Task 3281799
| Name | EightBitModified-1605932762-27498-8_0 |
| Workunit | 1553343 |
| Created | 14 Dec 2020, 20:02:52 UTC |
| Sent | 18 Dec 2020, 3:57:02 UTC |
| Report deadline | 25 Dec 2020, 3:57:02 UTC |
| Received | 18 Dec 2020, 17:52:44 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5259 |
| Run time | 24 min 57 sec |
| CPU time | 24 min 54 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 6,566.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.83 GB |
| Peak swap size | 13.42 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 0.00133019 | val_loss: 0.00136507 | Time: 1451.86 ms [2020-12-18 12:40:20 main:581] : INFO : Epoch 519 | loss: 0.00131355 | val_loss: 0.00135951 | Time: 1485.81 ms [2020-12-18 12:40:21 main:581] : INFO : Epoch 520 | loss: 0.00131706 | val_loss: 0.00139921 | Time: 1479.82 ms [2020-12-18 12:40:23 main:581] : INFO : Epoch 521 | loss: 0.00137058 | val_loss: 0.0013802 | Time: 1468.79 ms [2020-12-18 12:40:24 main:581] : INFO : Epoch 522 | loss: 0.00131966 | val_loss: 0.00136293 | Time: 1466.24 ms [2020-12-18 12:40:26 main:581] : INFO : Epoch 523 | loss: 0.00131319 | val_loss: 0.00136387 | Time: 1494.08 ms [2020-12-18 12:40:27 main:581] : INFO : Epoch 524 | loss: 0.00131244 | val_loss: 0.00135353 | Time: 1481.18 ms [2020-12-18 12:40:29 main:581] : INFO : Epoch 525 | loss: 0.00132278 | val_loss: 0.00138568 | Time: 1468.44 ms [2020-12-18 12:40:30 main:581] : INFO : Epoch 526 | loss: 0.00132894 | val_loss: 0.00135474 | Time: 1474.97 ms [2020-12-18 12:40:32 main:581] : INFO : Epoch 527 | loss: 0.00131567 | val_loss: 0.00136507 | Time: 1458.35 ms [2020-12-18 12:40:33 main:581] : INFO : Epoch 528 | loss: 0.0013478 | val_loss: 0.00137216 | Time: 1461.52 ms [2020-12-18 12:40:35 main:581] : INFO : Epoch 529 | loss: 0.00132075 | val_loss: 0.00135869 | Time: 1459.26 ms [2020-12-18 12:40:36 main:581] : INFO : Epoch 530 | loss: 0.00131286 | val_loss: 0.00135325 | Time: 1457.47 ms [2020-12-18 12:40:38 main:581] : INFO : Epoch 531 | loss: 0.00131607 | val_loss: 0.00139269 | Time: 1481.75 ms [2020-12-18 12:40:39 main:581] : INFO : Epoch 532 | loss: 0.00134282 | val_loss: 0.00137414 | Time: 1492.61 ms [2020-12-18 12:40:41 main:581] : INFO : Epoch 533 | loss: 0.00131862 | val_loss: 0.00135865 | Time: 1477.31 ms [2020-12-18 12:40:42 main:581] : INFO : Epoch 534 | loss: 0.00131756 | val_loss: 0.00136265 | Time: 1489.17 ms [2020-12-18 12:40:43 main:581] : INFO : Epoch 535 | loss: 0.0013139 | val_loss: 0.00135798 | Time: 1476.02 ms [2020-12-18 12:40:45 main:581] : INFO : Epoch 536 | loss: 0.00134749 | val_loss: 0.00135462 | Time: 1469.98 ms [2020-12-18 12:40:46 main:581] : INFO : Epoch 537 | loss: 0.00131658 | val_loss: 0.00135632 | Time: 1476.92 ms [2020-12-18 12:40:48 main:581] : INFO : Epoch 538 | loss: 0.00132045 | val_loss: 0.00136003 | Time: 1424.7 ms [2020-12-18 12:40:49 main:581] : INFO : Epoch 539 | loss: 0.00130991 | val_loss: 0.0013561 | Time: 1451.44 ms [2020-12-18 12:40:51 main:581] : INFO : Epoch 540 | loss: 0.0013234 | val_loss: 0.00142797 | Time: 1457.39 ms [2020-12-18 12:40:52 main:581] : INFO : Epoch 541 | loss: 0.0013596 | val_loss: 0.00137595 | Time: 1423.81 ms [2020-12-18 12:40:54 main:581] : INFO : Epoch 542 | loss: 0.00132208 | val_loss: 0.00137809 | Time: 1421.49 ms [2020-12-18 12:40:55 main:581] : INFO : Epoch 543 | loss: 0.00132184 | val_loss: 0.00136877 | Time: 1441.89 ms [2020-12-18 12:40:56 main:581] : INFO : Epoch 544 | loss: 0.00131511 | val_loss: 0.00136039 | Time: 1424.35 ms [2020-12-18 12:40:58 main:581] : INFO : Epoch 545 | loss: 0.00133631 | val_loss: 0.00136771 | Time: 1457.48 ms [2020-12-18 12:40:59 main:581] : INFO : Epoch 546 | loss: 0.00132345 | val_loss: 0.00135966 | Time: 1452.2 ms [2020-12-18 12:41:01 main:581] : INFO : Epoch 547 | loss: 0.00131662 | val_loss: 0.00135894 | Time: 1429.53 ms [2020-12-18 12:41:02 main:581] : INFO : Epoch 548 | loss: 0.00133308 | val_loss: 0.00137165 | Time: 1435.32 ms [2020-12-18 12:41:04 main:581] : INFO : Epoch 549 | loss: 0.00132418 | val_loss: 0.00136433 | Time: 1422.74 ms [2020-12-18 12:41:05 main:581] : INFO : Epoch 550 | loss: 0.00131281 | val_loss: 0.00135725 | Time: 1431.78 ms [2020-12-18 12:41:07 main:581] : INFO : Epoch 551 | loss: 0.00131139 | val_loss: 0.0013595 | Time: 1406.67 ms [2020-12-18 12:41:08 main:581] : INFO : Epoch 552 | loss: 0.00134444 | val_loss: 0.0013873 | Time: 1384.15 ms [2020-12-18 12:41:09 main:581] : INFO : Epoch 553 | loss: 0.00132266 | val_loss: 0.00136093 | Time: 1418.58 ms [2020-12-18 12:41:11 main:581] : INFO : Epoch 554 | loss: 0.00131422 | val_loss: 0.0013528 | Time: 1420.98 ms [2020-12-18 12:41:12 main:581] : INFO : Epoch 555 | loss: 0.0013132 | val_loss: 0.00135061 | Time: 1414.83 ms [2020-12-18 12:41:14 main:581] : INFO : Epoch 556 | loss: 0.0013409 | val_loss: 0.00143922 | Time: 1420.17 ms [2020-12-18 12:41:15 main:581] : INFO : Epoch 557 | loss: 0.00134452 | val_loss: 0.00136065 | Time: 1415.28 ms [2020-12-18 12:41:16 main:581] : INFO : Epoch 558 | loss: 0.00131882 | val_loss: 0.00136065 | Time: 1403.7 ms [2020-12-18 12:41:18 main:581] : INFO : Epoch 559 | loss: 0.00131261 | val_loss: 0.00134741 | Time: 1426.34 ms [2020-12-18 12:41:19 main:581] : INFO : Epoch 560 | loss: 0.0013121 | val_loss: 0.00136204 | Time: 1407.37 ms [2020-12-18 12:41:21 main:581] : INFO : Epoch 561 | loss: 0.00133326 | val_loss: 0.00136112 | Time: 1410.12 ms [2020-12-18 12:41:22 main:581] : INFO : Epoch 562 | loss: 0.00132266 | val_loss: 0.00135446 | Time: 1408.75 ms [2020-12-18 12:41:23 main:581] : INFO : Epoch 563 | loss: 0.00131686 | val_loss: 0.00135733 | Time: 1400.79 ms [2020-12-18 12:41:25 main:581] : INFO : Epoch 564 | loss: 0.00134715 | val_loss: 0.00138262 | Time: 1417.4 ms [2020-12-18 12:41:26 main:581] : INFO : Epoch 565 | loss: 0.00132463 | val_loss: 0.0013524 | Time: 1406.8 ms [2020-12-18 12:41:28 main:581] : INFO : Epoch 566 | loss: 0.00131512 | val_loss: 0.00135358 | Time: 1425.12 ms [2020-12-18 12:41:29 main:581] : INFO : Epoch 567 | loss: 0.00131186 | val_loss: 0.00135618 | Time: 1412.21 ms [2020-12-18 12:41:31 main:581] : INFO : Epoch 568 | loss: 0.00131345 | val_loss: 0.00137265 | Time: 1427.65 ms [2020-12-18 12:41:32 main:581] : INFO : Epoch 569 | loss: 0.00141516 | val_loss: 0.00141051 | Time: 1492.18 ms [2020-12-18 12:41:33 main:581] : INFO : Epoch 570 | loss: 0.00133532 | val_loss: 0.00135969 | Time: 1444.24 ms [2020-12-18 12:41:35 main:581] : INFO : Epoch 571 | loss: 0.00131318 | val_loss: 0.00134818 | Time: 1411.52 ms [2020-12-18 12:41:36 main:581] : INFO : Epoch 572 | loss: 0.00131044 | val_loss: 0.00134903 | Time: 1434.64 ms [2020-12-18 12:41:38 main:581] : INFO : Epoch 573 | loss: 0.00131331 | val_loss: 0.00134649 | Time: 1476.71 ms [2020-12-18 12:41:39 main:581] : INFO : Epoch 574 | loss: 0.00131549 | val_loss: 0.00135848 | Time: 1494.51 ms [2020-12-18 12:41:41 main:581] : INFO : Epoch 575 | loss: 0.00131389 | val_loss: 0.00134854 | Time: 1423.14 ms [2020-12-18 12:41:42 main:581] : INFO : Epoch 576 | loss: 0.00131004 | val_loss: 0.00136015 | Time: 1459.87 ms [2020-12-18 12:41:44 main:581] : INFO : Epoch 577 | loss: 0.00134911 | val_loss: 0.0013797 | Time: 1431.35 ms [2020-12-18 12:41:45 main:581] : INFO : Epoch 578 | loss: 0.00132221 | val_loss: 0.0013539 | Time: 1455.36 ms [2020-12-18 12:41:47 main:581] : INFO : Epoch 579 | loss: 0.00131089 | val_loss: 0.00135169 | Time: 1450.37 ms [2020-12-18 12:41:48 main:581] : INFO : Epoch 580 | loss: 0.00131087 | val_loss: 0.00136144 | Time: 1443.14 ms [2020-12-18 12:41:49 main:581] : INFO : Epoch 581 | loss: 0.00137281 | val_loss: 0.00138389 | Time: 1443.25 ms [2020-12-18 12:41:51 main:581] : INFO : Epoch 582 | loss: 0.00133261 | val_loss: 0.00137219 | Time: 1473.25 ms [2020-12-18 12:41:52 main:581] : INFO : Epoch 583 | loss: 0.00131509 | val_loss: 0.00135601 | Time: 1478.04 ms [2020-12-18 12:41:54 main:581] : INFO : Epoch 584 | loss: 0.0013101 | val_loss: 0.00135452 | Time: 1462.54 ms [2020-12-18 12:41:55 main:581] : INFO : Epoch 585 | loss: 0.0013086 | val_loss: 0.00135446 | Time: 1441.29 ms [2020-12-18 12:41:57 main:581] : INFO : Epoch 586 | loss: 0.00132636 | val_loss: 0.00141315 | Time: 1409.82 ms [2020-12-18 12:41:58 main:581] : INFO : Epoch 587 | loss: 0.00133413 | val_loss: 0.00136121 | Time: 1412.86 ms [2020-12-18 12:41:59 main:581] : INFO : Epoch 588 | loss: 0.00132019 | val_loss: 0.00137261 | Time: 1410.99 ms [2020-12-18 12:42:01 main:581] : INFO : Epoch 589 | loss: 0.00131836 | val_loss: 0.00135578 | Time: 1395.88 ms [2020-12-18 12:42:02 main:581] : INFO : Epoch 590 | loss: 0.00130902 | val_loss: 0.00136213 | Time: 1415.28 ms [2020-12-18 12:42:04 main:581] : INFO : Epoch 591 | loss: 0.00137564 | val_loss: 0.00141326 | Time: 1413.75 ms [2020-12-18 12:42:05 main:581] : INFO : Epoch 592 | loss: 0.00133495 | val_loss: 0.00136475 | Time: 1424.1 ms [2020-12-18 12:42:07 main:581] : INFO : Epoch 593 | loss: 0.00131554 | val_loss: 0.00135516 | Time: 1457.16 ms [2020-12-18 12:42:08 main:581] : INFO : Epoch 594 | loss: 0.00130869 | val_loss: 0.00135439 | Time: 1426.88 ms [2020-12-18 12:42:09 main:581] : INFO : Epoch 595 | loss: 0.00130885 | val_loss: 0.00135688 | Time: 1403.16 ms [2020-12-18 12:42:11 main:581] : INFO : Epoch 596 | loss: 0.00130958 | val_loss: 0.00135699 | Time: 1455.26 ms [2020-12-18 12:42:12 main:581] : INFO : Epoch 597 | loss: 0.00134497 | val_loss: 0.00136245 | Time: 1490.39 ms [2020-12-18 12:42:14 main:581] : INFO : Epoch 598 | loss: 0.00132167 | val_loss: 0.00135804 | Time: 1461.14 ms [2020-12-18 12:42:15 main:581] : INFO : Epoch 599 | loss: 0.00131431 | val_loss: 0.00135996 | Time: 1452.23 ms [2020-12-18 12:42:17 main:581] : INFO : Epoch 600 | loss: 0.00131604 | val_loss: 0.00137632 | Time: 1443.89 ms [2020-12-18 12:42:18 main:581] : INFO : Epoch 601 | loss: 0.00132067 | val_loss: 0.00137459 | Time: 1425.1 ms [2020-12-18 12:42:20 main:581] : INFO : Epoch 602 | loss: 0.00133693 | val_loss: 0.00136802 | Time: 1443.65 ms [2020-12-18 12:42:21 main:581] : INFO : Epoch 603 | loss: 0.00131744 | val_loss: 0.00136789 | Time: 1450.08 ms [2020-12-18 12:42:23 main:581] : INFO : Epoch 604 | loss: 0.00131858 | val_loss: 0.00138759 | Time: 1481.94 ms [2020-12-18 12:42:24 main:581] : INFO : Epoch 605 | loss: 0.00134279 | val_loss: 0.00136874 | Time: 1493.45 ms [2020-12-18 12:42:26 main:581] : INFO : Epoch 606 | loss: 0.00132263 | val_loss: 0.00136237 | Time: 1475.99 ms [2020-12-18 12:42:27 main:581] : INFO : Epoch 607 | loss: 0.00132735 | val_loss: 0.00137423 | Time: 1497.98 ms [2020-12-18 12:42:28 main:581] : INFO : Epoch 608 | loss: 0.001321 | val_loss: 0.00135996 | Time: 1483.84 ms [2020-12-18 12:42:30 main:581] : INFO : Epoch 609 | loss: 0.00132253 | val_loss: 0.00138354 | Time: 1456.75 ms [2020-12-18 12:42:31 main:581] : INFO : Epoch 610 | loss: 0.00132451 | val_loss: 0.00135814 | Time: 1455.33 ms [2020-12-18 12:42:33 main:581] : INFO : Epoch 611 | loss: 0.00132224 | val_loss: 0.00140914 | Time: 1422.96 ms [2020-12-18 12:42:34 main:581] : INFO : Epoch 612 | loss: 0.00136962 | val_loss: 0.00138092 | Time: 1428.29 ms [2020-12-18 12:42:36 main:581] : INFO : Epoch 613 | loss: 0.00132118 | val_loss: 0.00136233 | Time: 1407.4 ms [2020-12-18 12:42:37 main:581] : INFO : Epoch 614 | loss: 0.00131331 | val_loss: 0.00135377 | Time: 1435.74 ms [2020-12-18 12:42:39 main:581] : INFO : Epoch 615 | loss: 0.0013126 | val_loss: 0.00135248 | Time: 1430.91 ms [2020-12-18 12:42:40 main:581] : INFO : Epoch 616 | loss: 0.00130766 | val_loss: 0.00135326 | Time: 1432.61 ms [2020-12-18 12:42:41 main:581] : INFO : Epoch 617 | loss: 0.00134208 | val_loss: 0.0013698 | Time: 1434.7 ms [2020-12-18 12:42:43 main:581] : INFO : Epoch 618 | loss: 0.0013388 | val_loss: 0.00136384 | Time: 1433.31 ms [2020-12-18 12:42:44 main:581] : INFO : Epoch 619 | loss: 0.00131285 | val_loss: 0.00135817 | Time: 1425.46 ms [2020-12-18 12:42:46 main:581] : INFO : Epoch 620 | loss: 0.00133484 | val_loss: 0.00136703 | Time: 1416.8 ms [2020-12-18 12:42:47 main:581] : INFO : Epoch 621 | loss: 0.00131263 | val_loss: 0.00135834 | Time: 1432.3 ms [2020-12-18 12:42:49 main:581] : INFO : Epoch 622 | loss: 0.00130751 | val_loss: 0.00135129 | Time: 1399.99 ms [2020-12-18 12:42:50 main:581] : INFO : Epoch 623 | loss: 0.00130855 | val_loss: 0.00137721 | Time: 1418.73 ms [2020-12-18 12:42:51 main:581] : INFO : Epoch 624 | loss: 0.00134803 | val_loss: 0.00135781 | Time: 1404.96 ms [2020-12-18 12:42:53 main:581] : INFO : Epoch 625 | loss: 0.00131421 | val_loss: 0.00135592 | Time: 1435.59 ms [2020-12-18 12:42:54 main:581] : INFO : Epoch 626 | loss: 0.0013101 | val_loss: 0.00135117 | Time: 1448.88 ms [2020-12-18 12:42:56 main:581] : INFO : Epoch 627 | loss: 0.00130623 | val_loss: 0.00136148 | Time: 1447.69 ms [2020-12-18 12:42:57 main:581] : INFO : Epoch 628 | loss: 0.00135053 | val_loss: 0.00135846 | Time: 1456.22 ms [2020-12-18 12:42:59 main:581] : INFO : Epoch 629 | loss: 0.0013248 | val_loss: 0.00136226 | Time: 1471.85 ms [2020-12-18 12:43:00 main:581] : INFO : Epoch 630 | loss: 0.00131029 | val_loss: 0.00135382 | Time: 1439.71 ms [2020-12-18 12:43:01 main:581] : INFO : Epoch 631 | loss: 0.00130753 | val_loss: 0.0013492 | Time: 1457.23 ms [2020-12-18 12:43:03 main:581] : INFO : Epoch 632 | loss: 0.00132591 | val_loss: 0.00148574 | Time: 1472.3 ms [2020-12-18 12:43:04 main:581] : INFO : Epoch 633 | loss: 0.00136186 | val_loss: 0.00136973 | Time: 1445.64 ms [2020-12-18 12:43:06 main:581] : INFO : Epoch 634 | loss: 0.00131334 | val_loss: 0.00135391 | Time: 1456.84 ms [2020-12-18 12:43:07 main:581] : INFO : Epoch 635 | loss: 0.00130748 | val_loss: 0.00135462 | Time: 1455.23 ms [2020-12-18 12:43:09 main:581] : INFO : Epoch 636 | loss: 0.0013184 | val_loss: 0.00141397 | Time: 1452.6 ms [2020-12-18 12:43:10 main:581] : INFO : Epoch 637 | loss: 0.00135304 | val_loss: 0.00136393 | Time: 1462.26 ms [2020-12-18 12:43:12 main:581] : INFO : Epoch 638 | loss: 0.0013134 | val_loss: 0.00135384 | Time: 1475.55 ms [2020-12-18 12:43:13 main:581] : INFO : Epoch 639 | loss: 0.00130938 | val_loss: 0.00135569 | Time: 1456.85 ms [2020-12-18 12:43:15 main:581] : INFO : Epoch 640 | loss: 0.0013115 | val_loss: 0.00136594 | Time: 1438.28 ms [2020-12-18 12:43:16 main:581] : INFO : Epoch 641 | loss: 0.00131708 | val_loss: 0.00135448 | Time: 1465.73 ms [2020-12-18 