 22:53:12 main:574] : INFO : Epoch 677 | loss: 0.00025579 | val_loss: 0.000242335 | Time: 2478.99 ms [2021-01-21 22:53:14 main:574] : INFO : Epoch 678 | loss: 0.000255916 | val_loss: 0.000242485 | Time: 2507.61 ms [2021-01-21 22:53:17 main:574] : INFO : Epoch 679 | loss: 0.000256039 | val_loss: 0.000241957 | Time: 2530.86 ms [2021-01-21 22:53:20 main:574] : INFO : Epoch 680 | loss: 0.000255923 | val_loss: 0.000242904 | Time: 2488.65 ms [2021-01-21 22:53:22 main:574] : INFO : Epoch 681 | loss: 0.000255802 | val_loss: 0.000242576 | Time: 2478.82 ms [2021-01-21 22:53:25 main:574] : INFO : Epoch 682 | loss: 0.000255616 | val_loss: 0.000242448 | Time: 2488.69 ms [2021-01-21 22:53:27 main:574] : INFO : Epoch 683 | loss: 0.000255554 | val_loss: 0.000242077 | Time: 2614.97 ms [2021-01-21 22:53:30 main:574] : INFO : Epoch 684 | loss: 0.00025559 | val_loss: 0.000242102 | Time: 2620.06 ms [2021-01-21 22:53:33 main:574] : INFO : Epoch 685 | loss: 0.000255659 | val_loss: 0.000241926 | Time: 2647.13 ms [2021-01-21 22:53:35 main:574] : INFO : Epoch 686 | loss: 0.000255601 | val_loss: 0.000241643 | Time: 2536.82 ms [2021-01-21 22:53:38 main:574] : INFO : Epoch 687 | loss: 0.000255493 | val_loss: 0.000242258 | Time: 2647.67 ms [2021-01-21 22:53:40 main:574] : INFO : Epoch 688 | loss: 0.000255598 | val_loss: 0.000241924 | Time: 2562.64 ms [2021-01-21 22:53:43 main:574] : INFO : Epoch 689 | loss: 0.000255395 | val_loss: 0.000241936 | Time: 2738.57 ms [2021-01-21 22:53:46 main:574] : INFO : Epoch 690 | loss: 0.000255414 | val_loss: 0.000241534 | Time: 2587.76 ms [2021-01-21 22:53:48 main:574] : INFO : Epoch 691 | loss: 0.000255353 | val_loss: 0.000241651 | Time: 2572.14 ms [2021-01-21 22:53:51 main:574] : INFO : Epoch 692 | loss: 0.000255354 | val_loss: 0.000241642 | Time: 2639.57 ms [2021-01-21 22:53:54 main:574] : INFO : Epoch 693 | loss: 0.000255201 | val_loss: 0.000242259 | Time: 2652.24 ms [2021-01-21 22:53:56 main:574] : INFO : Epoch 694 | loss: 0.000255265 | val_loss: 0.000241341 | Time: 2639.03 ms [2021-01-21 22:53:59 main:574] : INFO : Epoch 695 | loss: 0.000255047 | val_loss: 0.000241194 | Time: 2647.45 ms [2021-01-21 22:54:02 main:574] : INFO : Epoch 696 | loss: 0.000255092 | val_loss: 0.000241101 | Time: 2635.43 ms [2021-01-21 22:54:04 main:574] : INFO : Epoch 697 | loss: 0.000254871 | val_loss: 0.000241035 | Time: 2559.12 ms [2021-01-21 22:54:07 main:574] : INFO : Epoch 698 | loss: 0.000254857 | val_loss: 0.000241133 | Time: 2587.52 ms [2021-01-21 22:54:10 main:574] : INFO : Epoch 699 | loss: 0.000254763 | val_loss: 0.000240921 | Time: 2591.87 ms [2021-01-21 22:54:12 main:574] : INFO : Epoch 700 | loss: 0.000254665 | val_loss: 0.00024097 | Time: 2547.41 ms [2021-01-21 22:54:15 main:574] : INFO : Epoch 701 | loss: 0.000254803 | val_loss: 0.000241194 | Time: 2558.54 ms [2021-01-21 22:54:18 main:574] : INFO : Epoch 702 | loss: 0.000254869 | val_loss: 0.000240925 | Time: 2566.42 ms [2021-01-21 22:54:20 main:574] : INFO : Epoch 703 | loss: 0.000254593 | val_loss: 0.000240876 | Time: 2633.03 ms [2021-01-21 22:54:23 main:574] : INFO : Epoch 704 | loss: 0.000254575 | val_loss: 0.000240905 | Time: 2621.89 ms [2021-01-21 22:54:25 main:574] : INFO : Epoch 705 | loss: 0.000254514 | val_loss: 0.00024074 | Time: 2524.8 ms [2021-01-21 22:54:28 main:574] : INFO : Epoch 706 | loss: 0.000254531 | val_loss: 0.000241186 | Time: 2555.37 ms [2021-01-21 22:54:31 main:574] : INFO : Epoch 707 | loss: 0.000254676 | val_loss: 0.000241188 | Time: 2667.56 ms [2021-01-21 22:54:33 main:574] : INFO : Epoch 708 | loss: 0.000254744 | val_loss: 0.000240828 | Time: 2583.91 ms [2021-01-21 22:54:36 main:574] : INFO : Epoch 709 | loss: 0.000254541 | val_loss: 0.000240612 | Time: 2582.54 ms [2021-01-21 22:54:39 main:574] : INFO : Epoch 710 | loss: 0.000254483 | val_loss: 0.000241254 | Time: 2651.57 ms [2021-01-21 22:54:41 main:574] : INFO : Epoch 711 | loss: 0.000254511 | val_loss: 0.000240784 | Time: 2574.12 ms [2021-01-21 22:54:44 main:574] : INFO : Epoch 712 | loss: 0.000254372 | val_loss: 0.000240625 | Time: 2692.48 ms [2021-01-21 22:54:47 main:574] : INFO : Epoch 713 | loss: 0.000254651 | val_loss: 0.000241115 | Time: 2569.96 ms [2021-01-21 22:54:49 main:574] : INFO : Epoch 714 | loss: 0.000254452 | val_loss: 0.000240645 | Time: 2720.09 ms [2021-01-21 22:54:52 main:574] : INFO : Epoch 715 | loss: 0.000254293 | val_loss: 0.00024064 | Time: 2629.96 ms [2021-01-21 22:54:55 main:574] : INFO : Epoch 716 | loss: 0.00025422 | val_loss: 0.000240552 | Time: 2553.04 ms [2021-01-21 22:54:57 main:574] : INFO : Epoch 717 | loss: 0.000254215 | val_loss: 0.000240411 | Time: 2544.35 ms [2021-01-21 22:55:00 main:574] : INFO : Epoch 718 | loss: 0.000254284 | val_loss: 0.000240445 | Time: 2571.89 ms [2021-01-21 22:55:03 main:574] : INFO : Epoch 719 | loss: 0.000254282 | val_loss: 0.000240401 | Time: 2622.51 ms [2021-01-21 22:55:05 