Task 3323208
| Name | EightBitModified-1605455513-30806-6_1 |
| Workunit | 1501468 |
| Created | 18 Dec 2020, 1:25:37 UTC |
| Sent | 18 Dec 2020, 2:27:43 UTC |
| Report deadline | 25 Dec 2020, 2:27:43 UTC |
| Received | 18 Dec 2020, 8:12:22 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4379 |
| Run time | 39 min 17 sec |
| CPU time | 39 min 12 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,498.72 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 | 10.46 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.14</core_client_version> <![CDATA[ <stderr_txt> ime: 2314.55 ms [2020-12-18 02:31:47 main:581] : INFO : Epoch 519 | loss: 0.00229128 | val_loss: 0.00214293 | Time: 2313.56 ms [2020-12-18 02:31:49 main:581] : INFO : Epoch 520 | loss: 0.00211223 | val_loss: 0.0020964 | Time: 2295.62 ms [2020-12-18 02:31:51 main:581] : INFO : Epoch 521 | loss: 0.00209222 | val_loss: 0.00208535 | Time: 2298.65 ms [2020-12-18 02:31:54 main:581] : INFO : Epoch 522 | loss: 0.00206958 | val_loss: 0.00206479 | Time: 2286.55 ms [2020-12-18 02:31:56 main:581] : INFO : Epoch 523 | loss: 0.00205438 | val_loss: 0.00205231 | Time: 2277.12 ms [2020-12-18 02:31:58 main:581] : INFO : Epoch 524 | loss: 0.00204871 | val_loss: 0.00204966 | Time: 2289.35 ms [2020-12-18 02:32:01 main:581] : INFO : Epoch 525 | loss: 0.00205566 | val_loss: 0.00215568 | Time: 2291.06 ms [2020-12-18 02:32:03 main:581] : INFO : Epoch 526 | loss: 0.00212447 | val_loss: 0.00206882 | Time: 2294.24 ms [2020-12-18 02:32:05 main:581] : INFO : Epoch 527 | loss: 0.00205531 | val_loss: 0.00202814 | Time: 2300.98 ms [2020-12-18 02:32:08 main:581] : INFO : Epoch 528 | loss: 0.00202548 | val_loss: 0.0020134 | Time: 2317.93 ms [2020-12-18 02:32:10 main:581] : INFO : Epoch 529 | loss: 0.00201112 | val_loss: 0.00200839 | Time: 2305.84 ms [2020-12-18 02:32:12 main:581] : INFO : Epoch 530 | loss: 0.0020056 | val_loss: 0.00200105 | Time: 2301.77 ms [2020-12-18 02:32:14 main:581] : INFO : Epoch 531 | loss: 0.0020016 | val_loss: 0.00199859 | Time: 2307.95 ms [2020-12-18 02:32:17 main:581] : INFO : Epoch 532 | loss: 0.00199916 | val_loss: 0.00199334 | Time: 2307.02 ms [2020-12-18 02:32:19 main:581] : INFO : Epoch 533 | loss: 0.001998 | val_loss: 0.00199437 | Time: 2317.51 ms [2020-12-18 02:32:21 main:581] : INFO : Epoch 534 | loss: 0.00199744 | val_loss: 0.00199342 | Time: 2313.71 ms [2020-12-18 02:32:24 main:581] : INFO : Epoch 535 | loss: 0.00199504 | val_loss: 0.00199373 | Time: 2309.49 ms [2020-12-18 02:32:26 main:581] : INFO : Epoch 536 | loss: 0.00199475 | val_loss: 0.00199008 | Time: 2312.54 ms [2020-12-18 02:32:28 main:581] : INFO : Epoch 537 | loss: 0.00199354 | val_loss: 0.0019925 | Time: 2305.67 ms [2020-12-18 02:32:31 main:581] : INFO : Epoch 538 | loss: 0.0019956 | val_loss: 0.00199491 | Time: 2308.71 ms [2020-12-18 02:32:33 main:581] : INFO : Epoch 539 | loss: 0.00199405 | val_loss: 0.00199057 | Time: 2307.21 ms [2020-12-18 02:32:35 main:581] : INFO : Epoch 540 | loss: 0.00199026 | val_loss: 0.00198954 | Time: 2300.17 ms [2020-12-18 02:32:38 main:581] : INFO : Epoch 541 | loss: 0.00199023 | val_loss: 0.00198993 | Time: 2325.5 ms [2020-12-18 02:32:40 main:581] : INFO : Epoch 542 | loss: 0.00199101 | val_loss: 0.00198985 | Time: 2304.51 ms [2020-12-18 02:32:42 main:581] : INFO : Epoch 543 | loss: 0.00199116 | val_loss: 0.0019879 | Time: 2319.71 ms [2020-12-18 02:32:45 main:581] : INFO : Epoch 544 | loss: 0.00199038 | val_loss: 0.00198759 | Time: 2336.8 ms [2020-12-18 02:32:47 main:581] : INFO : Epoch 545 | loss: 0.00198762 | val_loss: 0.0019841 | Time: 2345.06 ms [2020-12-18 02:32:49 main:581] : INFO : Epoch 546 | loss: 0.00198739 | val_loss: 0.00198516 | Time: 2340.44 ms [2020-12-18 02:32:52 main:581] : INFO : Epoch 547 | loss: 0.00198861 | val_loss: 0.00199127 | Time: 2343.67 ms [2020-12-18 02:32:54 main:581] : INFO : Epoch 548 | loss: 0.00199332 | val_loss: 0.00199676 | Time: 2319.74 ms [2020-12-18 02:32:56 main:581] : INFO : Epoch 549 | loss: 0.00199132 | val_loss: 0.00198693 | Time: 2311.67 ms [2020-12-18 02:32:58 main:581] : INFO : Epoch 550 | loss: 0.00199046 | val_loss: 0.00198825 | Time: 2304.68 ms [2020-12-18 02:33:01 main:581] : INFO : Epoch 551 | loss: 0.0019933 | val_loss: 0.00198838 | Time: 2301.58 ms [2020-12-18 02:33:03 main:581] : INFO : Epoch 552 | loss: 0.00199165 | val_loss: 0.00198854 | Time: 2303.8 ms [2020-12-18 02:33:05 main:581] : INFO : Epoch 553 | loss: 0.00198886 | val_loss: 0.00198521 | Time: 2301.27 ms [2020-12-18 02:33:08 main:581] : INFO : Epoch 554 | loss: 0.00198985 | val_loss: 0.00198458 | Time: 2308.37 ms [2020-12-18 02:33:10 main:581] : INFO : Epoch 555 | loss: 0.00198701 | val_loss: 0.00198579 | Time: 2290.61 ms [2020-12-18 02:33:12 main:581] : INFO : Epoch 556 | loss: 0.00198692 | val_loss: 0.00198071 | Time: 2298.09 ms [2020-12-18 02:33:15 main:581] : INFO : Epoch 557 | loss: 0.00198883 | val_loss: 0.00198333 | Time: 2278.17 ms [2020-12-18 02:33:17 main:581] : INFO : Epoch 558 | loss: 0.00198923 | val_loss: 0.00198017 | Time: 2352.77 ms [2020-12-18 02:33:19 main:581] : INFO : Epoch 559 | loss: 0.00198572 | val_loss: 0.0019802 | Time: 2299.74 ms [2020-12-18 02:33:22 main:581] : INFO : Epoch 560 | loss: 0.00198252 | val_loss: 0.00197779 | Time: 2292.24 ms [2020-12-18 02:33:24 main:581] : INFO : Epoch 561 | loss: 0.00198604 | val_loss: 0.00198391 | Time: 2287.12 ms [2020-12-18 02:33:26 main:581] : INFO : Epoch 562 | loss: 0.0019891 | val_loss: 0.00197728 | Time: 2300.22 ms [2020-12-18 02:33:28 main:581] : INFO : Epoch 563 | loss: 0.00198823 | val_loss: 0.00197855 | Time: 2296.92 ms [2020-12-18 02:33:31 main:581] : INFO : Epoch 564 | loss: 0.00198502 | val_loss: 0.00198262 | Time: 2292.06 ms [2020-12-18 02:33:33 main:581] : INFO : Epoch 565 | loss: 0.0019857 | val_loss: 0.0019834 | Time: 2296.88 ms [2020-12-18 02:33:35 main:581] : INFO : Epoch 566 | loss: 0.00198763 | val_loss: 0.00198534 | Time: 2306.16 ms [2020-12-18 02:33:38 main:581] : INFO : Epoch 567 | loss: 0.00198643 | val_loss: 0.00197615 | Time: 2293.81 ms [2020-12-18 02:33:40 main:581] : INFO : Epoch 568 | loss: 0.00198235 | val_loss: 0.00197568 | Time: 2293.65 ms [2020-12-18 02:33:42 main:581] : INFO : Epoch 569 | loss: 0.00198235 | val_loss: 0.00197728 | Time: 2306.2 ms [2020-12-18 02:33:44 main:581] : INFO : Epoch 570 | loss: 0.0019813 | val_loss: 0.00197703 | Time: 2290.47 ms [2020-12-18 02:33:47 main:581] : INFO : Epoch 571 | loss: 0.00198429 | val_loss: 0.00197601 | Time: 2290.92 ms [2020-12-18 02:33:49 main:581] : INFO : Epoch 572 | loss: 0.00198216 | val_loss: 0.00197608 | Time: 2294.82 ms [2020-12-18 02:33:51 main:581] : INFO : Epoch 573 | loss: 0.00198654 | val_loss: 0.0019847 | Time: 2286.61 ms [2020-12-18 02:33:54 main:581] : INFO : Epoch 574 | loss: 0.00198634 | val_loss: 0.00197911 | Time: 2278.02 ms [2020-12-18 02:33:56 main:581] : INFO : Epoch 575 | loss: 0.0019819 | val_loss: 0.00197948 | Time: 2278.11 ms [2020-12-18 02:33:58 main:581] : INFO : Epoch 576 | loss: 0.00198194 | val_loss: 0.00197943 | Time: 2279.72 ms [2020-12-18 02:34:00 main:581] : INFO : Epoch 577 | loss: 0.00198254 | val_loss: 0.00197391 | Time: 2308 ms [2020-12-18 02:34:03 main:581] : INFO : Epoch 578 | loss: 0.00198143 | val_loss: 0.0019768 | Time: 2300.9 ms [2020-12-18 02:34:05 main:581] : INFO : Epoch 579 | loss: 0.00198301 | val_loss: 0.0019769 | Time: 2299.79 ms [2020-12-18 02:34:07 main:581] : INFO : Epoch 580 | loss: 0.0019828 | val_loss: 0.00198004 | Time: 2276.24 ms [2020-12-18 02:34:10 main:581] : INFO : Epoch 581 | loss: 0.00198209 | val_loss: 0.0019784 | Time: 2297.82 ms [2020-12-18 02:34:12 main:581] : INFO : Epoch 582 | loss: 0.00198142 | val_loss: 0.00197735 | Time: 2307.61 ms [2020-12-18 02:34:14 main:581] : INFO : Epoch 583 | loss: 0.00198837 | val_loss: 0.00197754 | Time: 2316.61 ms [2020-12-18 02:34:17 main:581] : INFO : Epoch 584 | loss: 0.00198423 | val_loss: 0.00197695 | Time: 2307.75 ms [2020-12-18 02:34:19 main:581] : INFO : Epoch 585 | loss: 0.00198109 | val_loss: 0.0019761 | Time: 2299.45 ms [2020-12-18 02:34:21 main:581] : INFO : Epoch 586 | loss: 0.00198522 | val_loss: 0.00197684 | Time: 2299.08 ms [2020-12-18 02:34:23 main:581] : INFO : Epoch 587 | loss: 0.00198443 | val_loss: 0.00197931 | Time: 2296.01 ms [2020-12-18 02:34:26 main:581] : INFO : Epoch 588 | loss: 0.00198268 | val_loss: 0.00197789 | Time: 2307.42 ms [2020-12-18 02:34:28 main:581] : INFO : Epoch 589 | loss: 0.00198328 | val_loss: 0.00197339 | Time: 2315.48 ms [2020-12-18 02:34:30 main:581] : INFO : Epoch 590 | loss: 0.00198235 | val_loss: 0.00198239 | Time: 2315.44 ms [2020-12-18 02:34:33 main:581] : INFO : Epoch 591 | loss: 0.00198597 | val_loss: 0.00197886 | Time: 2304.97 ms [2020-12-18 02:34:35 main:581] : INFO : Epoch 592 | loss: 0.00198526 | val_loss: 0.00197778 | Time: 2296.57 ms [2020-12-18 02:34:37 main:581] : INFO : Epoch 593 | loss: 0.00198202 | val_loss: 0.00198006 | Time: 2303.93 ms [2020-12-18 02:34:40 main:581] : INFO : Epoch 594 | loss: 0.00198411 | val_loss: 0.00197574 | Time: 2297.71 ms [2020-12-18 02:34:42 main:581] : INFO : Epoch 595 | loss: 0.00198273 | val_loss: 0.00197797 | Time: 2294.67 ms [2020-12-18 02:34:44 main:581] : INFO : Epoch 596 | loss: 0.0019814 | val_loss: 0.00197768 | Time: 2301.66 ms [2020-12-18 02:34:47 main:581] : INFO : Epoch 597 | loss: 0.00198228 | val_loss: 0.00198097 | Time: 2294.33 ms [2020-12-18 02:34:49 main:581] : INFO : Epoch 598 | loss: 0.00198272 | val_loss: 0.00197399 | Time: 2312.25 ms [2020-12-18 02:34:51 main:581] : INFO : Epoch 599 | loss: 0.00198217 | val_loss: 0.00198036 | Time: 2337.37 ms [2020-12-18 02:34:53 main:581] : INFO : Epoch 600 | loss: 0.00198422 | val_loss: 0.00197988 | Time: 2314.38 ms [2020-12-18 02:34:56 main:581] : INFO : Epoch 601 | loss: 0.00198543 | val_loss: 0.00198436 | Time: 2303.96 ms [2020-12-18 02:34:58 main:581] : INFO : Epoch 602 | loss: 0.00198353 | val_loss: 0.00197741 | Time: 2297.14 ms [2020-12-18 02:35:00 main:581] : INFO : Epoch 603 | loss: 0.00198392 | val_loss: 0.00197795 | Time: 2288.9 ms [2020-12-18 02:35:03 main:581] : INFO : Epoch 604 | loss: 0.00198586 | val_loss: 0.00198119 | Time: 2293.76 ms [2020-12-18 02:35:05 main:581] : INFO : Epoch 605 | loss: 0.00198774 | val_loss: 0.00198148 | Time: 2301.06 ms [2020-12-18 02:35:07 main:581] : INFO : Epoch 606 | loss: 0.00198166 | val_loss: 0.00198178 | Time: 2302.28 ms [2020-12-18 02:35:10 main:581] : INFO : Epoch 607 | loss: 0.00198968 | val_loss: 0.00198803 | Time: 2306.24 ms [2020-12-18 02:35:12 main:581] : INFO : Epoch 608 | loss: 0.00198753 | val_loss: 0.00198065 | Time: 2308.12 ms [2020-12-18 02:35:14 main:581] : INFO : Epoch 609 | loss: 0.00198512 | val_loss: 0.00198112 | Time: 2311.55 ms [2020-12-18 02:35:17 main:581] : INFO : Epoch 610 | loss: 0.00199434 | val_loss: 0.0019811 | Time: 2295.5 ms [2020-12-18 02:35:19 main:581] : INFO : Epoch 611 | loss: 0.00198756 | val_loss: 0.00197428 | Time: 2300.77 ms [2020-12-18 02:35:21 main:581] : INFO : Epoch 612 | loss: 0.00198241 | val_loss: 0.00198517 | Time: 2300.02 ms [2020-12-18 02:35:23 main:581] : INFO : Epoch 613 | loss: 0.00198359 | val_loss: 0.0019816 | Time: 2300.24 ms [2020-12-18 02:35:26 main:581] : INFO : Epoch 614 | loss: 0.00198233 | val_loss: 0.00197608 | Time: 2312.61 ms [2020-12-18 02:35:28 main:581] : INFO : Epoch 615 | loss: 0.00198021 | val_loss: 0.0019754 | Time: 2282.2 ms [2020-12-18 02:35:30 main:581] : INFO : Epoch 616 | loss: 0.00198041 | val_loss: 0.00197458 | Time: 2288.32 ms [2020-12-18 02:35:33 main:581] : INFO : Epoch 617 | loss: 0.00198064 | val_loss: 0.00197967 | Time: 2312.33 ms [2020-12-18 02:35:35 main:581] : INFO : Epoch 618 | loss: 0.00198464 | val_loss: 0.0019789 | Time: 2328.25 ms [2020-12-18 02:35:37 main:581] : INFO : Epoch 619 | loss: 0.00198646 | val_loss: 0.00197466 | Time: 2349.24 ms [2020-12-18 02:35:40 main:581] : INFO : Epoch 620 | loss: 0.00198328 | val_loss: 0.00197587 | Time: 2338.36 ms [2020-12-18 02:35:42 main:581] : INFO : Epoch 621 | loss: 0.00198249 | val_loss: 0.00197597 | Time: 2343.88 ms [2020-12-18 02:35:44 main:581] : INFO : Epoch 622 | loss: 0.00198747 | val_loss: 0.00198349 | Time: 2320.49 ms [2020-12-18 02:35:47 main:581] : INFO : Epoch 623 | loss: 0.00198487 | val_loss: 0.00197586 | Time: 2288.46 ms [2020-12-18 02:35:49 main:581] : INFO : Epoch 624 | loss: 0.00198664 | val_loss: 0.0019758 | Time: 2313.78 ms [2020-12-18 02:35:51 main:581] : INFO : Epoch 625 | loss: 0.00198555 | val_loss: 0.00197946 | Time: 2324.63 ms [2020-12-18 02:35:54 main:581] : INFO : Epoch 626 | loss: 0.00198583 | val_loss: 0.00198763 | Time: 2315.43 ms [2020-12-18 02:35:56 main:581] : INFO : Epoch 627 | loss: 0.00198718 | val_loss: 0.00198259 | Time: 2295.56 ms [2020-12-18 02:35:58 main:581] : INFO : Epoch 628 | loss: 0.00198375 | val_loss: 0.00198211 | Time: 2291.65 ms [2020-12-18 02:36:00 main:581] : INFO : Epoch 629 | loss: 0.00198379 | val_loss: 0.00198097 | Time: 2284.84 ms [2020-12-18 02:36:03 main:581] : INFO : Epoch 630 | loss: 0.00198404 | val_loss: 0.00197821 | Time: 2278.87 ms [2020-12-18 02:36:05 main:581] : INFO : Epoch 631 | loss: 0.00198486 | val_loss: 0.0019749 | Time: 2281.9 ms [2020-12-18 02:36:07 main:581] : INFO : Epoch 632 | loss: 0.00198231 | val_loss: 0.00198592 | Time: 2284.25 ms [2020-12-18 02:36:10 main:581] : INFO : Epoch 633 | loss: 0.00198973 | val_loss: 0.00198369 | Time: 2279.51 ms [2020-12-18 02:36:12 main:581] : INFO : Epoch 634 | loss: 0.0019865 | val_loss: 0.00198573 | Time: 2280.72 ms [2020-12-18 02:36:14 main:581] : INFO : Epoch 635 | loss: 0.00198372 | val_loss: 0.00198853 | Time: 2284.31 ms [2020-12-18 02:36:16 main:581] : INFO : Epoch 636 | loss: 0.00198954 | val_loss: 0.00197664 | Time: 2294.92 ms [2020-12-18 02:36:19 main:581] : INFO : Epoch 637 | loss: 0.00198222 | val_loss: 0.00197592 | Time: 2285.11 ms [2020-12-18 02:36:21 main:581] : INFO : Epoch 638 | loss: 0.00198122 | val_loss: 0.00197758 | Time: 2290.13 ms [2020-12-18 02:36:23 main:581] : INFO : Epoch 639 | loss: 0.00198326 | val_loss: 0.00197954 | Time: 2278.78 ms [2020-12-18 02:36:26 main:581] : INFO : Epoch 640 | loss: 0.00198772 | val_loss: 0.0019768 | Time: 2299.92 ms [2020-12-18 02:36:28 main:581] : INFO : Epoch 641 | loss: 0.0019857 | val_loss: 0.00198187 | Time: 2294.15 ms [2020-12-18 02:36:30 main:581] : INFO : Epoch 642 | loss: 0.00199042 | val_loss: 0.00198082 | Time: 2288.25 ms [2020-12-18 02:36:32 main:581] : INFO : Epoch 643 | loss: 0.00198689 | val_loss: 0.00197567 | Time: 2299.42 ms [2020-12-18 02:36:35 main:581] : INFO : Epoch 644 | loss: 0.00198231 | val_loss: 0.00197619 | Time: 2285.77 ms [2020-12-18 02:36:37 main:581] : INFO : Epoch 645 | loss: 0.0019828 | val_loss: 0.00198222 | Time: 2283.81 ms [2020-12-18 02:36:39 main:581] : INFO : Epoch 646 | loss: 0.00199025 | val_loss: 0.00198583 | Time: 2292.67 ms [2020-12-18 02:36:42 main:581] : INFO : Epoch 647 | loss: 0.00198777 | val_loss: 0.00198377 | Time: 2286.4 ms [2020-12-18 02:36:44 main:581] : INFO : Epoch 648 | loss: 0.00198488 | val_loss: 0.00198069 | Time: 2282.43 ms [2020-12-18 02:36:46 main:581] : INFO : Epoch 649 | loss: 0.00198198 | val_loss: 0.0019763 | Time: 2274.3 ms [2020-12-18 02:36:48 main:581] : INFO : Epoch 650 | loss: 0.00198113 | val_loss: 0.00197766 | Time: 2275.18 ms [2020-12-18 02:36:51 main:581] : INFO : Epoch 651 | loss: 0.00198509 | val_loss: 0.00199835 | Time: 2289.68 ms [2020-12-18 02:36:53 main:581] : INFO : Epoch 652 | loss: 0.00199194 | val_loss: 0.00198204 | Time: 2284.56 ms [2020-12-18 02:36:55 main:581] : INFO : Epoch 653 | loss: 0.00198566 | val_loss: 0.00198644 | Time: 2278.39 ms [2020-12-18 02:36:58 main:581] : INFO : Epoch 654 | loss: 0.00198716 | val_loss: 0.00198972 | Time: 2278.43 ms [2020-12-18 02:37:00 main:581] : INFO : Epoch 655 | loss: 0.00198656 | val_loss: 0.00198641 | Time: 2289.64 ms [2020-12-18 02:37:02 main:581] : INFO : Epoch 656 | loss: 0.00198302 | val_loss: 0.00197969 | Time: 2287.86 ms [2020-12-18 02:37:04 main:581] : INFO : Epoch 657 | loss: 0.00198319 | val_loss: 0.00199412 | Time: 2274.05 ms [2020-12-18 02:37:07 main:581] : INFO : Epoch 658 | loss: 0.00199276 | val_loss: 0.00199759 | Time: 2287.78 ms [2020-12-18 02:37:09 main:581] : INFO : Epoch 659 | loss: 0.00199853 | val_loss: 0.00204479 | Time: 2291.35 ms [2020-12-18 02:37:11 main:581] : INFO : Epoch 660 | loss: 0.00200478 | val_loss: 0.00198754 | Time: 2290.62 ms [2020-12-18 02:37:14 main:581] : INFO : Epoch 661 | loss: 0.00198575 | val_loss: 0.00198274 | Time: 2287.39 ms [2020-12-18 02:37:16 main:581] : INFO : Epoch 662 | loss: 0.00198044 | val_loss: 0.00197801 | Time: 2281.21 ms [2020-12-18 02:37:18 main:581] : INFO : Epoch 663 | loss: 0.00198069 | val_loss: 0.00197646 | Time: 2285.54 ms [2020-12-18 02:37:20 main:581] : INFO : Epoch 664 | loss: 0.00198342 | val_loss: 0.00197866 | Time: 2280.86 ms [2020-12-18 02:37:23 main:581] : INFO : Epoch 665 | loss: 0.00198547 | val_loss: 0.00197833 | Time: 2281.54 ms [2020-12-18 02:37:25 main:581] : INFO : Epoch 666 | loss: 0.00198294 | val_loss: 0.00198173 | Time: 2280.3 ms [2020-12-18 02:37:27 main:581] : INFO : Epoch 667 | loss: 0.00197973 | val_loss: 0.00198106 | Time: 2279.04 ms [2020-12-18 02:37:30 main:581] : INFO : Epoch 668 | loss: 0.00197999 | val_loss: 0.00197768 | Time: 2291.36 ms [2020-12-18 02:37:32 main:581] : INFO : Epoch 669 | loss: 0.00198487 | val_loss: 0.0019839 | Time: 2284.47 ms [2020-12-18 02:37:34 main:581] : INFO : Epoch 670 | loss: 0.00198395 | val_loss: 0.0019786 | Time: 2283.85 ms [2020-12-18 02:37:36 main:581] : INFO : Epoch 671 | loss: 0.00198274 | val_loss: 0.0019777 | Time: 2289.05 ms [2020-12-18 02:37:39 main:581] : INFO : Epoch 672 | loss: 0.0019802 | val_loss: 0.00197609 | Time: 2270.2 ms [2020-12-18 02:37:41 main:581] : INFO : Epoch 673 | loss: 0.00198552 | val_loss: 0.00198555 | Time: 2273.23 ms [2020-12-18 02:37:43 main:581] : INFO : Epoch 674 | loss: 0.00199681 | val_loss: 0.00198919 | Time: 1932.58 ms [2020-12-18 02:37:45 main:581] : INFO : Epoch 675 | loss: 0.00199454 | val_loss: 0.00198515 | Time: 2215.39 ms [2020-12-18 02:37:47 main:581] : INFO : Epoch 676 | loss: 0.00199086 | val_loss: 0.0019837 | Time: 2286.2 ms [2020-12-18 02:37:50 main:581] : INFO : Epoch 677 | loss: 0.00198526 | val_loss: 0.00197974 | Time: 2294.64 ms [2020-12-18 02:37:52 main:581] : INFO : Epoch 678 | loss: 0.0019841 | val_loss: 0.00197693 | Time: 2303.13 ms [2020-12-18 02:37:54 main:581] : INFO : Epoch 679 | loss: 0.00198178 | val_loss: 0.00198487 | Time: 2040.54 ms [2020-12-18 02:37:56 main:581] : INFO : Epoch 680 | loss: 0.00198478 | val_loss: 0.00198676 | Time: 1725.9 ms [2020-12-18 02:37:58 main:581] : INFO : Epoch 681 | loss: 0.00199463 | val_loss: 0.001987 | Time: 2342.18 ms [2020-12-18 02:38:00 main:581] : INFO : Epoch 682 | loss: 0.00198506 | val_loss: 0.00197313 | Time: 2340.17 ms [2020-12-18 02:38:03 main:581] : INFO : Epoch 683 | loss: 0.00198271 | val_loss: 0.00198243 | Time: 2364.13 ms [2020-12-18 02:38:05 main:581] : INFO : Epoch 684 | loss: 0.00198436 | val_loss: 0.00197968 | Time: 2350.66 ms [2020-12-18 02:38:07 main:581] : INFO : Epoch 685 | loss: 0.0019821 | val_loss: 0.00198057 | Time: 2333.11 ms [2020-12-18 02:38:10 main:581] : INFO : Epoch 686 | loss: 0.0019823 | val_loss: 0.00198331 | Time: 2330.94 ms [2020-12-18 02:38:12 main:581] : INFO : Epoch 687 | loss: 0.00198064 | val_loss: 0.00197758 | Time: 2336.31 ms [2020-12-18 02:38:14 main:581] : INFO : Epoch 688 | loss: 0.00198831 | val_loss: 0.00198396 | Time: 2308.89 ms [2020-12-18 02:38:17 main:581] : INFO : Epoch 689 | loss: 0.00198076 | val_loss: 0.00197632 | Time: 2309.25 ms [2020-12-18 02:38:19 main:581] : INFO : Epoch 690 | loss: 0.00197823 | val_loss: 0.00198274 | Time: 2307.77 ms [2020-12-18 02:38:21 main:581] : INFO : Epoch 691 | loss: 0.00197929 | val_loss: 0.00197694 | Time: 2304.77 ms [2020-12-18 02:38:24 main:581] : INFO : Epoch 692 | loss: 0.00198159 | val_loss: 0.00198268 | Time: 2314.24 ms [2020-12-18 02:38:26 main:581] : INFO : Epoch 693 | loss: 0.00198213 | val_loss: 0.00197899 | Time: 2306.02 ms [2020-12-18 02:38:28 main:581] : INFO : Epoch 694 | loss: 0.00198592 | val_loss: 0.00197835 | Time: 2314 ms [2020-12-18 02:38:31 main:581] : INFO : Epoch 695 | loss: 0.00198364 | val_loss: 0.0019916 | Time: 2314.31 ms [2020-12-18 02:38:33 main:581] : INFO : Epoch 696 | loss: 0.00198399 | val_loss: 0.00198519 | Time: 2317.44 ms [2020-12-18 02:38:35 main:581] : INFO : Epoch 697 | loss: 0.00198344 | val_loss: 0.00197979 | Time: 2317.41 ms [2020-12-18 02:38:38 main:581] : INFO : Epoch 698 | loss: 0.00198196 | val_loss: 0.00197719 | Time: 2308.58 ms [2020-12-18 02:38:40 main:581] : INFO : Epoch 699 | loss: 0.00197966 | val_loss: 0.00197653 | Time: 2315.55 ms [2020-12-18 02:38:42 main:581] : INFO : Epoch 700 | loss: 0.00198581 | val_loss: 0.00198492 | Time: 2310.08 ms [2020-12-18 02:38:44 main:581] : INFO : Epoch 701 | loss: 0.00198329 | val_loss: 0.00198905 | Time: 2310.96 ms [2020-12-18 02:38:47 main:581] : INFO : Epoch 702 | loss: 0.00198956 | val_loss: 0.00197646 | Time: 2324.04 ms [2020-12-18 02:38:49 main:581] : INFO : Epoch 703 | loss: 0.00198907 | val_loss: 0.00198433 | Time: 2315.92 ms [2020-12-18 02:38:51 main:581] : INFO : Epoch 704 | loss: 0.00198285 | val_loss: 0.00197635 | Time: 2317.2 ms [2020-12-18 02:38:54 main:581] : INFO : Epoch 705 | loss: 0.0019791 | val_loss: 0.0019789 | Time: 2306.69 ms [2020-12-18 02:38:56 main:581] : INFO : Epoch 706 | loss: 0.00198126 | val_loss: 