12:43:18 main:581] : INFO : Epoch 642 | loss: 0.00132111 | val_loss: 0.00141804 | Time: 1477.13 ms [2020-12-18 12:43:19 main:581] : INFO : Epoch 643 | loss: 0.00133157 | val_loss: 0.00136028 | Time: 1458.14 ms [2020-12-18 12:43:20 main:581] : INFO : Epoch 644 | loss: 0.00131478 | val_loss: 0.00136551 | Time: 1481.05 ms [2020-12-18 12:43:22 main:581] : INFO : Epoch 645 | loss: 0.00131418 | val_loss: 0.00135876 | Time: 1485.55 ms [2020-12-18 12:43:23 main:581] : INFO : Epoch 646 | loss: 0.00131018 | val_loss: 0.00136222 | Time: 1466.06 ms [2020-12-18 12:43:25 main:581] : INFO : Epoch 647 | loss: 0.00135726 | val_loss: 0.00138742 | Time: 1478.66 ms [2020-12-18 12:43:26 main:581] : INFO : Epoch 648 | loss: 0.00132388 | val_loss: 0.00135492 | Time: 1447.76 ms [2020-12-18 12:43:28 main:581] : INFO : Epoch 649 | loss: 0.00130791 | val_loss: 0.00135208 | Time: 1489.71 ms [2020-12-18 12:43:29 main:581] : INFO : Epoch 650 | loss: 0.00131985 | val_loss: 0.00136341 | Time: 1454.11 ms [2020-12-18 12:43:31 main:581] : INFO : Epoch 651 | loss: 0.00132125 | val_loss: 0.00137576 | Time: 1466.43 ms [2020-12-18 12:43:32 main:581] : INFO : Epoch 652 | loss: 0.00131393 | val_loss: 0.00135522 | Time: 1455.17 ms [2020-12-18 12:43:34 main:581] : INFO : Epoch 653 | loss: 0.00132318 | val_loss: 0.00141926 | Time: 1466.47 ms [2020-12-18 12:43:35 main:581] : INFO : Epoch 654 | loss: 0.00134187 | val_loss: 0.00136189 | Time: 1437.13 ms [2020-12-18 12:43:37 main:581] : INFO : Epoch 655 | loss: 0.00131226 | val_loss: 0.00135893 | Time: 1422.33 ms [2020-12-18 12:43:38 main:581] : INFO : Epoch 656 | loss: 0.00130857 | val_loss: 0.00135738 | Time: 1448.8 ms [2020-12-18 12:43:39 main:581] : INFO : Epoch 657 | loss: 0.00134402 | val_loss: 0.00135432 | Time: 1459.34 ms [2020-12-18 12:43:41 main:581] : INFO : Epoch 658 | loss: 0.00131998 | val_loss: 0.00135868 | Time: 1509.49 ms [2020-12-18 12:43:42 main:581] : INFO : Epoch 659 | loss: 0.00130784 | val_loss: 0.00135052 | Time: 1453.33 ms [2020-12-18 12:43:44 main:581] : INFO : Epoch 660 | loss: 0.00131291 | val_loss: 0.00135961 | Time: 1477.82 ms [2020-12-18 12:43:45 main:581] : INFO : Epoch 661 | loss: 0.00264896 | val_loss: 0.014703 | Time: 1458.14 ms [2020-12-18 12:43:47 main:581] : INFO : Epoch 662 | loss: 0.00810141 | val_loss: 0.00397628 | Time: 1471.89 ms [2020-12-18 12:43:48 main:581] : INFO : Epoch 663 | loss: 0.00277321 | val_loss: 0.00209406 | Time: 1444.1 ms [2020-12-18 12:43:50 main:581] : INFO : Epoch 664 | loss: 0.00177387 | val_loss: 0.00163758 | Time: 1448.74 ms [2020-12-18 12:43:51 main:581] : INFO : Epoch 665 | loss: 0.00152114 | val_loss: 0.00151516 | Time: 1461.81 ms [2020-12-18 12:43:53 main:581] : INFO : Epoch 666 | loss: 0.00145761 | val_loss: 0.00147351 | Time: 1441.09 ms [2020-12-18 12:43:54 main:581] : INFO : Epoch 667 | loss: 0.00142218 | val_loss: 0.00145234 | Time: 1443.58 ms [2020-12-18 12:43:56 main:581] : INFO : Epoch 668 | loss: 0.00140695 | val_loss: 0.00143933 | Time: 1456.52 ms [2020-12-18 12:43:57 main:581] : INFO : Epoch 669 | loss: 0.00139873 | val_loss: 0.00142872 | Time: 1436.04 ms [2020-12-18 12:43:58 main:581] : INFO : Epoch 670 | loss: 0.00139275 | val_loss: 0.00142491 | Time: 1436.3 ms [2020-12-18 12:44:00 main:581] : INFO : Epoch 671 | loss: 0.00139074 | val_loss: 0.00141893 | Time: 1471.58 ms [2020-12-18 12:44:01 main:581] : INFO : Epoch 672 | loss: 0.00138344 | val_loss: 0.00141605 | Time: 1449.71 ms [2020-12-18 12:44:03 main:581] : INFO : Epoch 673 | loss: 0.00137911 | val_loss: 0.00141105 | Time: 1464.48 ms [2020-12-18 12:44:04 main:581] : INFO : Epoch 674 | loss: 0.00137793 | val_loss: 0.00140837 | Time: 1463.44 ms [2020-12-18 12:44:06 main:581] : INFO : Epoch 675 | loss: 0.00137682 | val_loss: 0.00140815 | Time: 1474.25 ms [2020-12-18 12:44:07 main:581] : INFO : Epoch 676 | loss: 0.00137641 | val_loss: 0.00140682 | Time: 1493.66 ms [2020-12-18 12:44:09 main:581] : INFO : Epoch 677 | loss: 0.00137632 | val_loss: 0.00140871 | Time: 1485.58 ms [2020-12-18 12:44:10 main:581] : INFO : Epoch 678 | loss: 0.00137556 | val_loss: 0.00141349 | Time: 1489.66 ms [2020-12-18 12:44:12 main:581] : INFO : Epoch 679 | loss: 0.00136848 | val_loss: 0.00139111 | Time: 1496.92 ms [2020-12-18 12:44:13 main:581] : INFO : Epoch 680 | loss: 0.00138531 | val_loss: 0.00142238 | Time: 1445.87 ms [2020-12-18 12:44:15 main:581] : INFO : Epoch 681 | loss: 0.00137201 | val_loss: 0.0014032 | Time: 1435.6 ms [2020-12-18 12:44:16 main:581] : INFO : Epoch 682 | loss: 0.00136875 | val_loss: 0.00140063 | Time: 1417.2 ms [2020-12-18 12:44:17 main:581] : INFO : Epoch 683 | loss: 0.00136199 | val_loss: 0.00140804 | Time: 1433.88 ms [2020-12-18 12:44:19 main:581] : INFO : Epoch 684 | loss: 0.00138316 | val_loss: 0.00144378 | Time: 1432.71 ms [2020-12-18 12:44:20 main:581] : INFO : Epoch 685 | loss: 0.00136997 | val_loss: 0.00140373 | Time: 1441.03 ms [2020-12-18 12:44:22 main:581] : INFO : Epoch 686 | loss: 0.00136213 | val_loss: 0.00140921 | Time: 1423.7 ms [2020-12-18 12:44:23 main:581] : INFO : Epoch 687 | loss: 0.00137001 | val_loss: 0.00139487 | Time: 1424.96 ms [2020-12-18 12:44:25 main:581] : INFO : Epoch 688 | loss: 0.00134413 | val_loss: 0.00138131 | Time: 1407.43 ms [2020-12-18 12:44:26 main:581] : INFO : Epoch 689 | loss: 0.00133226 | val_loss: 0.0013639 | Time: 1413.14 ms [2020-12-18 12:44:27 main:581] : INFO : Epoch 690 | loss: 0.00132129 | val_loss: 0.0013639 | Time: 1436.86 ms [2020-12-18 12:44:29 main:581] : INFO : Epoch 691 | loss: 0.001332 | val_loss: 0.00147219 | Time: 1444.02 ms [2020-12-18 12:44:30 main:581] : INFO : Epoch 692 | loss: 0.00135665 | val_loss: 0.00138034 | Time: 1439.25 ms [2020-12-18 12:44:32 main:581] : INFO : Epoch 693 | loss: 0.00132363 | val_loss: 0.0013637 | Time: 1436.14 ms [2020-12-18 12:44:33 main:581] : INFO : Epoch 694 | loss: 0.00131882 | val_loss: 0.00136013 | Time: 1430.43 ms [2020-12-18 12:44:35 main:581] : INFO : Epoch 695 | loss: 0.00131654 | val_loss: 0.00136608 | Time: 1420.59 ms [2020-12-18 12:44:36 main:581] : INFO : Epoch 696 | loss: 0.00133186 | val_loss: 0.00135872 | Time: 1426.74 ms [2020-12-18 12:44:37 main:581] : INFO : Epoch 697 | loss: 0.00132826 | val_loss: 0.00136799 | Time: 1419.1 ms [2020-12-18 12:44:39 main:581] : INFO : Epoch 698 | loss: 0.00132062 | val_loss: 0.00136356 | Time: 1422.06 ms [2020-12-18 12:44:40 main:581] : INFO : Epoch 699 | loss: 0.00131814 | val_loss: 0.00137923 | Time: 1413.09 ms [2020-12-18 12:44:42 main:581] : INFO : Epoch 700 | loss: 0.00133211 | val_loss: 0.00135912 | Time: 1416.68 ms [2020-12-18 12:44:43 main:581] : INFO : Epoch 701 | loss: 0.00132285 | val_loss: 0.0013599 | Time: 1403.42 ms [2020-12-18 12:44:45 main:581] : INFO : Epoch 702 | loss: 0.00131477 | val_loss: 0.00135544 | Time: 1421 ms [2020-12-18 12:44:46 main:581] : INFO : Epoch 703 | loss: 0.00135677 | val_loss: 0.00143876 | Time: 1411.51 ms [2020-12-18 12:44:47 main:581] : INFO : Epoch 704 | loss: 0.00134034 | val_loss: 0.00136168 | Time: 1430.41 ms [2020-12-18 12:44:49 main:581] : INFO : Epoch 705 | loss: 0.00132036 | val_loss: 0.00133834 | Time: 1418.06 ms [2020-12-18 12:44:50 main:581] : INFO : Epoch 