Task 3361657
| Name | ParityMachine-1606531404-26975-1_2 |
| Workunit | 1465928 |
| Created | 19 Dec 2020, 20:40:49 UTC |
| Sent | 19 Dec 2020, 21:12:06 UTC |
| Report deadline | 26 Dec 2020, 21:12:06 UTC |
| Received | 21 Dec 2020, 2:56:08 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5512 |
| Run time | 44 min 38 sec |
| CPU time | 39 min 46 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>
main:574] : INFO : Epoch 514 | loss: 0.0310808 | val_loss: 0.0312134 | Time: 2369.49 ms
[2020-12-21 03:33:31 main:574] : INFO : Epoch 515 | loss: 0.0310798 | val_loss: 0.0312099 | Time: 2481.3 ms
[2020-12-21 03:33:34 main:574] : INFO : Epoch 516 | loss: 0.0310863 | val_loss: 0.0312114 | Time: 2448.65 ms
[2020-12-21 03:33:36 main:574] : INFO : Epoch 517 | loss: 0.0310805 | val_loss: 0.0312145 | Time: 2419.72 ms
[2020-12-21 03:33:39 main:574] : INFO : Epoch 518 | loss: 0.0310781 | val_loss: 0.031226 | Time: 2525.58 ms
[2020-12-21 03:33:41 main:574] : INFO : Epoch 519 | loss: 0.0310789 | val_loss: 0.0312281 | Time: 2462.07 ms
[2020-12-21 03:33:44 main:574] : INFO : Epoch 520 | loss: 0.0310791 | val_loss: 0.0312135 | Time: 2481.46 ms
[2020-12-21 03:33:46 main:574] : INFO : Epoch 521 | loss: 0.0310782 | val_loss: 0.0312371 | Time: 2462.47 ms
[2020-12-21 03:33:49 main:574] : INFO : Epoch 522 | loss: 0.0310764 | val_loss: 0.0312215 | Time: 2453.27 ms
[2020-12-21 03:33:51 main:574] : INFO : Epoch 523 | loss: 0.0310823 | val_loss: 0.031208 | Time: 2495.72 ms
[2020-12-21 03:33:54 main:574] : INFO : Epoch 524 | loss: 0.031078 | val_loss: 0.0312308 | Time: 2481.94 ms
[2020-12-21 03:33:56 main:574] : INFO : Epoch 525 | loss: 0.0310773 | val_loss: 0.031219 | Time: 2422.86 ms
[2020-12-21 03:33:59 main:574] : INFO : Epoch 526 | loss: 0.0310776 | val_loss: 0.0312198 | Time: 2458.61 ms
[2020-12-21 03:34:01 main:574] : INFO : Epoch 527 | loss: 0.0310809 | val_loss: 0.0312183 | Time: 2485.51 ms
[2020-12-21 03:34:04 main:574] : INFO : Epoch 528 | loss: 0.0310814 | val_loss: 0.0312089 | Time: 2465.41 ms
[2020-12-21 03:34:06 main:574] : INFO : Epoch 529 | loss: 0.0310925 | val_loss: 0.0312186 | Time: 2494.51 ms
[2020-12-21 03:34:09 main:574] : INFO : Epoch 530 | loss: 0.0310829 | val_loss: 0.0312267 | Time: 2460.08 ms
[2020-12-21 03:34:11 main:574] : INFO : Epoch 531 | loss: 0.0310873 | val_loss: 0.0312064 | Time: 2425.49 ms
[2020-12-21 03:34:14 main:574] : INFO : Epoch 532 | loss: 0.0310971 | val_loss: 0.0312108 | Time: 2506.6 ms
[2020-12-21 03:34:16 main:574] : INFO : Epoch 533 | loss: 0.0310843 | val_loss: 0.0312024 | Time: 2538.26 ms
[2020-12-21 03:34:19 main:574] : INFO : Epoch 534 | loss: 0.0310774 | val_loss: 0.031218 | Time: 2506.03 ms
[2020-12-21 03:34:21 main:574] : INFO : Epoch 535 | loss: 0.0310736 | val_loss: 0.0312275 | Time: 2441.2 ms
[2020-12-21 03:34:24 main:574] : INFO : Epoch 536 | loss: 0.0310776 | val_loss: 0.0312246 | Time: 2556.6 ms
[2020-12-21 03:34:26 main:574] : INFO : Epoch 537 | loss: 0.0310793 | val_loss: 0.0312232 | Time: 2447.86 ms
[2020-12-21 03:34:29 main:574] : INFO : Epoch 538 | loss: 0.0310873 | val_loss: 0.0312125 | Time: 2496.43 ms
[2020-12-21 03:34:31 main:574] : INFO : Epoch 539 | loss: 0.0310802 | val_loss: 0.0312171 | Time: 2405.35 ms
[2020-12-21 03:34:34 main:574] : INFO : Epoch 540 | loss: 0.0310838 | val_loss: 0.0312065 | Time: 2381.85 ms
[2020-12-21 03:34:36 main:574] : INFO : Epoch 541 | loss: 0.0311022 | val_loss: 0.0312025 | Time: 2472.74 ms
[2020-12-21 03:34:39 main:574] : INFO : Epoch 542 | loss: 0.0310977 | val_loss: 0.0312074 | Time: 2593.6 ms
[2020-12-21 03:34:41 main:574] : INFO : Epoch 543 | loss: 0.0310906 | val_loss: 0.0312097 | Time: 2550.49 ms
[2020-12-21 03:34:44 main:574] : INFO : Epoch 544 | loss: 0.0310886 | val_loss: 0.0312098 | Time: 2553.83 ms
[2020-12-21 03:34:47 main:574] : INFO : Epoch 545 | loss: 0.0310831 | val_loss: 0.0312184 | Time: 2568.8 ms
[2020-12-21 03:34:49 main:574] : INFO : Epoch 546 | loss: 0.0310776 | val_loss: 0.0312021 | Time: 2491.48 ms
[2020-12-21 03:34:52 main:574] : INFO : Epoch 547 | loss: 0.0310759 | val_loss: 0.0312388 | Time: 2496.11 ms
[2020-12-21 03:34:54 main:574] : INFO : Epoch 548 | loss: 0.031076 | val_loss: 0.0312131 | Time: 2410.82 ms
[2020-12-21 03:34:56 main:574] : INFO : Epoch 549 | loss: 0.0310728 | val_loss: 0.031225 | Time: 2410.25 ms
[2020-12-21 03:34:59 main:574] : INFO : Epoch 550 | loss: 0.0310764 | val_loss: 0.031213 | Time: 2445.62 ms
[2020-12-21 03:35:01 main:574] : INFO : Epoch 551 | loss: 0.0310758 | val_loss: 0.0312071 | Time: 2526.7 ms
[2020-12-21 03:35:04 main:574] : INFO : Epoch 552 | loss: 0.0310879 | val_loss: 0.0312199 | Time: 2660.31 ms
[2020-12-21 03:35:07 main:574] : INFO : Epoch 553 | loss: 0.0310891 | val_loss: 0.0312125 | Time: 2616.98 ms
[2020-12-21 03:35:09 main:574] : INFO : Epoch 554 | loss: 0.0310773 | val_loss: 0.0312305 | Time: 2526.88 ms
[2020-12-21 03:35:12 main:574] : INFO : Epoch 555 | loss: 0.0310729 | val_loss: 0.0312179 | Time: 2433.28 ms
[2020-12-21 03:35:14 main:574] : INFO : Epoch 556 | loss: 0.0310708 | val_loss: 0.0312213 | Time: 2549.08 ms
[2020-12-21 03:35:17 main:574] : INFO : Epoch 557 | loss: 0.0310766 | val_loss: 0.0312164 | Time: 2497.04 ms
[2020-12-21 03:35:19 main:574] : INFO : Epoch 558 | loss: 0.0310746 | val_loss: 0.0312353 | Time: 2492.33 ms
[2020-12-21 03:35:22 main:574] : INFO : Epoch 559 | loss: 0.0310831 | val_loss: 0.0312187 | Time: 2448.42 ms
[2020-12-21 03:35:24 main:574] : INFO : Epoch 560 | loss: 0.0310787 | val_loss: 0.0312258 | Time: 2543.92 ms
[2020-12-21 03:35:27 main:574] : INFO : Epoch 561 | loss: 0.0310755 | val_loss: 0.0312169 | Time: 2594.33 ms
[2020-12-21 03:35:30 main:574] : INFO : Epoch 562 | loss: 0.0310714 | val_loss: 0.0312318 | Time: 2669.37 ms
[2020-12-21 03:35:32 main:574] : INFO : Epoch 563 | loss: 0.0310743 | val_loss: 0.0312242 | Time: 2548.56 ms
[2020-12-21 03:35:35 main:574] : INFO : Epoch 564 | loss: 0.0310768 | val_loss: 0.0312363 | Time: 2504.61 ms
[2020-12-21 03:35:37 main:574] : INFO : Epoch 565 | loss: 0.0310777 | val_loss: 0.0312148 | Time: 2494.38 ms
[2020-12-21 03:35:40 main:574] : INFO : Epoch 566 | loss: 0.0310807 | val_loss: 0.0312252 | Time: 2621.46 ms
[2020-12-21 03:35:43 main:574] : INFO : Epoch 567 | loss: 0.0310794 | val_loss: 0.031225 | Time: 2525.25 ms
[2020-12-21 03:35:45 main:574] : INFO : Epoch 568 | loss: 0.0310781 | val_loss: 0.0312159 | Time: 2601.25 ms
[2020-12-21 03:35:48 main:574] : INFO : Epoch 569 | loss: 0.0310709 | val_loss: 0.0312192 | Time: 2823.74 ms
[2020-12-21 03:35:52 main:574] : INFO : Epoch 570 | loss: 0.0310715 | val_loss: 0.0312322 | Time: 3335.27 ms
[2020-12-21 03:35:54 main:574] : INFO : Epoch 571 | loss: 0.0310706 | val_loss: 0.0312322 | Time: 2511.89 ms
[2020-12-21 03:35:57 main:574] : INFO : Epoch 572 | loss: 0.0310752 | val_loss: 0.031218 | Time: 2633.37 ms
[2020-12-21 03:35:59 main:574] : INFO : Epoch 573 | loss: 0.0310817 | val_loss: 0.0312135 | Time: 2513.66 ms
[2020-12-21 03:36:02 main:574] : INFO : Epoch 574 | loss: 0.03108 | val_loss: 0.0312136 | Time: 2513.89 ms