main:574] : INFO : Epoch 720 | loss: 0.000254365 | val_loss: 0.000240455 | Time: 2608.4 ms [2021-01-21 22:55:08 main:574] : INFO : Epoch 721 | loss: 0.000254265 | val_loss: 0.000240904 | Time: 2629.76 ms [2021-01-21 22:55:11 main:574] : INFO : Epoch 722 | loss: 0.00025438 | val_loss: 0.000240519 | Time: 2594.38 ms [2021-01-21 22:55:13 main:574] : INFO : Epoch 723 | loss: 0.000254207 | val_loss: 0.000240323 | Time: 2567.09 ms [2021-01-21 22:55:16 main:574] : INFO : Epoch 724 | loss: 0.000253874 | val_loss: 0.000240362 | Time: 2531.68 ms [2021-01-21 22:55:18 main:574] : INFO : Epoch 725 | loss: 0.000253925 | val_loss: 0.000240351 | Time: 2575.09 ms [2021-01-21 22:55:21 main:574] : INFO : Epoch 726 | loss: 0.000253942 | val_loss: 0.000240306 | Time: 2551.96 ms [2021-01-21 22:55:24 main:574] : INFO : Epoch 727 | loss: 0.000254222 | val_loss: 0.000240582 | Time: 2586.18 ms [2021-01-21 22:55:26 main:574] : INFO : Epoch 728 | loss: 0.000254243 | val_loss: 0.000240569 | Time: 2572.04 ms [2021-01-21 22:55:29 main:574] : INFO : Epoch 729 | loss: 0.000254094 | val_loss: 0.000240358 | Time: 2580.77 ms [2021-01-21 22:55:31 main:574] : INFO : Epoch 730 | loss: 0.000253918 | val_loss: 0.000240065 | Time: 2574.46 ms [2021-01-21 22:55:34 main:574] : INFO : Epoch 731 | loss: 0.000253714 | val_loss: 0.000240391 | Time: 2493.99 ms [2021-01-21 22:55:37 main:574] : INFO : Epoch 732 | loss: 0.000254123 | val_loss: 0.000240531 | Time: 2572.3 ms [2021-01-21 22:55:39 main:574] : INFO : Epoch 733 | loss: 0.00025413 | val_loss: 0.000240362 | Time: 2524.49 ms [2021-01-21 22:55:42 main:574] : INFO : Epoch 734 | loss: 0.000254304 | val_loss: 0.000240217 | Time: 2578.65 ms [2021-01-21 22:55:44 main:574] : INFO : Epoch 735 | loss: 0.000253914 | val_loss: 0.000240122 | Time: 2614.08 ms [2021-01-21 22:55:47 main:574] : INFO : Epoch 736 | loss: 0.000253789 | val_loss: 0.000239873 | Time: 2586.45 ms [2021-01-21 22:55:50 main:574] : INFO : Epoch 737 | loss: 0.00025371 | val_loss: 0.000240244 | Time: 2532.62 ms [2021-01-21 22:55:52 main:574] : INFO : Epoch 738 | loss: 0.000254154 | val_loss: 0.000240157 | Time: 2607.27 ms [2021-01-21 22:55:55 main:574] : INFO : Epoch 739 | loss: 0.000254026 | val_loss: 0.000239981 | Time: 2564.58 ms [2021-01-21 22:55:57 main:574] : INFO : Epoch 740 | loss: 0.000253708 | val_loss: 0.000240227 | Time: 2535.63 ms [2021-01-21 22:56:00 main:574] : INFO : Epoch 741 | loss: 0.000254166 | val_loss: 0.000240446 | Time: 2575.1 ms [2021-01-21 22:56:03 main:574] : INFO : Epoch 742 | loss: 0.000254038 | val_loss: 0.000240303 | Time: 2589.88 ms [2021-01-21 22:56:05 main:574] : INFO : Epoch 743 | loss: 0.000253946 | val_loss: 0.000240294 | Time: 2625.6 ms [2021-01-21 22:56:08 main:574] : INFO : Epoch 744 | loss: 0.000254155 | val_loss: 0.000239898 | Time: 2665.38 ms [2021-01-21 22:56:11 main:574] : INFO : Epoch 745 | loss: 0.000254391 | val_loss: 0.00024034 | Time: 2594.57 ms [2021-01-21 22:56:13 main:574] : INFO : Epoch 746 | loss: 0.000254443 | val_loss: 0.000240576 | Time: 2530.28 ms [2021-01-21 22:56:16 main:574] : INFO : Epoch 747 | loss: 0.00025407 | val_loss: 0.000239699 | Time: 2556.73 ms [2021-01-21 22:56:19 main:574] : INFO : Epoch 748 | loss: 0.000254225 | val_loss: 0.000241511 | Time: 2570.83 ms [2021-01-21 22:56:21 main:574] : INFO : Epoch 749 | loss: 0.00025406 | val_loss: 0.000240361 | Time: 2551.52 ms [2021-01-21 22:56:24 main:574] : INFO : Epoch 750 | loss: 0.000254108 | val_loss: 0.000240628 | Time: 2582.16 ms [2021-01-21 22:56:26 main:574] : INFO : Epoch 751 | loss: 0.000253914 | val_loss: 0.000239962 | Time: 2505.83 ms [2021-01-21 22:56:29 main:574] : INFO : Epoch 752 | loss: 0.000253572 | val_loss: 0.000239727 | Time: 2595.58 ms [2021-01-21 22:56:32 main:574] : INFO : Epoch 753 | loss: 0.000253417 | val_loss: 0.000239753 | Time: 2603.2 ms [2021-01-21 22:56:34 main:574] : INFO : Epoch 754 | loss: 0.000253373 | val_loss: 0.000239678 | Time: 2667.1 ms [2021-01-21 22:56:37 main:574] : INFO : Epoch 755 | loss: 0.000253301 | val_loss: 0.000239539 | Time: 2726.78 ms [2021-01-21 22:56:40 main:574] : INFO : Epoch 756 | loss: 0.000253378 | val_loss: 0.000239848 | Time: 2641.89 ms [2021-01-21 22:56:43 main:574] : INFO : Epoch 757 | loss: 0.000253632 | val_loss: 0.0002405 | Time: 2600.74 ms [2021-01-21 22:56:45 main:574] : INFO : Epoch 758 | loss: 0.000253946 | val_loss: 0.000240378 | Time: 2604.39 ms [2021-01-21 22:56:48 main:574] : INFO : Epoch 759 | loss: 0.000254146 | val_loss: 0.000240055 | Time: 2595.88 ms [2021-01-21 22:56:51 main:574] : INFO : Epoch 760 | loss: 0.000253542 | val_loss: 0.00024007 | Time: 2623.2 ms [2021-01-21 22:56:53 main:574] : INFO : Epoch 761 | loss: 0.00025351 | val_loss: 0.000239742 | Time: 2573.29 ms [2021-01-21 22:56:56 main:574] : INFO : Epoch 762 | loss: 0.000253646 | val_loss: 0.00023977 | Time: 2702.49 ms [2021-01-21 22:56:59 main:574] : INFO : Epoch 763 | loss: 0.000253149 | val_loss: 0.000239531 | Time: 2575.8 ms [2021-01-21 22:57:01 main:574] : INFO : Epoch 764 | loss: 0.000253157 | val_loss: 0.000239444 | Time: 2620.26 ms [2021-01-21 22:57:04 main:574] : INFO : Epoch 765 | loss: 0.000253427 | val_loss: 0.000239797 | Time: 2544.06 ms [2021-01-21 22:57:06 main:574] : INFO : Epoch 766 | loss: 0.00025323 | val_loss: 0.000239321 | Time: 2537.98 ms [2021-01-21 22:57:09 main:574] : INFO : Epoch 767 | loss: 0.000253354 | val_loss: 0.000240017 | Time: 2573.42 ms [2021-01-21 22:57:12 main:574] : INFO : Epoch 768 | loss: 0.000253455 | val_loss: 0.000239963 | Time: 2660.52 ms [2021-01-21 22:57:15 main:574] : INFO : Epoch 769 | loss: 0.000253777 | val_loss: 0.000240286 | Time: 3035.14 ms [2021-01-21 22:57:18 main:574] : INFO : Epoch 770 | loss: 0.000253285 | val_loss: 0.000239412 | Time: 2607.66 ms [2021-01-21 22:57:20 main:574] : INFO : Epoch 771 | loss: 0.000254098 | val_loss: 0.000240127 | Time: 2579.96 ms [2021-01-21 22:57:23 main:574] : INFO : Epoch 772 | loss: 0.000253423 | val_loss: 0.000240379 | Time: 2548.07 ms [2021-01-21 22:57:25 main:574] : INFO : Epoch 773 | loss: 0.000254159 | val_loss: 0.000239937 | Time: 2637.92 ms [2021-01-21 22:57:28 main:574] : INFO : Epoch 774 | loss: 0.000253392 | val_loss: 0.000239387 | Time: 2596.47 ms [2021-01-21 22:57:31 main:574] : INFO : Epoch 775 | loss: 0.000253021 | val_loss: 0.000239331 | Time: 2635.05 ms [2021-01-21 22:57:33 main:574] : INFO : Epoch 776 | loss: 0.000253257 | val_loss: 0.000239755 | Time: 2571.34 ms [2021-01-21 22:57:36 main:574] : INFO : Epoch 777 | loss: 0.000253134 | val_loss: 0.000239678 | Time: 2549.5 ms [2021-01-21 22:57:39 main:574] : INFO : Epoch 778 | loss: 0.0002534 | val_loss: 0.000240007 | Time: 2574.36 ms [2021-01-21 22:57:41 main:574] : INFO : Epoch 779 | loss: 0.000253122 | val_loss: 0.000240113 | Time: 2625.19 ms [2021-01-21 22:57:44 main:574] : INFO : Epoch 780 | loss: 0.000252767 | val_loss: 0.000239953 | Time: 2530.05 ms [2021-01-21 22:57:46 main:574] : INFO : Epoch 781 | loss: 0.000252652 | val_loss: 0.000240087 | Time: 2576.72 ms [2021-01-21 22:57:49 main:574] : INFO : Epoch 782 | loss: 0.000252488 | val_loss: 0.000239878 | Time: 2571.83 ms [2021-01-21 22:57:51 main:574] : INFO : Epoch 783 | loss: 0.000252191 | val_loss: 0.000239032 | Time: 2524.15 ms [2021-01-21 22:57:54 main:574] : INFO : Epoch 784 | loss: 0.000251908 | val_loss: 0.000239844 | Time: 2526.81 ms [2021-01-21 22:57:57 main:574] : INFO : Epoch 785 | loss: 0.000252143 | val_loss: 0.000239227 | Time: 2659.44 ms [2021-01-21 22:57:59 main:574] : INFO : Epoch 786 | loss: 0.000251848 | val_loss: 0.000240113 | Time: 2601.03 ms [2021-01-21 22:58:02 main:574] : INFO : Epoch 787 | loss: 0.000252341 | val_loss: 0.000240161 | Time: 2521.19 ms [2021-01-21 22:58:04 main:574] : INFO : Epoch 788 | loss: 0.00025218 | val_loss: 0.000239072 | Time: 2537.13 ms [2021-01-21 22:58:07 main:574] : INFO : Epoch 789 | loss: 0.000251701 | val_loss: 0.000239198 | Time: 2652.38 ms [2021-01-21 22:58:10 main:574] : INFO : Epoch 790 | loss: 0.000251838 | val_loss: 0.000239798 | Time: 2573.68 ms [2021-01-21 22:58:12 main:574] : INFO : Epoch 791 | loss: 0.000252398 | val_loss: 0.00023973 | Time: 2576.36 ms [2021-01-21 22:58:15 main:574] : INFO : Epoch 792 | loss: 0.00025233 | val_loss: 0.000240012 | Time: 2517.95 ms [2021-01-21 22:58:18 main:574] : INFO : Epoch 793 | loss: 0.000252242 | val_loss: 0.000240143 | Time: 2576.21 ms [2021-01-21 22:58:20 main:574] : INFO : Epoch 794 | loss: 0.000252386 | val_loss: 0.000239773 | Time: 2595.43 ms [2021-01-21 22:58:23 main:574] : INFO : Epoch 795 | loss: 0.00025216 | val_loss: 0.000239942 | Time: 2563.99 ms [2021-01-21 22:58:25 main:574] : INFO : Epoch 796 | loss: 0.000253009 | val_loss: 0.000239943 | Time: 2615.77 ms [2021-01-21 22:58:28 main:574] : INFO : Epoch 797 | loss: 0.000252884 | val_loss: 0.000242401 | Time: 2583.24 ms [2021-01-21 22:58:31 main:574] : INFO : Epoch 798 | loss: 0.000252354 | val_loss: 0.000239412 | Time: 2607.27 ms [2021-01-21 22:58:33 main:574] : INFO : Epoch 799 | loss: 0.000251967 | val_loss: 0.000239175 | Time: 2535.46 ms [2021-01-21 22:58:36 main:574] : INFO : Epoch 800 | loss: 0.000252069 | val_loss: 0.000239572 | Time: 2554.6 ms [2021-01-21 22:58:39 main:574] : INFO : Epoch 801 | loss: 0.000252085 | val_loss: 0.00023922 | Time: 2647.3 ms [2021-01-21 22:58:41 main:574] : INFO : Epoch 802 | loss: 0.000252103 | val_loss: 0.000239525 | Time: 2550.99 ms [2021-01-21 22:58:44 main:574] : INFO : Epoch 803 | loss: 0.000251681 | val_loss: 0.000239012 | Time: 2591.56 ms [2021-01-21 22:58:47 main:574] : INFO : Epoch 804 | loss: 0.000252501 | val_loss: 0.000239523 | Time: 2583.77 ms [2021-01-21 22:58:49 main:574] : INFO : Epoch 805 | loss: 0.000252721 | val_loss: 0.00023953 | Time: 2647.29 ms [2021-01-21 22:58:52 main:574] : INFO : Epoch 806 | loss: 0.000252302 | val_loss: 0.000238705 | Time: 2602.45 ms [2021-01-21 22:58:55 main:574] : INFO : Epoch 807 | loss: 0.000252068 | val_loss: 0.000239288 | Time: 2589.06 ms [2021-01-21 22:58:57 main:574] : INFO : Epoch 808 | loss: 0.000252114 | val_loss: 0.000239841 | Time: 2532.68 ms [2021-01-21 22:59:00 main:574] : INFO : Epoch 809 | loss: 0.000252091 | val_loss: 0.000239486 | Time: 2589.69 ms [2021-01-21 22:59:02 main:574] : INFO : Epoch 810 | loss: 0.000251928 | val_loss: 0.000240022 | Time: 2531.31 ms [2021-01-21 22:59:05 main:574] : INFO : Epoch 811 | loss: 0.000252502 | val_loss: 0.000239284 | Time: 2515.79 ms [2021-01-21 22:59:08 main:574] : INFO : Epoch 812 | loss: 0.000252261 | val_loss: 0.000239587 | Time: 2550.53 ms [2021-01-21 22:59:10 main:574] : INFO : Epoch 813 | loss: 0.000251967 | val_loss: 0.000239359 | Time: 2518.64 ms [2021-01-21 22:59:13 main:574] : INFO : Epoch 814 | loss: 0.000252633 | val_loss: 0.0002398 | Time: 2556.39 ms [2021-01-21 22:59:15 main:574] : INFO : Epoch 815 | loss: 0.000251917 | val_loss: 0.000239186 | Time: 2596.88 ms [2021-01-21 22:59:18 main:574] : INFO : Epoch 816 | loss: 0.000252218 | val_loss: 0.000239708 | Time: 2558.25 ms [2021-01-21 22:59:21 main:574] : INFO : Epoch 817 | loss: 0.000251913 | val_loss: 0.000239209 | Time: 2533.9 ms [2021-01-21 22:59:23 main:574] : INFO : Epoch 818 | loss: 0.000251472 | val_loss: 0.000239028 | Time: 2491.17 ms [2021-01-21 22:59:26 main:574] : INFO : Epoch 819 | loss: 0.000251199 | val_loss: 0.000239012 | Time: 2548.25 ms [2021-01-21 22:59:28 main:574] : INFO : Epoch 820 | loss: 0.0002514 | val_loss: 0.000238673 | Time: 2553.66 ms [2021-01-21 22:59:31 main:574] : INFO : Epoch 821 | loss: 0.000251227 | val_loss: 0.000238629 | Time: 2621.82 ms [2021-01-21 22:59:34 main:574] : INFO : Epoch 822 | loss: 0.000251536 | val_loss: 0.000239584 | Time: 2559.12 ms [2021-01-21 22:59:36 main:574] : INFO : Epoch 823 | loss: 0.000251671 | val_loss: 0.000238708 | Time: 2637.58 ms [2021-01-21 22:59:39 main:574] : INFO : Epoch 824 | loss: 0.00025149 | val_loss: 0.000238699 | Time: 2583.96 ms [2021-01-21 22:59:42 main:574] : INFO : Epoch 825 | loss: 0.000251668 | val_loss: 0.000238797 | Time: 2616.44 ms [2021-01-21 22:59:44 main:574] : INFO : Epoch 826 | loss: 0.000251683 | val_loss: 0.000239097 | Time: 2595.26 ms [2021-01-21 22:59:47 main:574] : INFO : Epoch 827 | loss: 0.000251904 | val_loss: 0.000239175 | Time: 2596.55 ms [2021-01-21 22:59:50 main:574] : INFO : Epoch 828 | loss: 0.000251721 | val_loss: 0.000239134 | Time: 2629.07 ms [2021-01-21 22:59:52 main:574] : INFO : Epoch 829 | loss: 0.000251848 | val_loss: 0.000239077 | Time: 2658.52 ms [2021-01-21 22:59:55 main:574] : INFO : Epoch 830 | loss: 0.000251884 | val_loss: 0.000239096 | Time: 2522.97 ms [2021-01-21 22:59:57 main:574] : INFO : Epoch 831 | loss: 0.000251984 | val_loss: 0.000239256 | Time: 2551.89 ms [2021-01-21 23:00:00 main:574] : INFO : Epoch 832 | loss: 0.0002522 | val_loss: 0.000239567 | Time: 2608.27 ms [2021-01-21 23:00:03 main:574] : INFO : Epoch 833 | loss: 0.000251817 | val_loss: 0.000238843 | Time: 2549.64 ms [2021-01-21 23:00:05 main:574] : INFO : Epoch 834 | loss: 0.000251579 | val_loss: 0.000238628 | Time: 2614.23 ms [2021-01-21 23:00:08 main:574] : INFO : Epoch 835 | loss: 0.000251288 | val_loss: 0.000238595 | Time: 2589.36 ms [2021-01-21 23:00:11 main:574] : INFO : Epoch 836 | loss: 0.000251478 | val_loss: 0.000239619 | Time: 2584.79 ms [2021-01-21 23:00:13 main:574] : INFO : Epoch 837 | loss: 0.000251772 | val_loss: 0.00023841 | Time: 2539.79 ms [2021-01-21 23:00:16 main:574] : INFO : Epoch 838 | loss: 0.000250929 | val_loss: 0.000238277 | Time: 2572.12 ms [2021-01-21 23:00:18 main:574] : INFO : Epoch 839 | loss: 0.000250877 | val_loss: 0.000238328 | Time: 2513.73 ms [2021-01-21 23:00:21 main:574] : INFO : Epoch 840 | loss: 0.000251413 | val_loss: 0.000239284 | Time: 2539.91 ms [2021-01-21 23:00:24 main:574] : INFO : Epoch 841 | loss: 0.000251861 | val_loss: 0.000239494 | Time: 2527.45 ms [2021-01-21 23:00:26 main:574] : INFO : Epoch 842 | loss: 0.000251549 | val_loss: 0.000238761 | Time: 2568 ms [2021-01-21 23:00:29 main:574] : INFO : Epoch 843 | loss: 0.000251855 | val_loss: 0.00023968 | Time: 2573.04 ms [2021-01-21 23:00:31 main:574] : INFO : Epoch 844 | loss: 0.000252346 | val_loss: 0.000239008 | Time: 2565.41 ms [2021-01-21 23:00:34 main:574] : INFO : Epoch 845 | loss: 0.000251834 | val_loss: 0.000239052 | Time: 2545.33 ms [2021-01-21 23:00:37 main:574] : INFO : Epoch 846 | loss: 0.000252057 | val_loss: 0.00023967 | Time: 2564.22 ms [2021-01-21 23:00:39 main:574] : INFO : Epoch 847 | loss: 0.000252002 | val_loss: 0.000238478 | Time: 2588.38 ms [2021-01-21 23:00:42 main:574] : INFO : Epoch 848 | loss: 0.000251687 | val_loss: 0.000238822 | Time: 2534.5 ms [2021-01-21 23:00:44 main:574] : INFO : Epoch 849 | loss: 0.000251533 | val_loss: 0.000238627 | Time: 