706 | loss: 0.00131302 | val_loss: 0.00135698 | Time: 1430.96 ms [2020-12-18 12:44:52 main:581] : INFO : Epoch 707 | loss: 0.00131634 | val_loss: 0.00134946 | Time: 1418.66 ms [2020-12-18 12:44:53 main:581] : INFO : Epoch 708 | loss: 0.00133226 | val_loss: 0.00133849 | Time: 1408.19 ms [2020-12-18 12:44:54 main:581] : INFO : Epoch 709 | loss: 0.00131522 | val_loss: 0.00135248 | Time: 1417.32 ms [2020-12-18 12:44:56 main:581] : INFO : Epoch 710 | loss: 0.00131045 | val_loss: 0.00134235 | Time: 1421.46 ms [2020-12-18 12:44:57 main:581] : INFO : Epoch 711 | loss: 0.00134219 | val_loss: 0.00135091 | Time: 1439.44 ms [2020-12-18 12:44:59 main:581] : INFO : Epoch 712 | loss: 0.00131386 | val_loss: 0.00134694 | Time: 1426.04 ms [2020-12-18 12:45:00 main:581] : INFO : Epoch 713 | loss: 0.00130684 | val_loss: 0.00134522 | Time: 1474.68 ms [2020-12-18 12:45:02 main:581] : INFO : Epoch 714 | loss: 0.00131129 | val_loss: 0.00141333 | Time: 1470.04 ms [2020-12-18 12:45:03 main:581] : INFO : Epoch 715 | loss: 0.0013727 | val_loss: 0.00138462 | Time: 1492.33 ms [2020-12-18 12:45:05 main:581] : INFO : Epoch 716 | loss: 0.00131602 | val_loss: 0.00134972 | Time: 1457.37 ms [2020-12-18 12:45:06 main:581] : INFO : Epoch 717 | loss: 0.00130722 | val_loss: 0.00134852 | Time: 1485.55 ms [2020-12-18 12:45:08 main:581] : INFO : Epoch 718 | loss: 0.0013052 | val_loss: 0.00134509 | Time: 1488.03 ms [2020-12-18 12:45:09 main:581] : INFO : Epoch 719 | loss: 0.00130436 | val_loss: 0.00134687 | Time: 1400.98 ms [2020-12-18 12:45:10 main:581] : INFO : Epoch 720 | loss: 0.0013412 | val_loss: 0.00140466 | Time: 1433.54 ms [2020-12-18 12:45:12 main:581] : INFO : Epoch 721 | loss: 0.00132016 | val_loss: 0.00134562 | Time: 1416.43 ms [2020-12-18 12:45:13 main:581] : INFO : Epoch 722 | loss: 0.00130812 | val_loss: 0.0013469 | Time: 1510.1 ms [2020-12-18 12:45:15 main:581] : INFO : Epoch 723 | loss: 0.00131409 | val_loss: 0.00135139 | Time: 1474.27 ms [2020-12-18 12:45:16 main:581] : INFO : Epoch 724 | loss: 0.00130924 | val_loss: 0.00135414 | Time: 1455.19 ms [2020-12-18 12:45:18 main:581] : INFO : Epoch 725 | loss: 0.00134735 | val_loss: 0.00134839 | Time: 1468.07 ms [2020-12-18 12:45:19 main:581] : INFO : Epoch 726 | loss: 0.00132117 | val_loss: 0.00135524 | Time: 1409.75 ms [2020-12-18 12:45:21 main:581] : INFO : Epoch 727 | loss: 0.00131109 | val_loss: 0.00134784 | Time: 1466.02 ms [2020-12-18 12:45:22 main:581] : INFO : Epoch 728 | loss: 0.00130613 | val_loss: 0.00134988 | Time: 1473.03 ms [2020-12-18 12:45:24 main:581] : INFO : Epoch 729 | loss: 0.00137209 | val_loss: 0.00140114 | Time: 1487.44 ms [2020-12-18 12:45:25 main:581] : INFO : Epoch 730 | loss: 0.00134087 | val_loss: 0.00134991 | Time: 1450.95 ms [2020-12-18 12:45:26 main:581] : INFO : Epoch 731 | loss: 0.00131681 | val_loss: 0.00134259 | Time: 1433 ms [2020-12-18 12:45:28 main:581] : INFO : Epoch 732 | loss: 0.00131709 | val_loss: 0.00138484 | Time: 1464.64 ms [2020-12-18 12:45:29 main:581] : INFO : Epoch 733 | loss: 0.00137932 | val_loss: 0.00137223 | Time: 1442.31 ms [2020-12-18 12:45:31 main:581] : INFO : Epoch 734 | loss: 0.00132542 | val_loss: 0.00134009 | Time: 1436.2 ms [2020-12-18 12:45:32 main:581] : INFO : Epoch 735 | loss: 0.00131149 | val_loss: 0.00133519 | Time: 1449.73 ms [2020-12-18 12:45:34 main:581] : INFO : Epoch 736 | loss: 0.00130708 | val_loss: 0.00133374 | Time: 1429.13 ms [2020-12-18 12:45:35 main:581] : INFO : Epoch 737 | loss: 0.00130566 | val_loss: 0.00133193 | Time: 1435.37 ms [2020-12-18 12:45:37 main:581] : INFO : Epoch 738 | loss: 0.00131599 | val_loss: 0.00142494 | Time: 1460.02 ms [2020-12-18 12:45:38 main:581] : INFO : Epoch 739 | loss: 0.00137435 | val_loss: 0.00136151 | Time: 1522.21 ms [2020-12-18 12:45:40 main:581] : INFO : Epoch 740 | loss: 0.0013152 | val_loss: 0.00135071 | Time: 1448.4 ms [2020-12-18 12:45:41 main:581] : INFO : Epoch 741 | loss: 0.00130689 | val_loss: 0.00135199 | Time: 1485.61 ms [2020-12-18 12:45:43 main:581] : INFO : Epoch 742 | loss: 0.00130674 | val_loss: 0.00134863 | Time: 1491.36 ms [2020-12-18 12:45:44 main:581] : INFO : Epoch 743 | loss: 0.00130424 | val_loss: 0.00135052 | Time: 1445.35 ms [2020-12-18 12:45:45 main:581] : INFO : Epoch 744 | loss: 0.00130945 | val_loss: 0.00135268 | Time: 1490.75 ms [2020-12-18 12:45:47 main:581] : INFO : Epoch 745 | loss: 0.00131197 | val_loss: 0.00137203 | Time: 1485.03 ms [2020-12-18 12:45:48 main:581] : INFO : Epoch 746 | loss: 0.00132222 | val_loss: 0.00134896 | Time: 1488.61 ms [2020-12-18 12:45:50 main:581] : INFO : Epoch 747 | loss: 0.00130383 | val_loss: 0.00134816 | Time: 1533.25 ms [2020-12-18 12:45:51 main:581] : INFO : Epoch 748 | loss: 0.00131192 | val_loss: 0.00137781 | Time: 1479.9 ms [2020-12-18 12:45:53 main:581] : INFO : Epoch 749 | loss: 0.00134471 | val_loss: 0.00136892 | Time: 1485.84 ms [2020-12-18 12:45:54 main:581] : INFO : Epoch 750 | loss: 0.00131779 | val_loss: 0.00133546 | Time: 1502.65 ms [2020-12-18 12:45:56 main:581] : INFO : Epoch 751 | loss: 0.00130728 | val_loss: 0.00135581 | Time: 1514.28 ms [2020-12-18 12:45:57 main:581] : INFO : Epoch 752 | loss: 0.00132152 | val_loss: 0.00141802 | Time: 1517.23 ms [2020-12-18 12:45:59 main:581] : INFO : Epoch 753 | loss: 0.00132944 | val_loss: 0.00134862 | Time: 1495.33 ms [2020-12-18 12:46:00 main:581] : INFO : Epoch 754 | loss: 0.00131273 | val_loss: 0.00135203 | Time: 1469.55 ms [2020-12-18 12:46:02 main:581] : INFO : Epoch 755 | loss: 0.001307 | val_loss: 0.00134667 | Time: 1494.89 ms [2020-12-18 12:46:03 main:581] : INFO : Epoch 756 | loss: 0.00130458 | val_loss: 0.00134602 | Time: 1505.22 ms [2020-12-18 12:46:05 main:581] : INFO : Epoch 757 | loss: 0.00131487 | val_loss: 0.00139812 | Time: 1492.47 ms [2020-12-18 12:46:06 main:581] : INFO : Epoch 758 | loss: 0.00134311 | val_loss: 0.00135904 | Time: 1471.2 ms [2020-12-18 12:46:08 main:581] : INFO : Epoch 759 | loss: 0.00195927 | val_loss: 0.00214663 | Time: 1500.15 ms [2020-12-18 12:46:09 main:581] : INFO : Epoch 760 | loss: 0.00164736 | val_loss: 0.00144406 | Time: 1491.13 ms [2020-12-18 12:46:11 main:581] : INFO : Epoch 761 | loss: 0.00139525 | val_loss: 0.00137934 | Time: 1450.52 ms [2020-12-18 12:46:12 main:581] : INFO : Epoch 762 | loss: 0.00133457 | val_loss: 0.00135212 | Time: 1463.37 ms [2020-12-18 12:46:14 main:581] : INFO : Epoch 763 | loss: 0.00132147 | val_loss: 0.00134398 | Time: 1453.43 ms [2020-12-18 12:46:15 main:581] : INFO : Epoch 764 | loss: 0.00131847 | val_loss: 0.00134514 | Time: 1428.35 ms [2020-12-18 12:46:17 main:581] : INFO : Epoch 765 | loss: 0.00131764 | val_loss: 0.00134093 | Time: 1436.65 ms [2020-12-18 12:46:18 main:581] : INFO : Epoch 766 | loss: 0.0013168 | val_loss: 0.00134147 | Time: 1467.71 ms [2020-12-18 12:46:20 main:581] : INFO : Epoch 767 | loss: 0.00131722 | val_loss: 0.0013544 | Time: 1474.25 ms [2020-12-18 12:46:21 main:581] : INFO : Epoch 768 | loss: 0.00137566 | val_loss: 0.00134423 | Time: 1533.07 ms [2020-12-18 12:46:23 main:581] : INFO : Epoch 769 | loss: 0.0013236 | val_loss: 0.00134482 | Time: 1510.79 ms [2020-12-18 12:46:24 main:581] : INFO : Epoch 770 | loss: 0.00131788 | val_loss: 