Task 3055242
| Name | EightBitModified-1605455848-8934-0_1 |
| Workunit | 1337584 |
| Created | 25 Nov 2020, 2:35:10 UTC |
| Sent | 25 Nov 2020, 2:55:16 UTC |
| Report deadline | 3 Dec 2020, 2:55:16 UTC |
| Received | 25 Nov 2020, 7:25:28 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4379 |
| Run time | 40 min 3 sec |
| CPU time | 38 min 47 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,493.80 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.47 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 524 | loss: 0.000171495 | val_loss: 0.000209243 | Time: 2332.41 ms
[2020-11-25 02:05:42 main:581] : INFO : Epoch 525 | loss: 0.000189356 | val_loss: 0.000182451 | Time: 2243.03 ms
[2020-11-25 02:05:44 main:581] : INFO : Epoch 526 | loss: 0.00015134 | val_loss: 0.000164123 | Time: 2328.12 ms
[2020-11-25 02:05:46 main:581] : INFO : Epoch 527 | loss: 0.000145675 | val_loss: 0.000160405 | Time: 2324.35 ms
[2020-11-25 02:05:49 main:581] : INFO : Epoch 528 | loss: 0.000232378 | val_loss: 0.000181689 | Time: 2387.23 ms
[2020-11-25 02:05:51 main:581] : INFO : Epoch 529 | loss: 0.000178514 | val_loss: 0.000258358 | Time: 2345.5 ms
[2020-11-25 02:05:53 main:581] : INFO : Epoch 530 | loss: 0.000290695 | val_loss: 0.000205223 | Time: 2339.57 ms
[2020-11-25 02:05:56 main:581] : INFO : Epoch 531 | loss: 0.000168972 | val_loss: 0.000170399 | Time: 2430.08 ms
[2020-11-25 02:05:58 main:581] : INFO : Epoch 532 | loss: 0.000151412 | val_loss: 0.000165256 | Time: 2458.18 ms
[2020-11-25 02:06:01 main:581] : INFO : Epoch 533 | loss: 0.000195445 | val_loss: 0.000256924 | Time: 2534.03 ms
[2020-11-25 02:06:03 main:581] : INFO : Epoch 534 | loss: 0.000306482 | val_loss: 0.000221285 | Time: 2414.48 ms
[2020-11-25 02:06:06 main:581] : INFO : Epoch 535 | loss: 0.000201642 | val_loss: 0.000182173 | Time: 2492.38 ms
[2020-11-25 02:06:08 main:581] : INFO : Epoch 536 | loss: 0.000250256 | val_loss: 0.000182652 | Time: 2469.4 ms
[2020-11-25 02:06:10 main:581] : INFO : Epoch 537 | loss: 0.00015698 | val_loss: 0.000162971 | Time: 2358.68 ms
[2020-11-25 02:06:13 main:581] : INFO : Epoch 538 | loss: 0.000188231 | val_loss: 0.000243505 | Time: 2645.48 ms
[2020-11-25 02:06:16 main:581] : INFO : Epoch 539 | loss: 0.000224885 | val_loss: 0.000169975 | Time: 2412.68 ms
[2020-11-25 02:06:18 main:581] : INFO : Epoch 540 | loss: 0.000149328 | val_loss: 0.00016711 | Time: 2386.92 ms
[2020-11-25 02:06:20 main:581] : INFO : Epoch 541 | loss: 0.000237929 | val_loss: 0.000205882 | Time: 2249.47 ms
[2020-11-25 02:06:22 main:581] : INFO : Epoch 542 | loss: 0.000175003 | val_loss: 0.000167432 | Time: 2319.64 ms
[2020-11-25 02:06:25 main:581] : INFO : Epoch 543 | loss: 0.000151202 | val_loss: 0.000207201 | Time: 2317.89 ms
[2020-11-25 02:06:27 main:581] : INFO : Epoch 544 | loss: 0.000297078 | val_loss: 0.00026277 | Time: 2244.7 ms
[2020-11-25 02:06:29 main:581] : INFO : Epoch 545 | loss: 0.000195116 | val_loss: 0.000167464 | Time: 2316.49 ms
[2020-11-25 02:06:32 main:581] : INFO : Epoch 546 | loss: 0.000152999 | val_loss: 0.000219932 | Time: 2326.68 ms
[2020-11-25 02:06:34 main:581] : INFO : Epoch 547 | loss: 0.00029839 | val_loss: 0.00021474 | Time: 2340.5 ms
[2020-11-25 02:06:36 main:581] : INFO : Epoch 548 | loss: 0.000166459 | val_loss: 0.000157503 | Time: 2327.03 ms
[2020-11-25 02:06:39 main:581] : INFO : Epoch 549 | loss: 0.000144965 | val_loss: 0.000204265 | Time: 2282.46 ms
[2020-11-25 02:06:41 main:581] : INFO : Epoch 550 | loss: 0.000262127 | val_loss: 0.000181769 | Time: 2263.09 ms
[2020-11-25 02:06:43 main:581] : INFO : Epoch 551 | loss: 0.000156709 | val_loss: 0.000154435 | Time: 2306.47 ms
[2020-11-25 02:06:46 main:581] : INFO : Epoch 552 | loss: 0.000154441 | val_loss: 0.000290943 | Time: 2332.56 ms
[2020-11-25 02:06:48 main:581] : INFO : Epoch 553 | loss: 0.00033633 | val_loss: 0.000338131 | Time: 2322.69 ms
[2020-11-25 02:06:50 main:581] : INFO : Epoch 554 | loss: 0.000226458 | val_loss: 0.000187833 | Time: 2418.16 ms
[2020-11-25 02:06:53 main:581] : INFO : Epoch 555 | loss: 0.000151943 | val_loss: 0.000155241 | Time: 2304.58 ms
[2020-11-25 02:06:55 main:581] : INFO : Epoch 556 | loss: 0.000134935 | val_loss: 0.000147786 | Time: 2368.84 ms
[2020-11-25 02:06:57 main:581] : INFO : Epoch 557 | loss: 0.000197124 | val_loss: 0.000257716 | Time: 2295.95 ms
[2020-11-25 02:07:00 main:581] : INFO : Epoch 558 | loss: 0.000263836 | val_loss: 0.00021637 | Time: 2347.85 ms
[2020-11-25 02:07:02 main:581] : INFO : Epoch 559 | loss: 0.000163363 | val_loss: 0.000164246 | Time: 2371.4 ms
[2020-11-25 02:07:04 main:581] : INFO : Epoch 560 | loss: 0.000140892 | val_loss: 0.000177568 | Time: 2328.56 ms
[2020-11-25 02:07:07 main:581] : INFO : Epoch 561 | loss: 0.00027292 | val_loss: 0.000188621 | Time: 2327.52 ms
[2020-11-25 02:07:09 main:581] : INFO : Epoch 562 | loss: 0.000244236 | val_loss: 0.00053599 | Time: 2377.11 ms
[2020-11-25 02:07:11 main:581] : INFO : Epoch 563 | loss: 0.000592996 | val_loss: 0.00184685 | Time: 2357.33 ms
[2020-11-25 02:07:14 main:581] : INFO : Epoch 564 | loss: 0.0747864 | val_loss: 0.0795236 | Time: 2327.55 ms
[2020-11-25 02:07:16 main:581] : INFO : Epoch 565 | loss: 0.0521385 | val_loss: 0.0330951 | Time: 2380.25 ms
[2020-11-25 02:07:18 main:581] : INFO : Epoch 566 | loss: 0.0266147 | val_loss: 0.0213681 | Time: 2331.95 ms
[2020-11-25 02:07:21 main:581] : INFO : Epoch 567 | loss: 0.0183672 | val_loss: 0.0158326 | Time: 2345.09 ms
[2020-11-25 02:07:23 main:581] : INFO : Epoch 568 | loss: 0.013966 | val_loss: 0.0124293 | Time: 2339.29 ms
[2020-11-25 02:07:25 main:581] : INFO : Epoch 569 | loss: 0.0112685 | val_loss: 0.0103993 | Time: 2367.09 ms
[2020-11-25 02:07:28 main:581] : INFO : Epoch 570 | loss: 0.00966246 | val_loss: 0.00906789 | Time: 2440.61 ms
[2020-11-25 02:07:30 main:581] : INFO : Epoch 571 | loss: 0.00881031 | val_loss: 0.00843937 | Time: 2408.95 ms
[2020-11-25 02:07:33 main:581] : INFO : Epoch 572 | loss: 0.00781838 | val_loss: 0.00741634 | Time: 2337.28 ms
[2020-11-25 02:07:35 main:581] : INFO : Epoch 573 | loss: 0.00728737 | val_loss: 0.00711634 | Time: 2323.21 ms
[2020-11-25 02:07:37 main:581] : INFO : Epoch 574 | loss: 0.00655303 | val_loss: 0.0064883 | Time: 2363.52 ms
[2020-11-25 02:07:40 main:581] : INFO : Epoch 575 | loss: 0.0065329 | val_loss: 0.00576232 | Time: 2382.86 ms
[2020-11-25 02:07:42 main:581] : INFO : Epoch 576 | loss: 0.00558072 | val_loss: 0.00580562 | Time: 2282.63 ms
[2020-11-25 02:07:44 main:581] : INFO : Epoch 577 | loss: 0.00572736 | val_loss: 0.00517618 | Time: 2370.48 ms
[2020-11-25 02:07:47 main:581] : INFO : Epoch 578 | loss: 0.00478601 | val_loss: 0.00474082 | Time: 2284.9 ms
[2020-11-25 02:07:49 main:581] : INFO : Epoch 579 | loss: 0.00501245 | val_loss: 0.00455044 | Time: 2342.7 ms
[2020-11-25 02:07:51 main:581] : INFO : Epoch 580 | loss: 0.00429223 | val_loss: 0.00409037 | Time: 2357.48 ms
[2020-11-25 02:07:54 main:581] : INFO : Epoch 581 | loss: 0.0045628 | val_loss: 0.00587835 | Time: 2317.86 ms
[2020-11-25 02:07:56 main:581] : INFO : Epoch 582 | loss: 0.00488272 | val_loss: 0.00422996 | Time: 2316.72 ms