2577.41 ms [2021-01-21 23:00:47 main:574] : INFO : Epoch 850 | loss: 0.000251676 | val_loss: 0.000238733 | Time: 2592.06 ms [2021-01-21 23:00:50 main:574] : INFO : Epoch 851 | loss: 0.000252019 | val_loss: 0.000239793 | Time: 2608.9 ms [2021-01-21 23:00:52 main:574] : INFO : Epoch 852 | loss: 0.000251813 | val_loss: 0.000239125 | Time: 2566.1 ms [2021-01-21 23:00:55 main:574] : INFO : Epoch 853 | loss: 0.000251497 | val_loss: 0.000238502 | Time: 2540.77 ms [2021-01-21 23:00:58 main:574] : INFO : Epoch 854 | loss: 0.000251308 | val_loss: 0.000238416 | Time: 2609.8 ms [2021-01-21 23:01:00 main:574] : INFO : Epoch 855 | loss: 0.000251358 | val_loss: 0.000238905 | Time: 2588.01 ms [2021-01-21 23:01:03 main:574] : INFO : Epoch 856 | loss: 0.000252254 | val_loss: 0.000240162 | Time: 2518.69 ms [2021-01-21 23:01:05 main:574] : INFO : Epoch 857 | loss: 0.000251571 | val_loss: 0.000238597 | Time: 2565.25 ms [2021-01-21 23:01:08 main:574] : INFO : Epoch 858 | loss: 0.000251642 | val_loss: 0.000238597 | Time: 2576.93 ms [2021-01-21 23:01:11 main:574] : INFO : Epoch 859 | loss: 0.000251582 | val_loss: 0.000239045 | Time: 2588.18 ms [2021-01-21 23:01:13 main:574] : INFO : Epoch 860 | loss: 0.000251334 | val_loss: 0.000238439 | Time: 2566.08 ms [2021-01-21 23:01:16 main:574] : INFO : Epoch 861 | loss: 0.00025161 | val_loss: 0.000239437 | Time: 2608.72 ms [2021-01-21 23:01:19 main:574] : INFO : Epoch 862 | loss: 0.000251587 | val_loss: 0.00023835 | Time: 2552.87 ms [2021-01-21 23:01:21 main:574] : INFO : Epoch 863 | loss: 0.000251079 | val_loss: 0.000238507 | Time: 2598.39 ms [2021-01-21 23:01:24 main:574] : INFO : Epoch 864 | loss: 0.000251516 | val_loss: 0.000240536 | Time: 2591.12 ms [2021-01-21 23:01:27 main:574] : INFO : Epoch 865 | loss: 0.000251494 | val_loss: 0.000238263 | Time: 2593.89 ms [2021-01-21 23:01:29 main:574] : INFO : Epoch 866 | loss: 0.000251646 | val_loss: 0.000238486 | Time: 2565.12 ms [2021-01-21 23:01:32 main:574] : INFO : Epoch 867 | loss: 0.000251056 | val_loss: 0.000238565 | Time: 2594.06 ms [2021-01-21 23:01:34 main:574] : INFO : Epoch 868 | loss: 0.000250935 | val_loss: 0.000238608 | Time: 2619.76 ms [2021-01-21 23:01:37 main:574] : INFO : Epoch 869 | loss: 0.000251379 | val_loss: 0.000238784 | Time: 2550.02 ms [2021-01-21 23:01:40 main:574] : INFO : Epoch 870 | loss: 0.00025182 | val_loss: 0.00023955 | Time: 2568.51 ms [2021-01-21 23:01:42 main:574] : INFO : Epoch 871 | loss: 0.000251597 | val_loss: 0.000238531 | Time: 2609.25 ms [2021-01-21 23:01:45 main:574] : INFO : Epoch 872 | loss: 0.000251697 | val_loss: 0.000239176 | Time: 2546.25 ms [2021-01-21 23:01:48 main:574] : INFO : Epoch 873 | loss: 0.000251194 | val_loss: 0.00024089 | Time: 2608.15 ms [2021-01-21 23:01:50 main:574] : INFO : Epoch 874 | loss: 0.000251843 | val_loss: 0.000238002 | Time: 2583.11 ms [2021-01-21 23:01:53 main:574] : INFO : Epoch 875 | loss: 0.000250829 | val_loss: 0.000238291 | Time: 2577.37 ms [2021-01-21 23:01:55 main:574] : INFO : Epoch 876 | loss: 0.000250923 | val_loss: 0.000238974 | Time: 2564.54 ms [2021-01-21 23:01:58 main:574] : INFO : Epoch 877 | loss: 0.000251601 | val_loss: 0.000238655 | Time: 2597.84 ms [2021-01-21 23:02:01 main:574] : INFO : Epoch 878 | loss: 0.000250781 | val_loss: 0.000238523 | Time: 2624.2 ms [2021-01-21 23:02:03 main:574] : INFO : Epoch 879 | loss: 0.000251531 | val_loss: 0.000238846 | Time: 2593.62 ms [2021-01-21 23:02:06 main:574] : INFO : Epoch 880 | loss: 0.00577565 | val_loss: 0.0218774 | Time: 2624.8 ms [2021-01-21 23:02:09 main:574] : INFO : Epoch 881 | loss: 0.0318755 | val_loss: 0.0327497 | Time: 2563.27 ms [2021-01-21 23:02:11 main:574] : INFO : Epoch 882 | loss: 0.0450905 | val_loss: 0.0343991 | Time: 2502.97 ms [2021-01-21 23:02:14 main:574] : INFO : Epoch 883 | loss: 0.0337886 | val_loss: 0.0315665 | Time: 2594.68 ms [2021-01-21 23:02:16 main:574] : INFO : Epoch 884 | loss: 0.0315743 | val_loss: 0.0314051 | Time: 2613.82 ms [2021-01-21 23:02:19 main:574] : INFO : Epoch 885 | loss: 0.031321 | val_loss: 0.0312717 | Time: 2574.26 ms [2021-01-21 23:02:22 main:574] : INFO : Epoch 886 | loss: 0.0312634 | val_loss: 0.0312523 | Time: 2624.67 ms [2021-01-21 23:02:24 main:574] : INFO : Epoch 887 | loss: 0.0312518 | val_loss: 0.0312483 | Time: 2635.53 ms [2021-01-21 23:02:27 main:574] : INFO : Epoch 888 | loss: 0.0312489 | val_loss: 0.0312461 | Time: 2567.78 ms [2021-01-21 23:02:30 main:574] : INFO : Epoch 889 | loss: 0.0312474 | val_loss: 0.0312447 | Time: 2645.66 ms [2021-01-21 23:02:32 main:574] : INFO : Epoch 890 | loss: 0.0312446 | val_loss: 0.0312416 | Time: 2496.18 ms [2021-01-21 23:02:35 main:574] : INFO : Epoch 891 | loss: 0.0312424 | val_loss: 0.0312401 | Time: 2630.34 ms [2021-01-21 23:02:37 main:574] : INFO : Epoch 892 | loss: 0.031242 | val_loss: 0.0312394 | Time: 2553.36 ms [2021-01-21 23:02:40 main:574] : INFO : Epoch 893 | loss: 