0.00134366 | Time: 1489.49 ms [2020-12-18 12:46:26 main:581] : INFO : Epoch 771 | loss: 0.00131552 | val_loss: 0.00133646 | Time: 1436.41 ms [2020-12-18 12:46:27 main:581] : INFO : Epoch 772 | loss: 0.00131385 | val_loss: 0.00133824 | Time: 1435.31 ms [2020-12-18 12:46:28 main:581] : INFO : Epoch 773 | loss: 0.00131656 | val_loss: 0.00136223 | Time: 1426.09 ms [2020-12-18 12:46:30 main:581] : INFO : Epoch 774 | loss: 0.00140392 | val_loss: 0.00140191 | Time: 1422.53 ms [2020-12-18 12:46:31 main:581] : INFO : Epoch 775 | loss: 0.00133654 | val_loss: 0.00134727 | Time: 1432.93 ms [2020-12-18 12:46:33 main:581] : INFO : Epoch 776 | loss: 0.00131948 | val_loss: 0.00133984 | Time: 1433.51 ms [2020-12-18 12:46:34 main:581] : INFO : Epoch 777 | loss: 0.00131485 | val_loss: 0.00133865 | Time: 1442.89 ms [2020-12-18 12:46:36 main:581] : INFO : Epoch 778 | loss: 0.00131528 | val_loss: 0.00133751 | Time: 1467.26 ms [2020-12-18 12:46:37 main:581] : INFO : Epoch 779 | loss: 0.00131289 | val_loss: 0.00133563 | Time: 1475.42 ms [2020-12-18 12:46:39 main:581] : INFO : Epoch 780 | loss: 0.0013123 | val_loss: 0.00133797 | Time: 1494.63 ms [2020-12-18 12:46:40 main:581] : INFO : Epoch 781 | loss: 0.00132543 | val_loss: 0.00139682 | Time: 1518.37 ms [2020-12-18 12:46:42 main:581] : INFO : Epoch 782 | loss: 0.00133992 | val_loss: 0.00133997 | Time: 1511.55 ms [2020-12-18 12:46:43 main:581] : INFO : Epoch 783 | loss: 0.00131483 | val_loss: 0.00133639 | Time: 1463.82 ms [2020-12-18 12:46:45 main:581] : INFO : Epoch 784 | loss: 0.00131423 | val_loss: 0.00133946 | Time: 1564.51 ms [2020-12-18 12:46:46 main:581] : INFO : Epoch 785 | loss: 0.00132791 | val_loss: 0.00138663 | Time: 1567.81 ms [2020-12-18 12:46:48 main:581] : INFO : Epoch 786 | loss: 0.00133861 | val_loss: 0.00134269 | Time: 1515.99 ms [2020-12-18 12:46:49 main:581] : INFO : Epoch 787 | loss: 0.00131529 | val_loss: 0.00134139 | Time: 1475.02 ms [2020-12-18 12:46:51 main:581] : INFO : Epoch 788 | loss: 0.00131358 | val_loss: 0.00133699 | Time: 1483.23 ms [2020-12-18 12:46:52 main:581] : INFO : Epoch 789 | loss: 0.00132829 | val_loss: 0.00139809 | Time: 1447.18 ms [2020-12-18 12:46:54 main:581] : INFO : Epoch 790 | loss: 0.00134029 | val_loss: 0.00134064 | Time: 1461.04 ms [2020-12-18 12:46:55 main:581] : INFO : Epoch 791 | loss: 0.00131648 | val_loss: 0.0013363 | Time: 1441.39 ms [2020-12-18 12:46:56 main:581] : INFO : Epoch 792 | loss: 0.00131428 | val_loss: 0.00133914 | Time: 1455.41 ms [2020-12-18 12:46:58 main:581] : INFO : Epoch 793 | loss: 0.00131703 | val_loss: 0.00135692 | Time: 1447.65 ms [2020-12-18 12:46:59 main:581] : INFO : Epoch 794 | loss: 0.00134344 | val_loss: 0.00135701 | Time: 1437.36 ms [2020-12-18 12:47:01 main:581] : INFO : Epoch 795 | loss: 0.00131867 | val_loss: 0.00134134 | Time: 1481.12 ms [2020-12-18 12:47:02 main:581] : INFO : Epoch 796 | loss: 0.00131382 | val_loss: 0.00133702 | Time: 1499.07 ms [2020-12-18 12:47:04 main:581] : INFO : Epoch 797 | loss: 0.00131746 | val_loss: 0.00137074 | Time: 1503.45 ms [2020-12-18 12:47:05 main:581] : INFO : Epoch 798 | loss: 0.00137312 | val_loss: 0.0013466 | Time: 1453.12 ms [2020-12-18 12:47:07 main:581] : INFO : Epoch 799 | loss: 0.00132262 | val_loss: 0.00133978 | Time: 1472.91 ms [2020-12-18 12:47:08 main:581] : INFO : Epoch 800 | loss: 0.00131447 | val_loss: 0.00133879 | Time: 1518.47 ms [2020-12-18 12:47:10 main:581] : INFO : Epoch 801 | loss: 0.00131519 | val_loss: 0.00134162 | Time: 1505.76 ms [2020-12-18 12:47:11 main:581] : INFO : Epoch 802 | loss: 0.00131367 | val_loss: 0.00133888 | Time: 1513.16 ms [2020-12-18 12:47:13 main:581] : INFO : Epoch 803 | loss: 0.00131543 | val_loss: 0.0013536 | Time: 1462.22 ms [2020-12-18 12:47:14 main:581] : INFO : Epoch 804 | loss: 0.00136675 | val_loss: 0.00135508 | Time: 1489.9 ms [2020-12-18 12:47:16 main:581] : INFO : Epoch 805 | loss: 0.00131939 | val_loss: 0.00134075 | Time: 1479.03 ms [2020-12-18 12:47:17 main:581] : INFO : Epoch 806 | loss: 0.00131367 | val_loss: 0.00133964 | Time: 1495.09 ms [2020-12-18 12:47:19 main:581] : INFO : Epoch 807 | loss: 0.00131359 | val_loss: 0.00133514 | Time: 1459.99 ms [2020-12-18 12:47:20 main:581] : INFO : Epoch 808 | loss: 0.00131745 | val_loss: 0.00134533 | Time: 1470.74 ms [2020-12-18 12:47:22 main:581] : INFO : Epoch 809 | loss: 0.00132295 | val_loss: 0.00137675 | Time: 1489.48 ms [2020-12-18 12:47:23 main:581] : INFO : Epoch 810 | loss: 0.00133667 | val_loss: 0.00133745 | Time: 1465.28 ms [2020-12-18 12:47:25 main:581] : INFO : Epoch 811 | loss: 0.00131392 | val_loss: 0.00133875 | Time: 1465.74 ms [2020-12-18 12:47:26 main:581] : INFO : Epoch 812 | loss: 0.00131316 | val_loss: 0.00133853 | Time: 1436.07 ms [2020-12-18 12:47:27 main:581] : INFO : Epoch 813 | loss: 0.00131709 | val_loss: 0.00134131 | Time: 1443.71 ms [2020-12-18 12:47:29 main:581] : INFO : Epoch 814 | loss: 0.00135569 | val_loss: 0.0013712 | Time: 1413.9 ms [2020-12-18 12:47:30 main:581] : INFO : Epoch 815 | loss: 0.00132507 | val_loss: 0.00133807 | Time: 1431.89 ms [2020-12-18 12:47:32 main:581] : INFO : Epoch 816 | loss: 0.00131298 | val_loss: 0.00133926 | Time: 1433.29 ms [2020-12-18 12:47:33 main:581] : INFO : Epoch 817 | loss: 0.00131281 | val_loss: 0.00134145 | Time: 1428.3 ms [2020-12-18 12:47:35 main:581] : INFO : Epoch 818 | loss: 0.00133302 | val_loss: 0.00137935 | Time: 1421.24 ms [2020-12-18 12:47:36 main:581] : INFO : Epoch 819 | loss: 0.00132584 | val_loss: 0.00133951 | Time: 1498.34 ms [2020-12-18 12:47:38 main:581] : INFO : Epoch 820 | loss: 0.00132924 | val_loss: 0.00134016 | Time: 1542.92 ms [2020-12-18 12:47:39 main:581] : INFO : Epoch 821 | loss: 0.00131748 | val_loss: 0.00134042 | Time: 1468.72 ms [2020-12-18 12:47:41 main:581] : INFO : Epoch 822 | loss: 0.00132461 | val_loss: 0.00136691 | Time: 1465.37 ms [2020-12-18 12:47:42 main:581] : INFO : Epoch 823 | loss: 0.00132274 | val_loss: 0.001351 | Time: 1439.15 ms [2020-12-18 12:47:44 main:581] : INFO : Epoch 824 | loss: 0.00131808 | val_loss: 0.00134787 | Time: 1477.25 ms [2020-12-18 12:47:45 main:581] : INFO : Epoch 825 | loss: 0.00133611 | val_loss: 0.00134548 | Time: 1488.13 ms [2020-12-18 12:47:46 main:581] : INFO : Epoch 826 | loss: 0.00132167 | val_loss: 0.00133928 | Time: 1464.68 ms [2020-12-18 12:47:48 main:581] : INFO : Epoch 827 | loss: 0.00131864 | val_loss: 0.00137142 | Time: 1456.89 ms [2020-12-18 12:47:49 main:581] : INFO : Epoch 828 | loss: 0.0013234 | val_loss: 0.0013605 | Time: 1457.58 ms [2020-12-18 12:47:51 main:581] : INFO : Epoch 829 | loss: 0.0013284 | val_loss: 0.00134232 | Time: 1450.63 ms [2020-12-18 12:47:52 main:581] : INFO : Epoch 830 | loss: 0.00131616 | val_loss: 0.00133652 | Time: 1443.44 ms [2020-12-18 12:47:54 main:581] : INFO : Epoch 831 | loss: 0.00131793 | val_loss: 0.00139263 | Time: 1447.3 ms [2020-12-18 12:47:55 main:581] : INFO : Epoch 832 | loss: 0.00138298 | val_loss: 0.00136414 | Time: 1439.28 ms [2020-12-18 12:47:57 main:581] : INFO : Epoch 833 | loss: 0.00132339 | val_loss: 0.00134998 | Time: 1431.35 ms [2020-12-18 12:47:58 main:581] : INFO : Epoch 834 | loss: 0.00131521 | val_loss: 0.00133678 | Time: 1468.71 