[2020-12-21 03:36:04 main:574] : INFO : Epoch 575 | loss: 0.0310728 | val_loss: 0.0312118 | Time: 2463.18 ms
[2020-12-21 03:36:07 main:574] : INFO : Epoch 576 | loss: 0.0310671 | val_loss: 0.0312383 | Time: 2517.75 ms
[2020-12-21 03:36:09 main:574] : INFO : Epoch 577 | loss: 0.0310717 | val_loss: 0.0312139 | Time: 2514.99 ms
[2020-12-21 03:36:12 main:574] : INFO : Epoch 578 | loss: 0.0310758 | val_loss: 0.0312208 | Time: 2472.43 ms
[2020-12-21 03:36:14 main:574] : INFO : Epoch 579 | loss: 0.0310816 | val_loss: 0.0312061 | Time: 2524.43 ms
[2020-12-21 03:36:17 main:574] : INFO : Epoch 580 | loss: 0.0310898 | val_loss: 0.0312094 | Time: 2441.5 ms
[2020-12-21 03:36:20 main:574] : INFO : Epoch 581 | loss: 0.0310819 | val_loss: 0.0312135 | Time: 2563.16 ms
[2020-12-21 03:36:22 main:574] : INFO : Epoch 582 | loss: 0.0310805 | val_loss: 0.0312129 | Time: 2613.2 ms
[2020-12-21 03:36:25 main:574] : INFO : Epoch 583 | loss: 0.031078 | val_loss: 0.0312178 | Time: 2548.9 ms
[2020-12-21 03:36:27 main:574] : INFO : Epoch 584 | loss: 0.0310896 | val_loss: 0.03122 | Time: 2502.13 ms
[2020-12-21 03:36:30 main:574] : INFO : Epoch 585 | loss: 0.0310838 | val_loss: 0.0312104 | Time: 2617.79 ms
[2020-12-21 03:36:32 main:574] : INFO : Epoch 586 | loss: 0.0310811 | val_loss: 0.0311973 | Time: 2506.41 ms
[2020-12-21 03:36:35 main:574] : INFO : Epoch 587 | loss: 0.0311077 | val_loss: 0.0312168 | Time: 2533.17 ms
[2020-12-21 03:36:38 main:574] : INFO : Epoch 588 | loss: 0.0310942 | val_loss: 0.0312029 | Time: 2513.37 ms
[2020-12-21 03:36:40 main:574] : INFO : Epoch 589 | loss: 0.0310887 | val_loss: 0.0312064 | Time: 2550.62 ms
[2020-12-21 03:36:43 main:574] : INFO : Epoch 590 | loss: 0.0310863 | val_loss: 0.0312076 | Time: 2607.9 ms
[2020-12-21 03:36:45 main:574] : INFO : Epoch 591 | loss: 0.031077 | val_loss: 0.0312128 | Time: 2672.05 ms
[2020-12-21 03:36:48 main:574] : INFO : Epoch 592 | loss: 0.0310754 | val_loss: 0.0312144 | Time: 2618.04 ms
[2020-12-21 03:36:51 main:574] : INFO : Epoch 593 | loss: 0.0310917 | val_loss: 0.0312042 | Time: 2626.86 ms
[2020-12-21 03:36:53 main:574] : INFO : Epoch 594 | loss: 0.0310852 | val_loss: 0.0312122 | Time: 2602.58 ms
[2020-12-21 03:36:56 main:574] : INFO : Epoch 595 | loss: 0.0310823 | val_loss: 0.0312231 | Time: 2611.6 ms
[2020-12-21 03:36:59 main:574] : INFO : Epoch 596 | loss: 0.0310785 | val_loss: 0.0312175 | Time: 2654.56 ms
[2020-12-21 03:37:01 main:574] : INFO : Epoch 597 | loss: 0.0310893 | val_loss: 0.0311959 | Time: 2638.32 ms
[2020-12-21 03:37:04 main:574] : INFO : Epoch 598 | loss: 0.0311115 | val_loss: 0.031209 | Time: 2649.12 ms
[2020-12-21 03:37:07 main:574] : INFO : Epoch 599 | loss: 0.0310997 | val_loss: 0.0312053 | Time: 2557.78 ms
[2020-12-21 03:37:09 main:574] : INFO : Epoch 600 | loss: 0.0310925 | val_loss: 0.0312108 | Time: 2578.31 ms
[2020-12-21 03:37:12 main:574] : INFO : Epoch 601 | loss: 0.0310786 | val_loss: 0.0312157 | Time: 2630.85 ms
[2020-12-21 03:37:15 main:574] : INFO : Epoch 602 | loss: 0.0310771 | val_loss: 0.0312207 | Time: 2694.41 ms
[2020-12-21 03:37:17 main:574] : INFO : Epoch 603 | loss: 0.0310721 | val_loss: 0.0312216 | Time: 2612.34 ms
[2020-12-21 03:37:20 main:574] : INFO : Epoch 604 | loss: 0.0310725 | val_loss: 0.0312288 | Time: 2689.04 ms
[2020-12-21 03:37:23 main:574] : INFO : Epoch 605 | loss: 0.0310714 | val_loss: 0.0312141 | Time: 2683.64 ms
[2020-12-21 03:37:25 main:574] : INFO : Epoch 606 | loss: 0.0310715 | val_loss: 0.0312217 | Time: 2508.1 ms
[2020-12-21 03:37:28 main:574] : INFO : Epoch 607 | loss: 0.0310688 | val_loss: 0.0312194 | Time: 2563.74 ms
[2020-12-21 03:37:31 main:574] : INFO : Epoch 608 | loss: 0.0310664 | val_loss: 0.0312356 | Time: 2760.73 ms
[2020-12-21 03:37:33 main:574] : INFO : Epoch 609 | loss: 0.0310702 | val_loss: 0.0312177 | Time: 2514.12 ms
[2020-12-21 03:37:36 main:574] : INFO : Epoch 610 | loss: 0.0310726 | val_loss: 0.0312295 | Time: 2574.92 ms
[2020-12-21 03:37:39 main:574] : INFO : Epoch 611 | loss: 0.0310687 | val_loss: 0.0312151 | Time: 2723.17 ms
[2020-12-21 03:37:41 main:574] : INFO : Epoch 612 | loss: 0.031074 | val_loss: 0.0312255 | Time: 2614.17 ms
[2020-12-21 03:37:44 main:574] : INFO : Epoch 613 | loss: 0.0310758 | val_loss: 0.0312241 | Time: 2618.21 ms
[2020-12-21 03:37:47 main:574] : INFO : Epoch 614 | loss: 0.0310827 | val_loss: 0.031211 | Time: 2725.57 ms
[2020-12-21 03:37:49 main:574] : INFO : Epoch 615 | loss: 0.031097 | val_loss: 0.0312055 | Time: 2563.18 ms
[2020-12-21 03:37:52 main:574] : INFO : Epoch 616 | loss: 0.0574214 | val_loss: 0.0526349 | Time: 2538.98 ms
[2020-12-21 03:37:54 main:574] : INFO : Epoch 617 | loss: 0.0381814 | val_loss: 0.0316127 | Time: 2493.76 ms
[2020-12-21 03:37:57 main:574] : INFO : Epoch 618 | loss: 0.0323305 | val_loss: 0.0314844 | Time: 2628.07 ms
[2020-12-21 03:38:00 main:574] : INFO : Epoch 619 | loss: 0.03143 | val_loss: 0.0312942 | Time: 2718.63 ms
[2020-12-21 03:38:02 main:574] : INFO : Epoch 620 | loss: 0.0312695 | val_loss: 0.0312424 | Time: 2599.77 ms
[2020-12-21 03:38:05 main:574] : INFO : Epoch 621 | loss: 0.0312387 | val_loss: 0.0312318 | Time: 2623.11 ms
[2020-12-21 03:38:08 main:574] : INFO : Epoch 622 | loss: 0.0312312 | val_loss: 0.0312256 | Time: 2631.13 ms
[2020-12-21 03:38:10 main:574] : INFO : Epoch 623 | loss: 0.0312242 | val_loss: 0.0312224 | Time: 2622.57 ms
[2020-12-21 03:38:13 main:574] : INFO : Epoch 624 | loss: 0.031221 | val_loss: 0.0312214 | Time: 2575.67 ms
[2020-12-21 03:38:16 main:574] : INFO : Epoch 625 | loss: 0.0312188 | val_loss: 0.0312176 | Time: 2645.96 ms
[2020-12-21 03:38:18 main:574] : INFO : Epoch 626 | loss: 0.0312163 | val_loss: 0.0312158 | Time: 2727.39 ms
[2020-12-21 03:38:21 main:574] : INFO : Epoch 627 | loss: 0.031215 | val_loss: 0.0312136 | Time: 2683.43 ms
[2020-12-21 03:38:24 main:574] : INFO : Epoch 628 | loss: 0.0312157 | val_loss: 0.0312143 | Time: 2605.08 ms
[2020-12-21 03:38:26 main:574] : INFO : Epoch 629 | loss: 0.0312153 | val_loss: 0.0312178 | Time: 2502.51 ms
[2020-12-21 03:38:29 main:574] : INFO : Epoch 630 | loss: 0.031214 | val_loss: 0.0312248 | Time: 2663.06 ms
[2020-12-21 03:38:32 main:574] : INFO : Epoch 631 | loss: 0.0312113 | val_loss: 0.0312094 | Time: 2620.84 ms
[2020-12-21 03:38:34 main:574] : INFO : Epoch 632 | loss: 0.0312108 | val_loss: 0.0312074 | Time: 2568.92 ms
[2020-12-21 03:38:37 main:574] : INFO : Epoch 633 | loss: 0.0312105 | val_loss: 0.0312101 | Time: 2562.07 ms
[2020-12-21 03:38:39 main:574] : INFO : Epoch 634 | loss: 0.0312108 | val_loss: 0.0312219 | Time: 2665.28 ms
[2020-12-21 03:38:42 main:574] : INFO : Epoch 635 | loss: 0.0312137 | val_loss: 0.0312456 | Time: 2563.03 ms
[2020-12-21 03:38:45 main:574] : INFO : Epoch 636 | loss: 0.0312107 | val_loss: 0.0312055 | Time: 2541.76 ms
[2020-12-21 03:38:47 main:574] : INFO : Epoch 637 | loss: 0.031207 | val_loss: 0.0312062 | Time: 2507.16 ms
[2020-12-21 03:38:50 main:574] : INFO : Epoch 638 | loss: 0.0312048 | val_loss: 0.0312064 | Time: 2474.44 ms
[2020-12-21 03:38:52 main:574] : INFO : Epoch 639 | loss: 0.0312044 | val_loss: 0.0312042 | Time: 2604.69 ms