[2020-11-25 02:07:58 main:581] : INFO : Epoch 583 | loss: 0.00386822 | val_loss: 0.00368223 | Time: 2341.98 ms
[2020-11-25 02:08:01 main:581] : INFO : Epoch 584 | loss: 0.00362845 | val_loss: 0.00575314 | Time: 2333.1 ms
[2020-11-25 02:08:03 main:581] : INFO : Epoch 585 | loss: 0.00483102 | val_loss: 0.00379864 | Time: 2400.54 ms
[2020-11-25 02:08:05 main:581] : INFO : Epoch 586 | loss: 0.00356742 | val_loss: 0.00339545 | Time: 2373.35 ms
[2020-11-25 02:08:08 main:581] : INFO : Epoch 587 | loss: 0.00323677 | val_loss: 0.0032887 | Time: 2324.59 ms
[2020-11-25 02:08:10 main:581] : INFO : Epoch 588 | loss: 0.00443355 | val_loss: 0.00380066 | Time: 2343.94 ms
[2020-11-25 02:08:12 main:581] : INFO : Epoch 589 | loss: 0.00334753 | val_loss: 0.00312758 | Time: 2295.24 ms
[2020-11-25 02:08:15 main:581] : INFO : Epoch 590 | loss: 0.00298127 | val_loss: 0.00370679 | Time: 2307.1 ms
[2020-11-25 02:08:17 main:581] : INFO : Epoch 591 | loss: 0.00415647 | val_loss: 0.00330056 | Time: 2320.69 ms
[2020-11-25 02:08:19 main:581] : INFO : Epoch 592 | loss: 0.00299818 | val_loss: 0.0028106 | Time: 2336.35 ms
[2020-11-25 02:08:22 main:581] : INFO : Epoch 593 | loss: 0.00267348 | val_loss: 0.00259918 | Time: 2294.58 ms
[2020-11-25 02:08:24 main:581] : INFO : Epoch 594 | loss: 0.00250962 | val_loss: 0.00259943 | Time: 2310.58 ms
[2020-11-25 02:08:26 main:581] : INFO : Epoch 595 | loss: 0.00453506 | val_loss: 0.00359735 | Time: 2340.02 ms
[2020-11-25 02:08:29 main:581] : INFO : Epoch 596 | loss: 0.00309881 | val_loss: 0.00284586 | Time: 2334.15 ms
[2020-11-25 02:08:31 main:581] : INFO : Epoch 597 | loss: 0.00261588 | val_loss: 0.00251172 | Time: 2341.92 ms
[2020-11-25 02:08:33 main:581] : INFO : Epoch 598 | loss: 0.00238532 | val_loss: 0.00233781 | Time: 2458.88 ms
[2020-11-25 02:08:36 main:581] : INFO : Epoch 599 | loss: 0.00226151 | val_loss: 0.00224659 | Time: 2358.6 ms
[2020-11-25 02:08:38 main:581] : INFO : Epoch 600 | loss: 0.00224752 | val_loss: 0.00314762 | Time: 2368.44 ms
[2020-11-25 02:08:41 main:581] : INFO : Epoch 601 | loss: 0.00394241 | val_loss: 0.0030777 | Time: 2559.22 ms
[2020-11-25 02:08:43 main:581] : INFO : Epoch 602 | loss: 0.00258539 | val_loss: 0.00240784 | Time: 2423.65 ms
[2020-11-25 02:08:45 main:581] : INFO : Epoch 603 | loss: 0.00223139 | val_loss: 0.00218089 | Time: 2309.39 ms
[2020-11-25 02:08:48 main:581] : INFO : Epoch 604 | loss: 0.00210396 | val_loss: 0.00209258 | Time: 2330.7 ms
[2020-11-25 02:08:50 main:581] : INFO : Epoch 605 | loss: 0.00205554 | val_loss: 0.0021633 | Time: 2307.95 ms
[2020-11-25 02:08:52 main:581] : INFO : Epoch 606 | loss: 0.0026218 | val_loss: 0.00233081 | Time: 2363.54 ms
[2020-11-25 02:08:55 main:581] : INFO : Epoch 607 | loss: 0.00212374 | val_loss: 0.00204693 | Time: 2391.75 ms
[2020-11-25 02:08:57 main:581] : INFO : Epoch 608 | loss: 0.00199335 | val_loss: 0.00198832 | Time: 2399.32 ms
[2020-11-25 02:09:00 main:581] : INFO : Epoch 609 | loss: 0.00231919 | val_loss: 0.00280192 | Time: 2398.87 ms
[2020-11-25 02:09:02 main:581] : INFO : Epoch 610 | loss: 0.0022132 | val_loss: 0.0021053 | Time: 2378.2 ms
[2020-11-25 02:09:04 main:581] : INFO : Epoch 611 | loss: 0.00196519 | val_loss: 0.00195473 | Time: 2306.67 ms
[2020-11-25 02:09:07 main:581] : INFO : Epoch 612 | loss: 0.00233255 | val_loss: 0.00260431 | Time: 2367.94 ms
[2020-11-25 02:09:09 main:581] : INFO : Epoch 613 | loss: 0.00209801 | val_loss: 0.00197451 | Time: 2397.58 ms
[2020-11-25 02:09:11 main:581] : INFO : Epoch 614 | loss: 0.00188478 | val_loss: 0.00184141 | Time: 2292.76 ms
[2020-11-25 02:09:14 main:581] : INFO : Epoch 615 | loss: 0.00180183 | val_loss: 0.00183258 | Time: 2317.36 ms
[2020-11-25 02:09:16 main:581] : INFO : Epoch 616 | loss: 0.00274355 | val_loss: 0.00241804 | Time: 2444.66 ms
[2020-11-25 02:09:19 main:581] : INFO : Epoch 617 | loss: 0.00205697 | val_loss: 0.0019062 | Time: 2392.35 ms
[2020-11-25 02:09:21 main:581] : INFO : Epoch 618 | loss: 0.00177244 | val_loss: 0.00172043 | Time: 2328.08 ms
[2020-11-25 02:09:23 main:581] : INFO : Epoch 619 | loss: 0.00170471 | val_loss: 0.00195658 | Time: 2460.45 ms
[2020-11-25 02:09:26 main:581] : INFO : Epoch 620 | loss: 0.0018784 | val_loss: 0.00173061 | Time: 2342.77 ms
[2020-11-25 02:09:28 main:581] : INFO : Epoch 621 | loss: 0.00166122 | val_loss: 0.00167806 | Time: 2324.68 ms
[2020-11-25 02:09:30 main:581] : INFO : Epoch 622 | loss: 0.00181096 | val_loss: 0.00171712 | Time: 2391.32 ms
[2020-11-25 02:09:33 main:581] : INFO : Epoch 623 | loss: 0.00163032 | val_loss: 0.00160616 | Time: 2321.49 ms
[2020-11-25 02:09:35 main:581] : INFO : Epoch 624 | loss: 0.00186658 | val_loss: 0.00218114 | Time: 2360.11 ms
[2020-11-25 02:09:37 main:581] : INFO : Epoch 625 | loss: 0.0017574 | val_loss: 0.00166764 | Time: 2275.73 ms
[2020-11-25 02:09:40 main:581] : INFO : Epoch 626 | loss: 0.00219648 | val_loss: 0.00170583 | Time: 2279.66 ms
[2020-11-25 02:09:42 main:581] : INFO : Epoch 627 | loss: 0.00175808 | val_loss: 0.00167208 | Time: 2293.9 ms
[2020-11-25 02:09:44 main:581] : INFO : Epoch 628 | loss: 0.00157363 | val_loss: 0.0015624 | Time: 2408.99 ms
[2020-11-25 02:09:47 main:581] : INFO : Epoch 629 | loss: 0.00151398 | val_loss: 0.00151886 | Time: 2421 ms
[2020-11-25 02:09:49 main:581] : INFO : Epoch 630 | loss: 0.001523 | val_loss: 0.00174235 | Time: 2311.53 ms
[2020-11-25 02:09:51 main:581] : INFO : Epoch 631 | loss: 0.00197597 | val_loss: 0.00172986 | Time: 2313.72 ms
[2020-11-25 02:09:54 main:581] : INFO : Epoch 632 | loss: 0.00158637 | val_loss: 0.00152136 | Time: 2337.38 ms
[2020-11-25 02:09:56 main:581] : INFO : Epoch 633 | loss: 0.00148616 | val_loss: 0.00147968 | Time: 2527.71 ms
[2020-11-25 02:09:59 main:581] : INFO : Epoch 634 | loss: 0.00151086 | val_loss: 0.00222591 | Time: 2329.49 ms
[2020-11-25 02:10:01 main:581] : INFO : Epoch 635 | loss: 0.00254534 | val_loss: 0.00195855 | Time: 2452.76 ms
[2020-11-25 02:10:03 main:581] : INFO : Epoch 636 | loss: 0.00168884 | val_loss: 0.00159892 | Time: 2383.98 ms
[2020-11-25 02:10:06 main:581] : INFO : Epoch 637 | loss: 0.00150471 | val_loss: 0.00148212 | Time: 2334.39 ms
[2020-11-25 02:10:08 main:581] : INFO : Epoch 638 | loss: 0.00144312 | val_loss: 0.00144887 | Time: 2352.16 ms
[2020-11-25 02:10:11 main:581] : INFO : Epoch 639 | loss: 0.00160092 | val_loss: 0.00210043 | Time: 2444.54 ms
[2020-11-25 02:10:13 main:581] : INFO : Epoch 640 | loss: 0.00195913 | val_loss: 0.00207379 | Time: 2411.55 ms
[2020-11-25 02:10:15 main:581] : INFO : Epoch 641 | loss: 0.00165146 | val_loss: 0.00153627 | Time: 2310.67 ms
[2020-11-25 02:10:18 main:581] : INFO : Epoch 642 | loss: 0.00145932 | val_loss: 0.0014445 | Time: 2453.81 ms
[2020-11-25 02:10:20 main:581] : INFO : Epoch 643 | loss: 0.00140771 | val_loss: 0.00141588 | Time: 2289.03 ms
[2020-11-25 02:10:22 main:581] : INFO : Epoch 644 | loss: 0.00138623 | val_loss: 0.00140111 | Time: 2418.28 ms
[2020-11-25 02:10:25 main:581] : INFO : Epoch 645 | loss: 0.00141896 | val_loss: 0.00202486 | Time: 2409.57 ms
[2020-11-25 02:10:27 main:581] : INFO : Epoch 646 | loss: 0.00215754 | val_loss: 0.00161226 | Time: 2389.91 ms
[2020-11-25 02:10:30 main:581] : INFO : Epoch 647 | loss: 0.00150312 | val_loss: 0.00145816 | Time: 2345.17 ms
