Task 3361656
| Name | ParityMachine-1606531428-27689-2_2 |
| Workunit | 1465927 |
| Created | 19 Dec 2020, 20:40:49 UTC |
| Sent | 19 Dec 2020, 21:15:53 UTC |
| Report deadline | 26 Dec 2020, 21:15:53 UTC |
| Received | 21 Dec 2020, 5:03:12 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5512 |
| Run time | 42 min 19 sec |
| CPU time | 37 min 54 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 13,714.14 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.44 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> INFO : Epoch 514 | loss: 0.0310744 | val_loss: 0.0312083 | Time: 2565.35 ms [2020-12-21 05:42:01 main:574] : INFO : Epoch 515 | loss: 0.0310776 | val_loss: 0.0312004 | Time: 2569.81 ms [2020-12-21 05:42:04 main:574] : INFO : Epoch 516 | loss: 0.0310882 | val_loss: 0.0312043 | Time: 2512.25 ms [2020-12-21 05:42:06 main:574] : INFO : Epoch 517 | loss: 0.0310794 | val_loss: 0.0311964 | Time: 2619.14 ms [2020-12-21 05:42:09 main:574] : INFO : Epoch 518 | loss: 0.0310784 | val_loss: 0.0312049 | Time: 2601.49 ms [2020-12-21 05:42:12 main:574] : INFO : Epoch 519 | loss: 0.0310741 | val_loss: 0.0312029 | Time: 2528.27 ms [2020-12-21 05:42:14 main:574] : INFO : Epoch 520 | loss: 0.0310785 | val_loss: 0.0312136 | Time: 2573.81 ms [2020-12-21 05:42:17 main:574] : INFO : Epoch 521 | loss: 0.0310711 | val_loss: 0.0311989 | Time: 2611.94 ms [2020-12-21 05:42:19 main:574] : INFO : Epoch 522 | loss: 0.0310708 | val_loss: 0.0312068 | Time: 2603.05 ms [2020-12-21 05:42:22 main:574] : INFO : Epoch 523 | loss: 0.0310684 | val_loss: 0.0312018 | Time: 2532.82 ms [2020-12-21 05:42:25 main:574] : INFO : Epoch 524 | loss: 0.031065 | val_loss: 0.0312248 | Time: 2634.5 ms [2020-12-21 05:42:27 main:574] : INFO : Epoch 525 | loss: 0.0310801 | val_loss: 0.0312098 | Time: 2684.19 ms [2020-12-21 05:42:30 main:574] : INFO : Epoch 526 | loss: 0.0310726 | val_loss: 0.0312211 | Time: 2521.52 ms [2020-12-21 05:42:33 main:574] : INFO : Epoch 527 | loss: 0.0310695 | val_loss: 0.0312081 | Time: 2634.05 ms [2020-12-21 05:42:35 main:574] : INFO : Epoch 528 | loss: 0.0310768 | val_loss: 0.0312178 | Time: 2484.21 ms [2020-12-21 05:42:38 main:574] : INFO : Epoch 529 | loss: 0.0310873 | val_loss: 0.0312146 | Time: 2696.55 ms [2020-12-21 05:42:40 main:574] : INFO : Epoch 530 | loss: 0.0310865 | val_loss: 0.0312205 | Time: 2637.87 ms [2020-12-21 05:42:43 main:574] : INFO : Epoch 531 | loss: 0.0310989 | val_loss: 0.0312045 | Time: 2534.41 ms [2020-12-21 05:42:46 main:574] : INFO : Epoch 532 | loss: 0.0310883 | val_loss: 0.0312177 | Time: 2648.23 ms [2020-12-21 05:42:48 main:574] : INFO : Epoch 533 | loss: 0.0310822 | val_loss: 0.0311965 | Time: 2524.24 ms [2020-12-21 05:42:51 main:574] : INFO : Epoch 534 | loss: 0.0310835 | val_loss: 0.0311943 | Time: 2425.67 ms [2020-12-21 05:42:53 main:574] : INFO : Epoch 535 | loss: 0.0310752 | val_loss: 0.0312082 | Time: 2447.07 ms [2020-12-21 05:42:56 main:574] : INFO : Epoch 536 | loss: 0.0310766 | val_loss: 0.031195 | Time: 2398 ms [2020-12-21 05:42:58 main:574] : INFO : Epoch 537 | loss: 0.0310887 | val_loss: 0.0312061 | Time: 2618.08 ms [2020-12-21 05:43:01 main:574] : INFO : Epoch 538 | loss: 0.0310768 | val_loss: 0.0312054 | Time: 2540.77 ms [2020-12-21 05:43:03 main:574] : INFO : Epoch 539 | loss: 0.0310714 | val_loss: 0.0312095 | Time: 2502.59 ms [2020-12-21 05:43:06 main:574] : INFO : Epoch 540 | loss: 0.031068 | val_loss: 0.0312123 | Time: 2446.27 ms [2020-12-21 05:43:08 main:574] : INFO : Epoch 541 | loss: 0.031108 | val_loss: 0.0311895 | Time: 2468.07 ms [2020-12-21 05:43:11 main:574] : INFO : Epoch 542 | loss: 0.0311205 | val_loss: 0.0311809 | Time: 2420.15 ms [2020-12-21 05:43:13 main:574] : INFO : Epoch 543 | loss: 0.0311076 | val_loss: 0.031197 | Time: 2433.87 ms [2020-12-21 05:43:16 main:574] : INFO : Epoch 544 | loss: 0.0310913 | val_loss: 0.0312057 | Time: 2552.89 ms [2020-12-21 05:43:18 main:574] : INFO : Epoch 545 | loss: 0.0310931 | val_loss: 0.0311971 | Time: 2590.34 ms [2020-12-21 05:43:21 main:574] : INFO : Epoch 546 | loss: 0.031096 | val_loss: 0.0311957 | Time: 2495.5 ms [2020-12-21 05:43:23 main:574] : INFO : Epoch 547 | loss: 0.0310912 | val_loss: 0.0312038 | Time: 2502.44 ms [2020-12-21 05:43:26 main:574] : INFO : Epoch 548 | loss: 0.0310864 | val_loss: 0.031202 | Time: 2446.6 ms [2020-12-21 05:43:29 main:574] : INFO : Epoch 549 | loss: 0.0310808 | val_loss: 0.0311966 | Time: 2556.28 ms [2020-12-21 05:43:31 main:574] : INFO : Epoch 550 | loss: 0.0310749 | val_loss: 0.0312083 | Time: 2546.91 ms [2020-12-21 05:43:34 main:574] : INFO : Epoch 551 | loss: 0.0310711 | val_loss: 0.0312165 | Time: 2392.86 ms [2020-12-21 05:43:36 main:574] : INFO : Epoch 552 | loss: 0.0310665 | val_loss: 0.0312231 | Time: 2423.76 ms [2020-12-21 05:43:38 main:574] : INFO : Epoch 553 | loss: 0.0310725 | val_loss: 0.0312121 | Time: 2480.91 ms [2020-12-21 05:43:41 main:574] : INFO : Epoch 554 | loss: 0.0310773 | val_loss: 0.0311981 | Time: 2463.6 ms [2020-12-21 05:43:44 main:574] : INFO : Epoch 555 | loss: 0.0310724 | val_loss: 0.0312138 | Time: 2544.96 ms [2020-12-21 05:43:46 main:574] : INFO : Epoch 556 | loss: 0.0310753 | val_loss: 0.0312167 | Time: 2588.93 ms [2020-12-21 05:43:49 main:574] : INFO : Epoch 557 | loss: 0.03107 | val_loss: 0.0312077 | Time: 2566.55 ms [2020-12-21 05:43:51 main:574] : INFO : Epoch 558 | loss: 0.0310731 | val_loss: 0.0312222 | Time: 2441.48 ms [2020-12-21 05:43:54 main:574] : INFO : Epoch 559 | loss: 0.0310729 | val_loss: 0.0312125 | Time: 2488.29 ms [2020-12-21 05:43:56 main:574] : INFO : Epoch 560 | loss: 0.0310763 | val_loss: 0.0311981 | Time: 2461.43 ms [2020-12-21 05:43:59 main:574] : INFO : Epoch 561 | loss: 0.0310722 | val_loss: 0.0312216 | Time: 2432.88 ms [2020-12-21 05:44:01 main:574] : INFO : Epoch 562 | loss: 0.0310698 | val_loss: 0.0312103 | Time: 2476.68 ms [2020-12-21 05:44:04 main:574] : INFO : Epoch 563 | loss: 0.0310824 | val_loss: 0.0311992 | Time: 2466.98 ms [2020-12-21 05:44:06 main:574] : INFO : Epoch 564 | loss: 0.0310863 | val_loss: 0.0312136 | Time: 2355.13 ms [2020-12-21 05:44:09 main:574] : INFO : Epoch 565 | loss: 0.0310705 | val_loss: 0.031208 | Time: 2453.07 ms [2020-12-21 05:44:11 main:574] : INFO : Epoch 566 | loss: 0.0310681 | val_loss: 0.03121 | Time: 2450.56 ms [2020-12-21 05:44:14 main:574] : INFO : Epoch 567 | loss: 0.0310676 | val_loss: 0.0312137 | Time: 2512.35 ms [2020-12-21 05:44:16 main:574] : INFO : Epoch 568 | loss: 0.0310712 | val_loss: 0.0312241 | Time: 2530.73 ms [2020-12-21 05:44:19 main:574] : INFO : Epoch 569 | loss: 0.0310715 | val_loss: 0.0312198 | Time: 2483.63 ms [2020-12-21 05:44:21 main:574] : INFO : Epoch 570 | loss: 0.0310708 | val_loss: 0.0312091 | Time: 2510.95 ms [2020-12-21 05:44:24 main:574] : INFO : Epoch 571 | loss: 0.0310737 | val_loss: 0.0312005 | Time: 2449.71 ms [2020-12-21 05:44:26 main:574] : INFO : Epoch 572 | loss: 0.0310727 | val_loss: 0.0312111 | Time: 2517.94 ms [2020-12-21 05:44:29 main:574] : INFO : Epoch 573 | loss: 0.0310706 | val_loss: 0.0312244 | Time: 2533.68 ms [2020-12-21 05:44:31 