Task 3279739
| Name | EightBitModified-1605931948-1787-8_1 |
| Workunit | 1538371 |
| Created | 14 Dec 2020, 16:44:02 UTC |
| Sent | 14 Dec 2020, 17:20:51 UTC |
| Report deadline | 21 Dec 2020, 17:20:51 UTC |
| Received | 15 Dec 2020, 17:40:49 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5087 |
| Run time | 19 min 54 sec |
| CPU time | 19 min 34 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,379.54 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.62 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 519 | loss: 0.00149919 | val_loss: 0.00153046 | Time: 1140.5 ms [2020-12-15 18:06:31 main:574] : INFO : Epoch 520 | loss: 0.00150003 | val_loss: 0.00153675 | Time: 1133.3 ms [2020-12-15 18:06:32 main:574] : INFO : Epoch 521 | loss: 0.00149923 | val_loss: 0.0015309 | Time: 1171.84 ms [2020-12-15 18:06:33 main:574] : INFO : Epoch 522 | loss: 0.00149708 | val_loss: 0.0015303 | Time: 1139.19 ms [2020-12-15 18:06:34 main:574] : INFO : Epoch 523 | loss: 0.00157768 | val_loss: 0.00184242 | Time: 1151.14 ms [2020-12-15 18:06:35 main:574] : INFO : Epoch 524 | loss: 0.00159277 | val_loss: 0.00154812 | Time: 1138.17 ms [2020-12-15 18:06:37 main:574] : INFO : Epoch 525 | loss: 0.00151703 | val_loss: 0.00154466 | Time: 1166.02 ms [2020-12-15 18:06:38 main:574] : INFO : Epoch 526 | loss: 0.00150705 | val_loss: 0.00154141 | Time: 1133 ms [2020-12-15 18:06:39 main:574] : INFO : Epoch 527 | loss: 0.00150208 | val_loss: 0.00153204 | Time: 1129.25 ms [2020-12-15 18:06:40 main:574] : INFO : Epoch 528 | loss: 0.00149657 | val_loss: 0.00153073 | Time: 1133.1 ms [2020-12-15 18:06:41 main:574] : INFO : Epoch 529 | loss: 0.0014949 | val_loss: 0.00152955 | Time: 1160.4 ms [2020-12-15 18:06:42 main:574] : INFO : Epoch 530 | loss: 0.00149487 | val_loss: 0.0015312 | Time: 1155.01 ms [2020-12-15 18:06:43 main:574] : INFO : Epoch 531 | loss: 0.00150076 | val_loss: 0.00159719 | Time: 1139.89 ms [2020-12-15 18:06:45 main:574] : INFO : Epoch 532 | loss: 0.00176848 | val_loss: 0.00170511 | Time: 1140.88 ms [2020-12-15 18:06:46 main:574] : INFO : Epoch 533 | loss: 0.00156651 | val_loss: 0.00155941 | Time: 1138.31 ms [2020-12-15 18:06:47 main:574] : INFO : Epoch 534 | loss: 0.00151625 | val_loss: 0.0015474 | Time: 1174.81 ms [2020-12-15 18:06:48 main:574] : INFO : Epoch 535 | loss: 0.00150488 | val_loss: 0.00153514 | Time: 1141.74 ms [2020-12-15 18:06:49 main:574] : INFO : Epoch 536 | loss: 0.00150062 | val_loss: 0.00153353 | Time: 1144.25 ms [2020-12-15 18:06:50 main:574] : INFO : Epoch 537 | loss: 0.00150057 | val_loss: 0.00153323 | Time: 1151.5 ms [2020-12-15 18:06:51 main:574] : INFO : Epoch 538 | loss: 0.00149837 | val_loss: 0.00153332 | Time: 1180.98 ms [2020-12-15 18:06:53 main:574] : INFO : Epoch 539 | loss: 0.00150089 | val_loss: 0.00153702 | Time: 1153 ms [2020-12-15 18:06:54 main:574] : INFO : Epoch 540 | loss: 0.00150082 | val_loss: 0.00153675 | Time: 1149.9 ms [2020-12-15 18:06:55 main:574] : INFO : Epoch 541 | loss: 0.00150018 | val_loss: 0.00152984 | Time: 1149.12 ms [2020-12-15 18:06:56 main:574] : INFO : Epoch 542 | loss: 0.00149809 | val_loss: 0.0015352 | Time: 1172.01 ms [2020-12-15 18:06:57 main:574] : INFO : Epoch 543 | loss: 0.00149837 | val_loss: 0.0015368 | Time: 1152.58 ms [2020-12-15 18:06:58 main:574] : INFO : Epoch 544 | loss: 0.00159862 | val_loss: 0.00159579 | Time: 1142.31 ms [2020-12-15 18:07:00 main:574] : INFO : Epoch 545 | loss: 0.00153329 | val_loss: 0.0015487 | Time: 1144.03 ms [2020-12-15 18:07:01 main:574] : INFO : Epoch 546 | loss: 0.00150372 | val_loss: 0.0015336 | Time: 1146.46 ms [2020-12-15 18:07:02 main:574] : INFO : Epoch 547 | loss: 0.00149725 | val_loss: 0.0015315 | Time: 1175.3 ms [2020-12-15 18:07:03 main:574] : INFO : Epoch 548 | loss: 0.00149755 | val_loss: 0.00153251 | Time: 1141.78 ms [2020-12-15 18:07:04 main:574] : INFO : Epoch 549 | loss: 0.00149887 | val_loss: 0.0015294 | Time: 1147.48 ms [2020-12-15 18:07:05 main:574] : INFO : Epoch 550 | loss: 0.0014959 | val_loss: 0.0015336 | Time: 1145.7 ms [2020-12-15 18:07:07 main:574] : INFO : Epoch 551 | loss: 0.00162784 | val_loss: 0.00161868 | Time: 1184.4 ms [2020-12-15 18:07:08 main:574] : INFO : Epoch 552 | loss: 0.00158261 | val_loss: 0.00155012 | Time: 1146.59 ms [2020-12-15 18:07:09 main:574] : INFO : Epoch 553 | loss: 0.00151425 | val_loss: 0.00153909 | Time: 1139.96 ms [2020-12-15 18:07:10 main:574] : INFO : Epoch 554 | loss: 0.0015027 | val_loss: 0.0015337 | Time: 1143.79 ms [2020-12-15 18:07:11 main:574] : INFO : Epoch 555 | loss: 0.0015012 | val_loss: 0.00153529 | Time: 1158.25 ms [2020-12-15 18:07:12 main:574] : INFO : Epoch 556 | loss: 0.0014972 | val_loss: 0.00153196 | Time: 1170.04 ms [2020-12-15 18:07:14 main:574] : INFO : Epoch 557 | loss: 0.00149658 | val_loss: 0.0015296 | Time: 1149.96 ms [2020-12-15 18:07:15 main:574] : INFO : Epoch 558 | loss: 0.00149677 | val_loss: 0.00153429 | Time: 1152.48 ms [2020-12-15 18:07:16 main:574] : INFO : Epoch 559 | loss: 0.00149653 | val_loss: 0.00153107 | Time: 1144.67 ms [2020-12-15 18:07:17 main:574] : INFO : Epoch 560 | loss: 0.00151084 | val_loss: 0.00155789 | Time: 1174.96 ms [2020-12-15 18:07:18 main:574] : INFO : Epoch 561 | loss: 0.00154482 | val_loss: 0.00170313 | Time: 1147.8 ms [2020-12-15 18:07:19 main:574] : INFO : Epoch 562 | loss: 0.00155142 | val_loss: 0.00153829 | Time: 1144.02 ms [2020-12-15 18:07:20 main:574] : INFO : Epoch 563 | loss: 0.00150026 | val_loss: 0.00153439 | Time: 1149.98 ms [2020-12-15 18:07:22 main:574] : INFO : Epoch 564 | loss: 0.00149515 | val_loss: 0.00153047 | Time: 1172.12 ms [2020-12-15 18:07:23 main:574] : INFO : Epoch 565 | loss: 0.0014959 | val_loss: 0.00152964 | Time: 1145.25 ms [2020-12-15 18:07:24 main:574] : INFO : Epoch 566 | loss: 0.00149648 | val_loss: 0.00153913 | Time: 1144.01 ms [2020-12-15 18:07:25 main:574] : INFO : Epoch 567 | loss: 0.00167342 | val_loss: 0.00157223 | Time: 1166.34 ms [2020-12-15 18:07:26 main:574] : INFO : Epoch 568 | loss: 0.00155571 | val_loss: 0.00154441 | Time: 1183.24 ms [2020-12-15 18:07:27 main:574] : INFO : Epoch 569 | loss: 0.00150984 | val_loss: 0.00153452 | Time: 1149.68 ms [2020-12-15 18:07:29 main:574] : INFO : Epoch 570 | loss: 0.00149995 | val_loss: 0.00153214 | Time: 1140.98 