[2020-11-25 02:10:32 main:581] : INFO : Epoch 648 | loss: 0.00139992 | val_loss: 0.00140187 | Time: 2352.96 ms
[2020-11-25 02:10:34 main:581] : INFO : Epoch 649 | loss: 0.00136532 | val_loss: 0.00139328 | Time: 2334.65 ms
[2020-11-25 02:10:37 main:581] : INFO : Epoch 650 | loss: 0.00155404 | val_loss: 0.00162094 | Time: 2339.57 ms
[2020-11-25 02:10:39 main:581] : INFO : Epoch 651 | loss: 0.00142283 | val_loss: 0.00140149 | Time: 2360.6 ms
[2020-11-25 02:10:41 main:581] : INFO : Epoch 652 | loss: 0.00142504 | val_loss: 0.00224 | Time: 2319.32 ms
[2020-11-25 02:10:44 main:581] : INFO : Epoch 653 | loss: 0.00182107 | val_loss: 0.00149703 | Time: 2364.16 ms
[2020-11-25 02:10:46 main:581] : INFO : Epoch 654 | loss: 0.00140703 | val_loss: 0.00136963 | Time: 2328.71 ms
[2020-11-25 02:10:48 main:581] : INFO : Epoch 655 | loss: 0.00134053 | val_loss: 0.00136098 | Time: 2340.82 ms
[2020-11-25 02:10:51 main:581] : INFO : Epoch 656 | loss: 0.0014251 | val_loss: 0.00175931 | Time: 2209.81 ms
[2020-11-25 02:10:53 main:581] : INFO : Epoch 657 | loss: 0.00144058 | val_loss: 0.00134352 | Time: 2294.11 ms
[2020-11-25 02:10:55 main:581] : INFO : Epoch 658 | loss: 0.00134088 | val_loss: 0.00138311 | Time: 2322 ms
[2020-11-25 02:10:57 main:581] : INFO : Epoch 659 | loss: 0.0018535 | val_loss: 0.00159746 | Time: 2276.67 ms
[2020-11-25 02:11:00 main:581] : INFO : Epoch 660 | loss: 0.0014402 | val_loss: 0.00138658 | Time: 2280.79 ms
[2020-11-25 02:11:02 main:581] : INFO : Epoch 661 | loss: 0.00132244 | val_loss: 0.00131606 | Time: 2232.19 ms
[2020-11-25 02:11:04 main:581] : INFO : Epoch 662 | loss: 0.00128913 | val_loss: 0.00132659 | Time: 2343.97 ms
[2020-11-25 02:11:07 main:581] : INFO : Epoch 663 | loss: 0.0015919 | val_loss: 0.00137347 | Time: 2317.67 ms
[2020-11-25 02:11:09 main:581] : INFO : Epoch 664 | loss: 0.00135315 | val_loss: 0.00133272 | Time: 2483.03 ms
[2020-11-25 02:11:11 main:581] : INFO : Epoch 665 | loss: 0.00130455 | val_loss: 0.00130512 | Time: 2363.18 ms
[2020-11-25 02:11:14 main:581] : INFO : Epoch 666 | loss: 0.00184066 | val_loss: 0.00167592 | Time: 2299.09 ms
[2020-11-25 02:11:16 main:581] : INFO : Epoch 667 | loss: 0.00145893 | val_loss: 0.00135565 | Time: 2318.1 ms
[2020-11-25 02:11:18 main:581] : INFO : Epoch 668 | loss: 0.00128114 | val_loss: 0.00126285 | Time: 2298.86 ms
[2020-11-25 02:11:21 main:581] : INFO : Epoch 669 | loss: 0.00122565 | val_loss: 0.00123399 | Time: 2343.39 ms
[2020-11-25 02:11:23 main:581] : INFO : Epoch 670 | loss: 0.00121578 | val_loss: 0.0013063 | Time: 2264.66 ms
[2020-11-25 02:11:25 main:581] : INFO : Epoch 671 | loss: 0.00157636 | val_loss: 0.00147347 | Time: 2172.28 ms
[2020-11-25 02:11:27 main:581] : INFO : Epoch 672 | loss: 0.00126534 | val_loss: 0.00123874 | Time: 2251.06 ms
[2020-11-25 02:11:30 main:581] : INFO : Epoch 673 | loss: 0.00122349 | val_loss: 0.00159022 | Time: 2214.21 ms
[2020-11-25 02:11:32 main:581] : INFO : Epoch 674 | loss: 0.00141207 | val_loss: 0.00115254 | Time: 2278.33 ms
[2020-11-25 02:11:34 main:581] : INFO : Epoch 675 | loss: 0.00105383 | val_loss: 0.00102592 | Time: 2313.45 ms
[2020-11-25 02:11:36 main:581] : INFO : Epoch 676 | loss: 0.000989721 | val_loss: 0.00100651 | Time: 2232.3 ms
[2020-11-25 02:11:39 main:581] : INFO : Epoch 677 | loss: 0.00128429 | val_loss: 0.00161631 | Time: 2349.43 ms
[2020-11-25 02:11:41 main:581] : INFO : Epoch 678 | loss: 0.0011582 | val_loss: 0.0010651 | Time: 2253.21 ms
[2020-11-25 02:11:43 main:581] : INFO : Epoch 679 | loss: 0.000980452 | val_loss: 0.000973042 | Time: 2302.14 ms
[2020-11-25 02:11:46 main:581] : INFO : Epoch 680 | loss: 0.00107006 | val_loss: 0.00217539 | Time: 2330.36 ms
[2020-11-25 02:11:48 main:581] : INFO : Epoch 681 | loss: 0.0012826 | val_loss: 0.0010533 | Time: 2178.8 ms
[2020-11-25 02:11:50 main:581] : INFO : Epoch 682 | loss: 0.000980241 | val_loss: 0.000952457 | Time: 2289.43 ms
[2020-11-25 02:11:52 main:581] : INFO : Epoch 683 | loss: 0.000918129 | val_loss: 0.000923604 | Time: 2311.72 ms
[2020-11-25 02:11:55 main:581] : INFO : Epoch 684 | loss: 0.000976779 | val_loss: 0.00161725 | Time: 2256.01 ms
[2020-11-25 02:11:57 main:581] : INFO : Epoch 685 | loss: 0.00120799 | val_loss: 0.00103921 | Time: 2320.41 ms
[2020-11-25 02:11:59 main:581] : INFO : Epoch 686 | loss: 0.000935251 | val_loss: 0.000924585 | Time: 2259.89 ms
[2020-11-25 02:12:02 main:581] : INFO : Epoch 687 | loss: 0.000911002 | val_loss: 0.001246 | Time: 2262.47 ms
[2020-11-25 02:12:04 main:581] : INFO : Epoch 688 | loss: 0.00137909 | val_loss: 0.00111134 | Time: 2248.2 ms
[2020-11-25 02:12:06 main:581] : INFO : Epoch 689 | loss: 0.000961521 | val_loss: 0.000912709 | Time: 2256.66 ms
[2020-11-25 02:12:08 main:581] : INFO : Epoch 690 | loss: 0.000870492 | val_loss: 0.000873679 | Time: 2298.1 ms
[2020-11-25 02:12:11 main:581] : INFO : Epoch 691 | loss: 0.000844892 | val_loss: 0.000864652 | Time: 2303.82 ms
[2020-11-25 02:12:13 main:581] : INFO : Epoch 692 | loss: 0.00116007 | val_loss: 0.00138799 | Time: 2347.16 ms
[2020-11-25 02:12:15 main:581] : INFO : Epoch 693 | loss: 0.00100923 | val_loss: 0.000909446 | Time: 2317.14 ms
[2020-11-25 02:12:18 main:581] : INFO : Epoch 694 | loss: 0.000864102 | val_loss: 0.000934486 | Time: 2366.05 ms
[2020-11-25 02:12:20 main:581] : INFO : Epoch 695 | loss: 0.0010712 | val_loss: 0.000929672 | Time: 2342.52 ms
[2020-11-25 02:12:22 main:581] : INFO : Epoch 696 | loss: 0.000870039 | val_loss: 0.000857613 | Time: 2330.35 ms
[2020-11-25 02:12:25 main:581] : INFO : Epoch 697 | loss: 0.000825825 | val_loss: 0.000868941 | Time: 2255.44 ms
[2020-11-25 02:12:27 main:581] : INFO : Epoch 698 | loss: 0.00111043 | val_loss: 0.000953694 | Time: 2285.49 ms
[2020-11-25 02:12:29 main:581] : INFO : Epoch 699 | loss: 0.000876239 | val_loss: 0.000855327 | Time: 2367.22 ms
[2020-11-25 02:12:32 main:581] : INFO : Epoch 700 | loss: 0.000810143 | val_loss: 0.000819642 | Time: 2291.13 ms
[2020-11-25 02:12:34 main:581] : INFO : Epoch 701 | loss: 0.00111386 | val_loss: 0.00160884 | Time: 2381.98 ms
[2020-11-25 02:12:36 main:581] : INFO : Epoch 702 | loss: 0.00108792 | val_loss: 0.000918067 | Time: 2322.49 ms
[2020-11-25 02:12:39 main:581] : INFO : Epoch 703 | loss: 0.000854572 | val_loss: 0.000830101 | Time: 2303.12 ms
[2020-11-25 02:12:41 main:581] : INFO : Epoch 704 | loss: 0.000794087 | val_loss: 0.000803906 | Time: 2441.03 ms
[2020-11-25 02:12:43 main:581] : INFO : Epoch 705 | loss: 0.000813133 | val_loss: 0.00107604 | Time: 2403.48 ms
[2020-11-25 02:12:46 main:581] : INFO : Epoch 706 | loss: 0.0011019 | val_loss: 0.000882552 | Time: 2469.27 ms
[2020-11-25 02:12:48 main:581] : INFO : Epoch 707 | loss: 0.000830455 | val_loss: 0.000821378 | Time: 2434 ms
[2020-11-25 02:12:51 main:581] : INFO : Epoch 708 | loss: 0.000778056 | val_loss: 0.000779655 | Time: 2297.56 ms
[2020-11-25 02:12:53 main:581] : INFO : Epoch 709 | loss: 0.000861449 | val_loss: 0.00162052 | Time: 2284.58 ms
[2020-11-25 02:12:55 main:581] : INFO : Epoch 710 | loss: 0.00107297 | val_loss: 0.000888156 | Time: 2387.92 ms
[2020-11-25 02:12:58 main:581] : INFO : Epoch 711 | loss: 0.000800491 | val_loss: 0.000779204 | Time: 2312.54 ms