0.0312415 | val_loss: 0.0312397 | Time: 2568.98 ms [2021-01-21 23:02:43 main:574] : INFO : Epoch 894 | loss: 0.0312405 | val_loss: 0.0312385 | Time: 2536.29 ms [2021-01-21 23:02:45 main:574] : INFO : Epoch 895 | loss: 0.0312403 | val_loss: 0.0312386 | Time: 2572.5 ms [2021-01-21 23:02:48 main:574] : INFO : Epoch 896 | loss: 0.0312398 | val_loss: 0.031236 | Time: 2587.52 ms [2021-01-21 23:02:50 main:574] : INFO : Epoch 897 | loss: 0.0312371 | val_loss: 0.0312345 | Time: 2493.87 ms [2021-01-21 23:02:53 main:574] : INFO : Epoch 898 | loss: 0.0312347 | val_loss: 0.0312313 | Time: 2633.18 ms [2021-01-21 23:02:56 main:574] : INFO : Epoch 899 | loss: 0.0312309 | val_loss: 0.0312266 | Time: 2572.17 ms [2021-01-21 23:02:58 main:574] : INFO : Epoch 900 | loss: 0.0312274 | val_loss: 0.0312246 | Time: 2574.66 ms [2021-01-21 23:03:01 main:574] : INFO : Epoch 901 | loss: 0.0312258 | val_loss: 0.0312214 | Time: 2575.21 ms [2021-01-21 23:03:03 main:574] : INFO : Epoch 902 | loss: 0.0312244 | val_loss: 0.0312209 | Time: 2569.37 ms [2021-01-21 23:03:06 main:574] : INFO : Epoch 903 | loss: 0.0312227 | val_loss: 0.0312194 | Time: 2529.39 ms [2021-01-21 23:03:09 main:574] : INFO : Epoch 904 | loss: 0.0312214 | val_loss: 0.0312197 | Time: 2537.81 ms [2021-01-21 23:03:11 main:574] : INFO : Epoch 905 | loss: 0.0312196 | val_loss: 0.0312173 | Time: 2553.09 ms [2021-01-21 23:03:14 main:574] : INFO : Epoch 906 | loss: 0.0312176 | val_loss: 0.0312156 | Time: 2535.01 ms [2021-01-21 23:03:17 main:574] : INFO : Epoch 907 | loss: 0.0312154 | val_loss: 0.0312126 | Time: 2644.96 ms [2021-01-21 23:03:19 main:574] : INFO : Epoch 908 | loss: 0.0312142 | val_loss: 0.0312109 | Time: 2570.74 ms [2021-01-21 23:03:22 main:574] : INFO : Epoch 909 | loss: 0.0312134 | val_loss: 0.0312095 | Time: 2523.58 ms [2021-01-21 23:03:24 main:574] : INFO : Epoch 910 | loss: 0.0312086 | val_loss: 0.0312048 | Time: 2620.51 ms [2021-01-21 23:03:27 main:574] : INFO : Epoch 911 | loss: 0.0312066 | val_loss: 0.0312051 | Time: 2530.51 ms [2021-01-21 23:03:30 main:574] : INFO : Epoch 912 | loss: 0.0312052 | val_loss: 0.0312048 | Time: 2625.75 ms [2021-01-21 23:03:32 main:574] : INFO : Epoch 913 | loss: 0.0312062 | val_loss: 0.0312052 | Time: 2568.48 ms [2021-01-21 23:03:35 main:574] : INFO : Epoch 914 | loss: 0.0312069 | val_loss: 0.0312056 | Time: 2551.17 ms [2021-01-21 23:03:38 main:574] : INFO : Epoch 915 | loss: 0.0312078 | val_loss: 0.0312046 | Time: 2677.61 ms [2021-01-21 23:03:40 main:574] : INFO : Epoch 916 | loss: 0.031207 | val_loss: 0.0312035 | Time: 2534.57 ms [2021-01-21 23:03:43 main:574] : INFO : Epoch 917 | loss: 0.031205 | val_loss: 0.031204 | Time: 2649.06 ms [2021-01-21 23:03:45 main:574] : INFO : Epoch 918 | loss: 0.0312028 | val_loss: 0.0312024 | Time: 2536.72 ms [2021-01-21 23:03:48 main:574] : INFO : Epoch 919 | loss: 0.0312009 | val_loss: 0.0311996 | Time: 2609.95 ms [2021-01-21 23:03:51 main:574] : INFO : Epoch 920 | loss: 0.0312008 | val_loss: 0.0312013 | Time: 2628.99 ms [2021-01-21 23:03:53 main:574] : INFO : Epoch 921 | loss: 0.0312005 | val_loss: 0.0311986 | Time: 2576.11 ms [2021-01-21 23:03:56 main:574] : INFO : Epoch 922 | loss: 0.0311979 | val_loss: 0.0311991 | Time: 2620.78 ms [2021-01-21 23:03:59 main:574] : INFO : Epoch 923 | loss: 0.031197 | val_loss: 0.0311986 | Time: 2594.56 ms [2021-01-21 23:04:01 main:574] : INFO : Epoch 924 | loss: 0.031197 | val_loss: 0.0311988 | Time: 2633.05 ms [2021-01-21 23:04:04 main:574] : INFO : Epoch 925 | loss: 0.0311975 | val_loss: 0.0311994 | Time: 2545.54 ms [2021-01-21 23:04:06 main:574] : INFO : Epoch 926 | loss: 0.0311974 | val_loss: 0.0311971 | Time: 2582.47 ms [2021-01-21 23:04:09 main:574] : INFO : Epoch 927 | loss: 0.0311964 | val_loss: 0.0311958 | Time: 2535.67 ms [2021-01-21 23:04:12 main:574] : INFO : Epoch 928 | loss: 0.0311951 | val_loss: 0.0311939 | Time: 2614.58 ms [2021-01-21 23:04:14 main:574] : INFO : Epoch 929 | loss: 0.0311953 | val_loss: 0.0311944 | Time: 2558.03 ms [2021-01-21 23:04:17 main:574] : INFO : Epoch 930 | loss: 0.0311947 | val_loss: 0.0311936 | Time: 2644.67 ms [2021-01-21 23:04:20 main:574] : INFO : Epoch 931 | loss: 0.0311955 | val_loss: 0.0311941 | Time: 2573.94 ms [2021-01-21 23:04:22 main:574] : INFO : Epoch 932 | loss: 0.031194 | val_loss: 0.0311937 | Time: 2629.64 ms [2021-01-21 23:04:25 main:574] : INFO : Epoch 933 | loss: 0.0311933 | val_loss: 0.0311919 | Time: 2621.29 ms [2021-01-21 23:04:27 main:574] : INFO : Epoch 934 | loss: 0.0311935 | val_loss: 0.0311907 | Time: 2585.13 ms [2021-01-21 23:04:30 main:574] : INFO : Epoch 935 | loss: 0.0311898 | val_loss: 0.0311902 | Time: 2637 ms [2021-01-21 23:04:33 main:574] : INFO : Epoch 936 | loss: 0.031189 | val_loss: 0.0311899 | Time: 2562.64 ms [2021-01-21 23:04:35 main:574] : INFO : Epoch 937 | loss: 0.0311881 | val_loss: 0.0311882 | Time: 2601.3 ms [2021-01-21 23:04:38 main:574] : INFO : Epoch 938 | loss: 0.0311882 | val_loss: 0.031189 | Time: 2596.17 ms [2021-01-21 23:04:41 main:574] : INFO : Epoch 939 | loss: 0.0311881 | val_loss: 0.0311901 | Time: 2650.75 ms [2021-01-21 23:04:43 main:574] : INFO : Epoch 940 | loss: 0.0311875 | val_loss: 0.0311888 | Time: 2544.74 ms [2021-01-21 23:04:46 main:574] : INFO : Epoch 941 | loss: 0.031188 | val_loss: 0.0311905 | Time: 2530.22 ms [2021-01-21 23:04:49 main:574] : INFO : Epoch 942 | loss: 0.0311862 | val_loss: 0.0311861 | Time: 2582.71 ms [2021-01-21 23:04:51 main:574] : INFO : Epoch 943 | loss: 0.0311854 | val_loss: 0.0311844 | Time: 2618.08 ms [2021-01-21 23:04:54 main:574] : INFO : Epoch 944 | loss: 0.0311852 | val_loss: 0.0311828 | Time: 2584.88 ms [2021-01-21 23:04:57 main:574] : INFO : Epoch 945 | loss: 0.0311838 | val_loss: 0.0311806 | Time: 2596 ms [2021-01-21 23:04:59 main:574] : INFO : Epoch 946 | loss: 0.0311817 | val_loss: 0.0311799 | Time: 2568.97 ms [2021-01-21 23:05:02 main:574] : INFO : Epoch 947 | loss: 0.0311811 | val_loss: 0.0311798 | Time: 2679.82 ms [2021-01-21 23:05:04 main:574] : INFO : Epoch 948 | loss: 0.0311795 | val_loss: 0.0311781 | Time: 2549.24 ms [2021-01-21 23:05:07 main:574] : INFO : Epoch 949 | loss: 0.0311784 | val_loss: 0.0311762 | Time: 2573.54 ms [2021-01-21 23:05:10 main:574] : INFO : Epoch 950 | loss: 0.0311763 | val_loss: 0.0311751 | Time: 2536.48 ms [2021-01-21 23:05:12 main:574] : INFO : Epoch 951 | loss: 0.0311753 | val_loss: 0.0311744 | Time: 2599.24 ms [2021-01-21 23:05:15 main:574] : INFO : Epoch 952 | loss: 0.0311748 | val_loss: 0.0311765 | Time: 2622.96 ms [2021-01-21 23:05:18 main:574] : INFO : Epoch 953 | loss: 0.0311748 | val_loss: 0.0311727 | Time: 2562.41 ms [2021-01-21 23:05:20 main:574] : INFO : Epoch 954 | loss: 0.0311733 | val_loss: 0.0311719 | Time: 2590.58 ms [2021-01-21 23:05:23 main:574] : INFO : Epoch 955 | loss: 0.0311728 | val_loss: 0.0311732 | Time: 2618.65 ms [2021-01-21 23:05:26 main:574] : INFO : Epoch 956 | loss: 0.0311726 | val_loss: 0.0311719 | Time: 2595.58 ms [2021-01-21 23:05:28 main:574] : INFO : Epoch 957 | loss: 0.0311721 | val_loss: 0.0311706 | Time: 2675.13 ms [2021-01-21 23:05:31 main:574] : INFO : Epoch 958 | loss: 0.0311703 | val_loss: 0.0311685 | Time: 2582.11 ms [2021-01-21 23:05:34 main:574] : INFO : Epoch 959 | loss: 0.0311691 | val_loss: 0.0311702 | Time: 2551.12 ms [2021-01-21 23:05:36 main:574] : INFO : Epoch 960 | loss: 0.0311682 | val_loss: 0.031169 | Time: 2583.14 ms [2021-01-21 23:05:39 main:574] : INFO : Epoch 961 | loss: 0.0311682 | val_loss: 0.0311664 | Time: 2526.9 ms [2021-01-21 23:05:41 main:574] : INFO : Epoch 962 | loss: 0.0311708 | val_loss: 0.0311692 | Time: 2549.75 ms [2021-01-21 23:05:44 main:574] : INFO : Epoch 963 | loss: 0.0311696 | val_loss: 0.0311723 | Time: 2605.42 ms [2021-01-21 23:05:47 main:574] : INFO : Epoch 964 | loss: 0.031168 | val_loss: 0.0311665 | Time: 2537.79 ms [2021-01-21 23:05:49 main:574] : INFO : Epoch 965 | loss: 0.0311657 | val_loss: 0.0311659 | Time: 2618 ms [2021-01-21 23:05:52 main:574] : INFO : Epoch 966 | loss: 0.0311655 | val_loss: 0.0311657 | Time: 2547.24 ms [2021-01-21 23:05:54 main:574] : INFO : Epoch 967 | loss: 0.031164 | val_loss: 0.0311643 | Time: 2614.61 ms [2021-01-21 23:05:57 main:574] : INFO : Epoch 968 | loss: 0.0311631 | val_loss: 0.0311636 | Time: 2567.97 ms [2021-01-21 23:06:00 main:574] : INFO : Epoch 969 | loss: 0.031163 | val_loss: 0.0311634 | Time: 2652.9 ms [2021-01-21 23:06:02 main:574] : INFO : Epoch 970 | loss: 0.0311641 | val_loss: 0.0311626 | Time: 2556.21 ms [2021-01-21 23:06:05 main:574] : INFO : Epoch 971 | loss: 0.0311626 | val_loss: 0.0311622 | Time: 2537.01 ms [2021-01-21 23:06:08 main:574] : INFO : Epoch 972 | loss: 0.0311616 | val_loss: 0.0311623 | Time: 2578.76 ms [2021-01-21 23:06:10 main:574] : INFO : Epoch 973 | loss: 0.0311614 | val_loss: 0.0311616 | Time: 2517.84 ms [2021-01-21 23:06:13 main:574] : INFO : Epoch 974 | loss: 0.031165 | val_loss: 0.0311606 | Time: 2606.38 ms [2021-01-21 23:06:15 main:574] : INFO : Epoch 975 | loss: 0.0311616 | val_loss: 0.0311604 | Time: 2558.38 ms [2021-01-21 23:06:18 main:574] : INFO : Epoch 976 | loss: 0.0311609 | val_loss: 0.0311601 | Time: 2552.84 ms [2021-01-21 23:06:21 main:574] : INFO : Epoch 977 | loss: 0.0311606 | val_loss: 0.0311605 | Time: 2632.19 ms [2021-01-21 23:06:23 main:574] : INFO : Epoch 978 | loss: 0.031159 | val_loss: 0.0311582 | Time: 2583.56 ms [2021-01-21 23:06:26 main:574] : INFO : Epoch 979 | loss: 0.0311588 | val_loss: 0.0311574 | Time: 2616.79 ms [2021-01-21 23:06:29 main:574] : INFO : Epoch 980 | loss: 0.0311578 | val_loss: 0.0311609 | Time: 2609.71 ms [2021-01-21 23:06:31 main:574] : INFO : Epoch 981 | loss: 0.0311588 | val_loss: 0.0311572 | Time: 2608.55 ms [2021-01-21 23:06:34 main:574] : INFO : Epoch 982 | loss: 0.0311597 | val_loss: 0.0311631 | Time: 2475.28 ms [2021-01-21 