main:574] : INFO : Epoch 574 | loss: 0.0310734 | val_loss: 0.0312076 | Time: 2445.91 ms [2020-12-21 05:44:34 main:574] : INFO : Epoch 575 | loss: 0.0310671 | val_loss: 0.0312209 | Time: 2575.13 ms [2020-12-21 05:44:36 main:574] : INFO : Epoch 576 | loss: 0.0310618 | val_loss: 0.031207 | Time: 2498.81 ms [2020-12-21 05:44:39 main:574] : INFO : Epoch 577 | loss: 0.0310728 | val_loss: 0.0312019 | Time: 2528.29 ms [2020-12-21 05:44:42 main:574] : INFO : Epoch 578 | loss: 0.0310817 | val_loss: 0.0312122 | Time: 2570.11 ms [2020-12-21 05:44:44 main:574] : INFO : Epoch 579 | loss: 0.0310711 | val_loss: 0.031211 | Time: 2545.91 ms [2020-12-21 05:44:47 main:574] : INFO : Epoch 580 | loss: 0.0310665 | val_loss: 0.0312111 | Time: 2519.71 ms [2020-12-21 05:44:49 main:574] : INFO : Epoch 581 | loss: 0.0310665 | val_loss: 0.0312165 | Time: 2477.22 ms [2020-12-21 05:44:52 main:574] : INFO : Epoch 582 | loss: 0.0310879 | val_loss: 0.0312026 | Time: 2556.1 ms [2020-12-21 05:44:54 main:574] : INFO : Epoch 583 | loss: 0.0310856 | val_loss: 0.0312122 | Time: 2519.78 ms [2020-12-21 05:44:57 main:574] : INFO : Epoch 584 | loss: 0.0310862 | val_loss: 0.031204 | Time: 2523.16 ms [2020-12-21 05:44:59 main:574] : INFO : Epoch 585 | loss: 0.0310761 | val_loss: 0.0312105 | Time: 2556.73 ms [2020-12-21 05:45:02 main:574] : INFO : Epoch 586 | loss: 0.0310704 | val_loss: 0.0312055 | Time: 2545.7 ms [2020-12-21 05:45:05 main:574] : INFO : Epoch 587 | loss: 0.0310713 | val_loss: 0.0311994 | Time: 2541.92 ms [2020-12-21 05:45:07 main:574] : INFO : Epoch 588 | loss: 0.0310846 | val_loss: 0.0311721 | Time: 2423.86 ms [2020-12-21 05:45:10 main:574] : INFO : Epoch 589 | loss: 0.0310843 | val_loss: 0.0312031 | Time: 2524.55 ms [2020-12-21 05:45:12 main:574] : INFO : Epoch 590 | loss: 0.0310711 | val_loss: 0.0312187 | Time: 2549.02 ms [2020-12-21 05:45:15 main:574] : INFO : Epoch 591 | loss: 0.0310676 | val_loss: 0.0312048 | Time: 2455.37 ms [2020-12-21 05:45:17 main:574] : INFO : Epoch 592 | loss: 0.0310622 | val_loss: 0.0312168 | Time: 2476.16 ms [2020-12-21 05:45:20 main:574] : INFO : Epoch 593 | loss: 0.0310687 | val_loss: 0.0312092 | Time: 2494.69 ms [2020-12-21 05:45:22 main:574] : INFO : Epoch 594 | loss: 0.0310705 | val_loss: 0.0312077 | Time: 2537.66 ms [2020-12-21 05:45:25 main:574] : INFO : Epoch 595 | loss: 0.0310651 | val_loss: 0.0312095 | Time: 2618.58 ms [2020-12-21 05:45:27 main:574] : INFO : Epoch 596 | loss: 0.0310647 | val_loss: 0.0311993 | Time: 2527.9 ms [2020-12-21 05:45:30 main:574] : INFO : Epoch 597 | loss: 0.0310669 | val_loss: 0.0312236 | Time: 2487.37 ms [2020-12-21 05:45:33 main:574] : INFO : Epoch 598 | loss: 0.0310646 | val_loss: 0.0312223 | Time: 2531.69 ms [2020-12-21 05:45:35 main:574] : INFO : Epoch 599 | loss: 0.0310571 | val_loss: 0.0312167 | Time: 2533.85 ms [2020-12-21 05:45:38 main:574] : INFO : Epoch 600 | loss: 0.0310625 | val_loss: 0.031206 | Time: 2513.21 ms [2020-12-21 05:45:40 main:574] : INFO : Epoch 601 | loss: 0.0310736 | val_loss: 0.0312053 | Time: 2470.63 ms [2020-12-21 05:45:43 main:574] : INFO : Epoch 602 | loss: 0.0310694 | val_loss: 0.0312161 | Time: 2506.18 ms [2020-12-21 05:45:45 main:574] : INFO : Epoch 603 | loss: 0.0310642 | val_loss: 0.0312113 | Time: 2581.8 ms [2020-12-21 05:45:48 main:574] : INFO : Epoch 604 | loss: 0.0310736 | val_loss: 0.031202 | Time: 2578.52 ms [2020-12-21 05:45:51 main:574] : INFO : Epoch 605 | loss: 0.0310765 | val_loss: 0.0312133 | Time: 2614.91 ms [2020-12-21 05:45:53 main:574] : INFO : Epoch 606 | loss: 0.0310695 | val_loss: 0.0312122 | Time: 2416.67 ms [2020-12-21 05:45:56 main:574] : INFO : Epoch 607 | loss: 0.0310679 | val_loss: 0.0312046 | Time: 2512.81 ms [2020-12-21 05:45:58 main:574] : INFO : Epoch 608 | loss: 0.031086 | val_loss: 0.0311888 | Time: 2653.28 ms [2020-12-21 05:46:01 main:574] : INFO : Epoch 609 | loss: 0.0311081 | val_loss: 0.0311945 | Time: 2577.32 ms [2020-12-21 05:46:03 main:574] : INFO : Epoch 610 | loss: 0.0311011 | val_loss: 0.0311938 | Time: 2464.58 ms [2020-12-21 05:46:06 main:574] : INFO : Epoch 611 | loss: 0.0311008 | val_loss: 0.031185 | Time: 2568.94 ms [2020-12-21 05:46:09 main:574] : INFO : Epoch 612 | loss: 0.0311217 | val_loss: 0.0311821 | Time: 2500.92 ms [2020-12-21 05:46:11 main:574] : INFO : Epoch 613 | loss: 0.0311051 | val_loss: 0.0312003 | Time: 2467.89 ms [2020-12-21 05:46:14 main:574] : INFO : Epoch 614 | loss: 0.0310938 | val_loss: 0.0311935 | Time: 2541.56 ms [2020-12-21 05:46:16 main:574] : INFO : Epoch 615 | loss: 0.0310807 | val_loss: 0.0311994 | Time: 2502.03 ms [2020-12-21 05:46:19 main:574] : INFO : Epoch 616 | loss: 0.0310794 | val_loss: 0.0312222 | Time: 2585.61 ms [2020-12-21 05:46:21 main:574] : INFO : Epoch 617 | loss: 0.031077 | val_loss: 0.0312305 | Time: 2600.01 ms [2020-12-21 05:46:24 main:574] : INFO : Epoch 618 | loss: 0.0310759 | val_loss: 0.0312169 | Time: 2560.95 ms [2020-12-21 05:46:26 main:574] : INFO : Epoch 619 | loss: 0.0310684 | val_loss: 0.0312219 | Time: 2512.59 ms [2020-12-21 05:46:29 main:574] : INFO : Epoch 620 | loss: 0.0310763 | val_loss: 0.0312046 | Time: 2540.05 ms [2020-12-21 05:46:32 main:574] : INFO : Epoch 621 | loss: 0.0310718 | val_loss: 0.0312037 | Time: 2468.45 ms [2020-12-21 05:46:34 main:574] : INFO : Epoch 622 | loss: 0.0310654 | val_loss: 0.0312201 | Time: 2456.72 ms [2020-12-21 05:46:37 main:574] : INFO : Epoch 623 | loss: 0.0310611 | val_loss: 0.0312137 | Time: 2643.58 ms [2020-12-21 05:46:39 main:574] : INFO : Epoch 624 | loss: 0.0310995 | val_loss: 0.0311872 | Time: 2519.88 ms [2020-12-21 05:46:42 main:574] : INFO : Epoch 625 | loss: 0.0311506 | val_loss: 0.0311756 | Time: 2529.11 ms [2020-12-21 05:46:44 main:574] : INFO : Epoch 626 | loss: 0.0311375 | val_loss: 0.0311796 | Time: 2482.28 ms [2020-12-21 05:46:47 main:574] : INFO : Epoch 627 | loss: 0.0311313 | val_loss: 0.0311778 | Time: 2522.68 ms [2020-12-21 05:46:49 main:574] : INFO : Epoch 628 | loss: 0.0311235 | val_loss: 0.0311789 | Time: 2515.79 ms [2020-12-21 05:46:52 main:574] : INFO : Epoch 629 | loss: 0.0311205 | val_loss: 0.0311824 | Time: 2485.82 ms [2020-12-21 05:46:55 main:574] : INFO : Epoch 630 | loss: 0.0311169 | val_loss: 0.031182 | Time: 2574.04 ms [2020-12-21 05:46:57 main:574] : INFO : Epoch 631 | loss: 0.0311171 | val_loss: 0.0311816 | Time: 2508.2 ms [2020-12-21 05:47:00 main:574] : INFO : Epoch 632 | loss: 0.0311159 | val_loss: 0.0311883 | Time: 2494.08 ms [2020-12-21 05:47:02 main:574] : INFO : Epoch 633 | loss: 0.0311082 | val_loss: 0.0311852 | Time: 2463.84 ms [2020-12-21 05:47:05 main:574] : INFO : Epoch 634 | loss: 0.0311062 | val_loss: 0.031186 | Time: 2523.17 ms [2020-12-21 05:47:07 main:574] : INFO : Epoch 635 | loss: 0.0311022 | val_loss: 0.0311943 | Time: 2465.09 ms [2020-12-21 05:47:10 main:574] : INFO : Epoch 636 | loss: 0.0310996 | val_loss: 0.0311889 | Time: 2595.41 ms [2020-12-21 05:47:12 main:574] : INFO : Epoch 637 | loss: 0.031095 | val_loss: 0.0311927 | Time: 2578.34 ms [2020-12-21 05:47:15 main:574] : INFO : Epoch 638 | loss: 0.0310934 | val_loss: 0.0311932 | Time: 2554.08 