[2020-11-25 02:13:00 main:581] : INFO : Epoch 712 | loss: 0.000756064 | val_loss: 0.000766385 | Time: 2270.87 ms
[2020-11-25 02:13:02 main:581] : INFO : Epoch 713 | loss: 0.000783452 | val_loss: 0.00124325 | Time: 2284.09 ms
[2020-11-25 02:13:04 main:581] : INFO : Epoch 714 | loss: 0.00115202 | val_loss: 0.000902417 | Time: 2320.63 ms
[2020-11-25 02:13:07 main:581] : INFO : Epoch 715 | loss: 0.000798366 | val_loss: 0.000777742 | Time: 2383.93 ms
[2020-11-25 02:13:09 main:581] : INFO : Epoch 716 | loss: 0.000744648 | val_loss: 0.000752985 | Time: 2322.62 ms
[2020-11-25 02:13:12 main:581] : INFO : Epoch 717 | loss: 0.000812869 | val_loss: 0.00177713 | Time: 2372.05 ms
[2020-11-25 02:13:14 main:581] : INFO : Epoch 718 | loss: 0.00120197 | val_loss: 0.000902405 | Time: 2313.68 ms
[2020-11-25 02:13:16 main:581] : INFO : Epoch 719 | loss: 0.000823768 | val_loss: 0.000801626 | Time: 2342.92 ms
[2020-11-25 02:13:18 main:581] : INFO : Epoch 720 | loss: 0.000797542 | val_loss: 0.000748197 | Time: 2294.32 ms
[2020-11-25 02:13:21 main:581] : INFO : Epoch 721 | loss: 0.000728214 | val_loss: 0.000736106 | Time: 2523.93 ms
[2020-11-25 02:13:23 main:581] : INFO : Epoch 722 | loss: 0.000820866 | val_loss: 0.00179268 | Time: 2373.5 ms
[2020-11-25 02:13:26 main:581] : INFO : Epoch 723 | loss: 0.00117062 | val_loss: 0.000877873 | Time: 2308.61 ms
[2020-11-25 02:13:28 main:581] : INFO : Epoch 724 | loss: 0.000792287 | val_loss: 0.000753571 | Time: 2305.05 ms
[2020-11-25 02:13:30 main:581] : INFO : Epoch 725 | loss: 0.000729441 | val_loss: 0.000738465 | Time: 2271.42 ms
[2020-11-25 02:13:32 main:581] : INFO : Epoch 726 | loss: 0.000712384 | val_loss: 0.000726529 | Time: 2152.76 ms
[2020-11-25 02:13:35 main:581] : INFO : Epoch 727 | loss: 0.000721458 | val_loss: 0.000850741 | Time: 2336.59 ms
[2020-11-25 02:13:37 main:581] : INFO : Epoch 728 | loss: 0.000970164 | val_loss: 0.000847771 | Time: 2316.27 ms
[2020-11-25 02:13:39 main:581] : INFO : Epoch 729 | loss: 0.000750726 | val_loss: 0.000742191 | Time: 2326.64 ms
[2020-11-25 02:13:42 main:581] : INFO : Epoch 730 | loss: 0.000708558 | val_loss: 0.000715513 | Time: 2312.3 ms
[2020-11-25 02:13:44 main:581] : INFO : Epoch 731 | loss: 0.000781928 | val_loss: 0.00135412 | Time: 2217.44 ms
[2020-11-25 02:13:46 main:581] : INFO : Epoch 732 | loss: 0.000967583 | val_loss: 0.000784316 | Time: 2225.53 ms
[2020-11-25 02:13:48 main:581] : INFO : Epoch 733 | loss: 0.000737432 | val_loss: 0.000729721 | Time: 2281.29 ms
[2020-11-25 02:13:51 main:581] : INFO : Epoch 734 | loss: 0.000711986 | val_loss: 0.00088279 | Time: 2379.8 ms
[2020-11-25 02:13:53 main:581] : INFO : Epoch 735 | loss: 0.00101466 | val_loss: 0.000802181 | Time: 2351.67 ms
[2020-11-25 02:13:55 main:581] : INFO : Epoch 736 | loss: 0.000748723 | val_loss: 0.000725732 | Time: 2282.52 ms
[2020-11-25 02:13:58 main:581] : INFO : Epoch 737 | loss: 0.000696398 | val_loss: 0.000709332 | Time: 2345.47 ms
[2020-11-25 02:14:00 main:581] : INFO : Epoch 738 | loss: 0.000816443 | val_loss: 0.00131852 | Time: 2305.2 ms
[2020-11-25 02:14:02 main:581] : INFO : Epoch 739 | loss: 0.000941096 | val_loss: 0.000765318 | Time: 2293.1 ms
[2020-11-25 02:14:05 main:581] : INFO : Epoch 740 | loss: 0.000719106 | val_loss: 0.00071443 | Time: 2296.85 ms
[2020-11-25 02:14:07 main:581] : INFO : Epoch 741 | loss: 0.000682835 | val_loss: 0.000692094 | Time: 2346.27 ms
[2020-11-25 02:14:09 main:581] : INFO : Epoch 742 | loss: 0.000733392 | val_loss: 0.00127936 | Time: 2160.04 ms
[2020-11-25 02:14:11 main:581] : INFO : Epoch 743 | loss: 0.000948539 | val_loss: 0.000750459 | Time: 2247.62 ms
[2020-11-25 02:14:14 main:581] : INFO : Epoch 744 | loss: 0.000712984 | val_loss: 0.000698412 | Time: 2264.94 ms
[2020-11-25 02:14:16 main:581] : INFO : Epoch 745 | loss: 0.000680242 | val_loss: 0.000722437 | Time: 2256.54 ms
[2020-11-25 02:14:18 main:581] : INFO : Epoch 746 | loss: 0.000933135 | val_loss: 0.000845955 | Time: 2264.5 ms
[2020-11-25 02:14:21 main:581] : INFO : Epoch 747 | loss: 0.000750027 | val_loss: 0.00071648 | Time: 2296.21 ms
[2020-11-25 02:14:23 main:581] : INFO : Epoch 748 | loss: 0.00068602 | val_loss: 0.00069667 | Time: 2245.39 ms
[2020-11-25 02:14:25 main:581] : INFO : Epoch 749 | loss: 0.000923338 | val_loss: 0.000794978 | Time: 2213.17 ms
[2020-11-25 02:14:27 main:581] : INFO : Epoch 750 | loss: 0.000806066 | val_loss: 0.000714661 | Time: 2288.37 ms
[2020-11-25 02:14:30 main:581] : INFO : Epoch 751 | loss: 0.000689812 | val_loss: 0.000686364 | Time: 2261.91 ms
[2020-11-25 02:14:32 main:581] : INFO : Epoch 752 | loss: 0.000671446 | val_loss: 0.000733612 | Time: 2365.37 ms
[2020-11-25 02:14:34 main:581] : INFO : Epoch 753 | loss: 0.00089155 | val_loss: 0.000749933 | Time: 2224.65 ms
[2020-11-25 02:14:37 main:581] : INFO : Epoch 754 | loss: 0.000699171 | val_loss: 0.000701334 | Time: 2367.99 ms
[2020-11-25 02:14:39 main:581] : INFO : Epoch 755 | loss: 0.000667078 | val_loss: 0.000678409 | Time: 2340.26 ms
[2020-11-25 02:14:41 main:581] : INFO : Epoch 756 | loss: 0.000756679 | val_loss: 0.00107703 | Time: 2270.55 ms
[2020-11-25 02:14:43 main:581] : INFO : Epoch 757 | loss: 0.000751327 | val_loss: 0.000707533 | Time: 2317.54 ms
[2020-11-25 02:14:46 main:581] : INFO : Epoch 758 | loss: 0.000669076 | val_loss: 0.000678894 | Time: 2278.93 ms
[2020-11-25 02:14:48 main:581] : INFO : Epoch 759 | loss: 0.000839531 | val_loss: 0.000987513 | Time: 2308.13 ms
[2020-11-25 02:14:50 main:581] : INFO : Epoch 760 | loss: 0.000793561 | val_loss: 0.000736394 | Time: 2277.83 ms
[2020-11-25 02:14:53 main:581] : INFO : Epoch 761 | loss: 0.000678957 | val_loss: 0.000676235 | Time: 2255.37 ms
[2020-11-25 02:14:55 main:581] : INFO : Epoch 762 | loss: 0.000813463 | val_loss: 0.000809312 | Time: 2320.77 ms
[2020-11-25 02:14:57 main:581] : INFO : Epoch 763 | loss: 0.000721033 | val_loss: 0.000679698 | Time: 2318.21 ms
[2020-11-25 02:15:00 main:581] : INFO : Epoch 764 | loss: 0.000661188 | val_loss: 0.000667115 | Time: 2392.04 ms
[2020-11-25 02:15:02 main:581] : INFO : Epoch 765 | loss: 0.000716363 | val_loss: 0.00122031 | Time: 2337.74 ms
[2020-11-25 02:15:04 main:581] : INFO : Epoch 766 | loss: 0.000842334 | val_loss: 0.000722638 | Time: 2314.06 ms
[2020-11-25 02:15:07 main:581] : INFO : Epoch 767 | loss: 0.000712379 | val_loss: 0.000682052 | Time: 2276.41 ms
[2020-11-25 02:15:09 main:581] : INFO : Epoch 768 | loss: 0.000655526 | val_loss: 0.000660692 | Time: 2227.72 ms
[2020-11-25 02:15:11 main:581] : INFO : Epoch 769 | loss: 0.000673708 | val_loss: 0.000876887 | Time: 2309.52 ms
[2020-11-25 02:15:13 main:581] : INFO : Epoch 770 | loss: 0.000846802 | val_loss: 0.000713462 | Time: 2304.31 ms
[2020-11-25 02:15:15 main:581] : INFO : Epoch 771 | loss: 0.000673656 | val_loss: 0.000672377 | Time: 2140.51 ms
[2020-11-25 02:15:18 main:581] : INFO : Epoch 772 | loss: 0.000641504 | val_loss: 0.000650082 | Time: 2299.53 ms
[2020-11-25 02:15:20 main:581] : INFO : Epoch 773 | loss: 0.000658874 | val_loss: 0.000965841 | Time: 2330.85 ms
[2020-11-25 02:15:22 main:581] : INFO : Epoch 774 | loss: 0.000999198 | val_loss: 0.00076962 | Time: 2324.47 ms