0.00197622 | Time: 2266.6 ms [2020-12-18 02:38:58 main:581] : INFO : Epoch 707 | loss: 0.00197966 | val_loss: 0.00197797 | Time: 2300.58 ms [2020-12-18 02:39:01 main:581] : INFO : Epoch 708 | loss: 0.00198646 | val_loss: 0.00197938 | Time: 2292.94 ms [2020-12-18 02:39:03 main:581] : INFO : Epoch 709 | loss: 0.00198472 | val_loss: 0.0019794 | Time: 2304.99 ms [2020-12-18 02:39:05 main:581] : INFO : Epoch 710 | loss: 0.00198115 | val_loss: 0.00198384 | Time: 2320.39 ms [2020-12-18 02:39:08 main:581] : INFO : Epoch 711 | loss: 0.00198748 | val_loss: 0.00198226 | Time: 2317.47 ms [2020-12-18 02:39:10 main:581] : INFO : Epoch 712 | loss: 0.00198536 | val_loss: 0.00198171 | Time: 2313.04 ms [2020-12-18 02:39:12 main:581] : INFO : Epoch 713 | loss: 0.0019806 | val_loss: 0.00197722 | Time: 2315.97 ms [2020-12-18 02:39:14 main:581] : INFO : Epoch 714 | loss: 0.00197799 | val_loss: 0.00197708 | Time: 2312.7 ms [2020-12-18 02:39:17 main:581] : INFO : Epoch 715 | loss: 0.00197713 | val_loss: 0.00197747 | Time: 2310.1 ms [2020-12-18 02:39:19 main:581] : INFO : Epoch 716 | loss: 0.00198027 | val_loss: 0.00198707 | Time: 2309.55 ms [2020-12-18 02:39:21 main:581] : INFO : Epoch 717 | loss: 0.00198272 | val_loss: 0.00198463 | Time: 2319.92 ms [2020-12-18 02:39:24 main:581] : INFO : Epoch 718 | loss: 0.00198213 | val_loss: 0.0019901 | Time: 2250.23 ms [2020-12-18 02:39:25 main:581] : INFO : Epoch 719 | loss: 0.0019815 | val_loss: 0.00197688 | Time: 1799.79 ms [2020-12-18 02:39:28 main:581] : INFO : Epoch 720 | loss: 0.00197747 | val_loss: 0.00197497 | Time: 2279.91 ms [2020-12-18 02:39:30 main:581] : INFO : Epoch 721 | loss: 0.00197929 | val_loss: 0.00197849 | Time: 2300.21 ms [2020-12-18 02:39:32 main:581] : INFO : Epoch 722 | loss: 0.00198197 | val_loss: 0.00198045 | Time: 2314.42 ms [2020-12-18 02:39:35 main:581] : INFO : Epoch 723 | loss: 0.00199359 | val_loss: 0.00198767 | Time: 2315.48 ms [2020-12-18 02:39:37 main:581] : INFO : Epoch 724 | loss: 0.00227009 | val_loss: 0.00269048 | Time: 2298.58 ms [2020-12-18 02:39:39 main:581] : INFO : Epoch 725 | loss: 0.00272221 | val_loss: 0.00262947 | Time: 2317.43 ms [2020-12-18 02:39:42 main:581] : INFO : Epoch 726 | loss: 0.00212653 | val_loss: 0.00198968 | Time: 2308.12 ms [2020-12-18 02:39:44 main:581] : INFO : Epoch 727 | loss: 0.00198487 | val_loss: 0.00197554 | Time: 2306.27 ms [2020-12-18 02:39:46 main:581] : INFO : Epoch 728 | loss: 0.00198127 | val_loss: 0.00198322 | Time: 2316.21 ms [2020-12-18 02:39:49 main:581] : INFO : Epoch 729 | loss: 0.00198773 | val_loss: 0.00197403 | Time: 2310.04 ms [2020-12-18 02:39:51 main:581] : INFO : Epoch 730 | loss: 0.00198074 | val_loss: 0.0019796 | Time: 2322.7 ms [2020-12-18 02:39:53 main:581] : INFO : Epoch 731 | loss: 0.00197898 | val_loss: 0.00197596 | Time: 2330.84 ms [2020-12-18 02:39:56 main:581] : INFO : Epoch 732 | loss: 0.00198037 | val_loss: 0.00197669 | Time: 2339.15 ms [2020-12-18 02:39:58 main:581] : INFO : Epoch 733 | loss: 0.00198428 | val_loss: 0.00198102 | Time: 2339.82 ms [2020-12-18 02:40:00 main:581] : INFO : Epoch 734 | loss: 0.00198227 | val_loss: 0.00198012 | Time: 2326.89 ms [2020-12-18 02:40:03 main:581] : INFO : Epoch 735 | loss: 0.00198043 | val_loss: 0.00200886 | Time: 2316.75 ms [2020-12-18 02:40:05 main:581] : INFO : Epoch 736 | loss: 0.00199265 | val_loss: 0.00198258 | Time: 2311.18 ms [2020-12-18 02:40:07 main:581] : INFO : Epoch 737 | loss: 0.00198155 | val_loss: 0.00197921 | Time: 2317.38 ms [2020-12-18 02:40:09 main:581] : INFO : Epoch 738 | loss: 0.00198164 | val_loss: 0.00198197 | Time: 2322.56 ms [2020-12-18 02:40:12 main:581] : INFO : Epoch 739 | loss: 0.001977 | val_loss: 0.00198475 | Time: 2329.14 ms [2020-12-18 02:40:14 main:581] : INFO : Epoch 740 | loss: 0.00198161 | val_loss: 0.00197985 | Time: 2330.17 ms [2020-12-18 02:40:16 main:581] : INFO : Epoch 741 | loss: 0.00198231 | val_loss: 0.0019795 | Time: 2318.31 ms [2020-12-18 02:40:19 main:581] : INFO : Epoch 742 | loss: 0.00198458 | val_loss: 0.00198367 | Time: 2311.86 ms [2020-12-18 02:40:21 main:581] : INFO : Epoch 743 | loss: 0.00199109 | val_loss: 0.00198923 | Time: 2306.14 ms [2020-12-18 02:40:23 main:581] : INFO : Epoch 744 | loss: 0.00198671 | val_loss: 0.00198247 | Time: 2317.29 ms [2020-12-18 02:40:26 main:581] : INFO : Epoch 745 | loss: 0.0019841 | val_loss: 0.00198269 | Time: 2325.22 ms [2020-12-18 02:40:28 main:581] : INFO : Epoch 746 | loss: 0.00197991 | val_loss: 0.00199602 | Time: 2329.34 ms [2020-12-18 02:40:30 main:581] : INFO : Epoch 747 | loss: 0.00198456 | val_loss: 0.00197614 | Time: 2338.49 ms [2020-12-18 02:40:33 main:581] : INFO : Epoch 748 | loss: 0.00198031 | val_loss: 0.00197818 | Time: 2326.25 ms [2020-12-18 02:40:35 main:581] : INFO : Epoch 749 | loss: 0.00198595 | val_loss: 0.00197833 | Time: 2328.89 ms [2020-12-18 02:40:37 main:581] : INFO : Epoch 750 | loss: 0.00197902 | val_loss: 0.00197928 | Time: 2320.45 ms [2020-12-18 02:40:40 main:581] : INFO : Epoch 751 | loss: 0.00197788 | val_loss: 0.00197677 | Time: 2319.39 ms [2020-12-18 02:40:42 main:581] : INFO : Epoch 752 | loss: 0.00198576 | val_loss: 0.00199455 | Time: 2312.48 ms [2020-12-18 02:40:44 main:581] : INFO : Epoch 753 | loss: 0.00198484 | val_loss: 0.00197977 | Time: 2313.29 ms [2020-12-18 02:40:47 main:581] : INFO : Epoch 754 | loss: 0.00197949 | val_loss: 0.0019819 | Time: 2317.37 ms [2020-12-18 02:40:49 main:581] : INFO : Epoch 755 | loss: 0.00198396 | val_loss: 0.00197491 | Time: 2306.82 ms [2020-12-18 02:40:51 main:581] : INFO : Epoch 756 | loss: 0.0019812 | val_loss: 0.00198448 | Time: 2321.84 ms [2020-12-18 02:40:54 main:581] : INFO : Epoch 757 | loss: 0.00197915 | val_loss: 0.00197343 | Time: 2328.19 ms [2020-12-18 02:40:56 main:581] : INFO : Epoch 758 | loss: 0.00197796 | val_loss: 0.00197407 | Time: 2311.9 ms [2020-12-18 02:40:58 main:581] : INFO : Epoch 759 | loss: 0.00199372 | val_loss: 0.00198699 | Time: 2305 ms [2020-12-18 02:41:01 main:581] : INFO : Epoch 760 | loss: 0.00199221 | val_loss: 0.00198239 | Time: 2318.21 ms [2020-12-18 02:41:03 main:581] : INFO : Epoch 761 | loss: 0.00198262 | val_loss: 0.00198128 | Time: 2329.02 ms [2020-12-18 02:41:05 main:581] : INFO : Epoch 762 | loss: 0.00198441 | val_loss: 0.0019781 | Time: 2316.93 ms [2020-12-18 02:41:07 main:581] : INFO : Epoch 763 | loss: 0.00197676 | val_loss: 0.00197724 | Time: 2313.34 ms [2020-12-18 02:41:10 main:581] : INFO : Epoch 764 | loss: 0.00197987 | val_loss: 0.00197831 | Time: 2314.61 ms [2020-12-18 02:41:12 main:581] : INFO : Epoch 765 | loss: 0.00198082 | val_loss: 0.00197729 | Time: 2310.66 ms [2020-12-18 02:41:14 main:581] : INFO : Epoch 766 | loss: 0.00197921 | val_loss: 0.00197424 | Time: 2314.24 ms [2020-12-18 02:41:17 main:581] : INFO : Epoch 767 | loss: 0.00197599 | val_loss: 0.00196894 | Time: 2310.25 ms [2020-12-18 02:41:19 main:581] : INFO : Epoch 768 | loss: 0.00197835 | val_loss: 0.00197694 | Time: 2308.3 ms [2020-12-18 02:41:21 main:581] : INFO : Epoch 769 | loss: 0.00198598 | val_loss: 0.00199133 | Time: 2291.72 ms [2020-12-18 02:41:24 main:581] : INFO : Epoch 770 | loss: 0.00198606 | val_loss: 0.001976 | Time: 2294.16 ms [2020-12-18 