ms [2020-12-21 05:47:17 main:574] : INFO : Epoch 639 | loss: 0.0310909 | val_loss: 0.0311903 | Time: 2516.31 ms [2020-12-21 05:47:20 main:574] : INFO : Epoch 640 | loss: 0.0310857 | val_loss: 0.0312037 | Time: 2593.49 ms [2020-12-21 05:47:23 main:574] : INFO : Epoch 641 | loss: 0.0310854 | val_loss: 0.0312098 | Time: 2534.81 ms [2020-12-21 05:47:25 main:574] : INFO : Epoch 642 | loss: 0.0310813 | val_loss: 0.0312089 | Time: 2618.03 ms [2020-12-21 05:47:28 main:574] : INFO : Epoch 643 | loss: 0.0310775 | val_loss: 0.0312056 | Time: 2628.42 ms [2020-12-21 05:47:30 main:574] : INFO : Epoch 644 | loss: 0.0310794 | val_loss: 0.0312033 | Time: 2515.84 ms [2020-12-21 05:47:33 main:574] : INFO : Epoch 645 | loss: 0.0310723 | val_loss: 0.0312048 | Time: 2549.87 ms [2020-12-21 05:47:36 main:574] : INFO : Epoch 646 | loss: 0.0310701 | val_loss: 0.0312099 | Time: 2473.56 ms [2020-12-21 05:47:38 main:574] : INFO : Epoch 647 | loss: 0.0310717 | val_loss: 0.0312044 | Time: 2521.72 ms [2020-12-21 05:47:41 main:574] : INFO : Epoch 648 | loss: 0.0310774 | val_loss: 0.0311994 | Time: 2527.12 ms [2020-12-21 05:47:43 main:574] : INFO : Epoch 649 | loss: 0.031078 | val_loss: 0.0312 | Time: 2457.55 ms [2020-12-21 05:47:46 main:574] : INFO : Epoch 650 | loss: 0.0310747 | val_loss: 0.0312106 | Time: 2535.89 ms [2020-12-21 05:47:48 main:574] : INFO : Epoch 651 | loss: 0.0311038 | val_loss: 0.0311815 | Time: 2536.59 ms [2020-12-21 05:47:51 main:574] : INFO : Epoch 652 | loss: 0.0311255 | val_loss: 0.0311797 | Time: 2536.79 ms [2020-12-21 05:47:53 main:574] : INFO : Epoch 653 | loss: 0.0311114 | val_loss: 0.0311954 | Time: 2523.08 ms [2020-12-21 05:47:56 main:574] : INFO : Epoch 654 | loss: 0.0311017 | val_loss: 0.0312013 | Time: 2438.41 ms [2020-12-21 05:47:58 main:574] : INFO : Epoch 655 | loss: 0.031093 | val_loss: 0.0311898 | Time: 2584.34 ms [2020-12-21 05:48:01 main:574] : INFO : Epoch 656 | loss: 0.0310925 | val_loss: 0.0312137 | Time: 2524.04 ms [2020-12-21 05:48:04 main:574] : INFO : Epoch 657 | loss: 0.0310884 | val_loss: 0.0312244 | Time: 2578.18 ms [2020-12-21 05:48:06 main:574] : INFO : Epoch 658 | loss: 0.0310798 | val_loss: 0.0312144 | Time: 2509.41 ms [2020-12-21 05:48:09 main:574] : INFO : Epoch 659 | loss: 0.0310842 | val_loss: 0.031201 | Time: 2592.55 ms [2020-12-21 05:48:11 main:574] : INFO : Epoch 660 | loss: 0.0310814 | val_loss: 0.031206 | Time: 2519.7 ms [2020-12-21 05:48:14 main:574] : INFO : Epoch 661 | loss: 0.0310742 | val_loss: 0.03122 | Time: 2584.66 ms [2020-12-21 05:48:17 main:574] : INFO : Epoch 662 | loss: 0.0310674 | val_loss: 0.031215 | Time: 2568.11 ms [2020-12-21 05:48:19 main:574] : INFO : Epoch 663 | loss: 0.0310662 | val_loss: 0.0312247 | Time: 2486.26 ms [2020-12-21 05:48:22 main:574] : INFO : Epoch 664 | loss: 0.0310674 | val_loss: 0.0312234 | Time: 2473.61 ms [2020-12-21 05:48:24 main:574] : INFO : Epoch 665 | loss: 0.0310854 | val_loss: 0.0312109 | Time: 2552.4 ms [2020-12-21 05:48:27 main:574] : INFO : Epoch 666 | loss: 0.031075 | val_loss: 0.0312231 | Time: 2642.08 ms [2020-12-21 05:48:29 main:574] : INFO : Epoch 667 | loss: 0.0310786 | val_loss: 0.0312189 | Time: 2500.44 ms [2020-12-21 05:48:32 main:574] : INFO : Epoch 668 | loss: 0.0310685 | val_loss: 0.0312116 | Time: 2426.95 ms [2020-12-21 05:48:34 main:574] : INFO : Epoch 669 | loss: 0.0310679 | val_loss: 0.0312166 | Time: 2665.75 ms [2020-12-21 05:48:37 main:574] : INFO : Epoch 670 | loss: 0.031072 | val_loss: 0.0312018 | Time: 2514.43 ms [2020-12-21 05:48:39 main:574] : INFO : Epoch 671 | loss: 0.0310803 | val_loss: 0.0312069 | Time: 2475.02 ms [2020-12-21 05:48:42 main:574] : INFO : Epoch 672 | loss: 0.0310887 | val_loss: 0.0312046 | Time: 2486.04 ms [2020-12-21 05:48:45 main:574] : INFO : Epoch 673 | loss: 0.031075 | val_loss: 0.0312172 | Time: 2493.8 ms [2020-12-21 05:48:47 main:574] : INFO : Epoch 674 | loss: 0.0310686 | val_loss: 0.0312082 | Time: 2603.49 ms [2020-12-21 05:48:50 main:574] : INFO : Epoch 675 | loss: 0.0310661 | val_loss: 0.0312147 | Time: 2540.67 ms [2020-12-21 05:48:52 main:574] : INFO : Epoch 676 | loss: 0.0310626 | val_loss: 0.0312158 | Time: 2519.2 ms [2020-12-21 05:48:55 main:574] : INFO : Epoch 677 | loss: 0.0310599 | val_loss: 0.0312145 | Time: 2484.76 ms [2020-12-21 05:48:57 main:574] : INFO : Epoch 678 | loss: 0.0310597 | val_loss: 0.0312292 | Time: 2553.28 ms [2020-12-21 05:49:00 main:574] : INFO : Epoch 679 | loss: 0.0310649 | val_loss: 0.0312172 | Time: 2543.85 ms [2020-12-21 05:49:03 main:574] : INFO : Epoch 680 | loss: 0.0310655 | val_loss: 0.03122 | Time: 2575.09 ms [2020-12-21 05:49:05 main:574] : INFO : Epoch 681 | loss: 0.0310602 | val_loss: 0.0312266 | Time: 2451.5 ms [2020-12-21 05:49:07 main:574] : INFO : Epoch 682 | loss: 0.0310572 | val_loss: 0.0312173 | Time: 2374.05 ms [2020-12-21 05:49:10 main:574] : INFO : Epoch 683 | loss: 0.0310586 | val_loss: 0.0312257 | Time: 2560.36 ms [2020-12-21 05:49:13 main:574] : INFO : Epoch 684 | loss: 0.0310628 | val_loss: 0.0312171 | Time: 2504.01 ms [2020-12-21 05:49:15 main:574] : INFO : Epoch 685 | loss: 0.0310624 | val_loss: 0.0312222 | Time: 2555.47 ms [2020-12-21 05:49:18 main:574] : INFO : Epoch 686 | loss: 0.0310672 | val_loss: 0.0312117 | Time: 2605.22 ms [2020-12-21 05:49:20 main:574] : INFO : Epoch 687 | loss: 0.0310803 | val_loss: 0.0312104 | Time: 2504.75 ms [2020-12-21 05:49:23 main:574] : INFO : Epoch 688 | loss: 0.031077 | val_loss: 0.0312065 | Time: 2515.17 ms [2020-12-21 05:49:25 main:574] : INFO : Epoch 689 | loss: 0.0310742 | val_loss: 0.0312231 | Time: 2564.89 ms [2020-12-21 05:49:28 main:574] : INFO : Epoch 690 | loss: 0.031064 | val_loss: 0.0312156 | Time: 2461.98 ms [2020-12-21 05:49:31 main:574] : INFO : Epoch 691 | loss: 0.0310613 | val_loss: 0.0312361 | Time: 2531.37 ms [2020-12-21 05:49:33 main:574] : INFO : Epoch 692 | loss: 0.0310614 | val_loss: 0.031222 | Time: 2607.12 ms [2020-12-21 05:49:36 main:574] : INFO : Epoch 693 | loss: 0.0310622 | val_loss: 0.0312369 | Time: 2588.33 ms [2020-12-21 05:49:38 main:574] : INFO : Epoch 694 | loss: 0.0310677 | val_loss: 0.031214 | Time: 2436.41 ms [2020-12-21 05:49:41 main:574] : INFO : Epoch 695 | loss: 0.031065 | val_loss: 0.0312228 | Time: 2473.3 ms [2020-12-21 05:49:43 main:574] : INFO : Epoch 696 | loss: 0.0310557 | val_loss: 0.0312362 | Time: 2470.19 ms [2020-12-21 05:49:46 main:574] : INFO : Epoch 697 | loss: 0.0310547 | val_loss: 0.0312164 | Time: 2505.23 ms [2020-12-21 05:49:48 main:574] : INFO : Epoch 698 | loss: 0.0310566 | val_loss: 0.0312093 | Time: 2579.44 ms [2020-12-21 05:49:51 main:574] : INFO : Epoch 699 | loss: 0.0310592 | val_loss: 0.0312133 | Time: 2535.86 ms [2020-12-21 05:49:53 main:574] : INFO : Epoch 700 | loss: 0.0310649 | val_loss: 0.0312018 | Time: 2368.38 ms [2020-12-21 05:49:56 main:574] : INFO : Epoch 701 | loss: 0.0310762 | val_loss: 0.0312224 | Time: 2474.97 ms [2020-12-21 05:49:58 main:574] : INFO : Epoch 702 | loss: 0.0310715 | val_loss: 0.0312101 | Time: 2499.2 ms [2020-12-21 05:50:01 main:574] : INFO : Epoch 703 | loss: 0.0310662 | val_loss: 0.0312158 | Time: 2505.43 ms [2020-12-21 05:50:04 main:574] : INFO : Epoch 704 | loss: 0.0310607 | val_loss: 0.0312144 | Time: 2645.73 ms [2020-12-21 05:50:06 main:574] : INFO : Epoch 705 | loss: 0.0310637 | val_loss: 0.0312138 | Time: 2463.04 ms [2020-12-21 05:50:09 main:574] : INFO : Epoch 706 | loss: 0.0310655 | val_loss: 0.0312272 | Time: 2473.21 ms [2020-12-21 05:50:11 main:574] : INFO : Epoch 707 | loss: 0.0310643 | val_loss: 0.0312074 | Time: 2576.25 ms [2020-12-21 05:50:14 main:574] : INFO : Epoch 708 | loss: 0.0310683 | val_loss: 0.0312184 | Time: 2480.92 ms [2020-12-21 05:50:16 main:574] : INFO : Epoch 709 | loss: 0.0310677 | val_loss: 0.0312328 | Time: 2328.92 ms [2020-12-21 05:50:19 main:574] : INFO : Epoch 710 | loss: 0.0310674 | val_loss: 0.0312142 | Time: 2419.03 ms [2020-12-21 05:50:21 main:574] : INFO : Epoch 711 | loss: 0.0310655 | val_loss: 0.0312212 | Time: 2442.75 ms [2020-12-21 05:50:23 main:574] : INFO : Epoch 712 | loss: 0.0311444 | val_loss: 0.03118 | Time: 2395.8 ms [2020-12-21 05:50:26 main:574] : INFO : Epoch 713 | loss: 0.031159 | val_loss: 0.0311694 | Time: 2474.72 ms [2020-12-21 05:50:28 main:574] : INFO : Epoch 714 | loss: 0.0311515 | val_loss: 0.0311661 | Time: 2385.23 ms [2020-12-21 05:50:31 main:574] : INFO : Epoch 715 | loss: 0.0311464 | val_loss: 0.0311638 | Time: 2414.77 ms [2020-12-21 05:50:33 main:574] : INFO : Epoch 716 | loss: 0.0311411 | val_loss: 0.0311646 | Time: 2391.13 ms [2020-12-21 05:50:36 main:574] : INFO : Epoch 717 | loss: 0.0311349 | val_loss: 0.031171 | Time: 2427.98 ms [2020-12-21 05:50:38 main:574] : INFO : Epoch 718 | loss: 0.0311309 | val_loss: 0.0311821 | Time: 2445.61 ms [2020-12-21 05:50:41 main:574] : INFO : Epoch 719 | loss: 0.0311254 | val_loss: 0.0311788 | Time: 2515.22 ms [2020-12-21 05:50:43 main:574] : INFO : Epoch 720 | loss: 0.0311204 | val_loss: 0.031182 | Time: 2485.14 ms [2020-12-21 05:50:46 main:574] : INFO : Epoch 721 | loss: 0.0311171 | val_loss: 0.0311867 | Time: 2474.56 ms [2020-12-21 05:50:48 main:574] : INFO : Epoch 722 | loss: 0.0311123 | val_loss: 0.0311929 | Time: 2405.01 ms [2020-12-21 05:50:50 main:574] : INFO : Epoch 723 | loss: 0.0311084 | val_loss: 0.0311927 | Time: 2370.82 ms [2020-12-21 05:50:53 main:574] : INFO : Epoch 724 | loss: 0.0311151 | val_loss: 0.0311874 | Time: 2414.92 ms [2020-12-21 05:50:55 main:574] : INFO : Epoch 725 | loss: 0.0311104 | val_loss: 0.0311974 | Time: 2453.8 ms [2020-12-21 05:50:58 main:574] : INFO : Epoch 726 | loss: 0.0311078 | val_loss: 0.0311972 | Time: 2412.94 ms [2020-12-21 05:51:00 main:574] : INFO : Epoch 727 | loss: 0.0311056 | val_loss: 0.0311907 | Time: 2453.91 ms [2020-12-21 05:51:03 main:574] : INFO : Epoch 728 | loss: 0.0311045 | val_loss: 0.0311956 | Time: 2459.47 ms [2020-12-21 05:51:05 main:574] : INFO : Epoch 729 | loss: 0.0310996 | val_loss: 0.0311929 | Time: 2486.63 ms [2020-12-21 05:51:08 main:574] : INFO : Epoch 730 | loss: 0.0311065 | val_loss: 0.0311988 | Time: 2447.18 ms [2020-12-21 05:51:10 main:574] : INFO : Epoch 731 | loss: 0.0310996 | val_loss: 0.0312094 | Time: 2405.44 ms [2020-12-21 05:51:13 main:574] : INFO : Epoch 732 | loss: 0.0310929 | val_loss: 0.0312051 | Time: 2401.12 ms [2020-12-21 05:51:15 main:574] : INFO : Epoch 733 | loss: 0.0310972 | val_loss: 0.031204 | Time: 2457.73 ms [2020-12-21 05:51:18 main:574] : INFO : Epoch 734 | loss: 0.0310891 | val_loss: 0.0312114 | Time: 2506.49 ms [2020-12-21 05:51:20 main:574] : INFO : Epoch 735 | loss: 0.0310899 | val_loss: 0.0312107 | Time: 2471.51 ms [2020-12-21 05:51:23 main:574] : INFO : Epoch 736 | loss: 0.0310865 | val_loss: 0.0312089 | Time: 2371.75 ms [2020-12-21 05:51:25 main:574] : INFO : Epoch 737 | loss: 0.031084 | val_loss: 0.0312096 | Time: 2373.43 ms [2020-12-21 05:51:27 main:574] : INFO : Epoch 738 | loss: 0.0310801 | val_loss: 0.0312107 | Time: 2361.13 ms [2020-12-21 05:51:30 main:574] : INFO : Epoch 739 | loss: 0.0310869 | val_loss: 0.0312044 | Time: 2466.5 ms [2020-12-21 05:51:32 main:574] : INFO : Epoch 740 | loss: 0.0310894 | val_loss: 0.0312055 | Time: 2492.95 ms [2020-12-21 05:51:35 main:574] : INFO : Epoch 741 | loss: 0.0310824 | val_loss: 0.0312113 | Time: 2445.44 ms [2020-12-21 05:51:37 main:574] : INFO : Epoch 742 | loss: 0.031081 | val_loss: 0.0312106 | Time: 2465.13 ms [2020-12-21 05:51:40 main:574] : INFO : Epoch 743 | loss: 0.0310789 | val_loss: 0.0312017 | Time: 2405.02 ms [2020-12-21 05:51:42 main:574] : INFO : Epoch 744 | loss: 0.0310785 | val_loss: 0.0312206 | Time: 2386.13 ms [2020-12-21 05:51:45 main:574] : INFO : Epoch 745 | loss: 0.0310779 | val_loss: 0.0312128 | Time: 2427.96 ms [2020-12-21 05:51:47 main:574] : INFO : Epoch 746 | loss: 0.0310827 | val_loss: 0.0312163 | Time: 2428.38 ms [2020-12-21 05:51:50 main:574] : INFO : Epoch 747 | loss: 0.0310824 | val_loss: 0.0312132 | Time: 2502.97 ms [2020-12-21 05:51:52 main:574] : INFO : Epoch 748 | loss: 0.0310828 | val_loss: 0.0312009 | Time: 2481.26 ms [2020-12-21 05:51:55 main:574] : INFO : Epoch 749 | loss: 0.0310787 | val_loss: 0.0312246 | Time: 2524.8 ms [2020-12-21 05:51:57 main:574] : INFO : Epoch 750 | loss: 0.0310766 | val_loss: 0.0312108 | Time: 2504.53 ms [2020-12-21 05:52:00 main:574] : INFO : Epoch 751 | loss: 0.0310757 | val_loss: 0.0312044 | Time: 2376.45 ms [2020-12-21 05:52:02 main:574] : INFO : Epoch 752 | loss: 0.0310735 | val_loss: 0.0312228 | Time: 2434.01 ms [2020-12-21 05:52:04 main:574] : INFO : Epoch 753 | loss: 0.0310762 | val_loss: 0.0312232 | Time: 2352.37 ms [2020-12-21 05:52:07 main:574] : INFO : Epoch 754 | loss: 0.0310675 | val_loss: 0.0312332 | Time: 2490.97 ms [2020-12-21 05:52:09 main:574] : INFO : Epoch 755 | loss: 0.031077 | val_loss: 0.031231 | Time: 2443.59 ms [2020-12-21 05:52:12 main:574] : INFO : Epoch 756 | loss: 0.0310756 | val_loss: 0.0312143 | Time: 2480.56 ms [2020-12-21 05:52:14 main:574] : INFO : Epoch 757 | loss: 0.0310782 | val_loss: 0.0312427 | Time: 2439.95 ms [2020-12-21 05:52:17 main:574] : INFO : Epoch 758 | loss: 0.0310732 | val_loss: 0.0312274 | Time: 2453.51 ms [2020-12-21 05:52:19 main:574] : INFO : Epoch 759 | loss: 0.0310706 | val_loss: 0.0312225 | Time: 2454.43 ms [2020-12-21 05:52:22 main:574] : INFO : Epoch 760 | loss: 0.031067 | val_loss: 0.0312129 | Time: 2397.45 ms [2020-12-21 05:52:24 main:574] : INFO : Epoch 761 | loss: 0.0310678 | val_loss: 0.0312342 | Time: 2410.54 ms [2020-12-21 05:52:27 main:574] : INFO : Epoch 762 | loss: 0.03107 | val_loss: 0.0312329 | Time: 2434.52 ms [2020-12-21 05:52:29 main:574] : INFO : Epoch 763 | loss: 0.0310646 | val_loss: 0.0312251 | Time: 2432.63 ms [2020-12-21 05:52:32 main:574] : INFO : Epoch 764 | loss: 0.0310657 | val_loss: 0.0312215 | Time: 2453.61 ms [2020-12-21 05:52:34 main:574] : INFO : Epoch 765 | loss: 0.0310674 | val_loss: 0.0312281 | Time: 2406.76 ms [2020-12-21 05:52:36 main:574] : INFO : Epoch 766 | loss: 0.0310704 | val_loss: 0.0312152 | Time: 2379.32 ms [2020-12-21 05:52:39 main:574] : INFO : Epoch 767 | loss: 0.0310662 | val_loss: 0.0312205 | Time: 2348.52 ms [2020-12-21 05:52:41 main:574] : INFO : Epoch 768 | loss: 