ms [2020-12-15 18:07:30 main:574] : INFO : Epoch 571 | loss: 0.00149677 | val_loss: 0.00153378 | Time: 1152.85 ms [2020-12-15 18:07:31 main:574] : INFO : Epoch 572 | loss: 0.00150199 | val_loss: 0.00153785 | Time: 1151.16 ms [2020-12-15 18:07:32 main:574] : INFO : Epoch 573 | loss: 0.00150097 | val_loss: 0.0015345 | Time: 1175.72 ms [2020-12-15 18:07:33 main:574] : INFO : Epoch 574 | loss: 0.00150024 | val_loss: 0.00153152 | Time: 1141.2 ms [2020-12-15 18:07:34 main:574] : INFO : Epoch 575 | loss: 0.00149761 | val_loss: 0.0015343 | Time: 1146.21 ms [2020-12-15 18:07:36 main:574] : INFO : Epoch 576 | loss: 0.00150988 | val_loss: 0.00162725 | Time: 1146.34 ms [2020-12-15 18:07:37 main:574] : INFO : Epoch 577 | loss: 0.00157986 | val_loss: 0.00155617 | Time: 1171.11 ms [2020-12-15 18:07:38 main:574] : INFO : Epoch 578 | loss: 0.00150975 | val_loss: 0.00154352 | Time: 1145.27 ms [2020-12-15 18:07:39 main:574] : INFO : Epoch 579 | loss: 0.0015041 | val_loss: 0.00153367 | Time: 1142.11 ms [2020-12-15 18:07:40 main:574] : INFO : Epoch 580 | loss: 0.00149579 | val_loss: 0.00153125 | Time: 1148.33 ms [2020-12-15 18:07:41 main:574] : INFO : Epoch 581 | loss: 0.00149581 | val_loss: 0.00153011 | Time: 1172.09 ms [2020-12-15 18:07:42 main:574] : INFO : Epoch 582 | loss: 0.00150107 | val_loss: 0.00161177 | Time: 1141.64 ms [2020-12-15 18:07:44 main:574] : INFO : Epoch 583 | loss: 0.00168123 | val_loss: 0.00155644 | Time: 1144.33 ms [2020-12-15 18:07:45 main:574] : INFO : Epoch 584 | loss: 0.00153636 | val_loss: 0.001544 | Time: 1142.02 ms [2020-12-15 18:07:46 main:574] : INFO : Epoch 585 | loss: 0.0015075 | val_loss: 0.0015358 | Time: 1159.62 ms [2020-12-15 18:07:47 main:574] : INFO : Epoch 586 | loss: 0.00150128 | val_loss: 0.00153413 | Time: 1171.16 ms [2020-12-15 18:07:48 main:574] : INFO : Epoch 587 | loss: 0.00149919 | val_loss: 0.00153213 | Time: 1147.06 ms [2020-12-15 18:07:49 main:574] : INFO : Epoch 588 | loss: 0.00149638 | val_loss: 0.00153587 | Time: 1153.62 ms [2020-12-15 18:07:51 main:574] : INFO : Epoch 589 | loss: 0.00149636 | val_loss: 0.00153285 | Time: 1151.47 ms [2020-12-15 18:07:52 main:574] : INFO : Epoch 590 | loss: 0.00149551 | val_loss: 0.00152816 | Time: 1170.12 ms [2020-12-15 18:07:53 main:574] : INFO : Epoch 591 | loss: 0.00149586 | val_loss: 0.00153547 | Time: 1151.78 ms [2020-12-15 18:07:54 main:574] : INFO : Epoch 592 | loss: 0.00152244 | val_loss: 0.00163286 | Time: 1145.23 ms [2020-12-15 18:07:55 main:574] : INFO : Epoch 593 | loss: 0.00157083 | val_loss: 0.0015454 | Time: 1159.45 ms [2020-12-15 18:07:56 main:574] : INFO : Epoch 594 | loss: 0.00150998 | val_loss: 0.00153737 | Time: 1194.03 ms [2020-12-15 18:07:58 main:574] : INFO : Epoch 595 | loss: 0.00150166 | val_loss: 0.00153168 | Time: 1153.62 ms [2020-12-15 18:07:59 main:574] : INFO : Epoch 596 | loss: 0.00149832 | val_loss: 0.00153625 | Time: 1162.01 ms [2020-12-15 18:08:00 main:574] : INFO : Epoch 597 | loss: 0.00149746 | val_loss: 0.00152929 | Time: 1149.22 ms [2020-12-15 18:08:01 main:574] : INFO : Epoch 598 | loss: 0.00149915 | val_loss: 0.00157402 | Time: 1164.47 ms [2020-12-15 