02:41:26 main:581] : INFO : Epoch 771 | loss: 0.00197975 | val_loss: 0.00198361 | Time: 2312.77 ms [2020-12-18 02:41:28 main:581] : INFO : Epoch 772 | loss: 0.00199214 | val_loss: 0.00198967 | Time: 2327.49 ms [2020-12-18 02:41:31 main:581] : INFO : Epoch 773 | loss: 0.0019859 | val_loss: 0.0019781 | Time: 2320.54 ms [2020-12-18 02:41:33 main:581] : INFO : Epoch 774 | loss: 0.00197742 | val_loss: 0.00197289 | Time: 2302.64 ms [2020-12-18 02:41:35 main:581] : INFO : Epoch 775 | loss: 0.00197631 | val_loss: 0.00197533 | Time: 2299.06 ms [2020-12-18 02:41:37 main:581] : INFO : Epoch 776 | loss: 0.00197923 | val_loss: 0.00198098 | Time: 2294.88 ms [2020-12-18 02:41:40 main:581] : INFO : Epoch 777 | loss: 0.00197977 | val_loss: 0.00197288 | Time: 2303.93 ms [2020-12-18 02:41:42 main:581] : INFO : Epoch 778 | loss: 0.00197862 | val_loss: 0.00197716 | Time: 2295.91 ms [2020-12-18 02:41:44 main:581] : INFO : Epoch 779 | loss: 0.00197657 | val_loss: 0.00198001 | Time: 2304.36 ms [2020-12-18 02:41:47 main:581] : INFO : Epoch 780 | loss: 0.00197824 | val_loss: 0.00198611 | Time: 2293.66 ms [2020-12-18 02:41:49 main:581] : INFO : Epoch 781 | loss: 0.00198531 | val_loss: 0.00198824 | Time: 2308.02 ms [2020-12-18 02:41:51 main:581] : INFO : Epoch 782 | loss: 0.00197882 | val_loss: 0.00197817 | Time: 2296.33 ms [2020-12-18 02:41:54 main:581] : INFO : Epoch 783 | loss: 0.00197758 | val_loss: 0.00198655 | Time: 2299.39 ms [2020-12-18 02:41:56 main:581] : INFO : Epoch 784 | loss: 0.00198463 | val_loss: 0.00198165 | Time: 2301.61 ms [2020-12-18 02:41:58 main:581] : INFO : Epoch 785 | loss: 0.0019826 | val_loss: 0.00200603 | Time: 2298.97 ms [2020-12-18 02:42:00 main:581] : INFO : Epoch 786 | loss: 0.00198506 | val_loss: 0.00197916 | Time: 2295.1 ms [2020-12-18 02:42:03 main:581] : INFO : Epoch 787 | loss: 0.00197974 | val_loss: 0.00198059 | Time: 2305.73 ms [2020-12-18 02:42:05 main:581] : INFO : Epoch 788 | loss: 0.00197698 | val_loss: 0.00197863 | Time: 2275.6 ms [2020-12-18 02:42:07 main:581] : INFO : Epoch 789 | loss: 0.00197827 | val_loss: 0.00197802 | Time: 2339.22 ms [2020-12-18 02:42:10 main:581] : INFO : Epoch 790 | loss: 0.00198195 | val_loss: 0.00198249 | Time: 2323.63 ms [2020-12-18 02:42:12 main:581] : INFO : Epoch 791 | loss: 0.00197879 | val_loss: 0.00198045 | Time: 2337.66 ms [2020-12-18 02:42:14 main:581] : INFO : Epoch 792 | loss: 0.00198267 | val_loss: 0.00200076 | Time: 2335.5 ms [2020-12-18 02:42:17 main:581] : INFO : Epoch 793 | loss: 0.00198166 | val_loss: 0.00197936 | Time: 2348.46 ms [2020-12-18 02:42:19 main:581] : INFO : Epoch 794 | loss: 0.0019797 | val_loss: 0.00198433 | Time: 2338.4 ms [2020-12-18 02:42:21 main:581] : INFO : Epoch 795 | loss: 0.00198032 | val_loss: 0.00198444 | Time: 2363.3 ms [2020-12-18 02:42:24 main:581] : INFO : Epoch 796 | loss: 0.00197867 | val_loss: 0.00197584 | Time: 2300.88 ms [2020-12-18 02:42:26 main:581] : INFO : Epoch 797 | loss: 0.00197701 | val_loss: 0.00197898 | Time: 2293.65 ms [2020-12-18 02:42:28 main:581] : INFO : Epoch 798 | loss: 0.00197907 | val_loss: 0.0019796 | Time: 2301.27 ms [2020-12-18 02:42:31 main:581] : INFO : Epoch 799 | loss: 0.0019804 | val_loss: 0.00197573 | Time: 2307.44 ms [2020-12-18 02:42:33 main:581] : INFO : Epoch 800 | loss: 0.00198197 | val_loss: 0.0019786 | Time: 2300.92 ms [2020-12-18 02:42:35 main:581] : INFO : Epoch 801 | loss: 0.00197977 | val_loss: 0.00197613 | Time: 2305.34 ms [2020-12-18 02:42:38 main:581] : INFO : Epoch 802 | loss: 0.00197637 | val_loss: 0.00197832 | Time: 2292.9 ms [2020-12-18 02:42:40 main:581] : INFO : Epoch 803 | loss: 0.00197823 | val_loss: 0.00198979 | Time: 2307.05 ms [2020-12-18 02:42:42 main:581] : INFO : Epoch 804 | loss: 0.00198513 | val_loss: 0.00198329 | Time: 2316.53 ms [2020-12-18 02:42:45 main:581] : INFO : Epoch 805 | loss: 0.00197865 | val_loss: 0.00197412 | Time: 2322.28 ms [2020-12-18 02:42:47 main:581] : INFO : Epoch 806 | loss: 0.00198356 | val_loss: 0.00197835 | Time: 2313.6 ms [2020-12-18 02:42:49 main:581] : INFO : Epoch 807 | loss: 0.00198936 | val_loss: 0.0020034 | Time: 2313 ms [2020-12-18 02:42:51 main:581] : INFO : Epoch 808 | loss: 0.00199218 | val_loss: 0.0019903 | Time: 2314.63 ms [2020-12-18 02:42:54 main:581] : INFO : Epoch 809 | loss: 0.00198523 | val_loss: 0.00197972 | Time: 2317.74 ms [2020-12-18 02:42:56 main:581] : INFO : Epoch 810 | loss: 0.00197924 | val_loss: 0.001979 | Time: 2315.68 ms [2020-12-18 02:42:58 main:581] : INFO : Epoch 811 | loss: 0.00198497 | val_loss: 0.00198828 | Time: 2312.65 ms [2020-12-18 02:43:01 main:581] : INFO : Epoch 812 | loss: 0.00198401 | val_loss: 0.00198686 | Time: 2299.67 ms [2020-12-18 02:43:03 main:581] : INFO : Epoch 813 | loss: 0.00198244 | val_loss: 0.0019796 | Time: 2303.95 ms [2020-12-18 02:43:05 main:581] : INFO : Epoch 814 | loss: 0.00197576 | val_loss: 0.00198044 | Time: 2306.65 ms [2020-12-18 02:43:08 main:581] : INFO : Epoch 815 | loss: 0.00197487 | val_loss: 0.0019752 | Time: 2299.8 ms [2020-12-18 02:43:10 main:581] : INFO : Epoch 816 | loss: 0.00197435 | val_loss: 0.00197453 | Time: 2303.47 ms [2020-12-18 02:43:12 main:581] : INFO : Epoch 817 | loss: 0.00197535 | val_loss: 0.00197751 | Time: 2297.12 ms [2020-12-18 02:43:15 main:581] : INFO : Epoch 818 | loss: 0.00197559 | val_loss: 0.00198123 | Time: 2300.47 ms [2020-12-18 02:43:17 main:581] : INFO : Epoch 819 | loss: 0.00198246 | val_loss: 0.0019739 | Time: 2293.99 ms [2020-12-18 02:43:19 main:581] : INFO : Epoch 820 | loss: 0.00198022 | val_loss: 0.00197625 | Time: 2303.18 ms [2020-12-18 02:43:21 main:581] : INFO : Epoch 821 | loss: 0.00197646 | val_loss: 0.0019832 | Time: 2357.18 ms [2020-12-18 02:43:24 main:581] : INFO : Epoch 822 | loss: 0.00197957 | val_loss: 0.00197735 | Time: 2363.67 ms [2020-12-18 02:43:26 main:581] : INFO : Epoch 823 | loss: 0.00197642 | val_loss: 0.00197621 | Time: 2348.39 ms [2020-12-18 02:43:29 main:581] : INFO : Epoch 824 | loss: 0.00197661 | val_loss: 0.00196995 | Time: 2331.98 ms [2020-12-18 02:43:31 main:581] : INFO : Epoch 825 | loss: 0.00198474 | val_loss: 0.00197718 | Time: 2359.11 ms [2020-12-18 02:43:33 main:581] : INFO : Epoch 826 | loss: 0.00198218 | val_loss: 0.0019751 | Time: 2283.51 ms [2020-12-18 02:43:35 main:581] : INFO : Epoch 827 | loss: 0.00197514 | val_loss: 0.00197866 | Time: 2291.06 ms [2020-12-18 02:43:38 main:581] : INFO : Epoch 828 | loss: 0.00197507 | val_loss: 0.00197333 | Time: 2274.71 ms [2020-12-18 02:43:40 main:581] : INFO : Epoch 829 | loss: 0.00197471 | val_loss: 0.00197207 | Time: 2269.81 ms [2020-12-18 02:43:42 main:581] : INFO : Epoch 830 | loss: 0.00197908 | val_loss: 0.00199434 | Time: 2276.4 ms [2020-12-18 02:43:45 main:581] : INFO : Epoch 831 | loss: 0.00199927 | val_loss: 0.00198229 | Time: 2281.57 ms [2020-12-18 02:43:47 main:581] : INFO : Epoch 832 | loss: 0.00198042 | val_loss: 0.00198184 | Time: 2284.98 ms [2020-12-18 02:43:49 main:581] : INFO : Epoch 833 | loss: 0.00197723 | val_loss: 0.00197186 | Time: 2284.02 ms [2020-12-18 02:43:51 main:581] : INFO : Epoch 834 | loss: 0.00198008 | val_loss: 0.00198649 | Time: 2269.82 ms [2020-12-18 02:43:54 main:581] : INFO : Epoch 835 | loss: 0.00198024 | val_loss: 0.00197286 | Time: 2271.91 ms [2020-12-18 02:43:56 main:581] : INFO : Epoch 836 | loss: 0.00198161 | val_loss: 0.00197773 | Time: 2292.36 ms [2020-12-18 02:43:58 main:581] : INFO : Epoch 837 | loss: 0.00197513 | val_loss: 0.00197425 | Time: 2305.05 ms [2020-12-18 02:44:01 main:581] : INFO : Epoch 838 | loss: 0.00198077 | val_loss: 0.00199008 | Time: 2322.52 ms [2020-12-18 02:44:03 main:581] : INFO : Epoch 839 | loss: 0.00198182 | val_loss: 0.00198222 | Time: 2315.32 ms [2020-12-18 02:44:05 main:581] : INFO : Epoch 840 | loss: 0.00198078 | val_loss: 0.00197127 | Time: 2307.96 ms [2020-12-18 02:44:07 main:581] : INFO : Epoch 841 | loss: 0.00197712 | val_loss: 0.00197998 | Time: 2295.85 ms [2020-12-18 02:44:10 main:581] : INFO : Epoch 842 | loss: 0.00197694 | val_loss: 0.00197402 | Time: 2301.27 ms [2020-12-18 02:44:12 main:581] : INFO : Epoch 843 | loss: 0.00197302 | val_loss: 0.00197462 | Time: 2289.28 ms [2020-12-18 02:44:14 main:581] : INFO : Epoch 844 | loss: 0.00197628 | val_loss: 0.00198448 | Time: 2297.53 ms [2020-12-18 02:44:17 main:581] : INFO : Epoch 845 | loss: 0.00198643 | val_loss: 0.00199118 | Time: 2289.57 ms [2020-12-18 02:44:19 main:581] : INFO : Epoch 846 | loss: 0.00198387 | val_loss: 0.00199284 | Time: 2306.56 ms [2020-12-18 02:44:21 main:581] : INFO : Epoch 847 | loss: 0.00197625 | val_loss: 0.00196663 | Time: 2298.68 ms [2020-12-18 02:44:24 main:581] : INFO : Epoch 848 | loss: 0.00197182 | val_loss: 0.00197417 | Time: 2322.01 ms [2020-12-18 02:44:26 main:581] : INFO : Epoch 849 | loss: 0.00197547 | val_loss: 0.00197046 | Time: 2326.19 ms [2020-12-18 02:44:28 main:581] : INFO : Epoch 850 | loss: 0.00197712 | val_loss: 0.00197196 | Time: 2313.43 ms [2020-12-18 02:44:31 main:581] : INFO : Epoch 851 | loss: 0.00198113 | val_loss: 0.0019779 | Time: 2314.67 ms [2020-12-18 02:44:33 main:581] : INFO : Epoch 852 | loss: 0.00197567 | val_loss: 0.0019715 | Time: 2323.37 ms [2020-12-18 02:44:35 main:581] : INFO : Epoch 853 | loss: 0.00197015 | val_loss: 0.00197227 | Time: 2306.41 ms [2020-12-18 02:44:38 main:581] : INFO : Epoch 854 | loss: 0.00197519 | val_loss: 0.00197667 | Time: 2315.18 ms [2020-12-18 02:44:40 main:581] : INFO : Epoch 855 | loss: 0.00197751 | val_loss: 0.00197891 | Time: 2298.46 ms [2020-12-18 02:44:42 main:581] : INFO : Epoch 856 | loss: 0.00198039 | val_loss: 0.00197866 | Time: 2308.69 ms [2020-12-18 02:44:44 main:581] : INFO : Epoch 857 | loss: 0.00197535 | val_loss: 0.00197413 | Time: 2298.92 ms [2020-12-18 02:44:47 main:581] : INFO : Epoch 858 | loss: 0.00198267 | val_loss: 0.00199554 | Time: 2325.43 ms [2020-12-18 02:44:49 main:581] : INFO : Epoch 859 | loss: 0.00197882 | val_loss: 0.0019752 | Time: 2298.12 ms [2020-12-18 02:44:51 main:581] : INFO : Epoch 860 | loss: 0.00197563 | val_loss: 0.00197428 | Time: 2282.07 ms [2020-12-18 02:44:54 main:581] : INFO : Epoch 861 | loss: 0.00198645 | val_loss: 0.00197867 | Time: 2296.1 ms [2020-12-18 02:44:56 main:581] : INFO : Epoch 862 | loss: 0.00198151 | val_loss: 0.0019802 | Time: 2298.98 ms [2020-12-18 02:44:58 main:581] : INFO : Epoch 863 | loss: 0.00198663 | val_loss: 0.00200134 | Time: 2296.43 ms [2020-12-18 02:45:01 main:581] : INFO : Epoch 864 | loss: 0.0019935 | val_loss: 0.0019829 | Time: 2294.41 ms [2020-12-18 02:45:03 main:581] : INFO : Epoch 865 | loss: 0.00197982 | val_loss: 0.00197634 | Time: 2286.81 ms [2020-12-18 02:45:05 main:581] : INFO : Epoch 866 | loss: 0.00198262 | val_loss: 0.00199142 | Time: 2297.97 ms [2020-12-18 02:45:07 main:581] : INFO : Epoch 867 | loss: 0.00198439 | val_loss: 0.00198778 | Time: 2288.84 ms [2020-12-18 02:45:10 main:581] : INFO : Epoch 868 | loss: 0.00198986 | val_loss: 0.001988 | Time: 2288.38 ms [2020-12-18 02:45:12 main:581] : INFO : Epoch 869 | loss: 0.00198527 | val_loss: 0.00197883 | Time: 2291.29 ms [2020-12-18 02:45:14 main:581] : INFO : Epoch 870 | loss: 0.00198445 | val_loss: 0.00197855 | Time: 2294.7 ms [2020-12-18 02:45:17 main:581] : INFO : Epoch 871 | loss: 0.00198311 | val_loss: 0.00198274 | Time: 2282.24 ms [2020-12-18 02:45:19 main:581] : INFO : Epoch 872 | loss: 0.00198617 | val_loss: 0.00197683 | Time: 2290.5 ms [2020-12-18 02:45:21 main:581] : INFO : Epoch 873 | loss: 0.00197758 | val_loss: 0.00198103 | Time: 2294.33 ms [2020-12-18 02:45:23 main:581] : INFO : Epoch 874 | loss: 0.00198114 | val_loss: 0.00197254 | Time: 2311.96 ms [2020-12-18 02:45:26 main:581] : INFO : Epoch 875 | loss: 0.00197663 | val_loss: 0.00198172 | Time: 2316.52 ms [2020-12-18 02:45:28 main:581] : INFO : Epoch 876 | loss: 0.00197862 | val_loss: 0.00198246 | Time: 2310.2 ms [2020-12-18 02:45:30 main:581] : INFO : Epoch 877 | loss: 0.00198017 | val_loss: 0.00197248 | Time: 2315.33 ms [2020-12-18 02:45:33 main:581] : INFO : Epoch 878 | loss: 0.00198073 | val_loss: 0.00197579 | Time: 2314.87 ms [2020-12-18 02:45:35 main:581] : INFO : Epoch 879 | loss: 0.00198073 | val_loss: 0.00197751 | Time: 2320.27 ms [2020-12-18 02:45:37 main:581] : INFO : Epoch 880 | loss: 0.00197629 | val_loss: 0.00197183 | Time: 2312.48 ms [2020-12-18 02:45:40 main:581] : INFO : Epoch 881 | loss: 0.0019769 | val_loss: 0.00197707 | Time: 2293.79 ms [2020-12-18 02:45:42 main:581] : INFO : Epoch 882 | loss: 0.00197465 | val_loss: 0.0019813 | Time: 2310.23 ms [2020-12-18 02:45:44 main:581] : INFO : Epoch 883 | loss: 0.00198282 | val_loss: 0.00197712 | Time: 2305.33 ms [2020-12-18 02:45:47 main:581] : INFO : Epoch 884 | loss: 0.00197285 | val_loss: 0.00198185 | Time: 2304.39 ms [2020-12-18 02:45:49 main:581] : INFO : Epoch 885 | loss: 0.00197984 | val_loss: 0.001977 | Time: 2307.2 ms [2020-12-18 02:45:51 main:581] : INFO : Epoch 886 | loss: 0.00197305 | val_loss: 0.00196909 | Time: 2296.22 ms [2020-12-18 02:45:53 main:581] : INFO : Epoch 887 | loss: 0.00197699 | val_loss: 0.00197467 | Time: 2289.53 ms [2020-12-18 02:45:56 main:581] : INFO : Epoch 888 | loss: 0.0019777 | val_loss: 0.00197403 | Time: 2303.75 ms [2020-12-18 02:45:58 main:581] : INFO : Epoch 889 | loss: 0.00197406 | val_loss: 0.00197189 | Time: 2302.52 ms [2020-12-18 02:46:00 main:581] : INFO : Epoch 890 | loss: 0.00197728 | val_loss: 0.00197761 | Time: 2306.83 ms [2020-12-18 02:46:03 main:581] : INFO : Epoch 891 | loss: 0.00197703 | val_loss: 0.00197418 | Time: 2322.67 ms [2020-12-18 02:46:05 main:581] : INFO : Epoch 892 | loss: 0.00198604 | val_loss: 0.00199296 | Time: 2324.6 ms [2020-12-18 02:46:07 main:581] : INFO : Epoch 893 | loss: 0.00198758 | val_loss: 0.00198005 | Time: 2306.25 ms [2020-12-18 02:46:10 main:581] : INFO : Epoch 894 | loss: 0.00197627 | val_loss: 0.00197647 | Time: 2317.52 ms [2020-12-18 02:46:12 main:581] : INFO : Epoch 895 | loss: 0.00197506 | val_loss: 0.00198623 | Time: 2319.5 ms [2020-12-18 02:46:14 main:581] : INFO : Epoch 896 | loss: 0.00198042 | val_loss: 0.00197638 | Time: 2337.56 ms [2020-12-18 02:46:17 main:581] : INFO : Epoch 897 | loss: 0.0019781 | val_loss: 0.00197318 | Time: 2351.7 ms [2020-12-18 02:46:19 main:581] : INFO : Epoch 898 | loss: 0.00197518 | val_loss: 0.00197908 | Time: 2351.57 ms [2020-12-18 02:46:21 main:581] : INFO : Epoch 899 | loss: 0.00198573 | val_loss: 0.00198991 | Time: 2327.31 ms [2020-12-18 02:46:24 main:581] : INFO : Epoch 900 | loss: 0.00198551 | val_loss: 0.00198241 | Time: 2338.45 ms [2020-12-18 02:46:26 main:581] : INFO : Epoch 901 | loss: 0.00197663 | val_loss: 0.00196977 | Time: 2334.06 ms [2020-12-18 02:46:28 main:581] : INFO : Epoch 902 | loss: 0.0019748 | val_loss: 0.00197463 | Time: 2335.27 ms [2020-12-18 02:46:31 main:581] : INFO : Epoch 903 | loss: 0.00197839 | val_loss: 0.00197143 | Time: 2353.53 ms [2020-12-18 02:46:33 main:581] : INFO : Epoch 904 | loss: 0.00196975 | val_loss: 0.00196575 | Time: 2337.86 ms [2020-12-18 02:46:35 main:581] : INFO : Epoch 905 | loss: 0.00197318 | val_loss: 0.00196742 | Time: 2340 ms [2020-12-18 02:46:38 main:581] : INFO : Epoch 906 | loss: 0.0019752 | val_loss: 0.00197111 | Time: 2340.65 ms [2020-12-18 02:46:40 main:581] : INFO : Epoch 907 | loss: 0.00197573 | val_loss: 0.001971 | Time: 2314.39 ms [2020-12-18 02:46:42 main:581] : INFO : Epoch 908 | loss: 0.00197158 | val_loss: 0.00197116 | Time: 2282.97 ms [2020-12-18 02:46:45 main:581] : INFO : Epoch 909 | loss: 0.00196859 | val_loss: 0.0019643 | Time: 2303.08 ms [2020-12-18 02:46:47 main:581] : INFO : Epoch 910 | loss: 0.00197259 | val_loss: 0.00198243 | Time: 2335.5 ms [2020-12-18 02:46:49 main:581] : INFO : Epoch 911 | loss: 0.00197735 | val_loss: 0.00196956 | Time: 2309.13 ms [2020-12-18 02:46:52 main:581] : INFO : Epoch 912 | loss: 0.00197486 | val_loss: 0.00197156 | Time: 2309.24 ms [2020-12-18 02:46:54 main:581] : INFO : Epoch 913 | loss: 0.00197562 | val_loss: 0.00197757 | Time: 2301.91 ms [2020-12-18 02:46:56 main:581] : INFO : Epoch 914 | loss: 0.00197394 | val_loss: 0.00196932 | Time: 2302.91 ms [2020-12-18 02:46:58 main:581] : INFO : Epoch 915 | loss: 0.00197563 | val_loss: 0.00197325 | Time: 2308.56 ms [2020-12-18 02:47:01 main:581] : INFO : Epoch 916 | loss: 0.00197045 | val_loss: 0.0019704 | Time: 2295.18 ms [2020-12-18 02:47:03 main:581] : INFO : Epoch 917 | loss: 0.00197774 | val_loss: 0.0019752 | Time: 2286.52 ms [2020-12-18 02:47:05 main:581] : INFO : Epoch 918 | loss: 0.00197142 | val_loss: 0.00196926 | Time: 2290.31 ms [2020-12-18 02:47:08 main:581] : INFO : Epoch 919 | loss: 0.00197409 | val_loss: 0.00197218 | Time: 2293.03 ms [2020-12-18 02:47:10 main:581] : INFO : Epoch 920 | loss: 0.00196738 | val_loss: 0.00196646 | Time: 2272.03 ms [2020-12-18 02:47:12 main:581] : INFO : Epoch 921 | loss: 0.00196851 | val_loss: 0.00196884 | Time: 2276.9 ms [2020-12-18 02:47:14 main:581] : INFO : Epoch 922 | loss: 0.00197012 | val_loss: 0.00196419 | Time: 2286.76 ms [2020-12-18 02:47:17 main:581] : INFO : Epoch 923 | loss: 0.00197162 | val_loss: 0.00196571 | Time: 2287.53 ms [2020-12-18 02:47:19 main:581] : INFO : Epoch 924 | loss: 0.00196951 | val_loss: 0.00196903 | Time: 2298.08 ms [2020-12-18 02:47:21 main:581] : INFO : Epoch 925 | loss: 0.00197104 | val_loss: 0.00198737 | Time: 2307.01 ms [2020-12-18 02:47:24 main:581] : INFO : Epoch 926 | loss: 0.0019842 | val_loss: 0.00197686 | Time: 2302.95 ms [2020-12-18 02:47:26 main:581] : INFO : Epoch 927 | loss: 0.00197405 | val_loss: 0.00196774 | Time: 2289.51 ms [2020-12-18 02:47:28 main:581] : INFO : Epoch 928 | loss: 0.00197021 | val_loss: 0.00196771 | Time: 2328.11 ms [2020-12-18 02:47:31 main:581] : INFO : Epoch 929 | loss: 0.001972 | val_loss: 0.00197352 | Time: 2318.44 ms [2020-12-18 02:47:33 main:581] : INFO : Epoch 930 | loss: 0.00197161 | val_loss: 0.00196893 | Time: 2325.56 ms [2020-12-18 02:47:35 main:581] : INFO : Epoch 931 | loss: 0.00197958 | val_loss: 0.00199862 | Time: 2326.19 ms [2020-12-18 02:47:38 main:581] : INFO : Epoch 932 | loss: 0.00199905 | val_loss: 0.00198415 | Time: 2317.88 ms [2020-12-18 02:47:40 main:581] : INFO : Epoch 933 | loss: 0.00198169 | val_loss: 0.00197763 | Time: 2318.46 ms [2020-12-18 02:47:42 main:581] : INFO : Epoch 934 | loss: 0.00198073 | val_loss: 0.00199767 | Time: 2285.36 ms [2020-12-18 02:47:44 main:581] : INFO : Epoch 935 | loss: 0.00198104 | val_loss: 0.00198001 | Time: 2287.83 ms [2020-12-18 02:47:47 main:581] : INFO : Epoch 936 | loss: 0.00197898 | val_loss: 0.00197524 | Time: 2277.3 ms [2020-12-18 02:47:49 main:581] : INFO : Epoch 937 | loss: 0.00197812 | val_loss: 0.00197635 | Time: 2281.06 ms [2020-12-18 02:47:51 main:581] : INFO : Epoch 938 | loss: 0.00197648 | val_loss: 0.00197875 | Time: 2295.68 ms [2020-12-18 02:47:54 main:581] : INFO : Epoch 939 | loss: 0.00197742 | val_loss: 0.00197023 | Time: 2286.01 ms [2020-12-18 02:47:56 main:581] : INFO : Epoch 940 | loss: 0.00197598 | val_loss: 0.0019718 | Time: 2309.92 ms [2020-12-18 02:47:58 main:581] : INFO : Epoch 941 | loss: 0.00476787 | val_loss: 0.00485036 | Time: 2291.25 ms [2020-12-18 02:48:01 main:581] : INFO : Epoch 942 | loss: 0.00334465 | val_loss: 0.0023961 | Time: 2306.45 ms [2020-12-18 02:48:03 main:581] : INFO : Epoch 943 | loss: 0.0019934 | val_loss: 0.00174728 | Time: 2292.81 ms [2020-12-18 02:48:05 main:581] : INFO : Epoch 944 | loss: 0.00170099 | val_loss: 0.00167761 | Time: 2300.77 ms [2020-12-18 02:48:07 main:581] : INFO : Epoch 945 | loss: 0.00164092 | val_loss: 0.00164781 | Time: 2289.23 ms [2020-12-18 02:48:10 main:581] : INFO : Epoch 946 | loss: 0.0016239 | val_loss: 0.00164085 | Time: 2292.39 ms [2020-12-18 02:48:12 main:581] : INFO : Epoch 947 | loss: 0.00161842 | val_loss: 0.00163464 | Time: 2290.31 ms [2020-12-18 02:48:14 main:581] : INFO : Epoch 948 | loss: 0.00161425 | val_loss: 0.0016327 | Time: 2300.2 ms [2020-12-18 02:48:17 main:581] : INFO : Epoch 949 | loss: 0.00161284 | val_loss: 0.00163336 | Time: 2300.8 ms [2020-12-18 02:48:19 main:581] : INFO : Epoch 950 | loss: 0.00161305 | val_loss: 0.00163465 | Time: 2289.42 ms [2020-12-18 02:48:21 main:581] : INFO : Epoch 951 | loss: 0.00161269 | val_loss: 0.00163163 | Time: 2291.17 ms [2020-12-18 02:48:23 main:581] : INFO : Epoch 952 | loss: 0.00161159 | val_loss: 0.00163077 | Time: 2297.8 ms [2020-12-18 02:48:26 main:581] : INFO : Epoch 953 | loss: 0.00161146 | val_loss: 0.00163054 | Time: 2294.12 ms [2020-12-18 02:48:28 main:581] : INFO : Epoch 954 | loss: 0.00161109 | val_loss: 0.00162933 | Time: 2284.19 ms [2020-12-18 02:48:30 main:581] : INFO : Epoch 955 | loss: 0.00161068 | val_loss: 0.00163231 | Time: 2290 ms [2020-12-18 02:48:33 main:581] : INFO : Epoch 956 | loss: 0.00161149 | val_loss: 0.00162965 | Time: 2291.1 ms [2020-12-18 02:48:35 main:581] : INFO : Epoch 957 | loss: 0.00160901 | val_loss: 0.00162837 | Time: 2297.76 ms [2020-12-18 02:48:37 main:581] : INFO : Epoch 958 | loss: 0.00160811 | val_loss: 0.00163123 | Time: 2294.88 ms [2020-12-18 02:48:40 main:581] : INFO : Epoch 959 | loss: 0.00161008 | val_loss: 0.00162937 | Time: 2303.28 ms [2020-12-18 02:48:42 main:581] : INFO : Epoch 960 | loss: 0.001609 | val_loss: 0.00162839 | Time: 2298.44 ms [2020-12-18 02:48:44 main:581] : INFO : Epoch 961 | loss: 0.00160854 | val_loss: 0.00162918 | Time: 2287.87 ms [2020-12-18 02:48:46 main:581] : INFO : Epoch 962 | loss: 0.00160953 | val_loss: 0.00162669 | Time: 2296.73 ms [2020-12-18 02:48:49 main:581] : INFO : Epoch 963 | loss: 0.00160719 | val_loss: 0.00162719 | Time: 2294.63 ms [2020-12-18 02:48:51 