0.0310687 | val_loss: 0.0312202 | Time: 2394.83 ms [2020-12-21 05:52:44 main:574] : INFO : Epoch 769 | loss: 0.0310717 | val_loss: 0.0312034 | Time: 2479.04 ms [2020-12-21 05:52:46 main:574] : INFO : Epoch 770 | loss: 0.0310713 | val_loss: 0.0312146 | Time: 2494.34 ms [2020-12-21 05:52:49 main:574] : INFO : Epoch 771 | loss: 0.0310684 | val_loss: 0.0312242 | Time: 2484.49 ms [2020-12-21 05:52:51 main:574] : INFO : Epoch 772 | loss: 0.0310694 | val_loss: 0.031223 | Time: 2434.91 ms [2020-12-21 05:52:54 main:574] : INFO : Epoch 773 | loss: 0.0310658 | val_loss: 0.0312287 | Time: 2390.63 ms [2020-12-21 05:52:56 main:574] : INFO : Epoch 774 | loss: 0.0310691 | val_loss: 0.0312274 | Time: 2346.1 ms [2020-12-21 05:52:58 main:574] : INFO : Epoch 775 | loss: 0.0310644 | val_loss: 0.0312175 | Time: 2456.1 ms [2020-12-21 05:53:01 main:574] : INFO : Epoch 776 | loss: 0.0310658 | val_loss: 0.0312304 | Time: 2469.38 ms [2020-12-21 05:53:03 main:574] : INFO : Epoch 777 | loss: 0.0310699 | val_loss: 0.0312117 | Time: 2393.7 ms [2020-12-21 05:53:06 main:574] : INFO : Epoch 778 | loss: 0.0310853 | val_loss: 0.0312019 | Time: 2435.66 ms [2020-12-21 05:53:08 main:574] : INFO : Epoch 779 | loss: 0.0311027 | val_loss: 0.0312041 | Time: 2543.85 ms [2020-12-21 05:53:11 main:574] : INFO : Epoch 780 | loss: 0.0310857 | val_loss: 0.0312128 | Time: 2449.74 ms [2020-12-21 05:53:13 main:574] : INFO : Epoch 781 | loss: 0.0310708 | val_loss: 0.0312258 | Time: 2345.51 ms [2020-12-21 05:53:16 main:574] : INFO : Epoch 782 | loss: 0.0310687 | val_loss: 0.0312035 | Time: 2402.07 ms [2020-12-21 05:53:18 main:574] : INFO : Epoch 783 | loss: 0.0311066 | val_loss: 0.031203 | Time: 2425.22 ms [2020-12-21 05:53:21 main:574] : INFO : Epoch 784 | loss: 0.0310979 | val_loss: 0.0311945 | Time: 2474.01 ms [2020-12-21 05:53:23 main:574] : INFO : Epoch 785 | loss: 0.0310881 | val_loss: 0.0312053 | Time: 2435.06 ms [2020-12-21 05:53:26 main:574] : INFO : Epoch 786 | loss: 0.0310794 | val_loss: 0.0312043 | Time: 2389.46 ms [2020-12-21 05:53:28 main:574] : INFO : Epoch 787 | loss: 0.03107 | val_loss: 0.0312106 | Time: 2371.24 ms [2020-12-21 05:53:30 main:574] : INFO : Epoch 788 | loss: 0.03108 | val_loss: 0.0312013 | Time: 2416.07 ms [2020-12-21 05:53:33 main:574] : INFO : Epoch 789 | loss: 0.0310858 | val_loss: 0.0312055 | Time: 2353.37 ms [2020-12-21 05:53:35 main:574] : INFO : Epoch 790 | loss: 0.0310795 | val_loss: 0.0312057 | Time: 2481.45 ms [2020-12-21 05:53:38 main:574] : INFO : Epoch 791 | loss: 0.0310793 | val_loss: 0.0312097 | Time: 2479.41 ms [2020-12-21 05:53:40 main:574] : INFO : Epoch 792 | loss: 0.0310764 | val_loss: 0.0312139 | Time: 2411.29 ms [2020-12-21 05:53:43 main:574] : INFO : Epoch 793 | loss: 0.0310685 | val_loss: 0.0312131 | Time: 2403.65 ms [2020-12-21 05:53:45 main:574] : INFO : Epoch 794 | loss: 0.0310677 | val_loss: 0.0312247 | Time: 2507.34 ms [2020-12-21 05:53:48 main:574] : INFO : Epoch 795 | loss: 0.0310635 | val_loss: 0.0312124 | Time: 2353.23 ms [2020-12-21 05:53:50 main:574] : INFO : Epoch 796 | loss: 0.031061 | val_loss: 0.0312191 | Time: 2434.16 ms [2020-12-21 05:53:52 main:574] : INFO : Epoch 797 | loss: 0.0310663 | val_loss: 0.0312233 | Time: 2419.37 ms [2020-12-21 05:53:55 main:574] : INFO : Epoch 798 | loss: 0.0310642 | val_loss: 0.0312268 | Time: 2511.92 ms [2020-12-21 05:53:57 main:574] : INFO : Epoch 799 | loss: 0.0310573 | val_loss: 0.0312135 | Time: 2406.68 ms [2020-12-21 05:54:00 main:574] : INFO : Epoch 800 | loss: 0.0310598 | val_loss: 0.031205 | Time: 2419.06 ms [2020-12-21 05:54:02 main:574] : INFO : Epoch 801 | loss: 0.0310636 | val_loss: 0.031235 | Time: 2499.02 ms [2020-12-21 05:54:05 main:574] : INFO : Epoch 802 | loss: 0.0310652 | val_loss: 0.0312152 | Time: 2454.74 ms [2020-12-21 05:54:07 main:574] : INFO : Epoch 803 | loss: 0.0310612 | val_loss: 0.0312108 | Time: 2378.45 ms [2020-12-21 05:54:10 main:574] : INFO : Epoch 804 | loss: 0.0310684 | val_loss: 0.0312063 | Time: 2398.91 ms [2020-12-21 05:54:12 main:574] : INFO : Epoch 805 | loss: 0.0310635 | val_loss: 0.0312302 | Time: 2423.32 ms [2020-12-21 05:54:15 main:574] : INFO : Epoch 806 | loss: 0.0310712 | val_loss: 0.0312026 | Time: 2371.74 ms [2020-12-21 05:54:17 main:574] : INFO : Epoch 807 | loss: 0.0310705 | val_loss: 0.0312123 | Time: 2396.18 ms [2020-12-21 05:54:19 main:574] : INFO : Epoch 808 | loss: 0.0310679 | val_loss: 0.031208 | Time: 2269.17 ms [2020-12-21 05:54:22 main:574] : INFO : Epoch 809 | loss: 0.0310626 | val_loss: 0.0312239 | Time: 2367.33 ms [2020-12-21 05:54:24 main:574] : INFO : Epoch 810 | loss: 0.0310873 | val_loss: 0.0312006 | Time: 2323.99 ms [2020-12-21 05:54:26 main:574] : INFO : Epoch 811 | loss: 0.031086 | val_loss: 0.0312156 | Time: 2345.45 ms [2020-12-21 05:54:29 main:574] : INFO : Epoch 812 | loss: 0.0310757 | val_loss: 0.031203 | Time: 2370.13 ms [2020-12-21 05:54:31 main:574] : INFO : Epoch 813 | loss: 0.0310716 | val_loss: 0.0312158 | Time: 2336.33 ms [2020-12-21 05:54:34 main:574] : INFO : Epoch 814 | loss: 0.0310671 | val_loss: 0.031214 | Time: 2375.95 ms [2020-12-21 05:54:36 main:574] : INFO : Epoch 815 | loss: 0.0310776 | val_loss: 0.0311975 | Time: 2293.22 ms [2020-12-21 05:54:38 main:574] : INFO : Epoch 816 | loss: 0.0310822 | val_loss: 0.0312117 | Time: 2323.64 ms [2020-12-21 05:54:41 main:574] : INFO : Epoch 817 | loss: 0.0310789 | val_loss: 0.0312011 | Time: 2314.5 ms [2020-12-21 05:54:43 main:574] : INFO : Epoch 818 | loss: 0.031088 | val_loss: 0.03122 | Time: 2370.2 ms [2020-12-21 05:54:45 main:574] : INFO : Epoch 819 | loss: 0.0310811 | val_loss: 0.0312078 | Time: 2260.38 ms [2020-12-21 05:54:48 main:574] : INFO : Epoch 820 | loss: 0.0310781 | val_loss: 0.0312002 | Time: 2423.67 ms [2020-12-21 05:54:50 main:574] : INFO : Epoch 821 | loss: 0.031084 | val_loss: 0.031211 | Time: 2447.86 ms [2020-12-21 05:54:53 main:574] : INFO : Epoch 822 | loss: 0.0310993 | val_loss: 0.0311915 | Time: 2333.59 ms [2020-12-21 05:54:55 main:574] : INFO : Epoch 823 | loss: 0.0311245 | val_loss: 0.0311919 | Time: 2408.85 ms [2020-12-21 05:54:57 main:574] : INFO : Epoch 824 | loss: 0.0311205 | val_loss: 0.0311836 | Time: 2378.71 ms [2020-12-21 05:55:00 main:574] : INFO : Epoch 825 | loss: 0.0311141 | val_loss: 0.0311887 | Time: 2420.67 ms [2020-12-21 05:55:02 main:574] : INFO : Epoch 826 | loss: 0.0311032 | val_loss: 0.0312059 | Time: 2466.02 ms [2020-12-21 05:55:05 main:574] : INFO : Epoch 827 | loss: 0.0310933 | val_loss: 0.0311962 | Time: 2462.66 ms [2020-12-21 05:55:07 main:574] : INFO : Epoch 828 | loss: 0.0310907 | val_loss: 0.0312 | Time: 2405.32 ms [2020-12-21 05:55:10 main:574] : INFO : Epoch 829 | loss: 0.031087 | val_loss: 0.0312017 | Time: 2376.49 ms [2020-12-21 05:55:12 main:574] : INFO : Epoch 830 | loss: 0.0310798 | val_loss: 0.0312081 | Time: 2396.11 ms [2020-12-21 05:55:15 main:574] : INFO : Epoch 831 | loss: 0.0310814 | val_loss: 0.0312098 | Time: 2503.74 ms [2020-12-21 05:55:17 main:574] : INFO : Epoch 832 | loss: 0.0310794 | val_loss: 0.0312073 | Time: 2484.09 ms [2020-12-21 05:55:20 main:574] : INFO : Epoch 