ms [2020-12-18 12:48:00 main:581] : INFO : Epoch 835 | loss: 0.00130946 | val_loss: 0.00134676 | Time: 1455.77 ms [2020-12-18 12:48:01 main:581] : INFO : Epoch 836 | loss: 0.00131625 | val_loss: 0.00134045 | Time: 1453.6 ms [2020-12-18 12:48:02 main:581] : INFO : Epoch 837 | loss: 0.00132087 | val_loss: 0.00137073 | Time: 1502.47 ms [2020-12-18 12:48:04 main:581] : INFO : Epoch 838 | loss: 0.00133492 | val_loss: 0.00135487 | Time: 1460.61 ms [2020-12-18 12:48:05 main:581] : INFO : Epoch 839 | loss: 0.00131614 | val_loss: 0.00133985 | Time: 1485.91 ms [2020-12-18 12:48:07 main:581] : INFO : Epoch 840 | loss: 0.00133551 | val_loss: 0.00134669 | Time: 1433.41 ms [2020-12-18 12:48:08 main:581] : INFO : Epoch 841 | loss: 0.00131969 | val_loss: 0.00134795 | Time: 1412.92 ms [2020-12-18 12:48:10 main:581] : INFO : Epoch 842 | loss: 0.00131151 | val_loss: 0.00133615 | Time: 1447.33 ms [2020-12-18 12:48:11 main:581] : INFO : Epoch 843 | loss: 0.00131968 | val_loss: 0.00138506 | Time: 1444.5 ms [2020-12-18 12:48:13 main:581] : INFO : Epoch 844 | loss: 0.00134111 | val_loss: 0.00134029 | Time: 1473.69 ms [2020-12-18 12:48:14 main:581] : INFO : Epoch 845 | loss: 0.00131411 | val_loss: 0.00134265 | Time: 1448.03 ms [2020-12-18 12:48:16 main:581] : INFO : Epoch 846 | loss: 0.00131166 | val_loss: 0.00133468 | Time: 1445.85 ms [2020-12-18 12:48:17 main:581] : INFO : Epoch 847 | loss: 0.00130867 | val_loss: 0.00134345 | Time: 1426.36 ms [2020-12-18 12:48:18 main:581] : INFO : Epoch 848 | loss: 0.00133381 | val_loss: 0.00135139 | Time: 1437.05 ms [2020-12-18 12:48:20 main:581] : INFO : Epoch 849 | loss: 0.00136008 | val_loss: 0.0013447 | Time: 1434.47 ms [2020-12-18 12:48:21 main:581] : INFO : Epoch 850 | loss: 0.001319 | val_loss: 0.00134225 | Time: 1425.96 ms [2020-12-18 12:48:23 main:581] : INFO : Epoch 851 | loss: 0.00131129 | val_loss: 0.00133926 | Time: 1427.14 ms [2020-12-18 12:48:24 main:581] : INFO : Epoch 852 | loss: 0.00131812 | val_loss: 0.00136011 | Time: 1430.18 ms [2020-12-18 12:48:26 main:581] : INFO : Epoch 853 | loss: 0.00132809 | val_loss: 0.00133834 | Time: 1408.05 ms [2020-12-18 12:48:27 main:581] : INFO : Epoch 854 | loss: 0.00131408 | val_loss: 0.0013387 | Time: 1443.76 ms [2020-12-18 12:48:28 main:581] : INFO : Epoch 855 | loss: 0.0013136 | val_loss: 0.00134138 | Time: 1430.54 ms [2020-12-18 12:48:30 main:581] : INFO : Epoch 856 | loss: 0.00133375 | val_loss: 0.00136938 | Time: 1453.67 ms [2020-12-18 12:48:31 main:581] : INFO : Epoch 857 | loss: 0.00131941 | val_loss: 0.00133488 | Time: 1438.04 ms [2020-12-18 12:48:33 main:581] : INFO : Epoch 858 | loss: 0.00131128 | val_loss: 0.0013357 | Time: 1465.31 ms [2020-12-18 12:48:34 main:581] : INFO : Epoch 859 | loss: 0.00132322 | val_loss: 0.00136338 | Time: 1438.1 ms [2020-12-18 12:48:36 main:581] : INFO : Epoch 860 | loss: 0.00131826 | val_loss: 0.00133857 | Time: 1430.38 ms [2020-12-18 12:48:37 main:581] : INFO : Epoch 861 | loss: 0.00131459 | val_loss: 0.00133849 | Time: 1430.64 ms [2020-12-18 12:48:38 main:581] : INFO : Epoch 862 | loss: 0.00132783 | val_loss: 0.00145182 | Time: 1432.38 ms [2020-12-18 12:48:40 main:581] : INFO : Epoch 863 | loss: 0.00136207 | val_loss: 0.00134108 | Time: 1468.82 ms [2020-12-18 12:48:41 main:581] : INFO : Epoch 864 | loss: 0.00132008 | val_loss: 0.00133233 | Time: 1455.79 ms [2020-12-18 12:48:43 main:581] : INFO : Epoch 865 | loss: 0.00131149 | val_loss: 0.00134088 | Time: 1463.45 ms [2020-12-18 12:48:44 main:581] : INFO : Epoch 866 | loss: 0.001322 | val_loss: 0.00133085 | Time: 1434.04 ms [2020-12-18 12:48:46 main:581] : INFO : Epoch 867 | loss: 0.00131269 | val_loss: 0.00133668 | Time: 1478.38 ms [2020-12-18 12:48:47 main:581] : INFO : Epoch 868 | loss: 0.00131442 | val_loss: 0.00135112 | Time: 1416.81 ms [2020-12-18 12:48:49 main:581] : INFO : Epoch 869 | loss: 0.00134665 | val_loss: 0.0013416 | Time: 1426.46 ms [2020-12-18 12:48:50 main:581] : INFO : Epoch 870 | loss: 0.00130855 | val_loss: 0.00133313 | Time: 1428.14 ms [2020-12-18 12:48:51 main:581] : INFO : Epoch 871 | loss: 0.00130718 | val_loss: 0.00133133 | Time: 1425.97 ms [2020-12-18 12:48:53 main:581] : INFO : Epoch 872 | loss: 0.00130315 | val_loss: 0.00132588 | Time: 1439.53 ms [2020-12-18 12:48:54 main:581] : INFO : Epoch 873 | loss: 0.00134188 | val_loss: 0.00140626 | Time: 1428.49 ms [2020-12-18 12:48:56 main:581] : INFO : Epoch 874 | loss: 0.00132485 | val_loss: 0.00134427 | Time: 1409.26 ms [2020-12-18 12:48:57 main:581] : INFO : Epoch 875 | loss: 0.0013098 | val_loss: 0.00133853 | Time: 1440.59 ms [2020-12-18 12:48:59 main:581] : INFO : Epoch 876 | loss: 0.00130287 | val_loss: 0.00133882 | Time: 1432.91 ms [2020-12-18 12:49:00 main:581] : INFO : Epoch 877 | loss: 0.00131561 | val_loss: 0.00134796 | Time: 1459.81 ms [2020-12-18 12:49:02 main:581] : INFO : Epoch 878 | loss: 0.00130688 | val_loss: 0.00133815 | Time: 1430.11 ms [2020-12-18 12:49:03 main:581] : INFO : Epoch 879 | loss: 0.00130896 | val_loss: 0.00136462 | Time: 1406.64 ms [2020-12-18 12:49:04 main:581] : INFO : Epoch 880 | loss: 0.00133686 | val_loss: 0.00134902 | Time: 1438.42 ms [2020-12-18 12:49:06 main:581] : INFO : Epoch 881 | loss: 0.00131188 | val_loss: 0.00134563 | Time: 1466.17 ms [2020-12-18 12:49:07 main:581] : INFO : Epoch 882 | loss: 0.00130423 | val_loss: 0.00133388 | Time: 1463.32 ms [2020-12-18 12:49:09 main:581] : INFO : Epoch 883 | loss: 0.00130258 | val_loss: 0.00133761 | Time: 1445.61 ms [2020-12-18 12:49:10 main:581] : INFO : Epoch 884 | loss: 0.00138653 | val_loss: 0.00144313 | Time: 1422.3 ms [2020-12-18 12:49:12 main:581] : INFO : Epoch 885 | loss: 0.00133373 | val_loss: 0.00135416 | Time: 1453.98 ms [2020-12-18 12:49:13 main:581] : INFO : Epoch 886 | loss: 0.00130914 | val_loss: 0.00133931 | Time: 1467.01 ms [2020-12-18 12:49:15 main:581] : INFO : Epoch 887 | loss: 0.001302 | val_loss: 0.00133669 | Time: 1454.5 ms [2020-12-18 12:49:16 main:581] : INFO : Epoch 888 | loss: 0.00130396 | val_loss: 0.00134005 | Time: 1462.93 ms [2020-12-18 12:49:17 main:581] : INFO : Epoch 889 | loss: 0.0013033 | val_loss: 0.00133416 | Time: 1433.16 ms [2020-12-18 12:49:19 main:581] : INFO : Epoch 890 | loss: 0.00131142 | val_loss: 0.00136727 | Time: 1481.35 ms [2020-12-18 12:49:20 main:581] : INFO : Epoch 891 | loss: 0.0013115 | val_loss: 0.00136037 | Time: 1505.21 ms [2020-12-18 12:49:22 main:581] : INFO : Epoch 892 | loss: 0.00131094 | val_loss: 0.00135305 | Time: 1459.99 ms [2020-12-18 12:49:23 main:581] : INFO : Epoch 893 | loss: 0.00130354 | val_loss: 0.00135094 | Time: 1452.89 ms [2020-12-18 12:49:25 main:581] : INFO : Epoch 894 | loss: 0.00135175 | val_loss: 0.00138156 | Time: 1456.58 ms [2020-12-18 12:49:26 main:581] : INFO : Epoch 895 | loss: 0.00132311 | val_loss: 0.00135364 | Time: 1448.93 ms [2020-12-18 12:49:28 main:581] : INFO : Epoch 896 | loss: 0.00130156 | val_loss: 0.00134908 | Time: 1485.64 ms [2020-12-18 12:49:29 main:581] : INFO : Epoch 897 | loss: 0.001299 | val_loss: 0.00134897 | Time: 1456.23 ms [2020-12-18 12:49:31 main:581] : INFO : Epoch 898 | loss: 0.00130683 | val_loss: 0.00135643 | Time: 1482.69 ms [2020-12-18 12:49:32 