23:06:36 main:574] : INFO : Epoch 983 | loss: 0.0311617 | val_loss: 0.0311727 | Time: 2622.58 ms [2021-01-21 23:06:39 main:574] : INFO : Epoch 984 | loss: 0.0311625 | val_loss: 0.0311582 | Time: 2574.41 ms [2021-01-21 23:06:42 main:574] : INFO : Epoch 985 | loss: 0.0311617 | val_loss: 0.0311582 | Time: 2521.01 ms [2021-01-21 23:06:44 main:574] : INFO : Epoch 986 | loss: 0.0311577 | val_loss: 0.0311588 | Time: 2569.73 ms [2021-01-21 23:06:47 main:574] : INFO : Epoch 987 | loss: 0.0311588 | val_loss: 0.0311602 | Time: 2555.19 ms [2021-01-21 23:06:50 main:574] : INFO : Epoch 988 | loss: 0.0311562 | val_loss: 0.0311584 | Time: 2591.93 ms [2021-01-21 23:06:52 main:574] : INFO : Epoch 989 | loss: 0.0311559 | val_loss: 0.0311596 | Time: 2585.32 ms [2021-01-21 23:06:55 main:574] : INFO : Epoch 990 | loss: 0.0311558 | val_loss: 0.0311562 | Time: 2596.17 ms [2021-01-21 23:06:57 main:574] : INFO : Epoch 991 | loss: 0.0311558 | val_loss: 0.0311581 | Time: 2630.44 ms [2021-01-21 23:07:00 main:574] : INFO : Epoch 992 | loss: 0.0311556 | val_loss: 0.0311552 | Time: 2610.14 ms [2021-01-21 23:07:03 main:574] : INFO : Epoch 993 | loss: 0.0311546 | val_loss: 0.0311523 | Time: 2617.39 ms [2021-01-21 23:07:05 main:574] : INFO : Epoch 994 | loss: 0.0311533 | val_loss: 0.0311556 | Time: 2553.51 ms [2021-01-21 23:07:08 main:574] : INFO : Epoch 995 | loss: 0.0311534 | val_loss: 0.0311631 | Time: 2559.24 ms [2021-01-21 23:07:11 main:574] : INFO : Epoch 996 | loss: 0.0311519 | val_loss: 0.031152 | Time: 2510.8 ms [2021-01-21 23:07:13 main:574] : INFO : Epoch 997 | loss: 0.0311513 | val_loss: 0.031151 | Time: 2636.02 ms [2021-01-21 23:07:16 main:574] : INFO : Epoch 998 | loss: 0.0311484 | val_loss: 0.0311495 | Time: 2537.44 ms [2021-01-21 23:07:18 main:574] : INFO : Epoch 999 | loss: 0.0311505 | val_loss: 0.0311528 | Time: 2606.17 ms [2021-01-21 23:07:21 main:574] : INFO : Epoch 1000 | loss: 0.0311509 | val_loss: 0.0311509 | Time: 2533.77 ms [2021-01-21 23:07:24 main:574] : INFO : Epoch 1001 | loss: 0.0311498 | val_loss: 0.0311531 | Time: 2652.39 ms [2021-01-21 23:07:26 main:574] : INFO : Epoch 1002 | loss: 0.0311517 | val_loss: 0.031147 | Time: 2625.24 ms [2021-01-21 23:07:29 main:574] : INFO : Epoch 1003 | loss: 0.0311492 | val_loss: 0.0311512 | Time: 2594.87 ms [2021-01-21 23:07:32 main:574] : INFO : Epoch 1004 | loss: 0.0311527 | val_loss: 0.0311729 | Time: 2635.29 ms [2021-01-21 23:07:35 main:574] : INFO : Epoch 1005 | loss: 0.0311547 | val_loss: 0.0311506 | Time: 2846.44 ms [2021-01-21 23:07:37 main:574] : INFO : Epoch 1006 | loss: 0.0311518 | val_loss: 0.0311592 | Time: 2742.77 ms [2021-01-21 23:07:40 main:574] : INFO : Epoch 1007 | loss: 0.0311496 | val_loss: 0.0311631 | Time: 2809.46 ms [2021-01-21 23:07:43 main:574] : INFO : Epoch 1008 | loss: 0.0311483 | val_loss: 0.0311447 | Time: 2609.26 ms [2021-01-21 23:07:46 main:574] : INFO : Epoch 1009 | loss: 0.0311447 | val_loss: 0.0311449 | Time: 2679.61 ms [2021-01-21 23:07:48 main:574] : INFO : Epoch 1010 | loss: 0.031144 | val_loss: 0.0311433 | Time: 2683.7 ms [2021-01-21 23:07:51 main:574] : INFO : Epoch 1011 | loss: 0.0311409 | val_loss: 0.0311411 | Time: 2567.47 ms [2021-01-21 23:07:54 main:574] : INFO : Epoch 1012 | loss: 0.0311428 | val_loss: 0.0311517 | Time: 2659.59 ms [2021-01-21 23:07:56 main:574] : INFO : Epoch 1013 | loss: 0.0311491 | val_loss: 0.0311419 | Time: 2663.13 ms [2021-01-21 23:07:59 main:574] : INFO : Epoch 1014 | loss: 0.0311444 | val_loss: 0.0311537 | Time: 2603.89 ms [2021-01-21 23:08:02 main:574] : INFO : Epoch 1015 | loss: 0.0311538 | val_loss: 0.0311403 | Time: 2556.11 ms [2021-01-21 23:08:04 main:574] : INFO : Epoch 1016 | loss: 0.0311499 | val_loss: 0.0311668 | Time: 2544 ms [2021-01-21 23:08:07 main:574] : INFO : Epoch 1017 | loss: 0.0311439 | val_loss: 0.0311418 | Time: 2637.19 ms [2021-01-21 23:08:10 main:574] : INFO : Epoch 1018 | loss: 0.0311412 | val_loss: 0.0311634 | Time: 2592.49 ms [2021-01-21 23:08:12 main:574] : INFO : Epoch 1019 | loss: 0.0311429 | val_loss: 0.0311377 | Time: 2642.86 ms [2021-01-21 23:08:15 main:574] : INFO : Epoch 1020 | loss: 0.0311399 | val_loss: 0.031138 | Time: 2571.45 ms [2021-01-21 23:08:18 main:574] : INFO : Epoch 1021 | loss: 0.0311374 | val_loss: 0.0311363 | Time: 2557.78 ms [2021-01-21 23:08:20 main:574] : INFO : Epoch 1022 | loss: 0.0311378 | val_loss: 0.0311373 | Time: 2568.48 ms [2021-01-21 23:08:23 main:574] : INFO : Epoch 1023 | loss: 0.0311437 | val_loss: 0.0311355 | Time: 2534.91 ms [2021-01-21 23:08:25 main:574] : INFO : Epoch 1024 | loss: 0.0311382 | val_loss: 0.0311373 | Time: 2617.26 ms [2021-01-21 23:08:25 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311373 [2021-01-21 23:08:25 main:603] : INFO : Saving end state to config to file [2021-01-21 23:08:25 main:608] : INFO : Success, exiting.. 23:08:25 (15568): 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)