[2020-11-25 02:15:25 main:581] : INFO : Epoch 775 | loss: 0.00069716 | val_loss: 0.000672296 | Time: 2270.3 ms
[2020-11-25 02:15:27 main:581] : INFO : Epoch 776 | loss: 0.000644039 | val_loss: 0.000658645 | Time: 2296.32 ms
[2020-11-25 02:15:29 main:581] : INFO : Epoch 777 | loss: 0.000886451 | val_loss: 0.000898012 | Time: 2325.87 ms
[2020-11-25 02:15:32 main:581] : INFO : Epoch 778 | loss: 0.000733272 | val_loss: 0.000698264 | Time: 2375.72 ms
[2020-11-25 02:15:34 main:581] : INFO : Epoch 779 | loss: 0.000651743 | val_loss: 0.000655562 | Time: 2295.18 ms
[2020-11-25 02:15:36 main:581] : INFO : Epoch 780 | loss: 0.000641475 | val_loss: 0.000784978 | Time: 2323.03 ms
[2020-11-25 02:15:39 main:581] : INFO : Epoch 781 | loss: 0.000898947 | val_loss: 0.000730053 | Time: 2229.76 ms
[2020-11-25 02:15:41 main:581] : INFO : Epoch 782 | loss: 0.000673093 | val_loss: 0.000654243 | Time: 2318.08 ms
[2020-11-25 02:15:43 main:581] : INFO : Epoch 783 | loss: 0.000633422 | val_loss: 0.000641577 | Time: 2383.87 ms
[2020-11-25 02:15:46 main:581] : INFO : Epoch 784 | loss: 0.00062387 | val_loss: 0.000638345 | Time: 2293.25 ms
[2020-11-25 02:15:48 main:581] : INFO : Epoch 785 | loss: 0.000642942 | val_loss: 0.000883229 | Time: 2295.14 ms
[2020-11-25 02:15:50 main:581] : INFO : Epoch 786 | loss: 0.000838042 | val_loss: 0.000692903 | Time: 2292.19 ms
[2020-11-25 02:15:52 main:581] : INFO : Epoch 787 | loss: 0.0006535 | val_loss: 0.000656267 | Time: 2333.23 ms
[2020-11-25 02:15:55 main:581] : INFO : Epoch 788 | loss: 0.00070876 | val_loss: 0.00123296 | Time: 2250.14 ms
[2020-11-25 02:15:57 main:581] : INFO : Epoch 789 | loss: 0.000802573 | val_loss: 0.00071349 | Time: 2238.48 ms
[2020-11-25 02:15:59 main:581] : INFO : Epoch 790 | loss: 0.000646437 | val_loss: 0.000642331 | Time: 2192.69 ms
[2020-11-25 02:16:02 main:581] : INFO : Epoch 791 | loss: 0.000884745 | val_loss: 0.000979264 | Time: 2406.12 ms
[2020-11-25 02:16:04 main:581] : INFO : Epoch 792 | loss: 0.000794696 | val_loss: 0.00071453 | Time: 2305.96 ms
[2020-11-25 02:16:06 main:581] : INFO : Epoch 793 | loss: 0.000656645 | val_loss: 0.00064701 | Time: 2339.93 ms
[2020-11-25 02:16:08 main:581] : INFO : Epoch 794 | loss: 0.00062342 | val_loss: 0.000632894 | Time: 2257.01 ms
[2020-11-25 02:16:11 main:581] : INFO : Epoch 795 | loss: 0.000617033 | val_loss: 0.000646769 | Time: 2306.37 ms
[2020-11-25 02:16:13 main:581] : INFO : Epoch 796 | loss: 0.000730076 | val_loss: 0.000711606 | Time: 2267.62 ms
[2020-11-25 02:16:15 main:581] : INFO : Epoch 797 | loss: 0.000646638 | val_loss: 0.000632798 | Time: 2338.42 ms
[2020-11-25 02:16:18 main:581] : INFO : Epoch 798 | loss: 0.000623844 | val_loss: 0.000656097 | Time: 2344.42 ms
[2020-11-25 02:16:20 main:581] : INFO : Epoch 799 | loss: 0.00090101 | val_loss: 0.000857354 | Time: 2459.46 ms
[2020-11-25 02:16:23 main:581] : INFO : Epoch 800 | loss: 0.000710272 | val_loss: 0.000663133 | Time: 2420.73 ms
[2020-11-25 02:16:25 main:581] : INFO : Epoch 801 | loss: 0.000629277 | val_loss: 0.000632134 | Time: 2416.85 ms
[2020-11-25 02:16:27 main:581] : INFO : Epoch 802 | loss: 0.000612922 | val_loss: 0.000644749 | Time: 2328.75 ms
[2020-11-25 02:16:30 main:581] : INFO : Epoch 803 | loss: 0.00100207 | val_loss: 0.000904471 | Time: 2307.56 ms
[2020-11-25 02:16:32 main:581] : INFO : Epoch 804 | loss: 0.000739633 | val_loss: 0.000689231 | Time: 2335.87 ms
[2020-11-25 02:16:34 main:581] : INFO : Epoch 805 | loss: 0.000638513 | val_loss: 0.000635471 | Time: 2374.03 ms
[2020-11-25 02:16:37 main:581] : INFO : Epoch 806 | loss: 0.000612409 | val_loss: 0.000623743 | Time: 2219.76 ms
[2020-11-25 02:16:39 main:581] : INFO : Epoch 807 | loss: 0.000606452 | val_loss: 0.000624044 | Time: 2321.75 ms
[2020-11-25 02:16:41 main:581] : INFO : Epoch 808 | loss: 0.000823103 | val_loss: 0.000821765 | Time: 2240.07 ms
[2020-11-25 02:16:43 main:581] : INFO : Epoch 809 | loss: 0.000753422 | val_loss: 0.000699717 | Time: 2272.77 ms
[2020-11-25 02:16:46 main:581] : INFO : Epoch 810 | loss: 0.000641974 | val_loss: 0.000639307 | Time: 2263.08 ms
[2020-11-25 02:16:48 main:581] : INFO : Epoch 811 | loss: 0.000615635 | val_loss: 0.000651755 | Time: 2329.5 ms
[2020-11-25 02:16:50 main:581] : INFO : Epoch 812 | loss: 0.000715755 | val_loss: 0.000681937 | Time: 2353.14 ms
[2020-11-25 02:16:53 main:581] : INFO : Epoch 813 | loss: 0.000628811 | val_loss: 0.000627508 | Time: 2360.33 ms
[2020-11-25 02:16:55 main:581] : INFO : Epoch 814 | loss: 0.000612207 | val_loss: 0.000624476 | Time: 2245.65 ms
[2020-11-25 02:16:57 main:581] : INFO : Epoch 815 | loss: 0.000641304 | val_loss: 0.000803893 | Time: 2305.04 ms
[2020-11-25 02:17:00 main:581] : INFO : Epoch 816 | loss: 0.000701148 | val_loss: 0.000645685 | Time: 2303.86 ms
[2020-11-25 02:17:02 main:581] : INFO : Epoch 817 | loss: 0.000621114 | val_loss: 0.000665822 | Time: 2285.11 ms
[2020-11-25 02:17:04 main:581] : INFO : Epoch 818 | loss: 0.000764093 | val_loss: 0.000661515 | Time: 2263.01 ms
[2020-11-25 02:17:06 main:581] : INFO : Epoch 819 | loss: 0.000635881 | val_loss: 0.000633786 | Time: 2326.7 ms
[2020-11-25 02:17:09 main:581] : INFO : Epoch 820 | loss: 0.000626039 | val_loss: 0.000744571 | Time: 2293.82 ms
[2020-11-25 02:17:11 main:581] : INFO : Epoch 821 | loss: 0.000762952 | val_loss: 0.000689866 | Time: 2251.72 ms
[2020-11-25 02:17:13 main:581] : INFO : Epoch 822 | loss: 0.000633342 | val_loss: 0.000634882 | Time: 2359.22 ms
[2020-11-25 02:17:16 main:581] : INFO : Epoch 823 | loss: 0.000612396 | val_loss: 0.00070234 | Time: 2346.82 ms
[2020-11-25 02:17:18 main:581] : INFO : Epoch 824 | loss: 0.000842482 | val_loss: 0.000696939 | Time: 2322.4 ms
[2020-11-25 02:17:20 main:581] : INFO : Epoch 825 | loss: 0.000640394 | val_loss: 0.000638189 | Time: 2257.64 ms
[2020-11-25 02:17:23 main:581] : INFO : Epoch 826 | loss: 0.000607698 | val_loss: 0.000624255 | Time: 2357.1 ms
[2020-11-25 02:17:25 main:581] : INFO : Epoch 827 | loss: 0.000835948 | val_loss: 0.000704334 | Time: 2348.49 ms
[2020-11-25 02:17:27 main:581] : INFO : Epoch 828 | loss: 0.000680162 | val_loss: 0.000655988 | Time: 2318.74 ms
[2020-11-25 02:17:30 main:581] : INFO : Epoch 829 | loss: 0.000634519 | val_loss: 0.000771622 | Time: 2262.08 ms
[2020-11-25 02:17:32 main:581] : INFO : Epoch 830 | loss: 0.00075538 | val_loss: 0.000654251 | Time: 2305.01 ms
[2020-11-25 02:17:34 main:581] : INFO : Epoch 831 | loss: 0.000620366 | val_loss: 0.000622325 | Time: 2303.26 ms
[2020-11-25 02:17:36 main:581] : INFO : Epoch 832 | loss: 0.00060095 | val_loss: 0.000620253 | Time: 2284.49 ms
[2020-11-25 02:17:39 main:581] : INFO : Epoch 833 | loss: 0.000795444 | val_loss: 0.000830518 | Time: 2241.18 ms
[2020-11-25 02:17:41 main:581] : INFO : Epoch 834 | loss: 0.000675187 | val_loss: 0.000643824 | Time: 2174.04 ms
[2020-11-25 02:17:43 main:581] : INFO : Epoch 835 | loss: 0.000614493 | val_loss: 0.000619117 | Time: 2224.13 ms
[2020-11-25 02:17:45 main:581] : INFO : Epoch 836 | loss: 0.000601311 | val_loss: 0.000618886 | Time: 2279.28 ms
[2020-11-25 02:17:48 main:581] : INFO : Epoch 837 | loss: 0.000728073 | val_loss: 0.000764195 | Time: 2295.51 ms