18:08:02 main:574] : INFO : Epoch 599 | loss: 0.00176355 | val_loss: 0.00157627 | Time: 1182.83 ms [2020-12-15 18:08:03 main:574] : INFO : Epoch 600 | loss: 0.00156221 | val_loss: 0.00155931 | Time: 1146.77 ms [2020-12-15 18:08:05 main:574] : INFO : Epoch 601 | loss: 0.0015163 | val_loss: 0.00154127 | Time: 1131.86 ms [2020-12-15 18:08:06 main:574] : INFO : Epoch 602 | loss: 0.00150503 | val_loss: 0.00153971 | Time: 1142.73 ms [2020-12-15 18:08:07 main:574] : INFO : Epoch 603 | loss: 0.00150212 | val_loss: 0.0015339 | Time: 1174.27 ms [2020-12-15 18:08:08 main:574] : INFO : Epoch 604 | loss: 0.00150007 | val_loss: 0.00153571 | Time: 1165.26 ms [2020-12-15 18:08:09 main:574] : INFO : Epoch 605 | loss: 0.00150123 | val_loss: 0.00153483 | Time: 1162.28 ms [2020-12-15 18:08:10 main:574] : INFO : Epoch 606 | loss: 0.00149913 | val_loss: 0.00153453 | Time: 1157.79 ms [2020-12-15 18:08:12 main:574] : INFO : Epoch 607 | loss: 0.00149776 | val_loss: 0.00153152 | Time: 1191.91 ms [2020-12-15 18:08:13 main:574] : INFO : Epoch 608 | loss: 0.00149844 | val_loss: 0.00153328 | Time: 1156.58 ms [2020-12-15 18:08:14 main:574] : INFO : Epoch 609 | loss: 0.00149912 | val_loss: 0.00153008 | Time: 1165.42 ms [2020-12-15 18:08:15 main:574] : INFO : Epoch 610 | loss: 0.00149861 | val_loss: 0.00156841 | Time: 1154.08 ms [2020-12-15 18:08:16 main:574] : INFO : Epoch 611 | loss: 0.00161101 | val_loss: 0.00155637 | Time: 1179.13 ms [2020-12-15 18:08:17 main:574] : INFO : Epoch 612 | loss: 0.00151621 | val_loss: 0.00154018 | Time: 1157.08 ms [2020-12-15 18:08:19 main:574] : INFO : Epoch 613 | loss: 0.00150118 | val_loss: 0.0015309 | Time: 1143.37 ms [2020-12-15 18:08:20 main:574] : INFO : Epoch 614 | loss: 0.00149711 | val_loss: 0.00152709 | Time: 1145.66 ms [2020-12-15 18:08:21 main:574] : INFO : Epoch 615 | loss: 0.00149427 | val_loss: 0.00153107 | Time: 1146.89 ms [2020-12-15 18:08:22 main:574] : INFO : Epoch 616 | loss: 0.00149665 | val_loss: 0.001537 | Time: 1184.14 ms [2020-12-15 18:08:23 main:574] : INFO : Epoch 617 | loss: 0.00158371 | val_loss: 0.00156093 | Time: 1156.25 ms [2020-12-15 18:08:24 main:574] : INFO : Epoch 618 | loss: 0.00153356 | val_loss: 0.00158947 | Time: 1159.66 ms [2020-12-15 18:08:26 main:574] : INFO : Epoch 619 | loss: 0.00164115 | val_loss: 0.00178716 | Time: 1159.8 ms [2020-12-15 18:08:27 main:574] : INFO : Epoch 620 | loss: 0.0019907 | val_loss: 0.00220012 | Time: 1179.04 ms [2020-12-15 18:08:28 main:574] : INFO : Epoch 621 | loss: 0.00211115 | val_loss: 0.00195943 | Time: 1163.02 ms [2020-12-15 18:08:29 main:574] : INFO : Epoch 622 | loss: 0.00180526 | val_loss: 0.00180382 | Time: 1144.73 ms [2020-12-15 18:08:30 main:574] : INFO : Epoch 623 | loss: 0.00180082 | val_loss: 0.0018035 | Time: 1154.29 ms [2020-12-15 18:08:31 main:574] : INFO : Epoch 624 | loss: 0.00176228 | val_loss: 0.00183516 | Time: 1177.14 ms [2020-12-15 18:08:33 main:574] : INFO : Epoch 625 | loss: 0.00176471 | val_loss: 0.00180065 | Time: 1150.53 ms [2020-12-15 18:08:34 main:574] : INFO : Epoch 626 | loss: 0.00175122 | val_loss: 0.00179206 | Time: 1155.29 ms [2020-12-15 