[2020-12-21 03:38:55 main:574] : INFO : Epoch 640 | loss: 0.0312035 | val_loss: 0.0312046 | Time: 2538.06 ms
[2020-12-21 03:38:57 main:574] : INFO : Epoch 641 | loss: 0.0312055 | val_loss: 0.0312119 | Time: 2450.61 ms
[2020-12-21 03:39:00 main:574] : INFO : Epoch 642 | loss: 0.0312069 | val_loss: 0.0312144 | Time: 2439.29 ms
[2020-12-21 03:39:02 main:574] : INFO : Epoch 643 | loss: 0.0312124 | val_loss: 0.0312121 | Time: 2456.11 ms
[2020-12-21 03:39:05 main:574] : INFO : Epoch 644 | loss: 0.0312085 | val_loss: 0.0312179 | Time: 2450.68 ms
[2020-12-21 03:39:07 main:574] : INFO : Epoch 645 | loss: 0.031205 | val_loss: 0.0312028 | Time: 2558.16 ms
[2020-12-21 03:39:10 main:574] : INFO : Epoch 646 | loss: 0.0312037 | val_loss: 0.0312029 | Time: 2582.32 ms
[2020-12-21 03:39:12 main:574] : INFO : Epoch 647 | loss: 0.0312052 | val_loss: 0.0312108 | Time: 2464.5 ms
[2020-12-21 03:39:15 main:574] : INFO : Epoch 648 | loss: 0.0312018 | val_loss: 0.0312023 | Time: 2622.16 ms
[2020-12-21 03:39:18 main:574] : INFO : Epoch 649 | loss: 0.0312025 | val_loss: 0.0312148 | Time: 2515.42 ms
[2020-12-21 03:39:20 main:574] : INFO : Epoch 650 | loss: 0.0312078 | val_loss: 0.0312049 | Time: 2602.69 ms
[2020-12-21 03:39:23 main:574] : INFO : Epoch 651 | loss: 0.0312079 | val_loss: 0.0312055 | Time: 2524.42 ms
[2020-12-21 03:39:25 main:574] : INFO : Epoch 652 | loss: 0.0312041 | val_loss: 0.031208 | Time: 2509.85 ms
[2020-12-21 03:39:28 main:574] : INFO : Epoch 653 | loss: 0.0312038 | val_loss: 0.0312078 | Time: 2564.67 ms
[2020-12-21 03:39:31 main:574] : INFO : Epoch 654 | loss: 0.0312039 | val_loss: 0.0312055 | Time: 2583.12 ms
[2020-12-21 03:39:33 main:574] : INFO : Epoch 655 | loss: 0.0312027 | val_loss: 0.0312037 | Time: 2641.36 ms
[2020-12-21 03:39:36 main:574] : INFO : Epoch 656 | loss: 0.0312042 | val_loss: 0.031203 | Time: 2567.03 ms
[2020-12-21 03:39:38 main:574] : INFO : Epoch 657 | loss: 0.0312015 | val_loss: 0.0312035 | Time: 2670.84 ms
[2020-12-21 03:39:41 main:574] : INFO : Epoch 658 | loss: 0.0312042 | val_loss: 0.0312042 | Time: 2586.79 ms
[2020-12-21 03:39:44 main:574] : INFO : Epoch 659 | loss: 0.0312036 | val_loss: 0.0312038 | Time: 2758.1 ms
[2020-12-21 03:39:47 main:574] : INFO : Epoch 660 | loss: 0.0311991 | val_loss: 0.0312033 | Time: 2655.73 ms
[2020-12-21 03:39:49 main:574] : INFO : Epoch 661 | loss: 0.0312036 | val_loss: 0.0312011 | Time: 2578.23 ms
[2020-12-21 03:39:52 main:574] : INFO : Epoch 662 | loss: 0.0311967 | val_loss: 0.0312006 | Time: 2663.8 ms
[2020-12-21 03:39:54 main:574] : INFO : Epoch 663 | loss: 0.0311968 | val_loss: 0.0312002 | Time: 2540.07 ms
[2020-12-21 03:39:57 main:574] : INFO : Epoch 664 | loss: 0.0311967 | val_loss: 0.0312032 | Time: 2704.74 ms
[2020-12-21 03:40:00 main:574] : INFO : Epoch 665 | loss: 0.0311965 | val_loss: 0.0311996 | Time: 2707.17 ms
[2020-12-21 03:40:02 main:574] : INFO : Epoch 666 | loss: 0.031195 | val_loss: 0.0311996 | Time: 2512.35 ms
[2020-12-21 03:40:05 main:574] : INFO : Epoch 667 | loss: 0.0311945 | val_loss: 0.0312026 | Time: 2726.05 ms
[2020-12-21 03:40:08 main:574] : INFO : Epoch 668 | loss: 0.0312018 | val_loss: 0.0312 | Time: 2532.89 ms
[2020-12-21 03:40:10 main:574] : INFO : Epoch 669 | loss: 0.0312042 | val_loss: 0.031204 | Time: 2601.88 ms
[2020-12-21 03:40:13 main:574] : INFO : Epoch 670 | loss: 0.0311993 | val_loss: 0.0312054 | Time: 2538.25 ms
[2020-12-21 03:40:16 main:574] : INFO : Epoch 671 | loss: 0.0311961 | val_loss: 0.0311984 | Time: 2596.96 ms
[2020-12-21 03:40:18 main:574] : INFO : Epoch 672 | loss: 0.0311939 | val_loss: 0.0312 | Time: 2542.82 ms
[2020-12-21 03:40:21 main:574] : INFO : Epoch 673 | loss: 0.0311943 | val_loss: 0.0312028 | Time: 2492.23 ms
[2020-12-21 03:40:23 main:574] : INFO : Epoch 674 | loss: 0.031194 | val_loss: 0.0312035 | Time: 2572.95 ms
[2020-12-21 03:40:26 main:574] : INFO : Epoch 675 | loss: 0.0311945 | val_loss: 0.0311975 | Time: 2531.03 ms
[2020-12-21 03:40:28 main:574] : INFO : Epoch 676 | loss: 0.031193 | val_loss: 0.0311976 | Time: 2539.06 ms
[2020-12-21 03:40:31 main:574] : INFO : Epoch 677 | loss: 0.0311932 | val_loss: 0.0311986 | Time: 2566.44 ms
[2020-12-21 03:40:34 main:574] : INFO : Epoch 678 | loss: 0.0311919 | val_loss: 0.031199 | Time: 2581.22 ms
[2020-12-21 03:40:36 main:574] : INFO : Epoch 679 | loss: 0.0311929 | val_loss: 0.031198 | Time: 2602.88 ms
[2020-12-21 03:40:39 main:574] : INFO : Epoch 680 | loss: 0.0311938 | val_loss: 0.0312013 | Time: 2494.13 ms
[2020-12-21 03:40:41 main:574] : INFO : Epoch 681 | loss: 0.0311942 | val_loss: 0.0312031 | Time: 2509.49 ms
[2020-12-21 03:40:44 main:574] : INFO : Epoch 682 | loss: 0.0311925 | val_loss: 0.0311976 | Time: 2645.15 ms
[2020-12-21 03:40:47 main:574] : INFO : Epoch 683 | loss: 0.0311925 | val_loss: 0.0311991 | Time: 2534.99 ms
[2020-12-21 03:40:49 main:574] : INFO : Epoch 684 | loss: 0.0311931 | val_loss: 0.031211 | Time: 2560.17 ms
[2020-12-21 03:40:52 main:574] : INFO : Epoch 685 | loss: 0.0311923 | val_loss: 0.0311977 | Time: 2576.97 ms
[2020-12-21 03:40:55 main:574] : INFO : Epoch 686 | loss: 0.0311906 | val_loss: 0.0311964 | Time: 2648.37 ms
[2020-12-21 03:40:57 main:574] : INFO : Epoch 687 | loss: 0.0311898 | val_loss: 0.0312045 | Time: 2669.05 ms
[2020-12-21 03:41:00 main:574] : INFO : Epoch 688 | loss: 0.0311916 | val_loss: 0.0311961 | Time: 2471.7 ms
[2020-12-21 03:41:02 main:574] : INFO : Epoch 689 | loss: 0.0311933 | val_loss: 0.03122 | Time: 2545.16 ms
[2020-12-21 03:41:05 main:574] : INFO : Epoch 690 | loss: 0.0312011 | val_loss: 0.0311963 | Time: 2629.41 ms
[2020-12-21 03:41:08 main:574] : INFO : Epoch 691 | loss: 0.0312054 | val_loss: 0.0311972 | Time: 2577.36 ms
[2020-12-21 03:41:10 main:574] : INFO : Epoch 692 | loss: 0.0311932 | val_loss: 0.0312032 | Time: 2669.54 ms
[2020-12-21 03:41:13 main:574] : INFO : Epoch 693 | loss: 0.0311914 | val_loss: 0.0312071 | Time: 2632.07 ms
[2020-12-21 03:41:16 main:574] : INFO : Epoch 694 | loss: 0.0311946 | val_loss: 0.0312107 | Time: 2596.18 ms
[2020-12-21 03:41:18 main:574] : INFO : Epoch 695 | loss: 0.0311977 | val_loss: 0.0312245 | Time: 2542.14 ms
[2020-12-21 03:41:21 main:574] : INFO : Epoch 696 | loss: 0.0312011 | val_loss: 0.0311982 | Time: 2563.65 ms
[2020-12-21 03:41:23 main:574] : INFO : Epoch 697 | loss: 0.0311929 | val_loss: 0.0312002 | Time: 2596.38 ms
[2020-12-21 03:41:26 main:574] : INFO : Epoch 698 | loss: 0.031191 | val_loss: 0.0312002 | Time: 2677.84 ms
[2020-12-21 03:41:29 main:574] : INFO : Epoch 699 | loss: 0.0311916 | val_loss: 0.031201 | Time: 2693.68 ms
[2020-12-21 03:41:32 main:574] : INFO : Epoch 700 | loss: 0.0311884 | val_loss: 0.0311974 | Time: 2680.68 ms
[2020-12-21 03:41:34 main:574] : INFO : Epoch 701 | loss: 0.0311875 | val_loss: 0.0311984 | Time: 2649.21 ms
[2020-12-21 03:41:37 main:574] : INFO : Epoch 702 | loss: 0.0311908 | val_loss: 0.0311988 | Time: 2569.22 ms
[2020-12-21 03:41:39 main:574] : INFO : Epoch 703 | loss: 0.0311886 | val_loss: 0.0311957 | Time: 2548.59 ms