main:581] : INFO : Epoch 899 | loss: 0.00130122 | val_loss: 0.00135777 | Time: 1459.63 ms [2020-12-18 12:49:34 main:581] : INFO : Epoch 900 | loss: 0.00131869 | val_loss: 0.00135914 | Time: 1458.53 ms [2020-12-18 12:49:35 main:581] : INFO : Epoch 901 | loss: 0.0013078 | val_loss: 0.00135448 | Time: 1453.73 ms [2020-12-18 12:49:36 main:581] : INFO : Epoch 902 | loss: 0.00129911 | val_loss: 0.00135146 | Time: 1435.56 ms [2020-12-18 12:49:38 main:581] : INFO : Epoch 903 | loss: 0.0013287 | val_loss: 0.00143137 | Time: 1497.25 ms [2020-12-18 12:49:39 main:581] : INFO : Epoch 904 | loss: 0.00132996 | val_loss: 0.00137164 | Time: 1464.12 ms [2020-12-18 12:49:41 main:581] : INFO : Epoch 905 | loss: 0.00130983 | val_loss: 0.00135737 | Time: 1464.64 ms [2020-12-18 12:49:42 main:581] : INFO : Epoch 906 | loss: 0.00129952 | val_loss: 0.00134957 | Time: 1445.93 ms [2020-12-18 12:49:44 main:581] : INFO : Epoch 907 | loss: 0.00129897 | val_loss: 0.00136065 | Time: 1512.09 ms [2020-12-18 12:49:45 main:581] : INFO : Epoch 908 | loss: 0.00132882 | val_loss: 0.00135604 | Time: 1498.38 ms [2020-12-18 12:49:47 main:581] : INFO : Epoch 909 | loss: 0.00130682 | val_loss: 0.00135614 | Time: 1480.09 ms [2020-12-18 12:49:48 main:581] : INFO : Epoch 910 | loss: 0.00129926 | val_loss: 0.00135078 | Time: 1493.12 ms [2020-12-18 12:49:50 main:581] : INFO : Epoch 911 | loss: 0.0013023 | val_loss: 0.00139224 | Time: 1472.06 ms [2020-12-18 12:49:51 main:581] : INFO : Epoch 912 | loss: 0.00133913 | val_loss: 0.00135448 | Time: 1470.14 ms [2020-12-18 12:49:53 main:581] : INFO : Epoch 913 | loss: 0.00130478 | val_loss: 0.00135214 | Time: 1474.67 ms [2020-12-18 12:49:54 main:581] : INFO : Epoch 914 | loss: 0.00129767 | val_loss: 0.0013484 | Time: 1493.91 ms [2020-12-18 12:49:56 main:581] : INFO : Epoch 915 | loss: 0.00130895 | val_loss: 0.00141651 | Time: 1450.23 ms [2020-12-18 12:49:57 main:581] : INFO : Epoch 916 | loss: 0.00133968 | val_loss: 0.00135885 | Time: 1438.74 ms [2020-12-18 12:49:59 main:581] : INFO : Epoch 917 | loss: 0.00130482 | val_loss: 0.00135251 | Time: 1457.57 ms [2020-12-18 12:50:00 main:581] : INFO : Epoch 918 | loss: 0.00129908 | val_loss: 0.00135555 | Time: 1479.26 ms [2020-12-18 12:50:02 main:581] : INFO : Epoch 919 | loss: 0.00129862 | val_loss: 0.00135627 | Time: 1493.33 ms [2020-12-18 12:50:03 main:581] : INFO : Epoch 920 | loss: 0.00133996 | val_loss: 0.00138306 | Time: 1459.83 ms [2020-12-18 12:50:05 main:581] : INFO : Epoch 921 | loss: 0.0013088 | val_loss: 0.00134884 | Time: 1496.79 ms [2020-12-18 12:50:06 main:581] : INFO : Epoch 922 | loss: 0.00129961 | val_loss: 0.00134862 | Time: 1484.21 ms [2020-12-18 12:50:07 main:581] : INFO : Epoch 923 | loss: 0.00129832 | val_loss: 0.00135978 | Time: 1483.42 ms [2020-12-18 12:50:09 main:581] : INFO : Epoch 924 | loss: 0.00131464 | val_loss: 0.00137113 | Time: 1484.18 ms [2020-12-18 12:50:10 main:581] : INFO : Epoch 925 | loss: 0.00130497 | val_loss: 0.00134818 | Time: 1450.6 ms [2020-12-18 12:50:12 main:581] : INFO : Epoch 926 | loss: 0.00129722 | val_loss: 0.00135281 | Time: 1467.09 ms [2020-12-18 12:50:13 main:581] : INFO : Epoch 927 | loss: 0.00132663 | val_loss: 0.00138116 | Time: 1478.11 ms [2020-12-18 12:50:15 main:581] : INFO : Epoch 928 | loss: 0.00130989 | val_loss: 0.00135449 | Time: 1462.12 ms [2020-12-18 12:50:16 main:581] : INFO : Epoch 929 | loss: 0.00129912 | val_loss: 0.00135083 | Time: 1461.45 ms [2020-12-18 12:50:18 main:581] : INFO : Epoch 930 | loss: 0.00131922 | val_loss: 0.00135029 | Time: 1479.25 ms [2020-12-18 12:50:19 main:581] : INFO : Epoch 931 | loss: 0.00129947 | val_loss: 0.00135447 | Time: 1466.42 ms [2020-12-18 12:50:21 main:581] : INFO : Epoch 932 | loss: 0.00129861 | val_loss: 0.00135876 | Time: 1437.83 ms [2020-12-18 12:50:22 main:581] : INFO : Epoch 933 | loss: 0.00130798 | val_loss: 0.0013472 | Time: 1431.74 ms [2020-12-18 12:50:24 main:581] : INFO : Epoch 934 | loss: 0.00129606 | val_loss: 0.00134666 | Time: 1428.76 ms [2020-12-18 12:50:25 main:581] : INFO : Epoch 935 | loss: 0.00135006 | val_loss: 0.00140314 | Time: 1436 ms [2020-12-18 12:50:26 main:581] : INFO : Epoch 936 | loss: 0.00132256 | val_loss: 0.00135857 | Time: 1476.15 ms [2020-12-18 12:50:28 main:581] : INFO : Epoch 937 | loss: 0.00130211 | val_loss: 0.00134928 | Time: 1488.03 ms [2020-12-18 12:50:29 main:581] : INFO : Epoch 938 | loss: 0.00130017 | val_loss: 0.0013405 | Time: 1468.74 ms [2020-12-18 12:50:31 main:581] : INFO : Epoch 939 | loss: 0.00129515 | val_loss: 0.00135262 | Time: 1455.89 ms [2020-12-18 12:50:32 main:581] : INFO : Epoch 940 | loss: 0.00130437 | val_loss: 0.00134754 | Time: 1467.22 ms [2020-12-18 12:50:34 main:581] : INFO : Epoch 941 | loss: 0.00130157 | val_loss: 0.00135729 | Time: 1470.33 ms [2020-12-18 12:50:35 main:581] : INFO : Epoch 942 | loss: 0.00131019 | val_loss: 0.00134447 | Time: 1468.07 ms [2020-12-18 12:50:37 main:581] : INFO : Epoch 943 | loss: 0.00129926 | val_loss: 0.0013502 | Time: 1473.67 ms [2020-12-18 12:50:38 main:581] : INFO : Epoch 944 | loss: 0.00130846 | val_loss: 0.00134993 | Time: 1476.11 ms [2020-12-18 12:50:40 main:581] : INFO : Epoch 945 | loss: 0.00131541 | val_loss: 0.00141763 | Time: 1440.06 ms [2020-12-18 12:50:41 main:581] : INFO : Epoch 946 | loss: 0.00132106 | val_loss: 0.00135417 | Time: 1460.19 ms [2020-12-18 12:50:43 main:581] : INFO : Epoch 947 | loss: 0.00129677 | val_loss: 0.0013471 | Time: 1468.98 ms [2020-12-18 12:50:44 main:581] : INFO : Epoch 948 | loss: 0.00129377 | val_loss: 0.00135271 | Time: 1466.88 ms [2020-12-18 12:50:46 main:581] : INFO : Epoch 949 | loss: 0.00133686 | val_loss: 0.0015748 | Time: 1468.84 ms [2020-12-18 12:50:47 main:581] : INFO : Epoch 950 | loss: 0.00136569 | val_loss: 0.00136233 | Time: 1456.1 ms [2020-12-18 12:50:48 main:581] : INFO : Epoch 951 | loss: 0.00130683 | val_loss: 0.00135307 | Time: 1467.24 ms [2020-12-18 12:50:50 main:581] : INFO : Epoch 952 | loss: 0.00129498 | val_loss: 0.0013463 | Time: 1471.37 ms [2020-12-18 12:50:51 main:581] : INFO : Epoch 953 | loss: 0.00129415 | val_loss: 0.00134879 | Time: 1445.68 ms [2020-12-18 12:50:53 main:581] : INFO : Epoch 954 | loss: 0.00129389 | val_loss: 0.00134953 | Time: 1447.58 ms [2020-12-18 12:50:54 main:581] : INFO : Epoch 955 | loss: 0.00130837 | val_loss: 0.00135662 | Time: 1453.81 ms [2020-12-18 12:50:56 main:581] : INFO : Epoch 956 | loss: 0.00129755 | val_loss: 0.00135484 | Time: 1445.89 ms [2020-12-18 12:50:57 main:581] : INFO : Epoch 957 | loss: 0.00130189 | val_loss: 0.00136622 | Time: 1446.89 ms [2020-12-18 12:50:59 main:581] : INFO : Epoch 958 | loss: 0.00134208 | val_loss: 0.00138324 | Time: 1465.61 ms [2020-12-18 12:51:00 main:581] : INFO : Epoch 959 | loss: 0.00130365 | val_loss: 0.0013569 | Time: 1455.11 ms [2020-12-18 12:51:02 main:581] : INFO : Epoch 960 | loss: 0.00129409 | val_loss: 0.00135728 | Time: 1446.95 ms [2020-12-18 12:51:03 main:581] : INFO : Epoch 961 | loss: 0.00129444 | val_loss: 0.0013595 | Time: 1425.34 ms [2020-12-18 12:51:04 main:581] : INFO : Epoch 962 | loss: 0.0013129 | val_loss: 0.00140209 | Time: 1443.9 ms [2020-12-18 12:51:06 main:581] : INFO : Epoch 963 | loss: 