main:581] : INFO : Epoch 964 | loss: 0.00160857 | val_loss: 0.0016294 | Time: 2286.5 ms [2020-12-18 02:48:53 main:581] : INFO : Epoch 965 | loss: 0.00160884 | val_loss: 0.00162756 | Time: 2298.98 ms [2020-12-18 02:48:56 main:581] : INFO : Epoch 966 | loss: 0.00160696 | val_loss: 0.00162648 | Time: 2303.19 ms [2020-12-18 02:48:58 main:581] : INFO : Epoch 967 | loss: 0.00160811 | val_loss: 0.0016317 | Time: 2299.16 ms [2020-12-18 02:49:00 main:581] : INFO : Epoch 968 | loss: 0.0016113 | val_loss: 0.00162982 | Time: 2291.28 ms [2020-12-18 02:49:02 main:581] : INFO : Epoch 969 | loss: 0.00160816 | val_loss: 0.00162697 | Time: 2299.48 ms [2020-12-18 02:49:05 main:581] : INFO : Epoch 970 | loss: 0.00160698 | val_loss: 0.00162407 | Time: 2306.66 ms [2020-12-18 02:49:07 main:581] : INFO : Epoch 971 | loss: 0.00163191 | val_loss: 0.00163841 | Time: 2286.28 ms [2020-12-18 02:49:09 main:581] : INFO : Epoch 972 | loss: 0.00161925 | val_loss: 0.00163367 | Time: 2303.11 ms [2020-12-18 02:49:12 main:581] : INFO : Epoch 973 | loss: 0.00161912 | val_loss: 0.00163914 | Time: 2294.72 ms [2020-12-18 02:49:14 main:581] : INFO : Epoch 974 | loss: 0.00161806 | val_loss: 0.00163249 | Time: 2314.46 ms [2020-12-18 02:49:16 main:581] : INFO : Epoch 975 | loss: 0.00161272 | val_loss: 0.00163012 | Time: 2305.69 ms [2020-12-18 02:49:19 main:581] : INFO : Epoch 976 | loss: 0.00161262 | val_loss: 0.00163188 | Time: 2298.08 ms [2020-12-18 02:49:21 main:581] : INFO : Epoch 977 | loss: 0.00161031 | val_loss: 0.00163058 | Time: 2312.99 ms [2020-12-18 02:49:23 main:581] : INFO : Epoch 978 | loss: 0.00161219 | val_loss: 0.0016292 | Time: 2305.38 ms [2020-12-18 02:49:26 main:581] : INFO : Epoch 979 | loss: 0.00161139 | val_loss: 0.00163095 | Time: 2307.79 ms [2020-12-18 02:49:28 main:581] : INFO : Epoch 980 | loss: 0.00173714 | val_loss: 0.00197728 | Time: 2306.33 ms [2020-12-18 02:49:30 main:581] : INFO : Epoch 981 | loss: 0.00198127 | val_loss: 0.00197886 | Time: 2298.22 ms [2020-12-18 02:49:32 main:581] : INFO : Epoch 982 | loss: 0.00198657 | val_loss: 0.00198779 | Time: 2292.32 ms [2020-12-18 02:49:35 main:581] : INFO : Epoch 983 | loss: 0.001985 | val_loss: 0.00198514 | Time: 2295.83 ms [2020-12-18 02:49:37 main:581] : INFO : Epoch 984 | loss: 0.00204562 | val_loss: 0.00201743 | Time: 2299.66 ms [2020-12-18 02:49:39 main:581] : INFO : Epoch 985 | loss: 0.00207203 | val_loss: 0.00205382 | Time: 2293.83 ms [2020-12-18 02:49:42 main:581] : INFO : Epoch 986 | loss: 0.00192067 | val_loss: 0.00131313 | Time: 2297.88 ms [2020-12-18 02:49:44 main:581] : INFO : Epoch 987 | loss: 0.000866335 | val_loss: 0.000559642 | Time: 2284.84 ms [2020-12-18 02:49:46 main:581] : INFO : Epoch 988 | loss: 0.000518133 | val_loss: 0.000566642 | Time: 2297.82 ms [2020-12-18 02:49:48 main:581] : INFO : Epoch 989 | loss: 0.000534757 | val_loss: 0.000587017 | Time: 2286.69 ms [2020-12-18 02:49:51 main:581] : INFO : Epoch 990 | loss: 0.00051906 | val_loss: 0.000553586 | Time: 2298.11 ms [2020-12-18 02:49:53 main:581] : INFO : Epoch 991 | loss: 0.000499174 | val_loss: 0.000539903 | Time: 2292.18 ms [2020-12-18 02:49:55 main:581] : INFO : Epoch 992 | loss: 0.000493295 | val_loss: 0.000537918 | Time: 2304.05 ms [2020-12-18 02:49:58 main:581] : INFO : Epoch 993 | loss: 0.000491864 | val_loss: 0.000538142 | Time: 2304.26 ms [2020-12-18 02:50:00 main:581] : INFO : Epoch 994 | loss: 0.000491292 | val_loss: 0.000536796 | Time: 2300.8 ms [2020-12-18 02:50:02 main:581] : INFO : Epoch 995 | loss: 0.000491827 | val_loss: 0.000537398 | Time: 2293.33 ms [2020-12-18 02:50:05 main:581] : INFO : Epoch 996 | loss: 0.000492173 | val_loss: 0.00055336 | Time: 2309.78 ms [2020-12-18 02:50:07 main:581] : INFO : Epoch 997 | loss: 0.000501648 | val_loss: 0.000537555 | Time: 2309.11 ms [2020-12-18 02:50:09 main:581] : INFO : Epoch 998 | loss: 0.000492766 | val_loss: 0.000537639 | Time: 2294.78 ms [2020-12-18 02:50:11 main:581] : INFO : Epoch 999 | loss: 0.00049282 | val_loss: 0.000546024 | Time: 2303.99 ms [2020-12-18 02:50:14 main:581] : INFO : Epoch 1000 | loss: 0.000499807 | val_loss: 0.000534677 | Time: 2297.97 ms [2020-12-18 02:50:16 main:581] : INFO : Epoch 1001 | loss: 0.000495679 | val_loss: 0.00054467 | Time: 2310.81 ms [2020-12-18 02:50:18 main:581] : INFO : Epoch 1002 | loss: 0.000494172 | val_loss: 0.000536045 | Time: 2305.3 ms [2020-12-18 02:50:21 main:581] : INFO : Epoch 1003 | loss: 0.000491407 | val_loss: 0.000537146 | Time: 2322.65 ms [2020-12-18 02:50:23 main:581] : INFO : Epoch 1004 | loss: 0.000491141 | val_loss: 0.000548314 | Time: 2329.9 ms [2020-12-18 02:50:25 main:581] : INFO : Epoch 1005 | loss: 0.000503175 | val_loss: 0.000552667 | Time: 2333.33 ms [2020-12-18 02:50:28 main:581] : INFO : Epoch 1006 | loss: 0.000499894 | val_loss: 0.000549892 | Time: 2336.72 ms [2020-12-18 02:50:30 main:581] : INFO : Epoch 1007 | loss: 0.000500548 | val_loss: 0.000567374 | Time: 2313.38 ms [2020-12-18 02:50:32 main:581] : INFO : Epoch 1008 | loss: 0.000508065 | val_loss: 0.000543154 | Time: 2305.97 ms [2020-12-18 02:50:35 main:581] : INFO : Epoch 1009 | loss: 0.000493837 | val_loss: 0.000540239 | Time: 2293.91 ms [2020-12-18 02:50:37 main:581] : INFO : Epoch 1010 | loss: 0.000495001 | val_loss: 0.000538356 | Time: 2287.14 ms [2020-12-18 02:50:39 main:581] : INFO : Epoch 1011 | loss: 0.000491153 | val_loss: 0.000534752 | Time: 2288.92 ms [2020-12-18 02:50:41 main:581] : INFO : Epoch 1012 | loss: 0.000490402 | val_loss: 0.000539121 | Time: 2280.12 ms [2020-12-18 02:50:44 main:581] : INFO : Epoch 1013 | loss: 0.000491649 | val_loss: 0.000540453 | Time: 2288.31 ms [2020-12-18 02:50:46 main:581] : INFO : Epoch 1014 | loss: 0.000493358 | val_loss: 0.000541846 | Time: 2278.86 ms [2020-12-18 02:50:48 main:581] : INFO : Epoch 1015 | loss: 0.000495977 | val_loss: 0.00053802 | Time: 2278.26 ms [2020-12-18 02:50:51 main:581] : INFO : Epoch 1016 | loss: 0.000491085 | val_loss: 0.00053782 | Time: 2294.91 ms [2020-12-18 02:50:53 main:581] : INFO : Epoch 1017 | loss: 0.000490926 | val_loss: 0.000537778 | Time: 2302.82 ms [2020-12-18 02:50:55 main:581] : INFO : Epoch 1018 | loss: 0.000491931 | val_loss: 0.000540756 | Time: 2299.45 ms [2020-12-18 02:50:58 main:581] : INFO : Epoch 1019 | loss: 0.000502224 | val_loss: 0.000577012 | Time: 2305 ms [2020-12-18 02:51:00 main:581] : INFO : Epoch 1020 | loss: 0.000503202 | val_loss: 0.000540068 | Time: 2306.91 ms [2020-12-18 02:51:02 main:581] : INFO : Epoch 1021 | loss: 0.000491735 | val_loss: 0.000537494 | Time: 2311.59 ms [2020-12-18 02:51:04 main:581] : INFO : Epoch 1022 | loss: 0.000492687 | val_loss: 0.000538286 | Time: 2300.16 ms [2020-12-18 02:51:07 main:581] : INFO : Epoch 1023 | loss: 0.000490718 | val_loss: 0.000541103 | Time: 2290.12 ms [2020-12-18 02:51:09 main:581] : INFO : Epoch 1024 | loss: 0.000493225 | val_loss: 0.000537587 | Time: 2298.93 ms [2020-12-18 02:51:09 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.000537587 [2020-12-18 02:51:09 main:610] : INFO : Saving end state to config to file [2020-12-18 02:51:09 main:615] : INFO : Success, exiting.. 02:51:09 (207027): 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)