[2020-12-21 03:41:42 main:574] : INFO : Epoch 704 | loss: 0.0311903 | val_loss: 0.0311976 | Time: 2570.93 ms
[2020-12-21 03:41:44 main:574] : INFO : Epoch 705 | loss: 0.0311912 | val_loss: 0.0311976 | Time: 2504.41 ms
[2020-12-21 03:41:47 main:574] : INFO : Epoch 706 | loss: 0.0311885 | val_loss: 0.0311955 | Time: 2682.49 ms
[2020-12-21 03:41:50 main:574] : INFO : Epoch 707 | loss: 0.0311859 | val_loss: 0.031198 | Time: 2585.17 ms
[2020-12-21 03:41:52 main:574] : INFO : Epoch 708 | loss: 0.0311894 | val_loss: 0.0311959 | Time: 2649.87 ms
[2020-12-21 03:41:55 main:574] : INFO : Epoch 709 | loss: 0.031188 | val_loss: 0.031194 | Time: 2586.39 ms
[2020-12-21 03:41:58 main:574] : INFO : Epoch 710 | loss: 0.031189 | val_loss: 0.0311985 | Time: 2569.18 ms
[2020-12-21 03:42:00 main:574] : INFO : Epoch 711 | loss: 0.0311879 | val_loss: 0.0311948 | Time: 2586.11 ms
[2020-12-21 03:42:03 main:574] : INFO : Epoch 712 | loss: 0.0311882 | val_loss: 0.0311948 | Time: 2640.15 ms
[2020-12-21 03:42:06 main:574] : INFO : Epoch 713 | loss: 0.0311872 | val_loss: 0.0311966 | Time: 2678.8 ms
[2020-12-21 03:42:08 main:574] : INFO : Epoch 714 | loss: 0.0311863 | val_loss: 0.0312037 | Time: 2624.75 ms
[2020-12-21 03:42:11 main:574] : INFO : Epoch 715 | loss: 0.031189 | val_loss: 0.0311964 | Time: 2638.4 ms
[2020-12-21 03:42:14 main:574] : INFO : Epoch 716 | loss: 0.0311881 | val_loss: 0.0311986 | Time: 2649.71 ms
[2020-12-21 03:42:16 main:574] : INFO : Epoch 717 | loss: 0.0311857 | val_loss: 0.0311942 | Time: 2628.25 ms
[2020-12-21 03:42:19 main:574] : INFO : Epoch 718 | loss: 0.0311848 | val_loss: 0.0312084 | Time: 2630.49 ms
[2020-12-21 03:42:22 main:574] : INFO : Epoch 719 | loss: 0.0311859 | val_loss: 0.0311941 | Time: 2640.65 ms
[2020-12-21 03:42:24 main:574] : INFO : Epoch 720 | loss: 0.0311848 | val_loss: 0.031196 | Time: 2593.72 ms
[2020-12-21 03:42:27 main:574] : INFO : Epoch 721 | loss: 0.0311854 | val_loss: 0.0311942 | Time: 2649.35 ms
[2020-12-21 03:42:30 main:574] : INFO : Epoch 722 | loss: 0.0311844 | val_loss: 0.0311999 | Time: 2577.11 ms
[2020-12-21 03:42:32 main:574] : INFO : Epoch 723 | loss: 0.031192 | val_loss: 0.0312052 | Time: 2550.91 ms
[2020-12-21 03:42:35 main:574] : INFO : Epoch 724 | loss: 0.0311988 | val_loss: 0.0312031 | Time: 2578.09 ms
[2020-12-21 03:42:38 main:574] : INFO : Epoch 725 | loss: 0.0311959 | val_loss: 0.0311967 | Time: 2616.7 ms
[2020-12-21 03:42:40 main:574] : INFO : Epoch 726 | loss: 0.0311934 | val_loss: 0.0311974 | Time: 2598.19 ms
[2020-12-21 03:42:43 main:574] : INFO : Epoch 727 | loss: 0.0311916 | val_loss: 0.0311943 | Time: 2482.75 ms
[2020-12-21 03:42:45 main:574] : INFO : Epoch 728 | loss: 0.0311886 | val_loss: 0.0311963 | Time: 2658.58 ms
[2020-12-21 03:42:48 main:574] : INFO : Epoch 729 | loss: 0.0311893 | val_loss: 0.0311936 | Time: 2626.23 ms
[2020-12-21 03:42:51 main:574] : INFO : Epoch 730 | loss: 0.0311882 | val_loss: 0.0312063 | Time: 2620.81 ms
[2020-12-21 03:42:53 main:574] : INFO : Epoch 731 | loss: 0.0311897 | val_loss: 0.0311924 | Time: 2681.13 ms
[2020-12-21 03:42:56 main:574] : INFO : Epoch 732 | loss: 0.0311848 | val_loss: 0.0311928 | Time: 2580.18 ms
[2020-12-21 03:42:59 main:574] : INFO : Epoch 733 | loss: 0.0311881 | val_loss: 0.0311934 | Time: 2588.49 ms
[2020-12-21 03:43:01 main:574] : INFO : Epoch 734 | loss: 0.0311909 | val_loss: 0.0311914 | Time: 2509.25 ms
[2020-12-21 03:43:04 main:574] : INFO : Epoch 735 | loss: 0.0311842 | val_loss: 0.0311923 | Time: 2564.14 ms
[2020-12-21 03:43:06 main:574] : INFO : Epoch 736 | loss: 0.0311825 | val_loss: 0.031191 | Time: 2602.2 ms
[2020-12-21 03:43:09 main:574] : INFO : Epoch 737 | loss: 0.0311842 | val_loss: 0.0311905 | Time: 2591 ms
[2020-12-21 03:43:12 main:574] : INFO : Epoch 738 | loss: 0.0311863 | val_loss: 0.0311966 | Time: 2505.77 ms
[2020-12-21 03:43:14 main:574] : INFO : Epoch 739 | loss: 0.0311878 | val_loss: 0.0312191 | Time: 2561.9 ms
[2020-12-21 03:43:17 main:574] : INFO : Epoch 740 | loss: 0.0311922 | val_loss: 0.0312127 | Time: 2508.03 ms
[2020-12-21 03:43:19 main:574] : INFO : Epoch 741 | loss: 0.0311845 | val_loss: 0.0311957 | Time: 2489.65 ms
[2020-12-21 03:43:22 main:574] : INFO : Epoch 742 | loss: 0.0311821 | val_loss: 0.0311977 | Time: 2455.67 ms
[2020-12-21 03:43:24 main:574] : INFO : Epoch 743 | loss: 0.0311862 | val_loss: 0.0311916 | Time: 2621.05 ms
[2020-12-21 03:43:27 main:574] : INFO : Epoch 744 | loss: 0.0311833 | val_loss: 0.0311909 | Time: 2580.76 ms
[2020-12-21 03:43:29 main:574] : INFO : Epoch 745 | loss: 0.0311798 | val_loss: 0.0311915 | Time: 2551.53 ms
[2020-12-21 03:43:32 main:574] : INFO : Epoch 746 | loss: 0.0311819 | val_loss: 0.0311922 | Time: 2465.5 ms
[2020-12-21 03:43:34 main:574] : INFO : Epoch 747 | loss: 0.031181 | val_loss: 0.0311954 | Time: 2430.56 ms
[2020-12-21 03:43:37 main:574] : INFO : Epoch 748 | loss: 0.0311798 | val_loss: 0.0311907 | Time: 2396.93 ms
[2020-12-21 03:43:39 main:574] : INFO : Epoch 749 | loss: 0.0311802 | val_loss: 0.0311921 | Time: 2480.57 ms
[2020-12-21 03:43:42 main:574] : INFO : Epoch 750 | loss: 0.0311808 | val_loss: 0.0311928 | Time: 2383.29 ms
[2020-12-21 03:43:44 main:574] : INFO : Epoch 751 | loss: 0.0311786 | val_loss: 0.0311925 | Time: 2427.3 ms
[2020-12-21 03:43:47 main:574] : INFO : Epoch 752 | loss: 0.031179 | val_loss: 0.0311949 | Time: 2400.08 ms
[2020-12-21 03:43:49 main:574] : INFO : Epoch 753 | loss: 0.031181 | val_loss: 0.0311911 | Time: 2337.01 ms
[2020-12-21 03:43:51 main:574] : INFO : Epoch 754 | loss: 0.0311848 | val_loss: 0.0312024 | Time: 2486.02 ms
[2020-12-21 03:43:54 main:574] : INFO : Epoch 755 | loss: 0.0311815 | val_loss: 0.0311898 | Time: 2468.09 ms
[2020-12-21 03:43:56 main:574] : INFO : Epoch 756 | loss: 0.0311783 | val_loss: 0.0311908 | Time: 2489.92 ms
[2020-12-21 03:43:59 main:574] : INFO : Epoch 757 | loss: 0.0311778 | val_loss: 0.0311901 | Time: 2473.04 ms
[2020-12-21 03:44:02 main:574] : INFO : Epoch 758 | loss: 0.0311787 | val_loss: 0.0311956 | Time: 2500.92 ms
[2020-12-21 03:44:04 main:574] : INFO : Epoch 759 | loss: 0.0311785 | val_loss: 0.0311927 | Time: 2496.16 ms
[2020-12-21 03:44:07 main:574] : INFO : Epoch 760 | loss: 0.031178 | val_loss: 0.0311896 | Time: 2501.01 ms
[2020-12-21 03:44:09 main:574] : INFO : Epoch 761 | loss: 0.0311781 | val_loss: 0.0311915 | Time: 2391.6 ms
[2020-12-21 03:44:11 main:574] : INFO : Epoch 762 | loss: 0.0311769 | val_loss: 0.0311963 | Time: 2424.82 ms
[2020-12-21 03:44:14 main:574] : INFO : Epoch 763 | loss: 0.0311772 | val_loss: 0.0311954 | Time: 2378.34 ms
[2020-12-21 03:44:16 main:574] : INFO : Epoch 764 | loss: 0.0311754 | val_loss: 0.0311927 | Time: 2468.39 ms
[2020-12-21 03:44:19 main:574] : INFO : Epoch 765 | loss: 0.0311755 | val_loss: 0.0311937 | Time: 2385.96 ms
[2020-12-21 03:44:21 main:574] : INFO : Epoch 766 | loss: 0.0311765 | val_loss: 0.0311948 | Time: 2481.91 ms
[2020-12-21 03:44:24 main:574] : INFO : Epoch 767 | loss: 0.0311794 | val_loss: 0.031191 | Time: 2471.35 ms
[2020-12-21 03:44:26 main:574] : INFO : Epoch 768 | loss: 0.0311834 | val_loss: 0.0311894 | Time: 2357.01 ms