833 | loss: 0.0310712 | val_loss: 0.031224 | Time: 2385.19 ms [2020-12-21 05:55:22 main:574] : INFO : Epoch 834 | loss: 0.0310672 | val_loss: 0.0312199 | Time: 2403.45 ms [2020-12-21 05:55:24 main:574] : INFO : Epoch 835 | loss: 0.0310634 | val_loss: 0.0312062 | Time: 2479.96 ms [2020-12-21 05:55:27 main:574] : INFO : Epoch 836 | loss: 0.0310637 | val_loss: 0.0312134 | Time: 2412.07 ms [2020-12-21 05:55:29 main:574] : INFO : Epoch 837 | loss: 0.0310667 | val_loss: 0.0312189 | Time: 2427.49 ms [2020-12-21 05:55:32 main:574] : INFO : Epoch 838 | loss: 0.0310616 | val_loss: 0.0312049 | Time: 2390.96 ms [2020-12-21 05:55:34 main:574] : INFO : Epoch 839 | loss: 0.0310676 | val_loss: 0.0312158 | Time: 2407.77 ms [2020-12-21 05:55:37 main:574] : INFO : Epoch 840 | loss: 0.0310742 | val_loss: 0.0311988 | Time: 2424.38 ms [2020-12-21 05:55:39 main:574] : INFO : Epoch 841 | loss: 0.031075 | val_loss: 0.0311887 | Time: 2351.17 ms [2020-12-21 05:55:41 main:574] : INFO : Epoch 842 | loss: 0.0311102 | val_loss: 0.0311998 | Time: 2377.9 ms [2020-12-21 05:55:44 main:574] : INFO : Epoch 843 | loss: 0.0310942 | val_loss: 0.0311994 | Time: 2407.35 ms [2020-12-21 05:55:46 main:574] : INFO : Epoch 844 | loss: 0.0310835 | val_loss: 0.0312014 | Time: 2413.92 ms [2020-12-21 05:55:49 main:574] : INFO : Epoch 845 | loss: 0.0310765 | val_loss: 0.0312161 | Time: 2326.81 ms [2020-12-21 05:55:51 main:574] : INFO : Epoch 846 | loss: 0.0310733 | val_loss: 0.0312058 | Time: 2360.32 ms [2020-12-21 05:55:53 main:574] : INFO : Epoch 847 | loss: 0.0310697 | val_loss: 0.0312077 | Time: 2303.39 ms [2020-12-21 05:55:56 main:574] : INFO : Epoch 848 | loss: 0.0310699 | val_loss: 0.031219 | Time: 2297.98 ms [2020-12-21 05:55:58 main:574] : INFO : Epoch 849 | loss: 0.0310656 | val_loss: 0.0312201 | Time: 2324.56 ms [2020-12-21 05:56:00 main:574] : INFO : Epoch 850 | loss: 0.0310671 | val_loss: 0.0312086 | Time: 2418.73 ms [2020-12-21 05:56:03 main:574] : INFO : Epoch 851 | loss: 0.0310603 | val_loss: 0.0312188 | Time: 2355.58 ms [2020-12-21 05:56:05 main:574] : INFO : Epoch 852 | loss: 0.0310574 | val_loss: 0.0312174 | Time: 2458.86 ms [2020-12-21 05:56:08 main:574] : INFO : Epoch 853 | loss: 0.0310582 | val_loss: 0.0312249 | Time: 2438.17 ms [2020-12-21 05:56:10 main:574] : INFO : Epoch 854 | loss: 0.031061 | val_loss: 0.0312235 | Time: 2415.91 ms [2020-12-21 05:56:13 main:574] : INFO : Epoch 855 | loss: 0.0310622 | val_loss: 0.0312108 | Time: 2386.51 ms [2020-12-21 05:56:15 main:574] : INFO : Epoch 856 | loss: 0.0310631 | val_loss: 0.031205 | Time: 2379.82 ms [2020-12-21 05:56:17 main:574] : INFO : Epoch 857 | loss: 0.0310621 | val_loss: 0.0312169 | Time: 2402.81 ms [2020-12-21 05:56:20 main:574] : INFO : Epoch 858 | loss: 0.0310649 | val_loss: 0.0312218 | Time: 2391.96 ms [2020-12-21 05:56:22 main:574] : INFO : Epoch 859 | loss: 0.0310631 | val_loss: 0.0312118 | Time: 2394.19 ms [2020-12-21 05:56:25 main:574] : INFO : Epoch 860 | loss: 0.0310602 | val_loss: 0.0311964 | Time: 2360.5 ms [2020-12-21 05:56:27 main:574] : INFO : Epoch 861 | loss: 0.0310624 | val_loss: 0.0312228 | Time: 2371.58 ms [2020-12-21 05:56:30 main:574] : INFO : Epoch 862 | loss: 0.0310624 | val_loss: 0.031216 | Time: 2385.48 ms [2020-12-21 05:56:32 main:574] : INFO : Epoch 863 | loss: 0.0310631 | val_loss: 0.0312164 | Time: 2434.99 ms [2020-12-21 05:56:34 main:574] : INFO : Epoch 864 | loss: 0.0310585 | val_loss: 0.0312189 | Time: 2380.06 ms [2020-12-21 05:56:37 main:574] : INFO : Epoch 865 | loss: 0.0310552 | val_loss: 0.0312235 | Time: 2367.43 ms [2020-12-21 05:56:39 main:574] : INFO : Epoch 866 | loss: 0.0310595 | val_loss: 0.0312123 | Time: 2315.25 ms [2020-12-21 05:56:41 main:574] : INFO : Epoch 867 | loss: 0.0310601 | val_loss: 0.0312249 | Time: 2341.57 ms [2020-12-21 05:56:44 main:574] : INFO : Epoch 868 | loss: 0.0310629 | val_loss: 0.0312205 | Time: 2368.82 ms [2020-12-21 05:56:46 main:574] : INFO : Epoch 869 | loss: 0.0310612 | val_loss: 0.0312255 | Time: 2360.7 ms [2020-12-21 05:56:49 main:574] : INFO : Epoch 870 | loss: 0.0310578 | val_loss: 0.0312087 | Time: 2337.68 ms [2020-12-21 05:56:51 main:574] : INFO : Epoch 871 | loss: 0.0310577 | val_loss: 0.0312109 | Time: 2390.99 ms [2020-12-21 05:56:53 main:574] : INFO : Epoch 872 | loss: 0.0310852 | val_loss: 0.0311873 | Time: 2370.61 ms [2020-12-21 05:56:56 main:574] : INFO : Epoch 873 | loss: 0.0311208 | val_loss: 0.0311753 | Time: 2393.44 ms [2020-12-21 05:56:58 main:574] : INFO : Epoch 874 | loss: 0.0311144 | val_loss: 0.0311817 | Time: 2337.27 ms [2020-12-21 05:57:01 main:574] : INFO : Epoch 875 | loss: 0.0311016 | val_loss: 0.0311989 | Time: 2332.91 ms [2020-12-21 05:57:03 main:574] : INFO : Epoch 876 | loss: 0.0310853 | val_loss: 0.0312103 | Time: 2353.53 ms [2020-12-21 05:57:05 main:574] : INFO : Epoch 877 | loss: 0.0310798 | val_loss: 0.0312332 | Time: 2268.6 ms [2020-12-21 05:57:08 main:574] : INFO : Epoch 878 | loss: 0.0310764 | val_loss: 0.0312158 | Time: 2291.88 ms [2020-12-21 05:57:10 main:574] : INFO : Epoch 879 | loss: 0.0310671 | val_loss: 0.0312171 | Time: 2385.41 ms [2020-12-21 05:57:12 main:574] : INFO : Epoch 880 | loss: 0.0310694 | val_loss: 0.0312088 | Time: 2406.39 ms [2020-12-21 05:57:15 main:574] : INFO : Epoch 881 | loss: 0.0311343 | val_loss: 0.0311757 | Time: 2432.33 ms [2020-12-21 05:57:17 main:574] : INFO : Epoch 882 | loss: 0.0311471 | val_loss: 0.0311643 | Time: 2343.16 ms [2020-12-21 05:57:20 main:574] : INFO : Epoch 883 | loss: 0.031138 | val_loss: 0.0311647 | Time: 2342.56 ms [2020-12-21 05:57:22 main:574] : INFO : Epoch 884 | loss: 0.0311298 | val_loss: 0.0311708 | Time: 2304.06 ms [2020-12-21 05:57:24 main:574] : INFO : Epoch 885 | loss: 0.0311213 | val_loss: 0.0311833 | Time: 2388.06 ms [2020-12-21 05:57:27 main:574] : INFO : Epoch 886 | loss: 0.0311166 | val_loss: 0.0311828 | Time: 2344.05 ms [2020-12-21 05:57:29 main:574] : INFO : Epoch 887 | loss: 0.0311084 | val_loss: 0.0311858 | Time: 2395.9 ms [2020-12-21 05:57:31 main:574] : INFO : Epoch 888 | loss: 0.0311013 | val_loss: 0.031194 | Time: 2364.4 ms [2020-12-21 05:57:34 main:574] : INFO : Epoch 889 | loss: 0.031096 | val_loss: 0.0311926 | Time: 2342.32 ms [2020-12-21 05:57:36 main:574] : INFO : Epoch 890 | loss: 0.0310913 | val_loss: 0.0312005 | Time: 2287.15 ms [2020-12-21 05:57:38 main:574] : INFO : Epoch 891 | loss: 0.0310822 | val_loss: 0.031203 | Time: 2292.28 ms [2020-12-21 05:57:41 main:574] : INFO : Epoch 892 | loss: 0.031079 | val_loss: 0.0311962 | Time: 2407.65 ms [2020-12-21 05:57:43 main:574] : INFO : Epoch 893 | loss: 0.0310776 | val_loss: 0.0312166 | Time: 2397.47 ms [2020-12-21 05:57:46 main:574] : INFO : Epoch 894 | loss: 0.0311009 | val_loss: 0.0311804 | Time: 2383.1 ms [2020-12-21 05:57:48 main:574] : INFO : Epoch 895 | loss: 0.0311104 | val_loss: 0.0311937 | Time: 2459.95 ms [2020-12-21 05:57:51 main:574] : INFO : Epoch 896 | loss: 0.0311025 | val_loss: 0.0311888 | Time: 2429.39 ms [2020-12-21 05:57:53 main:574] : INFO : Epoch 897 | loss: 0.0310913 | val_loss: 0.0311948 | Time: 2366.45 ms [2020-12-21 05:57:56 