[2020-11-25 02:17:50 main:581] : INFO : Epoch 838 | loss: 0.000676832 | val_loss: 0.000630922 | Time: 2298.06 ms
[2020-11-25 02:17:52 main:581] : INFO : Epoch 839 | loss: 0.000608819 | val_loss: 0.000613872 | Time: 2303.19 ms
[2020-11-25 02:17:55 main:581] : INFO : Epoch 840 | loss: 0.000595867 | val_loss: 0.0006136 | Time: 2252.16 ms
[2020-11-25 02:17:57 main:581] : INFO : Epoch 841 | loss: 0.000815049 | val_loss: 0.000883589 | Time: 2211.9 ms
[2020-11-25 02:17:59 main:581] : INFO : Epoch 842 | loss: 0.000753638 | val_loss: 0.000672214 | Time: 2349.95 ms
[2020-11-25 02:18:01 main:581] : INFO : Epoch 843 | loss: 0.000624029 | val_loss: 0.000618969 | Time: 2282.76 ms
[2020-11-25 02:18:04 main:581] : INFO : Epoch 844 | loss: 0.000600005 | val_loss: 0.000610073 | Time: 2426.12 ms
[2020-11-25 02:18:06 main:581] : INFO : Epoch 845 | loss: 0.000648173 | val_loss: 0.000958997 | Time: 2368.81 ms
[2020-11-25 02:18:08 main:581] : INFO : Epoch 846 | loss: 0.00073585 | val_loss: 0.000653976 | Time: 2205.55 ms
[2020-11-25 02:18:11 main:581] : INFO : Epoch 847 | loss: 0.000610258 | val_loss: 0.000616135 | Time: 2357.4 ms
[2020-11-25 02:18:13 main:581] : INFO : Epoch 848 | loss: 0.000732346 | val_loss: 0.00110908 | Time: 2320.39 ms
[2020-11-25 02:18:15 main:581] : INFO : Epoch 849 | loss: 0.000738676 | val_loss: 0.000654245 | Time: 2276.17 ms
[2020-11-25 02:18:18 main:581] : INFO : Epoch 850 | loss: 0.000622402 | val_loss: 0.000631013 | Time: 2401.37 ms
[2020-11-25 02:18:20 main:581] : INFO : Epoch 851 | loss: 0.000649137 | val_loss: 0.000617796 | Time: 2274.62 ms
[2020-11-25 02:18:22 main:581] : INFO : Epoch 852 | loss: 0.000603129 | val_loss: 0.000610559 | Time: 2285.99 ms
[2020-11-25 02:18:25 main:581] : INFO : Epoch 853 | loss: 0.000597752 | val_loss: 0.000629373 | Time: 2190.07 ms
[2020-11-25 02:18:27 main:581] : INFO : Epoch 854 | loss: 0.000722703 | val_loss: 0.000717476 | Time: 2228.17 ms
[2020-11-25 02:18:29 main:581] : INFO : Epoch 855 | loss: 0.000628738 | val_loss: 0.000615578 | Time: 2300.5 ms
[2020-11-25 02:18:31 main:581] : INFO : Epoch 856 | loss: 0.000599643 | val_loss: 0.000680074 | Time: 2328.76 ms
[2020-11-25 02:18:34 main:581] : INFO : Epoch 857 | loss: 0.00093404 | val_loss: 0.000833506 | Time: 2361.48 ms
[2020-11-25 02:18:36 main:581] : INFO : Epoch 858 | loss: 0.000685149 | val_loss: 0.000642493 | Time: 2283.89 ms
[2020-11-25 02:18:38 main:581] : INFO : Epoch 859 | loss: 0.000609615 | val_loss: 0.000612959 | Time: 2424.14 ms
[2020-11-25 02:18:41 main:581] : INFO : Epoch 860 | loss: 0.000616852 | val_loss: 0.000869587 | Time: 2291.52 ms
[2020-11-25 02:18:43 main:581] : INFO : Epoch 861 | loss: 0.000807759 | val_loss: 0.000683523 | Time: 2314.07 ms
[2020-11-25 02:18:45 main:581] : INFO : Epoch 862 | loss: 0.000623033 | val_loss: 0.00061698 | Time: 2346.1 ms
[2020-11-25 02:18:48 main:581] : INFO : Epoch 863 | loss: 0.000594902 | val_loss: 0.000620464 | Time: 2327.1 ms
[2020-11-25 02:18:50 main:581] : INFO : Epoch 864 | loss: 0.000690949 | val_loss: 0.000661012 | Time: 2210.27 ms
[2020-11-25 02:18:52 main:581] : INFO : Epoch 865 | loss: 0.000607464 | val_loss: 0.000614078 | Time: 2032.08 ms
[2020-11-25 02:18:54 main:581] : INFO : Epoch 866 | loss: 0.000618221 | val_loss: 0.000720626 | Time: 2292.71 ms
[2020-11-25 02:18:56 main:581] : INFO : Epoch 867 | loss: 0.000632307 | val_loss: 0.000609001 | Time: 2238.66 ms
[2020-11-25 02:18:59 main:581] : INFO : Epoch 868 | loss: 0.000591844 | val_loss: 0.000614068 | Time: 2243.76 ms
[2020-11-25 02:19:01 main:581] : INFO : Epoch 869 | loss: 0.000725573 | val_loss: 0.000719395 | Time: 2356.09 ms
[2020-11-25 02:19:03 main:581] : INFO : Epoch 870 | loss: 0.000673976 | val_loss: 0.000660033 | Time: 2341.09 ms
[2020-11-25 02:19:06 main:581] : INFO : Epoch 871 | loss: 0.000614337 | val_loss: 0.000649939 | Time: 2085.02 ms
[2020-11-25 02:19:08 main:581] : INFO : Epoch 872 | loss: 0.000636318 | val_loss: 0.000608717 | Time: 2366.33 ms
[2020-11-25 02:19:10 main:581] : INFO : Epoch 873 | loss: 0.000616242 | val_loss: 0.000740252 | Time: 2404.05 ms
[2020-11-25 02:19:13 main:581] : INFO : Epoch 874 | loss: 0.000686545 | val_loss: 0.0006283 | Time: 2420.52 ms
[2020-11-25 02:19:15 main:581] : INFO : Epoch 875 | loss: 0.000605279 | val_loss: 0.000618016 | Time: 2329.07 ms
[2020-11-25 02:19:17 main:581] : INFO : Epoch 876 | loss: 0.000851474 | val_loss: 0.000799652 | Time: 2334.18 ms
[2020-11-25 02:19:20 main:581] : INFO : Epoch 877 | loss: 0.000699108 | val_loss: 0.000641561 | Time: 2375.12 ms
[2020-11-25 02:19:22 main:581] : INFO : Epoch 878 | loss: 0.000610621 | val_loss: 0.000613731 | Time: 2319.53 ms
[2020-11-25 02:19:24 main:581] : INFO : Epoch 879 | loss: 0.000626 | val_loss: 0.000705003 | Time: 2298.12 ms
[2020-11-25 02:19:27 main:581] : INFO : Epoch 880 | loss: 0.000650399 | val_loss: 0.000636836 | Time: 2312.08 ms
[2020-11-25 02:19:29 main:581] : INFO : Epoch 881 | loss: 0.000595687 | val_loss: 0.000604205 | Time: 2312.57 ms
[2020-11-25 02:19:31 main:581] : INFO : Epoch 882 | loss: 0.000587424 | val_loss: 0.000611252 | Time: 2318.7 ms
[2020-11-25 02:19:34 main:581] : INFO : Epoch 883 | loss: 0.000770591 | val_loss: 0.000746432 | Time: 2373.4 ms
[2020-11-25 02:19:36 main:581] : INFO : Epoch 884 | loss: 0.000645945 | val_loss: 0.000609651 | Time: 2376.71 ms
[2020-11-25 02:19:38 main:581] : INFO : Epoch 885 | loss: 0.000595124 | val_loss: 0.000624156 | Time: 2283.33 ms
[2020-11-25 02:19:41 main:581] : INFO : Epoch 886 | loss: 0.000749911 | val_loss: 0.000644613 | Time: 2300.71 ms
[2020-11-25 02:19:43 main:581] : INFO : Epoch 887 | loss: 0.000624873 | val_loss: 0.000620883 | Time: 2467.35 ms
[2020-11-25 02:19:45 main:581] : INFO : Epoch 888 | loss: 0.000738051 | val_loss: 0.000683321 | Time: 2318.79 ms
[2020-11-25 02:19:48 main:581] : INFO : Epoch 889 | loss: 0.000653483 | val_loss: 0.000626437 | Time: 2598.04 ms
[2020-11-25 02:19:51 main:581] : INFO : Epoch 890 | loss: 0.000597915 | val_loss: 0.000600759 | Time: 2513.62 ms
[2020-11-25 02:19:53 main:581] : INFO : Epoch 891 | loss: 0.000593082 | val_loss: 0.000686765 | Time: 2411.9 ms
[2020-11-25 02:19:55 main:581] : INFO : Epoch 892 | loss: 0.000720475 | val_loss: 0.000658295 | Time: 2373.36 ms
[2020-11-25 02:19:58 main:581] : INFO : Epoch 893 | loss: 0.000604696 | val_loss: 0.000600023 | Time: 2390.23 ms
[2020-11-25 02:20:00 main:581] : INFO : Epoch 894 | loss: 0.000607619 | val_loss: 0.000703932 | Time: 2425.94 ms
[2020-11-25 02:20:03 main:581] : INFO : Epoch 895 | loss: 0.000645072 | val_loss: 0.000599065 | Time: 2354.81 ms
[2020-11-25 02:20:05 main:581] : INFO : Epoch 896 | loss: 0.000588501 | val_loss: 0.000613711 | Time: 2437.5 ms
[2020-11-25 02:20:07 main:581] : INFO : Epoch 897 | loss: 0.000741676 | val_loss: 0.000671987 | Time: 2352.89 ms
[2020-11-25 02:20:10 main:581] : INFO : Epoch 898 | loss: 0.000621662 | val_loss: 0.000618344 | Time: 2428.8 ms
[2020-11-25 02:20:12 main:581] : INFO : Epoch 899 | loss: 0.000653306 | val_loss: 0.000976769 | Time: 2354.06 ms
[2020-11-25 02:20:14 main:581] : INFO : Epoch 900 | loss: 0.000729114 | val_loss: 0.000648036 | Time: 2372.63 ms