[2020-12-21 03:44:29 main:574] : INFO : Epoch 769 | loss: 0.0311782 | val_loss: 0.0312066 | Time: 2431.59 ms
[2020-12-21 03:44:31 main:574] : INFO : Epoch 770 | loss: 0.0311812 | val_loss: 0.031203 | Time: 2470.94 ms
[2020-12-21 03:44:34 main:574] : INFO : Epoch 771 | loss: 0.0311791 | val_loss: 0.0311928 | Time: 2446.41 ms
[2020-12-21 03:44:36 main:574] : INFO : Epoch 772 | loss: 0.0311803 | val_loss: 0.0311905 | Time: 2394.56 ms
[2020-12-21 03:44:38 main:574] : INFO : Epoch 773 | loss: 0.0311809 | val_loss: 0.0311974 | Time: 2495.76 ms
[2020-12-21 03:44:41 main:574] : INFO : Epoch 774 | loss: 0.0311793 | val_loss: 0.0311915 | Time: 2404 ms
[2020-12-21 03:44:43 main:574] : INFO : Epoch 775 | loss: 0.0311769 | val_loss: 0.0311896 | Time: 2430.63 ms
[2020-12-21 03:44:46 main:574] : INFO : Epoch 776 | loss: 0.0311762 | val_loss: 0.0311892 | Time: 2448.34 ms
[2020-12-21 03:44:48 main:574] : INFO : Epoch 777 | loss: 0.0311746 | val_loss: 0.0311902 | Time: 2567.61 ms
[2020-12-21 03:44:51 main:574] : INFO : Epoch 778 | loss: 0.031175 | val_loss: 0.0311898 | Time: 2563.37 ms
[2020-12-21 03:44:54 main:574] : INFO : Epoch 779 | loss: 0.0311741 | val_loss: 0.031189 | Time: 2495.39 ms
[2020-12-21 03:44:56 main:574] : INFO : Epoch 780 | loss: 0.0311739 | val_loss: 0.0311894 | Time: 2502.58 ms
[2020-12-21 03:44:59 main:574] : INFO : Epoch 781 | loss: 0.0311756 | val_loss: 0.0311919 | Time: 2580.6 ms
[2020-12-21 03:45:01 main:574] : INFO : Epoch 782 | loss: 0.0311757 | val_loss: 0.0311896 | Time: 2472.34 ms
[2020-12-21 03:45:04 main:574] : INFO : Epoch 783 | loss: 0.0311751 | val_loss: 0.0311902 | Time: 2396.6 ms
[2020-12-21 03:45:06 main:574] : INFO : Epoch 784 | loss: 0.0311814 | val_loss: 0.0311897 | Time: 2439.87 ms
[2020-12-21 03:45:08 main:574] : INFO : Epoch 785 | loss: 0.0311792 | val_loss: 0.0311881 | Time: 2349.39 ms
[2020-12-21 03:45:11 main:574] : INFO : Epoch 786 | loss: 0.0311796 | val_loss: 0.0311875 | Time: 2578.42 ms
[2020-12-21 03:45:14 main:574] : INFO : Epoch 787 | loss: 0.0311793 | val_loss: 0.031209 | Time: 2513.11 ms
[2020-12-21 03:45:16 main:574] : INFO : Epoch 788 | loss: 0.0311787 | val_loss: 0.0311874 | Time: 2377.13 ms
[2020-12-21 03:45:18 main:574] : INFO : Epoch 789 | loss: 0.031175 | val_loss: 0.0311898 | Time: 2463.04 ms
[2020-12-21 03:45:21 main:574] : INFO : Epoch 790 | loss: 0.0311762 | val_loss: 0.0311902 | Time: 2479.4 ms
[2020-12-21 03:45:23 main:574] : INFO : Epoch 791 | loss: 0.0311762 | val_loss: 0.0311876 | Time: 2419.43 ms
[2020-12-21 03:45:26 main:574] : INFO : Epoch 792 | loss: 0.0311727 | val_loss: 0.0311876 | Time: 2508.93 ms
[2020-12-21 03:45:29 main:574] : INFO : Epoch 793 | loss: 0.0311739 | val_loss: 0.0311927 | Time: 2482.46 ms
[2020-12-21 03:45:31 main:574] : INFO : Epoch 794 | loss: 0.0311768 | val_loss: 0.0311904 | Time: 2472.75 ms
[2020-12-21 03:45:34 main:574] : INFO : Epoch 795 | loss: 0.0311746 | val_loss: 0.0311885 | Time: 2584.04 ms
[2020-12-21 03:45:36 main:574] : INFO : Epoch 796 | loss: 0.0311759 | val_loss: 0.031201 | Time: 2562.7 ms
[2020-12-21 03:45:39 main:574] : INFO : Epoch 797 | loss: 0.0311837 | val_loss: 0.0312068 | Time: 2490.79 ms
[2020-12-21 03:45:41 main:574] : INFO : Epoch 798 | loss: 0.0311765 | val_loss: 0.0311885 | Time: 2546.77 ms
[2020-12-21 03:45:44 main:574] : INFO : Epoch 799 | loss: 0.0311734 | val_loss: 0.0311977 | Time: 2491.1 ms
[2020-12-21 03:45:46 main:574] : INFO : Epoch 800 | loss: 0.0311748 | val_loss: 0.0311941 | Time: 2536.41 ms
[2020-12-21 03:45:49 main:574] : INFO : Epoch 801 | loss: 0.0311769 | val_loss: 0.0311861 | Time: 2616.07 ms
[2020-12-21 03:45:52 main:574] : INFO : Epoch 802 | loss: 0.0311739 | val_loss: 0.0311908 | Time: 2560.05 ms
[2020-12-21 03:45:54 main:574] : INFO : Epoch 803 | loss: 0.0311752 | val_loss: 0.0311911 | Time: 2524.68 ms
[2020-12-21 03:45:57 main:574] : INFO : Epoch 804 | loss: 0.0311739 | val_loss: 0.0311884 | Time: 2568.66 ms
[2020-12-21 03:45:59 main:574] : INFO : Epoch 805 | loss: 0.0311724 | val_loss: 0.0311871 | Time: 2582.95 ms
[2020-12-21 03:46:02 main:574] : INFO : Epoch 806 | loss: 0.0311704 | val_loss: 0.0311861 | Time: 2565.07 ms
[2020-12-21 03:46:05 main:574] : INFO : Epoch 807 | loss: 0.0311764 | val_loss: 0.0311897 | Time: 2713.98 ms
[2020-12-21 03:46:07 main:574] : INFO : Epoch 808 | loss: 0.0311788 | val_loss: 0.0311866 | Time: 2555.83 ms
[2020-12-21 03:46:10 main:574] : INFO : Epoch 809 | loss: 0.0311762 | val_loss: 0.0311943 | Time: 2549.7 ms
[2020-12-21 03:46:12 main:574] : INFO : Epoch 810 | loss: 0.0311723 | val_loss: 0.03119 | Time: 2462.62 ms
[2020-12-21 03:46:15 main:574] : INFO : Epoch 811 | loss: 0.0311729 | val_loss: 0.0311868 | Time: 2519.65 ms
[2020-12-21 03:46:18 main:574] : INFO : Epoch 812 | loss: 0.0311723 | val_loss: 0.0311872 | Time: 2547.19 ms
[2020-12-21 03:46:20 main:574] : INFO : Epoch 813 | loss: 0.0311781 | val_loss: 0.0311902 | Time: 2591.53 ms
[2020-12-21 03:46:23 main:574] : INFO : Epoch 814 | loss: 0.031182 | val_loss: 0.031187 | Time: 2554.51 ms
[2020-12-21 03:46:25 main:574] : INFO : Epoch 815 | loss: 0.0311822 | val_loss: 0.031187 | Time: 2433.78 ms
[2020-12-21 03:46:28 main:574] : INFO : Epoch 816 | loss: 0.0311834 | val_loss: 0.0311895 | Time: 2619.01 ms
[2020-12-21 03:46:30 main:574] : INFO : Epoch 817 | loss: 0.0311773 | val_loss: 0.0311856 | Time: 2512.71 ms
[2020-12-21 03:46:33 main:574] : INFO : Epoch 818 | loss: 0.0311769 | val_loss: 0.0311832 | Time: 2469.07 ms
[2020-12-21 03:46:36 main:574] : INFO : Epoch 819 | loss: 0.0311784 | val_loss: 0.0311914 | Time: 2671.6 ms
[2020-12-21 03:46:38 main:574] : INFO : Epoch 820 | loss: 0.0311791 | val_loss: 0.0311997 | Time: 2565.44 ms
[2020-12-21 03:46:41 main:574] : INFO : Epoch 821 | loss: 0.0311736 | val_loss: 0.0311834 | Time: 2636.85 ms
[2020-12-21 03:46:43 main:574] : INFO : Epoch 822 | loss: 0.0311723 | val_loss: 0.0311867 | Time: 2560.49 ms
[2020-12-21 03:46:46 main:574] : INFO : Epoch 823 | loss: 0.0311744 | val_loss: 0.0311825 | Time: 2454.64 ms
[2020-12-21 03:46:49 main:574] : INFO : Epoch 824 | loss: 0.0311723 | val_loss: 0.0311965 | Time: 2649.72 ms
[2020-12-21 03:46:51 main:574] : INFO : Epoch 825 | loss: 0.0311779 | val_loss: 0.0311847 | Time: 2448.76 ms
[2020-12-21 03:46:54 main:574] : INFO : Epoch 826 | loss: 0.0311738 | val_loss: 0.0311847 | Time: 2415.81 ms
[2020-12-21 03:46:56 main:574] : INFO : Epoch 827 | loss: 0.0311705 | val_loss: 0.0311834 | Time: 2607.5 ms
[2020-12-21 03:46:59 main:574] : INFO : Epoch 828 | loss: 0.0311681 | val_loss: 0.0311851 | Time: 2410.27 ms
[2020-12-21 03:47:01 main:574] : INFO : Epoch 829 | loss: 0.0311709 | val_loss: 0.031183 | Time: 2461.51 ms
[2020-12-21 03:47:04 main:574] : INFO : Epoch 830 | loss: 0.031171 | val_loss: 0.0311899 | Time: 2544.98 ms
[2020-12-21 03:47:06 main:574] : INFO : Epoch 831 | loss: 0.0311708 | val_loss: 0.0311833 | Time: 2519.42 ms
[2020-12-21 03:47:09 main:574] : INFO : Epoch 832 | loss: 0.0311695 | val_loss: 0.0311823 | Time: 2572.89 ms
[2020-12-21 03:47:11 main:574] : INFO : Epoch 833 | loss: 0.0311708 | val_loss: 0.0311857 | Time: 2517.6 ms