main:574] : INFO : Epoch 898 | loss: 0.0310854 | val_loss: 0.0311909 | Time: 2380.43 ms [2020-12-21 05:57:58 main:574] : INFO : Epoch 899 | loss: 0.0310815 | val_loss: 0.0312022 | Time: 2309.67 ms [2020-12-21 05:58:00 main:574] : INFO : Epoch 900 | loss: 0.0310782 | val_loss: 0.0311992 | Time: 2298.04 ms [2020-12-21 05:58:03 main:574] : INFO : Epoch 901 | loss: 0.0310768 | val_loss: 0.0312077 | Time: 2405.91 ms [2020-12-21 05:58:05 main:574] : INFO : Epoch 902 | loss: 0.0310741 | val_loss: 0.0312131 | Time: 2311.67 ms [2020-12-21 05:58:07 main:574] : INFO : Epoch 903 | loss: 0.031071 | val_loss: 0.0312032 | Time: 2344.73 ms [2020-12-21 05:58:10 main:574] : INFO : Epoch 904 | loss: 0.0310673 | val_loss: 0.0312038 | Time: 2397.35 ms [2020-12-21 05:58:12 main:574] : INFO : Epoch 905 | loss: 0.0310654 | val_loss: 0.0312064 | Time: 2421.73 ms [2020-12-21 05:58:15 main:574] : INFO : Epoch 906 | loss: 0.0310642 | val_loss: 0.031206 | Time: 2375.25 ms [2020-12-21 05:58:17 main:574] : INFO : Epoch 907 | loss: 0.0310638 | val_loss: 0.031221 | Time: 2464.61 ms [2020-12-21 05:58:19 main:574] : INFO : Epoch 908 | loss: 0.0310607 | val_loss: 0.0312221 | Time: 2344.73 ms [2020-12-21 05:58:22 main:574] : INFO : Epoch 909 | loss: 0.031064 | val_loss: 0.0312167 | Time: 2334.5 ms [2020-12-21 05:58:24 main:574] : INFO : Epoch 910 | loss: 0.0310603 | val_loss: 0.0312117 | Time: 2294.84 ms [2020-12-21 05:58:26 main:574] : INFO : Epoch 911 | loss: 0.0310639 | val_loss: 0.0312037 | Time: 2299.26 ms [2020-12-21 05:58:29 main:574] : INFO : Epoch 912 | loss: 0.0310638 | val_loss: 0.0312228 | Time: 2384.87 ms [2020-12-21 05:58:31 main:574] : INFO : Epoch 913 | loss: 0.0310608 | val_loss: 0.0312199 | Time: 2334.64 ms [2020-12-21 05:58:34 main:574] : INFO : Epoch 914 | loss: 0.0310568 | val_loss: 0.0312207 | Time: 2373.74 ms [2020-12-21 05:58:36 main:574] : INFO : Epoch 915 | loss: 0.0310538 | val_loss: 0.0312298 | Time: 2434.72 ms [2020-12-21 05:58:38 main:574] : INFO : Epoch 916 | loss: 0.0310558 | val_loss: 0.03122 | Time: 2343.86 ms [2020-12-21 05:58:41 main:574] : INFO : Epoch 917 | loss: 0.0310589 | val_loss: 0.0312215 | Time: 2312.02 ms [2020-12-21 05:58:43 main:574] : INFO : Epoch 918 | loss: 0.0310582 | val_loss: 0.0312218 | Time: 2300.8 ms [2020-12-21 05:58:46 main:574] : INFO : Epoch 919 | loss: 0.0310659 | val_loss: 0.0312125 | Time: 2340.24 ms [2020-12-21 05:58:48 main:574] : INFO : Epoch 920 | loss: 0.0310645 | val_loss: 0.031234 | Time: 2399.88 ms [2020-12-21 05:58:50 main:574] : INFO : Epoch 921 | loss: 0.0310584 | val_loss: 0.0312242 | Time: 2399.88 ms [2020-12-21 05:58:53 main:574] : INFO : Epoch 922 | loss: 0.0310542 | val_loss: 0.0312261 | Time: 2350.45 ms [2020-12-21 05:58:55 main:574] : INFO : Epoch 923 | loss: 0.0310564 | val_loss: 0.031222 | Time: 2365.63 ms [2020-12-21 05:58:58 main:574] : INFO : Epoch 924 | loss: 0.0310564 | val_loss: 0.0312231 | Time: 2339.09 ms [2020-12-21 05:59:00 main:574] : INFO : Epoch 925 | loss: 0.0310748 | val_loss: 0.0312123 | Time: 2328.41 ms [2020-12-21 05:59:02 main:574] : INFO : Epoch 926 | loss: 0.0310781 | val_loss: 0.0312113 | Time: 2409.5 ms [2020-12-21 05:59:05 main:574] : INFO : Epoch 927 | loss: 0.0310659 | val_loss: 0.0312247 | Time: 2383.46 ms [2020-12-21 05:59:07 main:574] : INFO : Epoch 928 | loss: 0.0310583 | val_loss: 0.03122 | Time: 2376.16 ms [2020-12-21 05:59:10 main:574] : INFO : Epoch 929 | loss: 0.0310642 | val_loss: 0.031202 | Time: 2475.61 ms [2020-12-21 05:59:12 main:574] : INFO : Epoch 930 | loss: 0.0310742 | val_loss: 0.0312388 | Time: 2421.17 ms [2020-12-21 05:59:14 main:574] : INFO : Epoch 931 | loss: 0.0310659 | val_loss: 0.0312127 | Time: 2377 ms [2020-12-21 05:59:17 main:574] : INFO : Epoch 932 | loss: 0.0310575 | val_loss: 0.0312263 | Time: 2423.88 ms [2020-12-21 05:59:19 main:574] : INFO : Epoch 933 | loss: 0.0310554 | val_loss: 0.0312338 | Time: 2415.55 ms [2020-12-21 05:59:22 main:574] : INFO : Epoch 934 | loss: 0.0310609 | val_loss: 0.0312139 | Time: 2318.48 ms [2020-12-21 05:59:24 main:574] : INFO : Epoch 935 | loss: 0.0310696 | val_loss: 0.0312134 | Time: 2381.42 ms [2020-12-21 05:59:26 main:574] : INFO : Epoch 936 | loss: 0.0310686 | val_loss: 0.031229 | Time: 2302.76 ms [2020-12-21 05:59:29 main:574] : INFO : Epoch 937 | loss: 0.0310665 | val_loss: 0.0312171 | Time: 2402.1 ms [2020-12-21 05:59:31 main:574] : INFO : Epoch 938 | loss: 0.0310645 | val_loss: 0.031239 | Time: 2371.42 ms [2020-12-21 05:59:34 main:574] : INFO : Epoch 939 | loss: 0.0310584 | val_loss: 0.0312198 | Time: 2517.18 ms [2020-12-21 05:59:36 main:574] : INFO : Epoch 940 | loss: 0.0310657 | val_loss: 0.0312276 | Time: 2408.55 ms [2020-12-21 05:59:39 main:574] : INFO : Epoch 941 | loss: 0.0310638 | val_loss: 0.0312191 | Time: 2449.97 ms [2020-12-21 05:59:41 main:574] : INFO : Epoch 942 | loss: 0.0310734 | val_loss: 0.0312086 | Time: 2393.42 ms [2020-12-21 05:59:44 main:574] : INFO : Epoch 943 | loss: 0.0310749 | val_loss: 0.0312145 | Time: 2333.73 ms [2020-12-21 05:59:46 main:574] : INFO : Epoch 944 | loss: 0.0310668 | val_loss: 0.0312288 | Time: 2468.86 ms [2020-12-21 05:59:49 main:574] : INFO : Epoch 945 | loss: 0.0310592 | val_loss: 0.0312183 | Time: 2465.95 ms [2020-12-21 05:59:51 main:574] : INFO : Epoch 946 | loss: 0.0310561 | val_loss: 0.031212 | Time: 2400.7 ms [2020-12-21 05:59:53 main:574] : INFO : Epoch 947 | loss: 0.0310651 | val_loss: 0.0312227 | Time: 2419.23 ms [2020-12-21 05:59:56 main:574] : INFO : Epoch 948 | loss: 0.0310666 | val_loss: 0.0312255 | Time: 2375.98 ms [2020-12-21 05:59:58 main:574] : INFO : Epoch 949 | loss: 0.0310668 | val_loss: 0.0312166 | Time: 2416.41 ms [2020-12-21 06:00:01 main:574] : INFO : Epoch 950 | loss: 0.0310609 | val_loss: 0.0312228 | Time: 2378.86 ms [2020-12-21 06:00:03 main:574] : INFO : Epoch 951 | loss: 0.031056 | val_loss: 0.0312211 | Time: 2442.1 ms [2020-12-21 06:00:06 main:574] : INFO : Epoch 952 | loss: 0.0310516 | val_loss: 0.0312397 | Time: 2399 ms [2020-12-21 06:00:08 main:574] : INFO : Epoch 953 | loss: 0.0310567 | val_loss: 0.0312286 | Time: 2403.71 ms [2020-12-21 06:00:10 main:574] : INFO : Epoch 954 | loss: 0.0310577 | val_loss: 0.0312234 | Time: 2361.67 ms [2020-12-21 06:00:13 main:574] : INFO : Epoch 955 | loss: 0.0310607 | val_loss: 0.0312229 | Time: 2475.69 ms [2020-12-21 06:00:15 main:574] : INFO : Epoch 956 | loss: 0.0310554 | val_loss: 0.0312361 | Time: 2327.83 ms [2020-12-21 06:00:18 main:574] : INFO : Epoch 957 | loss: 0.0310531 | val_loss: 0.0312152 | Time: 2363.94 ms [2020-12-21 06:00:20 main:574] : INFO : Epoch 958 | loss: 0.0310562 | val_loss: 0.0312504 | Time: 2342.44 ms [2020-12-21 06:00:22 main:574] : INFO : Epoch 959 | loss: 0.0310531 | val_loss: 0.0312094 | Time: 2391.3 ms [2020-12-21 06:00:25 main:574] : INFO : Epoch 960 | loss: 0.0310526 | val_loss: 0.0312232 | Time: 2393.99 ms [2020-12-21 06:00:27 main:574] : INFO : Epoch 961 | loss: 0.0310532 | val_loss: 0.0312172 | Time: 2460.83 ms [2020-12-21 06:00:30 main:574] : INFO : Epoch 962 | loss: 0.0310563 | val_loss: 0.0312374 | Time: 2433.76 ms [2020-12-21 06:00:32 main:574] : INFO : Epoch 963 | loss: 0.0310593 | val_loss: 0.0312549 | Time: 2436.77 ms [2020-12-21 06:00:35 main:574] : INFO : Epoch 964 | loss: 0.0311843 | val_loss: 0.0312032 | Time: 2350.55 ms [2020-12-21 06:00:37 main:574] : INFO : Epoch 965 | loss: 0.0311877 | val_loss: 0.0317684 | Time: 2329.63 ms [2020-12-21 06:00:39 main:574] : INFO : Epoch 966 | loss: 0.0331312 | val_loss: 0.0366065 | Time: 2382 ms [2020-12-21 06:00:42 main:574] : INFO : Epoch 967 | loss: 0.0328181 | val_loss: 0.0315506 | Time: 2385.02 ms [2020-12-21 06:00:44 main:574] : INFO : Epoch 968 | loss: 0.031374 | val_loss: 0.0312632 | Time: 2410.68 ms [2020-12-21 06:00:47 main:574] : INFO : Epoch 969 | loss: 0.0312222 | val_loss: 0.0311978 | Time: 2431.3 ms [2020-12-21 06:00:49 main:574] : INFO : Epoch 970 | loss: 0.0311853 | val_loss: 0.0311862 | Time: 2409.31 ms [2020-12-21 06:00:52 main:574] : INFO : Epoch 971 | loss: 0.0311772 | val_loss: 0.0311798 | Time: 2415.4 ms [2020-12-21 06:00:54 main:574] : INFO : Epoch 972 | loss: 0.0311727 | val_loss: 0.0311778 | Time: 2382.3 ms [2020-12-21 06:00:56 main:574] : INFO : Epoch 973 | loss: 0.0311712 | val_loss: 0.0311771 | Time: 2366.25 ms [2020-12-21 06:00:59 main:574] : INFO : Epoch 974 | loss: 0.0311685 | val_loss: 0.0311758 | Time: 2270.85 ms [2020-12-21 06:01:01 main:574] : INFO : Epoch 975 | loss: 0.0311646 | val_loss: 0.0311723 | Time: 2428.03 ms [2020-12-21 06:01:04 main:574] : INFO : Epoch 976 | loss: 0.031162 | val_loss: 0.031174 | Time: 2406.28 ms [2020-12-21 06:01:06 main:574] : INFO : Epoch 977 | loss: 0.0311607 | val_loss: 0.031173 | Time: 2343.36 ms [2020-12-21 06:01:08 main:574] : INFO : Epoch 978 | loss: 0.0311588 | val_loss: 0.0311723 | Time: 2324.18 ms [2020-12-21 06:01:11 main:574] : INFO : Epoch 979 | loss: 0.0311568 | val_loss: 0.0311715 | Time: 2351.56 ms [2020-12-21 06:01:13 main:574] : INFO : Epoch 980 | loss: 0.0311559 | val_loss: 0.0311709 | Time: 2369.69 ms [2020-12-21 06:01:15 main:574] : INFO : Epoch 981 | loss: 0.0311539 | val_loss: 0.0311714 | Time: 2412.09 ms [2020-12-21 06:01:18 main:574] : INFO : Epoch 982 | loss: 0.0311528 | val_loss: 0.0311702 | Time: 2399.27 ms [2020-12-21 06:01:20 main:574] : INFO : Epoch 983 | loss: 0.0311526 | val_loss: 0.031172 | Time: 2407.24 ms [2020-12-21 06:01:23 main:574] : INFO : Epoch 984 | loss: 0.031152 | val_loss: 0.0311714 | Time: 2388.69 ms [2020-12-21 06:01:25 main:574] : INFO : Epoch 985 | loss: 0.0311495 | val_loss: 0.0311724 | Time: 2445.83 ms [2020-12-21 06:01:28 main:574] : INFO : Epoch 986 | loss: 0.0311479 | val_loss: 0.03117 | Time: 2447.84 ms [2020-12-21 06:01:30 main:574] : INFO : Epoch 987 | loss: 0.0311459 | val_loss: 0.0311679 | Time: 2310.24 ms [2020-12-21 06:01:32 main:574] : INFO : Epoch 988 | loss: 0.0311452 | val_loss: 0.0311708 | Time: 2310.09 ms [2020-12-21 06:01:35 main:574] : INFO : Epoch 989 | loss: 0.0311445 | val_loss: 0.0311674 | Time: 2348.52 ms [2020-12-21 06:01:37 main:574] : INFO : Epoch 990 | loss: 0.0311422 | val_loss: 0.031168 | Time: 2353.77 ms [2020-12-21 06:01:40 main:574] : INFO : Epoch 991 | loss: 0.0311417 | val_loss: 0.0311671 | Time: 2365.03 ms [2020-12-21 06:01:42 main:574] : INFO : Epoch 992 | loss: 0.0311418 | val_loss: 0.03117 | Time: 2453.6 ms [2020-12-21 06:01:44 main:574] : INFO : Epoch 993 | loss: 0.0311397 | val_loss: 0.0311665 | Time: 2392.84 ms [2020-12-21 06:01:47 main:574] : INFO : Epoch 994 | loss: 0.0311396 | val_loss: 0.031168 | Time: 2358.95 ms [2020-12-21 06:01:49 main:574] : INFO : Epoch 995 | loss: 0.0311387 | val_loss: 0.0311673 | Time: 2369.15 ms [2020-12-21 06:01:52 main:574] : INFO : Epoch 996 | loss: 0.0311379 | val_loss: 0.0311687 | Time: 2318.52 ms [2020-12-21 06:01:54 main:574] : INFO : Epoch 997 | loss: 0.0311363 | val_loss: 0.0311727 | Time: 2365.2 ms [2020-12-21 06:01:56 main:574] : INFO : Epoch 998 | loss: 0.0311369 | val_loss: 0.0311696 | Time: 2341.24 ms [2020-12-21 06:01:59 main:574] : INFO : Epoch 999 | loss: 0.0311344 | val_loss: 0.0311703 | Time: 2396.93 ms [2020-12-21 06:02:01 main:574] : INFO : Epoch 1000 | loss: 0.0311336 | val_loss: 0.0311697 | Time: 2504.24 ms [2020-12-21 06:02:04 main:574] : INFO : Epoch 1001 | loss: 0.0311326 | val_loss: 0.0311704 | Time: 2445.37 ms [2020-12-21 06:02:06 main:574] : INFO : Epoch 1002 | loss: 0.0311341 | val_loss: 0.0311737 | Time: 2448.96 ms [2020-12-21 06:02:09 main:574] : INFO : Epoch 1003 | loss: 0.0311323 | val_loss: 0.0311689 | Time: 2402.34 ms [2020-12-21 06:02:11 main:574] : INFO : Epoch 1004 | loss: 0.031132 | val_loss: 0.0311669 | Time: 2417.68 ms [2020-12-21 06:02:14 main:574] : INFO : Epoch 1005 | loss: 0.0311307 | val_loss: 0.0311687 | Time: 2426.26 ms [2020-12-21 06:02:16 main:574] : INFO : Epoch 1006 | loss: 0.0311291 | val_loss: 0.0311689 | Time: 2408.42 ms [2020-12-21 06:02:18 main:574] : INFO : Epoch 1007 | loss: 0.0311292 | val_loss: 0.0311683 | Time: 2284.64 ms [2020-12-21 06:02:21 main:574] : INFO : Epoch 1008 | loss: 0.0311293 | val_loss: 0.0311687 | Time: 2426.82 ms [2020-12-21 06:02:23 main:574] : INFO : Epoch 1009 | loss: 0.0311284 | val_loss: 0.0311696 | Time: 2347.76 ms [2020-12-21 06:02:26 main:574] : INFO : Epoch 1010 | loss: 0.0311283 | val_loss: 0.0311722 | Time: 2374.17 ms [2020-12-21 06:02:28 main:574] : INFO : Epoch 1011 | loss: 0.0311275 | val_loss: 0.0311699 | Time: 2426.49 ms [2020-12-21 06:02:30 main:574] : INFO : Epoch 1012 | loss: 0.0311264 | val_loss: 0.0311651 | Time: 2400.63 ms [2020-12-21 06:02:33 main:574] : INFO : Epoch 1013 | loss: 0.0311271 | val_loss: 0.0311679 | Time: 2451.12 ms [2020-12-21 06:02:35 main:574] : INFO : Epoch 1014 | loss: 0.0311269 | val_loss: 0.0311699 | Time: 2464.48 ms [2020-12-21 06:02:38 main:574] : INFO : Epoch 1015 | loss: 0.0311271 | val_loss: 0.0311707 | Time: 2518.88 ms [2020-12-21 06:02:40 main:574] : INFO : Epoch 1016 | loss: 0.0311255 | val_loss: 0.0311721 | Time: 2435.83 ms [2020-12-21 06:02:43 main:574] : INFO : Epoch 1017 | loss: 0.0311243 | val_loss: 0.0311732 | Time: 2371.26 ms [2020-12-21 06:02:45 main:574] : INFO : Epoch 1018 | loss: 0.0311237 | val_loss: 0.0311714 | Time: 2549.81 ms [2020-12-21 06:02:48 main:574] : INFO : Epoch 1019 | loss: 0.0311249 | val_loss: 0.031173 | Time: 2520.98 ms [2020-12-21 06:02:51 main:574] : INFO : Epoch 1020 | loss: 0.0311251 | val_loss: 0.0311694 | Time: 2517.38 ms [2020-12-21 06:02:53 main:574] : INFO : Epoch 1021 | loss: 0.0311247 | val_loss: 0.0311751 | Time: 2520.88 ms [2020-12-21 06:02:56 main:574] : INFO : Epoch 1022 | loss: 0.0311255 | val_loss: 0.0311697 | Time: 2427.65 ms [2020-12-21 06:02:58 main:574] : INFO : Epoch 1023 | loss: 0.0311241 | val_loss: 0.03117 | Time: 2512.39 ms [2020-12-21 06:03:01 main:574] : INFO : Epoch 1024 | loss: 0.0311219 | val_loss: 0.0311693 | Time: 2484.08 ms [2020-12-21 06:03:01 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311693 [2020-12-21 06:03:01 main:603] : INFO : Saving end state to config to file [2020-12-21 06:03:01 main:608] : INFO : Success, exiting.. 06:03:01 (17872): 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)