[2020-11-25 02:20:17 main:581] : INFO : Epoch 901 | loss: 0.000602263 | val_loss: 0.000603463 | Time: 2420.75 ms
[2020-11-25 02:20:19 main:581] : INFO : Epoch 902 | loss: 0.000581261 | val_loss: 0.000592571 | Time: 2559.54 ms
[2020-11-25 02:20:22 main:581] : INFO : Epoch 903 | loss: 0.000605524 | val_loss: 0.000807021 | Time: 2409.17 ms
[2020-11-25 02:20:24 main:581] : INFO : Epoch 904 | loss: 0.000742954 | val_loss: 0.000633543 | Time: 2401.53 ms
[2020-11-25 02:20:27 main:581] : INFO : Epoch 905 | loss: 0.000612469 | val_loss: 0.000606446 | Time: 2421.66 ms
[2020-11-25 02:20:29 main:581] : INFO : Epoch 906 | loss: 0.000596949 | val_loss: 0.000618953 | Time: 2370.8 ms
[2020-11-25 02:20:31 main:581] : INFO : Epoch 907 | loss: 0.000681683 | val_loss: 0.00102179 | Time: 2355.12 ms
[2020-11-25 02:20:34 main:581] : INFO : Epoch 908 | loss: 0.000752816 | val_loss: 0.000663638 | Time: 2376.98 ms
[2020-11-25 02:20:36 main:581] : INFO : Epoch 909 | loss: 0.000608438 | val_loss: 0.000599699 | Time: 2518.59 ms
[2020-11-25 02:20:39 main:581] : INFO : Epoch 910 | loss: 0.000583862 | val_loss: 0.000612675 | Time: 2476.44 ms
[2020-11-25 02:20:41 main:581] : INFO : Epoch 911 | loss: 0.000651015 | val_loss: 0.00066615 | Time: 2416.44 ms
[2020-11-25 02:20:44 main:581] : INFO : Epoch 912 | loss: 0.000607783 | val_loss: 0.000605139 | Time: 2378.89 ms
[2020-11-25 02:20:46 main:581] : INFO : Epoch 913 | loss: 0.000578129 | val_loss: 0.000584523 | Time: 2433.04 ms
[2020-11-25 02:20:48 main:581] : INFO : Epoch 914 | loss: 0.0005613 | val_loss: 0.000590307 | Time: 2327.53 ms
[2020-11-25 02:20:51 main:581] : INFO : Epoch 915 | loss: 0.00068696 | val_loss: 0.000690687 | Time: 2356.41 ms
[2020-11-25 02:20:53 main:581] : INFO : Epoch 916 | loss: 0.000575928 | val_loss: 0.000546237 | Time: 2361.2 ms
[2020-11-25 02:20:55 main:581] : INFO : Epoch 917 | loss: 0.000502558 | val_loss: 0.000500704 | Time: 2304.56 ms
[2020-11-25 02:20:58 main:581] : INFO : Epoch 918 | loss: 0.000615147 | val_loss: 0.000522496 | Time: 2356.25 ms
[2020-11-25 02:21:00 main:581] : INFO : Epoch 919 | loss: 0.000553714 | val_loss: 0.0005685 | Time: 2396.42 ms
[2020-11-25 02:21:03 main:581] : INFO : Epoch 920 | loss: 0.000469734 | val_loss: 0.00045919 | Time: 2414.22 ms
[2020-11-25 02:21:05 main:581] : INFO : Epoch 921 | loss: 0.000430337 | val_loss: 0.00044133 | Time: 2393.84 ms
[2020-11-25 02:21:07 main:581] : INFO : Epoch 922 | loss: 0.000482538 | val_loss: 0.000582503 | Time: 2293.78 ms
[2020-11-25 02:21:10 main:581] : INFO : Epoch 923 | loss: 0.000533066 | val_loss: 0.000441711 | Time: 2538.87 ms
[2020-11-25 02:21:12 main:581] : INFO : Epoch 924 | loss: 0.000431925 | val_loss: 0.000425949 | Time: 2361.1 ms
[2020-11-25 02:21:15 main:581] : INFO : Epoch 925 | loss: 0.000405555 | val_loss: 0.000418717 | Time: 2583.49 ms
[2020-11-25 02:21:17 main:581] : INFO : Epoch 926 | loss: 0.000474827 | val_loss: 0.000861994 | Time: 2383.38 ms
[2020-11-25 02:21:20 main:581] : INFO : Epoch 927 | loss: 0.000614612 | val_loss: 0.000449631 | Time: 2539.83 ms
[2020-11-25 02:21:22 main:581] : INFO : Epoch 928 | loss: 0.000428997 | val_loss: 0.000420307 | Time: 2652.5 ms
[2020-11-25 02:21:25 main:581] : INFO : Epoch 929 | loss: 0.000397195 | val_loss: 0.000415612 | Time: 2348.33 ms
[2020-11-25 02:21:27 main:581] : INFO : Epoch 930 | loss: 0.00052114 | val_loss: 0.000496304 | Time: 2686.25 ms
[2020-11-25 02:21:30 main:581] : INFO : Epoch 931 | loss: 0.000425959 | val_loss: 0.000423055 | Time: 2362.18 ms
[2020-11-25 02:21:32 main:581] : INFO : Epoch 932 | loss: 0.00039266 | val_loss: 0.000407152 | Time: 2387.58 ms
[2020-11-25 02:21:35 main:581] : INFO : Epoch 933 | loss: 0.00056776 | val_loss: 0.000556471 | Time: 2513.83 ms
[2020-11-25 02:21:37 main:581] : INFO : Epoch 934 | loss: 0.000450941 | val_loss: 0.000417252 | Time: 2458.28 ms
[2020-11-25 02:21:39 main:581] : INFO : Epoch 935 | loss: 0.000392129 | val_loss: 0.000397456 | Time: 2378.24 ms
[2020-11-25 02:21:42 main:581] : INFO : Epoch 936 | loss: 0.000494829 | val_loss: 0.000572985 | Time: 2438.06 ms
[2020-11-25 02:21:44 main:581] : INFO : Epoch 937 | loss: 0.000444289 | val_loss: 0.000410273 | Time: 2517.59 ms
[2020-11-25 02:21:47 main:581] : INFO : Epoch 938 | loss: 0.000382273 | val_loss: 0.000384995 | Time: 2392.93 ms
[2020-11-25 02:21:49 main:581] : INFO : Epoch 939 | loss: 0.000371244 | val_loss: 0.000418929 | Time: 2317.87 ms
[2020-11-25 02:21:51 main:581] : INFO : Epoch 940 | loss: 0.000508858 | val_loss: 0.000441502 | Time: 2375.08 ms
[2020-11-25 02:21:54 main:581] : INFO : Epoch 941 | loss: 0.000386685 | val_loss: 0.000378845 | Time: 2483.33 ms
[2020-11-25 02:21:56 main:581] : INFO : Epoch 942 | loss: 0.000406292 | val_loss: 0.000868041 | Time: 2314.25 ms
[2020-11-25 02:21:59 main:581] : INFO : Epoch 943 | loss: 0.000555409 | val_loss: 0.000398464 | Time: 2326.75 ms
[2020-11-25 02:22:01 main:581] : INFO : Epoch 944 | loss: 0.000371647 | val_loss: 0.00036985 | Time: 2265.11 ms
[2020-11-25 02:22:03 main:581] : INFO : Epoch 945 | loss: 0.00036731 | val_loss: 0.000416123 | Time: 2410.76 ms
[2020-11-25 02:22:06 main:581] : INFO : Epoch 946 | loss: 0.000353989 | val_loss: 0.00037327 | Time: 2673.93 ms
[2020-11-25 02:22:08 main:581] : INFO : Epoch 947 | loss: 0.000534555 | val_loss: 0.000395438 | Time: 2354.78 ms
[2020-11-25 02:22:11 main:581] : INFO : Epoch 948 | loss: 0.000370223 | val_loss: 0.000353805 | Time: 2407.17 ms
[2020-11-25 02:22:13 main:581] : INFO : Epoch 949 | loss: 0.000320981 | val_loss: 0.000330511 | Time: 2424.2 ms
[2020-11-25 02:22:16 main:581] : INFO : Epoch 950 | loss: 0.000392508 | val_loss: 0.000327305 | Time: 2406.11 ms
[2020-11-25 02:22:18 main:581] : INFO : Epoch 951 | loss: 0.000332867 | val_loss: 0.000315735 | Time: 2343.9 ms
[2020-11-25 02:22:20 main:581] : INFO : Epoch 952 | loss: 0.000325144 | val_loss: 0.00051194 | Time: 2509.37 ms
[2020-11-25 02:22:23 main:581] : INFO : Epoch 953 | loss: 0.000391278 | val_loss: 0.000326364 | Time: 2389.34 ms
[2020-11-25 02:22:25 main:581] : INFO : Epoch 954 | loss: 0.000282341 | val_loss: 0.00031715 | Time: 2316.59 ms
[2020-11-25 02:22:27 main:581] : INFO : Epoch 955 | loss: 0.000401527 | val_loss: 0.000322275 | Time: 2308.37 ms
[2020-11-25 02:22:30 main:581] : INFO : Epoch 956 | loss: 0.000258459 | val_loss: 0.000254099 | Time: 2549.63 ms
[2020-11-25 02:22:32 main:581] : INFO : Epoch 957 | loss: 0.000220578 | val_loss: 0.000307764 | Time: 2299.42 ms
[2020-11-25 02:22:35 main:581] : INFO : Epoch 958 | loss: 0.000639369 | val_loss: 0.000365334 | Time: 2492.29 ms
[2020-11-25 02:22:37 main:581] : INFO : Epoch 959 | loss: 0.000503231 | val_loss: 0.000407633 | Time: 2481.59 ms
[2020-11-25 02:22:40 main:581] : INFO : Epoch 960 | loss: 0.000302202 | val_loss: 0.000248354 | Time: 2396.29 ms
[2020-11-25 02:22:42 main:581] : INFO : Epoch 961 | loss: 0.000207085 | val_loss: 0.000207634 | Time: 2403.4 ms
[2020-11-25 02:22:44 main:581] : INFO : Epoch 962 | loss: 0.000183294 | val_loss: 0.000194883 | Time: 2334.11 ms
[2020-11-25 02:22:47 main:581] : INFO : Epoch 963 | loss: 0.000422555 | val_loss: 0.000373508 | Time: 2334.76 ms
[2020-11-25 02:22:49 main:581] : INFO : Epoch 964 | loss: 0.000284319 | val_loss: 0.000225204 | Time: 2469.99 ms