[2020-12-21 03:47:14 main:574] : INFO : Epoch 834 | loss: 0.0311663 | val_loss: 0.0311831 | Time: 2411.99 ms
[2020-12-21 03:47:16 main:574] : INFO : Epoch 835 | loss: 0.0311683 | val_loss: 0.0311818 | Time: 2588.05 ms
[2020-12-21 03:47:19 main:574] : INFO : Epoch 836 | loss: 0.0311719 | val_loss: 0.031189 | Time: 2479.91 ms
[2020-12-21 03:47:22 main:574] : INFO : Epoch 837 | loss: 0.0311753 | val_loss: 0.0311842 | Time: 2563.51 ms
[2020-12-21 03:47:24 main:574] : INFO : Epoch 838 | loss: 0.0311671 | val_loss: 0.0311812 | Time: 2555.31 ms
[2020-12-21 03:47:27 main:574] : INFO : Epoch 839 | loss: 0.0311836 | val_loss: 0.0311843 | Time: 2510.01 ms
[2020-12-21 03:47:29 main:574] : INFO : Epoch 840 | loss: 0.0311779 | val_loss: 0.0311869 | Time: 2519.38 ms
[2020-12-21 03:47:32 main:574] : INFO : Epoch 841 | loss: 0.0311687 | val_loss: 0.0311909 | Time: 2479.64 ms
[2020-12-21 03:47:34 main:574] : INFO : Epoch 842 | loss: 0.0311727 | val_loss: 0.0311827 | Time: 2707.9 ms
[2020-12-21 03:47:37 main:574] : INFO : Epoch 843 | loss: 0.0311662 | val_loss: 0.0311833 | Time: 2701.97 ms
[2020-12-21 03:47:40 main:574] : INFO : Epoch 844 | loss: 0.0311671 | val_loss: 0.0311897 | Time: 2601.61 ms
[2020-12-21 03:47:43 main:574] : INFO : Epoch 845 | loss: 0.0311648 | val_loss: 0.0311836 | Time: 2676.65 ms
[2020-12-21 03:47:45 main:574] : INFO : Epoch 846 | loss: 0.0311664 | val_loss: 0.0311889 | Time: 2581.91 ms
[2020-12-21 03:47:48 main:574] : INFO : Epoch 847 | loss: 0.0311753 | val_loss: 0.0311911 | Time: 2635.8 ms
[2020-12-21 03:47:51 main:574] : INFO : Epoch 848 | loss: 0.0311748 | val_loss: 0.0312036 | Time: 2709.04 ms
[2020-12-21 03:47:53 main:574] : INFO : Epoch 849 | loss: 0.0311842 | val_loss: 0.0311915 | Time: 2670.58 ms
[2020-12-21 03:47:56 main:574] : INFO : Epoch 850 | loss: 0.031173 | val_loss: 0.0311928 | Time: 2721.19 ms
[2020-12-21 03:47:59 main:574] : INFO : Epoch 851 | loss: 0.0311661 | val_loss: 0.0311812 | Time: 2669.65 ms
[2020-12-21 03:48:01 main:574] : INFO : Epoch 852 | loss: 0.0311619 | val_loss: 0.0311805 | Time: 2640.95 ms
[2020-12-21 03:48:04 main:574] : INFO : Epoch 853 | loss: 0.0311675 | val_loss: 0.0311888 | Time: 2769.6 ms
[2020-12-21 03:48:07 main:574] : INFO : Epoch 854 | loss: 0.0311679 | val_loss: 0.0311819 | Time: 2656.15 ms
[2020-12-21 03:48:10 main:574] : INFO : Epoch 855 | loss: 0.0311646 | val_loss: 0.0311844 | Time: 2724.77 ms
[2020-12-21 03:48:12 main:574] : INFO : Epoch 856 | loss: 0.0311644 | val_loss: 0.0311779 | Time: 2794.1 ms
[2020-12-21 03:48:15 main:574] : INFO : Epoch 857 | loss: 0.0311682 | val_loss: 0.031192 | Time: 2578.49 ms
[2020-12-21 03:48:18 main:574] : INFO : Epoch 858 | loss: 0.0311668 | val_loss: 0.0311836 | Time: 2707.97 ms
[2020-12-21 03:48:21 main:574] : INFO : Epoch 859 | loss: 0.0311749 | val_loss: 0.0311803 | Time: 2765.61 ms
[2020-12-21 03:48:23 main:574] : INFO : Epoch 860 | loss: 0.0311704 | val_loss: 0.031188 | Time: 2736.49 ms
[2020-12-21 03:48:26 main:574] : INFO : Epoch 861 | loss: 0.0311656 | val_loss: 0.031183 | Time: 2779.78 ms
[2020-12-21 03:48:29 main:574] : INFO : Epoch 862 | loss: 0.0311645 | val_loss: 0.031188 | Time: 2796.17 ms
[2020-12-21 03:48:32 main:574] : INFO : Epoch 863 | loss: 0.0311627 | val_loss: 0.0311816 | Time: 2732.13 ms
[2020-12-21 03:48:34 main:574] : INFO : Epoch 864 | loss: 0.0311613 | val_loss: 0.0311827 | Time: 2747.25 ms
[2020-12-21 03:48:37 main:574] : INFO : Epoch 865 | loss: 0.03116 | val_loss: 0.0311765 | Time: 2716.57 ms
[2020-12-21 03:48:40 main:574] : INFO : Epoch 866 | loss: 0.0311631 | val_loss: 0.0311778 | Time: 2800.77 ms
[2020-12-21 03:48:43 main:574] : INFO : Epoch 867 | loss: 0.0311703 | val_loss: 0.0311929 | Time: 2816.92 ms
[2020-12-21 03:48:46 main:574] : INFO : Epoch 868 | loss: 0.0311654 | val_loss: 0.0311797 | Time: 2828.19 ms
[2020-12-21 03:48:49 main:574] : INFO : Epoch 869 | loss: 0.0311627 | val_loss: 0.0311896 | Time: 2785.79 ms
[2020-12-21 03:48:51 main:574] : INFO : Epoch 870 | loss: 0.0311592 | val_loss: 0.0311794 | Time: 2630.46 ms
[2020-12-21 03:48:54 main:574] : INFO : Epoch 871 | loss: 0.0311627 | val_loss: 0.0311806 | Time: 2754.95 ms
[2020-12-21 03:48:57 main:574] : INFO : Epoch 872 | loss: 0.0311597 | val_loss: 0.0311846 | Time: 2736.72 ms
[2020-12-21 03:49:00 main:574] : INFO : Epoch 873 | loss: 0.0311614 | val_loss: 0.0311768 | Time: 2733.68 ms
[2020-12-21 03:49:02 main:574] : INFO : Epoch 874 | loss: 0.0311667 | val_loss: 0.0311818 | Time: 2782.97 ms
[2020-12-21 03:49:05 main:574] : INFO : Epoch 875 | loss: 0.0311609 | val_loss: 0.0311899 | Time: 2730.97 ms
[2020-12-21 03:49:08 main:574] : INFO : Epoch 876 | loss: 0.031163 | val_loss: 0.0311796 | Time: 2742.89 ms
[2020-12-21 03:49:11 main:574] : INFO : Epoch 877 | loss: 0.0311599 | val_loss: 0.031183 | Time: 2807.6 ms
[2020-12-21 03:49:14 main:574] : INFO : Epoch 878 | loss: 0.0311566 | val_loss: 0.0311781 | Time: 2788.67 ms
[2020-12-21 03:49:16 main:574] : INFO : Epoch 879 | loss: 0.0311599 | val_loss: 0.0311794 | Time: 2744.26 ms
[2020-12-21 03:49:19 main:574] : INFO : Epoch 880 | loss: 0.0311605 | val_loss: 0.0311774 | Time: 2808.47 ms
[2020-12-21 03:49:22 main:574] : INFO : Epoch 881 | loss: 0.0311798 | val_loss: 0.0312083 | Time: 2698.55 ms
[2020-12-21 03:49:25 main:574] : INFO : Epoch 882 | loss: 0.0311953 | val_loss: 0.0311821 | Time: 2864 ms
[2020-12-21 03:49:28 main:574] : INFO : Epoch 883 | loss: 0.0311811 | val_loss: 0.0311821 | Time: 2801.55 ms
[2020-12-21 03:49:30 main:574] : INFO : Epoch 884 | loss: 0.0311783 | val_loss: 0.0311865 | Time: 2860.06 ms
[2020-12-21 03:49:33 main:574] : INFO : Epoch 885 | loss: 0.0311762 | val_loss: 0.0311728 | Time: 2791.77 ms
[2020-12-21 03:49:36 main:574] : INFO : Epoch 886 | loss: 0.0311704 | val_loss: 0.031175 | Time: 2877.68 ms
[2020-12-21 03:49:39 main:574] : INFO : Epoch 887 | loss: 0.0311713 | val_loss: 0.0311847 | Time: 2828.28 ms
[2020-12-21 03:49:42 main:574] : INFO : Epoch 888 | loss: 0.0311746 | val_loss: 0.0311791 | Time: 2919.21 ms
[2020-12-21 03:49:45 main:574] : INFO : Epoch 889 | loss: 0.0311753 | val_loss: 0.0311831 | Time: 2810.98 ms
[2020-12-21 03:49:48 main:574] : INFO : Epoch 890 | loss: 0.0311751 | val_loss: 0.031173 | Time: 2818.46 ms
[2020-12-21 03:49:51 main:574] : INFO : Epoch 891 | loss: 0.0311689 | val_loss: 0.0311737 | Time: 2803.92 ms
[2020-12-21 03:49:53 main:574] : INFO : Epoch 892 | loss: 0.0311674 | val_loss: 0.0311714 | Time: 2816.37 ms
[2020-12-21 03:49:56 main:574] : INFO : Epoch 893 | loss: 0.031166 | val_loss: 0.0311714 | Time: 2729.86 ms
[2020-12-21 03:49:59 main:574] : INFO : Epoch 894 | loss: 0.0311664 | val_loss: 0.031173 | Time: 2783.51 ms
[2020-12-21 03:50:02 main:574] : INFO : Epoch 895 | loss: 0.0311648 | val_loss: 0.0311722 | Time: 2846.97 ms
[2020-12-21 03:50:05 main:574] : INFO : Epoch 896 | loss: 0.0311669 | val_loss: 0.0311747 | Time: 2798.59 ms
[2020-12-21 03:50:08 main:574] : INFO : Epoch 897 | loss: 0.031169 | val_loss: 0.0311853 | Time: 2769.37 ms