0.00131183 | val_loss: 0.00136277 | Time: 1446.1 ms [2020-12-18 12:51:07 main:581] : INFO : Epoch 964 | loss: 0.00129881 | val_loss: 0.00136291 | Time: 1430.8 ms [2020-12-18 12:51:09 main:581] : INFO : Epoch 965 | loss: 0.00131001 | val_loss: 0.00138206 | Time: 1426.81 ms [2020-12-18 12:51:10 main:581] : INFO : Epoch 966 | loss: 0.00130786 | val_loss: 0.00135813 | Time: 1425.12 ms [2020-12-18 12:51:12 main:581] : INFO : Epoch 967 | loss: 0.00129736 | val_loss: 0.00135622 | Time: 1453.82 ms [2020-12-18 12:51:13 main:581] : INFO : Epoch 968 | loss: 0.00130103 | val_loss: 0.00139555 | Time: 1437.16 ms [2020-12-18 12:51:14 main:581] : INFO : Epoch 969 | loss: 0.00136495 | val_loss: 0.00138775 | Time: 1425.89 ms [2020-12-18 12:51:16 main:581] : INFO : Epoch 970 | loss: 0.00130766 | val_loss: 0.00136161 | Time: 1445.46 ms [2020-12-18 12:51:17 main:581] : INFO : Epoch 971 | loss: 0.00129782 | val_loss: 0.00135562 | Time: 1467.45 ms [2020-12-18 12:51:19 main:581] : INFO : Epoch 972 | loss: 0.00129386 | val_loss: 0.00135592 | Time: 1429.64 ms [2020-12-18 12:51:20 main:581] : INFO : Epoch 973 | loss: 0.00130318 | val_loss: 0.00140828 | Time: 1430.66 ms [2020-12-18 12:51:22 main:581] : INFO : Epoch 974 | loss: 0.00132411 | val_loss: 0.00136603 | Time: 1460.03 ms [2020-12-18 12:51:23 main:581] : INFO : Epoch 975 | loss: 0.00129891 | val_loss: 0.00135443 | Time: 1458.16 ms [2020-12-18 12:51:25 main:581] : INFO : Epoch 976 | loss: 0.00130109 | val_loss: 0.00140044 | Time: 1473.1 ms [2020-12-18 12:51:26 main:581] : INFO : Epoch 977 | loss: 0.00133576 | val_loss: 0.00135825 | Time: 1461.81 ms [2020-12-18 12:51:28 main:581] : INFO : Epoch 978 | loss: 0.00142999 | val_loss: 0.00161674 | Time: 1453.48 ms [2020-12-18 12:51:29 main:581] : INFO : Epoch 979 | loss: 0.00162111 | val_loss: 0.00174082 | Time: 1470.44 ms [2020-12-18 12:51:30 main:581] : INFO : Epoch 980 | loss: 0.00165978 | val_loss: 0.00148686 | Time: 1461.69 ms [2020-12-18 12:51:32 main:581] : INFO : Epoch 981 | loss: 0.00148748 | val_loss: 0.00143323 | Time: 1460.51 ms [2020-12-18 12:51:33 main:581] : INFO : Epoch 982 | loss: 0.00137432 | val_loss: 0.00138854 | Time: 1444.57 ms [2020-12-18 12:51:35 main:581] : INFO : Epoch 983 | loss: 0.00132805 | val_loss: 0.00138264 | Time: 1463.66 ms [2020-12-18 12:51:36 main:581] : INFO : Epoch 984 | loss: 0.00132077 | val_loss: 0.00135965 | Time: 1453.74 ms [2020-12-18 12:51:38 main:581] : INFO : Epoch 985 | loss: 0.00514938 | val_loss: 0.00872467 | Time: 1421.92 ms [2020-12-18 12:51:39 main:581] : INFO : Epoch 986 | loss: 0.00576356 | val_loss: 0.0037295 | Time: 1466.74 ms [2020-12-18 12:51:41 main:581] : INFO : Epoch 987 | loss: 0.00353349 | val_loss: 0.0029519 | Time: 1448.41 ms [2020-12-18 12:51:42 main:581] : INFO : Epoch 988 | loss: 0.00281221 | val_loss: 0.002479 | Time: 1442.09 ms [2020-12-18 12:51:44 main:581] : INFO : Epoch 989 | loss: 0.002427 | val_loss: 0.00231407 | Time: 1443.98 ms [2020-12-18 12:51:45 main:581] : INFO : Epoch 990 | loss: 0.00246415 | val_loss: 0.00321311 | Time: 1449.56 ms [2020-12-18 12:51:46 main:581] : INFO : Epoch 991 | loss: 0.00253884 | val_loss: 0.00231099 | Time: 1460.49 ms [2020-12-18 12:51:48 main:581] : INFO : Epoch 992 | loss: 0.0023771 | val_loss: 0.00223436 | Time: 1451.47 ms [2020-12-18 12:51:49 main:581] : INFO : Epoch 993 | loss: 0.00228543 | val_loss: 0.00213094 | Time: 1461.3 ms [2020-12-18 12:51:51 main:581] : INFO : Epoch 994 | loss: 0.00217735 | val_loss: 0.00203855 | Time: 1467.99 ms [2020-12-18 12:51:52 main:581] : INFO : Epoch 995 | loss: 0.00205352 | val_loss: 0.00194596 | Time: 1504.16 ms [2020-12-18 12:51:54 main:581] : INFO : Epoch 996 | loss: 0.00198705 | val_loss: 0.00198781 | Time: 1443.57 ms [2020-12-18 12:51:55 main:581] : INFO : Epoch 997 | loss: 0.00196101 | val_loss: 0.00189544 | Time: 1472.9 ms [2020-12-18 12:51:57 main:581] : INFO : Epoch 998 | loss: 0.00192301 | val_loss: 0.00187048 | Time: 1466.23 ms [2020-12-18 12:51:58 main:581] : INFO : Epoch 999 | loss: 0.00189905 | val_loss: 0.00187599 | Time: 1467.56 ms [2020-12-18 12:52:00 main:581] : INFO : Epoch 1000 | loss: 0.00190713 | val_loss: 0.00185498 | Time: 1464.46 ms [2020-12-18 12:52:01 main:581] : INFO : Epoch 1001 | loss: 0.0018697 | val_loss: 0.00179194 | Time: 1456.73 ms [2020-12-18 12:52:03 main:581] : INFO : Epoch 1002 | loss: 0.00181289 | val_loss: 0.00175265 | Time: 1469.79 ms [2020-12-18 12:52:04 main:581] : INFO : Epoch 1003 | loss: 0.00175158 | val_loss: 0.00171838 | Time: 1475.66 ms [2020-12-18 12:52:05 main:581] : INFO : Epoch 1004 | loss: 0.00173726 | val_loss: 0.00170182 | Time: 1439.46 ms [2020-12-18 12:52:07 main:581] : INFO : Epoch 1005 | loss: 0.00171264 | val_loss: 0.00169184 | Time: 1451.44 ms [2020-12-18 12:52:08 main:581] : INFO : Epoch 1006 | loss: 0.00170122 | val_loss: 0.00168802 | Time: 1455.58 ms [2020-12-18 12:52:10 main:581] : INFO : Epoch 1007 | loss: 0.00169536 | val_loss: 0.00168384 | Time: 1454.71 ms [2020-12-18 12:52:11 main:581] : INFO : Epoch 1008 | loss: 0.0016779 | val_loss: 0.00167961 | Time: 1449.99 ms [2020-12-18 12:52:13 main:581] : INFO : Epoch 1009 | loss: 0.00167691 | val_loss: 0.0017001 | Time: 1420.61 ms [2020-12-18 12:52:14 main:581] : INFO : Epoch 1010 | loss: 0.00169468 | val_loss: 0.00166998 | Time: 1443.08 ms [2020-12-18 12:52:16 main:581] : INFO : Epoch 1011 | loss: 0.00166779 | val_loss: 0.00168542 | Time: 1466.79 ms [2020-12-18 12:52:17 main:581] : INFO : Epoch 1012 | loss: 0.00167514 | val_loss: 0.0016681 | Time: 1477.25 ms [2020-12-18 12:52:19 main:581] : INFO : Epoch 1013 | loss: 0.00165614 | val_loss: 0.00167559 | Time: 1488.72 ms [2020-12-18 12:52:20 main:581] : INFO : Epoch 1014 | loss: 0.00168626 | val_loss: 0.00169273 | Time: 1471.84 ms [2020-12-18 12:52:22 main:581] : INFO : Epoch 1015 | loss: 0.00166411 | val_loss: 0.00166692 | Time: 1477.43 ms [2020-12-18 12:52:23 main:581] : INFO : Epoch 1016 | loss: 0.00165412 | val_loss: 0.00166506 | Time: 1497.58 ms [2020-12-18 12:52:24 main:581] : INFO : Epoch 1017 | loss: 0.00165391 | val_loss: 0.00166322 | Time: 1464.64 ms [2020-12-18 12:52:26 main:581] : INFO : Epoch 1018 | loss: 0.00165299 | val_loss: 0.00168227 | Time: 1462.99 ms [2020-12-18 12:52:27 main:581] : INFO : Epoch 1019 | loss: 0.00168099 | val_loss: 0.00168693 | Time: 1413.36 ms [2020-12-18 12:52:29 main:581] : INFO : Epoch 1020 | loss: 0.00165542 | val_loss: 0.00167087 | Time: 1445.29 ms [2020-12-18 12:52:30 main:581] : INFO : Epoch 1021 | loss: 0.00165316 | val_loss: 0.00166619 | Time: 1442.53 ms [2020-12-18 12:52:32 main:581] : INFO : Epoch 1022 | loss: 0.00164558 | val_loss: 0.001667 | Time: 1434.52 ms [2020-12-18 12:52:33 main:581] : INFO : Epoch 1023 | loss: 0.00166125 | val_loss: 0.0016782 | Time: 1406.27 ms [2020-12-18 12:52:35 main:581] : INFO : Epoch 1024 | loss: 0.00165429 | val_loss: 0.00168384 | Time: 1437.3 ms [2020-12-18 12:52:35 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.00168384 [2020-12-18 12:52:35 main:610] : INFO : Saving end state to config to file [2020-12-18 12:52:35 main:615] : INFO : Success, exiting.. 12:52:35 (4183703): 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)