[2020-11-25 02:22:52 main:581] : INFO : Epoch 965 | loss: 0.000195346 | val_loss: 0.000195426 | Time: 2647.11 ms
[2020-11-25 02:22:54 main:581] : INFO : Epoch 966 | loss: 0.000270691 | val_loss: 0.000506491 | Time: 2554.55 ms
[2020-11-25 02:22:57 main:581] : INFO : Epoch 967 | loss: 0.000250422 | val_loss: 0.000231289 | Time: 2458.3 ms
[2020-11-25 02:22:59 main:581] : INFO : Epoch 968 | loss: 0.000181035 | val_loss: 0.000185335 | Time: 2367.15 ms
[2020-11-25 02:23:02 main:581] : INFO : Epoch 969 | loss: 0.000162664 | val_loss: 0.000175717 | Time: 2423.91 ms
[2020-11-25 02:23:04 main:581] : INFO : Epoch 970 | loss: 0.000266621 | val_loss: 0.000200347 | Time: 2447.12 ms
[2020-11-25 02:23:06 main:581] : INFO : Epoch 971 | loss: 0.000201305 | val_loss: 0.000201084 | Time: 2407.06 ms
[2020-11-25 02:23:09 main:581] : INFO : Epoch 972 | loss: 0.000163938 | val_loss: 0.000170139 | Time: 2479.63 ms
[2020-11-25 02:23:11 main:581] : INFO : Epoch 973 | loss: 0.000236731 | val_loss: 0.000192972 | Time: 2327.05 ms
[2020-11-25 02:23:14 main:581] : INFO : Epoch 974 | loss: 0.000186931 | val_loss: 0.000179248 | Time: 2521.76 ms
[2020-11-25 02:23:16 main:581] : INFO : Epoch 975 | loss: 0.000161053 | val_loss: 0.000201938 | Time: 2362.28 ms
[2020-11-25 02:23:18 main:581] : INFO : Epoch 976 | loss: 0.000256591 | val_loss: 0.000192013 | Time: 2362.15 ms
[2020-11-25 02:23:21 main:581] : INFO : Epoch 977 | loss: 0.000166457 | val_loss: 0.00017113 | Time: 2518.48 ms
[2020-11-25 02:23:23 main:581] : INFO : Epoch 978 | loss: 0.000162234 | val_loss: 0.000292387 | Time: 2398.38 ms
[2020-11-25 02:23:26 main:581] : INFO : Epoch 979 | loss: 0.000321581 | val_loss: 0.000213101 | Time: 2392.01 ms
[2020-11-25 02:23:28 main:581] : INFO : Epoch 980 | loss: 0.000174237 | val_loss: 0.00016906 | Time: 2357.32 ms
[2020-11-25 02:23:31 main:581] : INFO : Epoch 981 | loss: 0.000148972 | val_loss: 0.000159442 | Time: 2380.07 ms
[2020-11-25 02:23:33 main:581] : INFO : Epoch 982 | loss: 0.000143199 | val_loss: 0.000173527 | Time: 2331.23 ms
[2020-11-25 02:23:35 main:581] : INFO : Epoch 983 | loss: 0.000323737 | val_loss: 0.000229745 | Time: 2342.58 ms
[2020-11-25 02:23:38 main:581] : INFO : Epoch 984 | loss: 0.000187256 | val_loss: 0.000167554 | Time: 2379.23 ms
[2020-11-25 02:23:40 main:581] : INFO : Epoch 985 | loss: 0.000151091 | val_loss: 0.000168707 | Time: 2484.43 ms
[2020-11-25 02:23:42 main:581] : INFO : Epoch 986 | loss: 0.000205359 | val_loss: 0.000286979 | Time: 2296.84 ms
[2020-11-25 02:23:45 main:581] : INFO : Epoch 987 | loss: 0.000182114 | val_loss: 0.000161802 | Time: 2451.56 ms
[2020-11-25 02:23:47 main:581] : INFO : Epoch 988 | loss: 0.000147826 | val_loss: 0.000161497 | Time: 2497.25 ms
[2020-11-25 02:23:50 main:581] : INFO : Epoch 989 | loss: 0.00020926 | val_loss: 0.000228656 | Time: 2300.18 ms
[2020-11-25 02:23:52 main:581] : INFO : Epoch 990 | loss: 0.000166963 | val_loss: 0.000166689 | Time: 2311.51 ms
[2020-11-25 02:23:54 main:581] : INFO : Epoch 991 | loss: 0.000153977 | val_loss: 0.000180558 | Time: 2322.66 ms
[2020-11-25 02:23:57 main:581] : INFO : Epoch 992 | loss: 0.000259651 | val_loss: 0.000232017 | Time: 2376.52 ms
[2020-11-25 02:23:59 main:581] : INFO : Epoch 993 | loss: 0.000180311 | val_loss: 0.000192561 | Time: 2341.12 ms
[2020-11-25 02:24:01 main:581] : INFO : Epoch 994 | loss: 0.000189667 | val_loss: 0.000194079 | Time: 2332.35 ms
[2020-11-25 02:24:04 main:581] : INFO : Epoch 995 | loss: 0.000193129 | val_loss: 0.000180694 | Time: 2306.87 ms
[2020-11-25 02:24:07 main:581] : INFO : Epoch 996 | loss: 0.000155408 | val_loss: 0.000197785 | Time: 2913.62 ms
[2020-11-25 02:24:09 main:581] : INFO : Epoch 997 | loss: 0.000214233 | val_loss: 0.000191339 | Time: 2435.65 ms
[2020-11-25 02:24:11 main:581] : INFO : Epoch 998 | loss: 0.000159089 | val_loss: 0.000190322 | Time: 2338.69 ms
[2020-11-25 02:24:14 main:581] : INFO : Epoch 999 | loss: 0.000183587 | val_loss: 0.000176662 | Time: 2593.51 ms
[2020-11-25 02:24:16 main:581] : INFO : Epoch 1000 | loss: 0.000142662 | val_loss: 0.000149616 | Time: 2440.05 ms
[2020-11-25 02:24:19 main:581] : INFO : Epoch 1001 | loss: 0.000162385 | val_loss: 0.000453906 | Time: 2449.36 ms
[2020-11-25 02:24:21 main:581] : INFO : Epoch 1002 | loss: 0.000349413 | val_loss: 0.000249476 | Time: 2633.69 ms
[2020-11-25 02:24:24 main:581] : INFO : Epoch 1003 | loss: 0.000181201 | val_loss: 0.000171514 | Time: 2329.12 ms
[2020-11-25 02:24:26 main:581] : INFO : Epoch 1004 | loss: 0.00020621 | val_loss: 0.000618294 | Time: 2565.32 ms
[2020-11-25 02:24:29 main:581] : INFO : Epoch 1005 | loss: 0.000274024 | val_loss: 0.000172 | Time: 2395.81 ms
[2020-11-25 02:24:31 main:581] : INFO : Epoch 1006 | loss: 0.00015238 | val_loss: 0.000149626 | Time: 2308.63 ms
[2020-11-25 02:24:33 main:581] : INFO : Epoch 1007 | loss: 0.000182931 | val_loss: 0.000636451 | Time: 2299.5 ms
[2020-11-25 02:24:36 main:581] : INFO : Epoch 1008 | loss: 0.000308952 | val_loss: 0.000235562 | Time: 2503.48 ms
[2020-11-25 02:24:38 main:581] : INFO : Epoch 1009 | loss: 0.000171475 | val_loss: 0.00016301 | Time: 2302.36 ms
[2020-11-25 02:24:40 main:581] : INFO : Epoch 1010 | loss: 0.000139151 | val_loss: 0.000148115 | Time: 2293.14 ms
[2020-11-25 02:24:43 main:581] : INFO : Epoch 1011 | loss: 0.000168115 | val_loss: 0.000201373 | Time: 2333.37 ms
[2020-11-25 02:24:45 main:581] : INFO : Epoch 1012 | loss: 0.00014779 | val_loss: 0.000143724 | Time: 2319.88 ms
[2020-11-25 02:24:47 main:581] : INFO : Epoch 1013 | loss: 0.00013242 | val_loss: 0.000164057 | Time: 2308.34 ms
[2020-11-25 02:24:50 main:581] : INFO : Epoch 1014 | loss: 0.000208623 | val_loss: 0.000188206 | Time: 2304.66 ms
[2020-11-25 02:24:52 main:581] : INFO : Epoch 1015 | loss: 0.000148543 | val_loss: 0.000151763 | Time: 2349.35 ms
[2020-11-25 02:24:54 main:581] : INFO : Epoch 1016 | loss: 0.00015942 | val_loss: 0.000339676 | Time: 2328.82 ms
[2020-11-25 02:24:57 main:581] : INFO : Epoch 1017 | loss: 0.000220035 | val_loss: 0.000158356 | Time: 2397.29 ms
[2020-11-25 02:24:59 main:581] : INFO : Epoch 1018 | loss: 0.00013856 | val_loss: 0.000153663 | Time: 2295.58 ms
[2020-11-25 02:25:01 main:581] : INFO : Epoch 1019 | loss: 0.000219041 | val_loss: 0.000331207 | Time: 2358.02 ms
[2020-11-25 02:25:04 main:581] : INFO : Epoch 1020 | loss: 0.000191377 | val_loss: 0.000160101 | Time: 2325.76 ms
[2020-11-25 02:25:06 main:581] : INFO : Epoch 1021 | loss: 0.000135316 | val_loss: 0.000139955 | Time: 2176.42 ms
[2020-11-25 02:25:08 main:581] : INFO : Epoch 1022 | loss: 0.000292031 | val_loss: 0.00023323 | Time: 2225.22 ms
[2020-11-25 02:25:10 main:581] : INFO : Epoch 1023 | loss: 0.000212481 | val_loss: 0.000161208 | Time: 2261.47 ms
[2020-11-25 02:25:13 main:581] : INFO : Epoch 1024 | loss: 0.000145818 | val_loss: 0.000147467 | Time: 2191.63 ms
[2020-11-25 02:25:13 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.000147467
[2020-11-25 02:25:13 main:610] : INFO : Saving end state to config to file
[2020-11-25 02:25:13 main:615] : INFO : Success, exiting..
02:25:13 (1195276): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)