[2020-12-21 03:50:10 main:574] : INFO : Epoch 898 | loss: 0.0311663 | val_loss: 0.03117 | Time: 2816.29 ms
[2020-12-21 03:50:13 main:574] : INFO : Epoch 899 | loss: 0.0311666 | val_loss: 0.0311712 | Time: 2672.36 ms
[2020-12-21 03:50:16 main:574] : INFO : Epoch 900 | loss: 0.0311622 | val_loss: 0.0311693 | Time: 2670.9 ms
[2020-12-21 03:50:18 main:574] : INFO : Epoch 901 | loss: 0.0311629 | val_loss: 0.0311781 | Time: 2742.33 ms
[2020-12-21 03:50:21 main:574] : INFO : Epoch 902 | loss: 0.0311606 | val_loss: 0.0311698 | Time: 2718.09 ms
[2020-12-21 03:50:24 main:574] : INFO : Epoch 903 | loss: 0.0311606 | val_loss: 0.0311726 | Time: 2823.91 ms
[2020-12-21 03:50:27 main:574] : INFO : Epoch 904 | loss: 0.0311613 | val_loss: 0.0311729 | Time: 2792.63 ms
[2020-12-21 03:50:30 main:574] : INFO : Epoch 905 | loss: 0.031163 | val_loss: 0.0311713 | Time: 2581.24 ms
[2020-12-21 03:50:32 main:574] : INFO : Epoch 906 | loss: 0.0311592 | val_loss: 0.031171 | Time: 2826.39 ms
[2020-12-21 03:50:35 main:574] : INFO : Epoch 907 | loss: 0.0311615 | val_loss: 0.031186 | Time: 2697.91 ms
[2020-12-21 03:50:38 main:574] : INFO : Epoch 908 | loss: 0.0311696 | val_loss: 0.0311746 | Time: 2691.61 ms
[2020-12-21 03:50:41 main:574] : INFO : Epoch 909 | loss: 0.0311628 | val_loss: 0.0311701 | Time: 2705.53 ms
[2020-12-21 03:50:43 main:574] : INFO : Epoch 910 | loss: 0.0311589 | val_loss: 0.0311737 | Time: 2792.99 ms
[2020-12-21 03:50:46 main:574] : INFO : Epoch 911 | loss: 0.0311578 | val_loss: 0.0311708 | Time: 2836.3 ms
[2020-12-21 03:50:49 main:574] : INFO : Epoch 912 | loss: 0.0311613 | val_loss: 0.031174 | Time: 2755.72 ms
[2020-12-21 03:50:52 main:574] : INFO : Epoch 913 | loss: 0.031161 | val_loss: 0.0311739 | Time: 2534.2 ms
[2020-12-21 03:50:54 main:574] : INFO : Epoch 914 | loss: 0.0311604 | val_loss: 0.0311711 | Time: 2646.16 ms
[2020-12-21 03:50:57 main:574] : INFO : Epoch 915 | loss: 0.0311563 | val_loss: 0.0311736 | Time: 2637.89 ms
[2020-12-21 03:51:00 main:574] : INFO : Epoch 916 | loss: 0.0311587 | val_loss: 0.0311737 | Time: 2679.51 ms
[2020-12-21 03:51:02 main:574] : INFO : Epoch 917 | loss: 0.0311576 | val_loss: 0.0311699 | Time: 2725.3 ms
[2020-12-21 03:51:05 main:574] : INFO : Epoch 918 | loss: 0.031159 | val_loss: 0.0311723 | Time: 2662.67 ms
[2020-12-21 03:51:08 main:574] : INFO : Epoch 919 | loss: 0.0311611 | val_loss: 0.031171 | Time: 2701.19 ms
[2020-12-21 03:51:11 main:574] : INFO : Epoch 920 | loss: 0.031159 | val_loss: 0.0311783 | Time: 2822.73 ms
[2020-12-21 03:51:13 main:574] : INFO : Epoch 921 | loss: 0.0311609 | val_loss: 0.0311719 | Time: 2635.52 ms
[2020-12-21 03:51:16 main:574] : INFO : Epoch 922 | loss: 0.0311598 | val_loss: 0.031174 | Time: 2683.58 ms
[2020-12-21 03:51:19 main:574] : INFO : Epoch 923 | loss: 0.0311746 | val_loss: 0.0312003 | Time: 2676.77 ms
[2020-12-21 03:51:22 main:574] : INFO : Epoch 924 | loss: 0.0312072 | val_loss: 0.0312108 | Time: 2740.97 ms
[2020-12-21 03:51:24 main:574] : INFO : Epoch 925 | loss: 0.0312042 | val_loss: 0.0312075 | Time: 2669.29 ms
[2020-12-21 03:51:27 main:574] : INFO : Epoch 926 | loss: 0.0311977 | val_loss: 0.0311974 | Time: 2675.41 ms
[2020-12-21 03:51:30 main:574] : INFO : Epoch 927 | loss: 0.0311931 | val_loss: 0.0311923 | Time: 2749.76 ms
[2020-12-21 03:51:33 main:574] : INFO : Epoch 928 | loss: 0.0311913 | val_loss: 0.0311942 | Time: 2813.35 ms
[2020-12-21 03:51:35 main:574] : INFO : Epoch 929 | loss: 0.031187 | val_loss: 0.0311927 | Time: 2748.4 ms
[2020-12-21 03:51:38 main:574] : INFO : Epoch 930 | loss: 0.0311954 | val_loss: 0.0312004 | Time: 2834.09 ms
[2020-12-21 03:51:41 main:574] : INFO : Epoch 931 | loss: 0.0311976 | val_loss: 0.031196 | Time: 2625.6 ms
[2020-12-21 03:51:44 main:574] : INFO : Epoch 932 | loss: 0.0311948 | val_loss: 0.0311951 | Time: 2746.99 ms
[2020-12-21 03:51:46 main:574] : INFO : Epoch 933 | loss: 0.0311955 | val_loss: 0.0312024 | Time: 2618.71 ms
[2020-12-21 03:51:49 main:574] : INFO : Epoch 934 | loss: 0.0311942 | val_loss: 0.0311936 | Time: 2685.65 ms
[2020-12-21 03:51:52 main:574] : INFO : Epoch 935 | loss: 0.0311917 | val_loss: 0.0311951 | Time: 2674.91 ms
[2020-12-21 03:51:54 main:574] : INFO : Epoch 936 | loss: 0.0311916 | val_loss: 0.0311894 | Time: 2676.34 ms
[2020-12-21 03:51:57 main:574] : INFO : Epoch 937 | loss: 0.0311936 | val_loss: 0.0311925 | Time: 2674.16 ms
[2020-12-21 03:52:00 main:574] : INFO : Epoch 938 | loss: 0.0311923 | val_loss: 0.0311894 | Time: 2791.74 ms
[2020-12-21 03:52:03 main:574] : INFO : Epoch 939 | loss: 0.0311889 | val_loss: 0.0311904 | Time: 2748.47 ms
[2020-12-21 03:52:06 main:574] : INFO : Epoch 940 | loss: 0.0311886 | val_loss: 0.0311894 | Time: 2724 ms
[2020-12-21 03:52:08 main:574] : INFO : Epoch 941 | loss: 0.0311879 | val_loss: 0.0311976 | Time: 2745.76 ms
[2020-12-21 03:52:11 main:574] : INFO : Epoch 942 | loss: 0.0311875 | val_loss: 0.0311895 | Time: 2677.27 ms
[2020-12-21 03:52:14 main:574] : INFO : Epoch 943 | loss: 0.0311868 | val_loss: 0.0311917 | Time: 2688.23 ms
[2020-12-21 03:52:17 main:574] : INFO : Epoch 944 | loss: 0.0311901 | val_loss: 0.0311962 | Time: 2816.5 ms
[2020-12-21 03:52:19 main:574] : INFO : Epoch 945 | loss: 0.0311907 | val_loss: 0.0311897 | Time: 2765.61 ms
[2020-12-21 03:52:22 main:574] : INFO : Epoch 946 | loss: 0.0311896 | val_loss: 0.0311882 | Time: 2717.03 ms
[2020-12-21 03:52:25 main:574] : INFO : Epoch 947 | loss: 0.0311871 | val_loss: 0.0311914 | Time: 2557.64 ms
[2020-12-21 03:52:27 main:574] : INFO : Epoch 948 | loss: 0.0311868 | val_loss: 0.0311871 | Time: 2619.3 ms
[2020-12-21 03:52:30 main:574] : INFO : Epoch 949 | loss: 0.031189 | val_loss: 0.0311878 | Time: 2721.23 ms
[2020-12-21 03:52:33 main:574] : INFO : Epoch 950 | loss: 0.0311952 | val_loss: 0.0312068 | Time: 2819.74 ms
[2020-12-21 03:52:36 main:574] : INFO : Epoch 951 | loss: 0.031192 | val_loss: 0.0311863 | Time: 2575.71 ms
[2020-12-21 03:52:38 main:574] : INFO : Epoch 952 | loss: 0.0311913 | val_loss: 0.0311939 | Time: 2586.26 ms
[2020-12-21 03:52:41 main:574] : INFO : Epoch 953 | loss: 0.03119 | val_loss: 0.0311894 | Time: 2570.91 ms
[2020-12-21 03:52:44 main:574] : INFO : Epoch 954 | loss: 0.0311871 | val_loss: 0.0311865 | Time: 2728.54 ms
[2020-12-21 03:52:46 main:574] : INFO : Epoch 955 | loss: 0.0311837 | val_loss: 0.0311873 | Time: 2660.16 ms
[2020-12-21 03:52:49 main:574] : INFO : Epoch 956 | loss: 0.0311859 | val_loss: 0.0311938 | Time: 2660.03 ms
[2020-12-21 03:52:51 main:574] : INFO : Epoch 957 | loss: 0.0311852 | val_loss: 0.0311894 | Time: 2529.9 ms
[2020-12-21 03:52:54 main:574] : INFO : Epoch 958 | loss: 0.0311841 | val_loss: 0.0311868 | Time: 2620.85 ms
[2020-12-21 03:52:57 main:574] : INFO : Epoch 959 | loss: 0.0311852 | val_loss: 0.0311925 | Time: 2555.86 ms
[2020-12-21 03:52:59 main:574] : INFO : Epoch 960 | loss: 0.0311914 | val_loss: 0.0311964 | Time: 2568.38 ms
[2020-12-21 03:53:02 main:574] : INFO : Epoch 961 | loss: 0.0311895 | val_loss: 0.0311919 | Time: 2732.62 ms
[2020-12-21 03:53:05 main:574] : INFO : Epoch 962 | loss: 0.0311857 | val_loss: 0.0311887 | Time: 2699.55 ms
[2020-12-21 03:53:07 main:574] : INFO : Epoch 963 | loss: 0.0311851 | val_loss: 0.0311875 | Time: 2720.34 ms
[2020-12-21 03:53:10 main:574] : INFO : Epoch 964 | loss: 0.0311834 | val_loss: 0.0311892 | Time: 2655.44 ms
[2020-12-21 03:53:13 main:574] : INFO : Epoch 965 | loss: 0.031185 | val_loss: 0.0311861 | Time: 2571.09 ms
[2020-12-21 03:53:15 main:574] : INFO : Epoch 966 | loss: 0.031183 | val_loss: 0.031188 | Time: 2585.95 ms
[2020-12-21 03:53:18 main:574] : INFO : Epoch 967 | loss: 0.0311817 | val_loss: 0.031186 | Time: 2682.97 ms
[2020-12-21 03:53:21 main:574] : INFO : Epoch 968 | loss: 0.0311852 | val_loss: 0.0311845 | Time: 2645.23 ms
[2020-12-21 03:53:24 main:574] : INFO : Epoch 969 | loss: 0.0311857 | val_loss: 0.031185 | Time: 2616.44 ms
[2020-12-21 03:53:26 main:574] : INFO : Epoch 970 | loss: 0.0311812 | val_loss: 0.0311845 | Time: 2606.36 ms
[2020-12-21 03:53:29 main:574] : INFO : Epoch 971 | loss: 0.0311809 | val_loss: 0.031185 | Time: 2616.26 ms
[2020-12-21 03:53:31 main:574] : INFO : Epoch 972 | loss: 0.0311828 | val_loss: 0.0311856 | Time: 2579.38 ms
[2020-12-21 03:53:34 main:574] : INFO : Epoch 973 | loss: 0.0311821 | val_loss: 0.0311836 | Time: 2698.55 ms
[2020-12-21 03:53:37 main:574] : INFO : Epoch 974 | loss: 0.0311835 | val_loss: 0.0311892 | Time: 2581.13 ms
[2020-12-21 03:53:39 main:574] : INFO : Epoch 975 | loss: 0.031182 | val_loss: 0.0311879 | Time: 2548.02 ms
[2020-12-21 03:53:42 main:574] : INFO : Epoch 976 | loss: 0.03118 | val_loss: 0.0311848 | Time: 2578.09 ms
[2020-12-21 03:53:45 main:574] : INFO : Epoch 977 | loss: 0.031181 | val_loss: 0.031184 | Time: 2683.24 ms
[2020-12-21 03:53:47 main:574] : INFO : Epoch 978 | loss: 0.0311799 | val_loss: 0.0311827 | Time: 2660.7 ms
[2020-12-21 03:53:50 main:574] : INFO : Epoch 979 | loss: 0.0311804 | val_loss: 0.0311855 | Time: 2658.01 ms
[2020-12-21 03:53:53 main:574] : INFO : Epoch 980 | loss: 0.0311815 | val_loss: 0.0311836 | Time: 2704.22 ms
[2020-12-21 03:53:56 main:574] : INFO : Epoch 981 | loss: 0.03118 | val_loss: 0.031184 | Time: 2705.52 ms
[2020-12-21 03:53:58 main:574] : INFO : Epoch 982 | loss: 0.0311919 | val_loss: 0.0311927 | Time: 2586.3 ms
[2020-12-21 03:54:01 main:574] : INFO : Epoch 983 | loss: 0.0311869 | val_loss: 0.0311921 | Time: 2706.38 ms
[2020-12-21 03:54:03 main:574] : INFO : Epoch 984 | loss: 0.0311804 | val_loss: 0.0311823 | Time: 2550.61 ms
[2020-12-21 03:54:06 main:574] : INFO : Epoch 985 | loss: 0.0311791 | val_loss: 0.0311863 | Time: 2654.97 ms
[2020-12-21 03:54:09 main:574] : INFO : Epoch 986 | loss: 0.0311786 | val_loss: 0.031192 | Time: 2672.64 ms
[2020-12-21 03:54:11 main:574] : INFO : Epoch 987 | loss: 0.0311917 | val_loss: 0.031194 | Time: 2651.5 ms
[2020-12-21 03:54:14 main:574] : INFO : Epoch 988 | loss: 0.031182 | val_loss: 0.0311858 | Time: 2637.02 ms
[2020-12-21 03:54:17 main:574] : INFO : Epoch 989 | loss: 0.0311819 | val_loss: 0.0311868 | Time: 2757.33 ms
[2020-12-21 03:54:20 main:574] : INFO : Epoch 990 | loss: 0.0311784 | val_loss: 0.031184 | Time: 2642.19 ms
[2020-12-21 03:54:22 main:574] : INFO : Epoch 991 | loss: 0.0311791 | val_loss: 0.0311812 | Time: 2584.51 ms
[2020-12-21 03:54:25 main:574] : INFO : Epoch 992 | loss: 0.0311768 | val_loss: 0.0311804 | Time: 2635.92 ms
[2020-12-21 03:54:28 main:574] : INFO : Epoch 993 | loss: 0.031177 | val_loss: 0.031181 | Time: 2731.11 ms
[2020-12-21 03:54:31 main:574] : INFO : Epoch 994 | loss: 0.0311822 | val_loss: 0.0311867 | Time: 2813.31 ms
[2020-12-21 03:54:33 main:574] : INFO : Epoch 995 | loss: 0.0311785 | val_loss: 0.0311812 | Time: 2664.09 ms
[2020-12-21 03:54:36 main:574] : INFO : Epoch 996 | loss: 0.0311773 | val_loss: 0.0311847 | Time: 2700.18 ms
[2020-12-21 03:54:39 main:574] : INFO : Epoch 997 | loss: 0.0311803 | val_loss: 0.0311807 | Time: 2632.63 ms
[2020-12-21 03:54:41 main:574] : INFO : Epoch 998 | loss: 0.0311769 | val_loss: 0.0311803 | Time: 2700.78 ms
[2020-12-21 03:54:44 main:574] : INFO : Epoch 999 | loss: 0.031176 | val_loss: 0.0311814 | Time: 2731.71 ms
[2020-12-21 03:54:47 main:574] : INFO : Epoch 1000 | loss: 0.0311757 | val_loss: 0.0311802 | Time: 2629.19 ms
[2020-12-21 03:54:50 main:574] : INFO : Epoch 1001 | loss: 0.0311804 | val_loss: 0.0311829 | Time: 2709.48 ms
[2020-12-21 03:54:52 main:574] : INFO : Epoch 1002 | loss: 0.0311776 | val_loss: 0.0311832 | Time: 2622.55 ms
[2020-12-21 03:54:55 main:574] : INFO : Epoch 1003 | loss: 0.0311786 | val_loss: 0.0311883 | Time: 2718.4 ms
[2020-12-21 03:54:58 main:574] : INFO : Epoch 1004 | loss: 0.0311813 | val_loss: 0.0311912 | Time: 2797.2 ms
[2020-12-21 03:55:00 main:574] : INFO : Epoch 1005 | loss: 0.0311789 | val_loss: 0.0311811 | Time: 2605.61 ms
[2020-12-21 03:55:03 main:574] : INFO : Epoch 1006 | loss: 0.0311776 | val_loss: 0.0311948 | Time: 2759.96 ms
[2020-12-21 03:55:06 main:574] : INFO : Epoch 1007 | loss: 0.0311808 | val_loss: 0.0311828 | Time: 2733.36 ms
[2020-12-21 03:55:09 main:574] : INFO : Epoch 1008 | loss: 0.0311739 | val_loss: 0.0311823 | Time: 2711.42 ms
[2020-12-21 03:55:11 main:574] : INFO : Epoch 1009 | loss: 0.031177 | val_loss: 0.0311829 | Time: 2624.97 ms
[2020-12-21 03:55:14 main:574] : INFO : Epoch 1010 | loss: 0.0311755 | val_loss: 0.0311811 | Time: 2779.5 ms
[2020-12-21 03:55:17 main:574] : INFO : Epoch 1011 | loss: 0.0311742 | val_loss: 0.0311803 | Time: 2684.74 ms
[2020-12-21 03:55:20 main:574] : INFO : Epoch 1012 | loss: 0.0311741 | val_loss: 0.0311919 | Time: 2672.77 ms
[2020-12-21 03:55:22 main:574] : INFO : Epoch 1013 | loss: 0.0311787 | val_loss: 0.031181 | Time: 2653.61 ms
[2020-12-21 03:55:25 main:574] : INFO : Epoch 1014 | loss: 0.0311779 | val_loss: 0.0311841 | Time: 2697.91 ms
[2020-12-21 03:55:28 main:574] : INFO : Epoch 1015 | loss: 0.0311775 | val_loss: 0.031184 | Time: 2748.02 ms
[2020-12-21 03:55:31 main:574] : INFO : Epoch 1016 | loss: 0.0311764 | val_loss: 0.0311818 | Time: 2840.47 ms
[2020-12-21 03:55:34 main:574] : INFO : Epoch 1017 | loss: 0.0311731 | val_loss: 0.0311799 | Time: 2885.22 ms
[2020-12-21 03:55:36 main:574] : INFO : Epoch 1018 | loss: 0.0311744 | val_loss: 0.0311913 | Time: 2741.77 ms
[2020-12-21 03:55:39 main:574] : INFO : Epoch 1019 | loss: 0.031177 | val_loss: 0.0311837 | Time: 2733.08 ms
[2020-12-21 03:55:42 main:574] : INFO : Epoch 1020 | loss: 0.0311779 | val_loss: 0.0311978 | Time: 2760.49 ms
[2020-12-21 03:55:45 main:574] : INFO : Epoch 1021 | loss: 0.0311792 | val_loss: 0.0311856 | Time: 2709.9 ms
[2020-12-21 03:55:47 main:574] : INFO : Epoch 1022 | loss: 0.0311771 | val_loss: 0.0311865 | Time: 2620.8 ms
[2020-12-21 03:55:50 main:574] : INFO : Epoch 1023 | loss: 0.0311824 | val_loss: 0.0311918 | Time: 2728.94 ms
[2020-12-21 03:55:53 main:574] : INFO : Epoch 1024 | loss: 0.0311765 | val_loss: 0.0311811 | Time: 2681.1 ms
[2020-12-21 03:55:53 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311811
[2020-12-21 03:55:53 main:603] : INFO : Saving end state to config to file
[2020-12-21 03:55:53 main:608] : INFO : Success, exiting..
03:55:53 (7164): 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)