18:08:35 main:574] : INFO : Epoch 627 | loss: 0.00174646 | val_loss: 0.00179028 | Time: 1154.4 ms [2020-12-15 18:08:36 main:574] : INFO : Epoch 628 | loss: 0.00174289 | val_loss: 0.00179223 | Time: 1164.18 ms [2020-12-15 18:08:37 main:574] : INFO : Epoch 629 | loss: 0.00179459 | val_loss: 0.00183468 | Time: 1174.18 ms [2020-12-15 18:08:38 main:574] : INFO : Epoch 630 | loss: 0.00175235 | val_loss: 0.00177867 | Time: 1155.88 ms [2020-12-15 18:08:40 main:574] : INFO : Epoch 631 | loss: 0.00173728 | val_loss: 0.00180523 | Time: 1147.99 ms [2020-12-15 18:08:41 main:574] : INFO : Epoch 632 | loss: 0.00184922 | val_loss: 0.00225876 | Time: 1151.66 ms [2020-12-15 18:08:42 main:574] : INFO : Epoch 633 | loss: 0.00210533 | val_loss: 0.00194158 | Time: 1169.72 ms [2020-12-15 18:08:43 main:574] : INFO : Epoch 634 | loss: 0.00194935 | val_loss: 0.00191219 | Time: 1158.1 ms [2020-12-15 18:08:44 main:574] : INFO : Epoch 635 | loss: 0.00185628 | val_loss: 0.00191211 | Time: 1156.52 ms [2020-12-15 18:08:45 main:574] : INFO : Epoch 636 | loss: 0.00203618 | val_loss: 0.00283659 | Time: 1156.61 ms [2020-12-15 18:08:47 main:574] : INFO : Epoch 637 | loss: 0.0450096 | val_loss: 0.0718658 | Time: 1187.98 ms [2020-12-15 18:08:48 main:574] : INFO : Epoch 638 | loss: 0.0793334 | val_loss: 0.0794773 | Time: 1133.64 ms [2020-12-15 18:08:49 main:574] : INFO : Epoch 639 | loss: 0.0775276 | val_loss: 0.0764726 | Time: 1140 ms [2020-12-15 18:08:50 main:574] : INFO : Epoch 640 | loss: 0.0749103 | val_loss: 0.0726104 | Time: 1132.16 ms [2020-12-15 18:08:51 main:574] : INFO : Epoch 641 | loss: 0.0710599 | val_loss: 0.0679451 | Time: 1140.27 ms [2020-12-15 18:08:52 main:574] : INFO : Epoch 642 | loss: 0.0652069 | val_loss: 0.0622475 | Time: 1171.36 ms [2020-12-15 18:08:53 main:574] : INFO : Epoch 643 | loss: 0.0587968 | val_loss: 0.0564382 | Time: 1137.81 ms [2020-12-15 18:08:55 main:574] : INFO : Epoch 644 | loss: 0.0540294 | val_loss: 0.0520577 | Time: 1130.44 ms [2020-12-15 18:08:56 main:574] : INFO : Epoch 645 | loss: 0.0508352 | val_loss: 0.050093 | Time: 1137.32 ms [2020-12-15 18:08:57 main:574] : INFO : Epoch 646 | loss: 0.0489263 | val_loss: 0.0484082 | Time: 1173.12 ms [2020-12-15 18:08:58 main:574] : INFO : Epoch 647 | loss: 0.0468937 | val_loss: 0.0460354 | Time: 1140.42 ms [2020-12-15 18:08:59 main:574] : INFO : Epoch 648 | loss: 0.0443415 | val_loss: 0.0428083 | Time: 1127.42 ms [2020-12-15 18:09:00 main:574] : INFO : Epoch 649 | loss: 0.0417998 | val_loss: 0.0411239 | Time: 1144.01 ms [2020-12-15 18:09:02 main:574] : INFO : Epoch 650 | loss: 0.0400297 | val_loss: 0.0392416 | Time: 1168.96 ms [2020-12-15 18:09:03 main:574] : INFO : Epoch 651 | loss: 0.0381552 | val_loss: 0.0360414 | Time: 1134.93 ms [2020-12-15 18:09:04 main:574] : INFO : Epoch 652 | loss: 0.0331327 | val_loss: 0.0298807 | Time: 1133.91 ms [2020-12-15 18:09:05 main:574] : INFO : Epoch 653 | loss: 0.0283078 | val_loss: 0.0268628 | Time: 1145.46 ms [2020-12-15 18:09:06 main:574] : INFO : Epoch 654 | loss: 0.0255735 | val_loss: 0.024585 | Time: 1146.74 ms [2020-12-15 18:09:07 main:574] : INFO : Epoch 655 | loss: 0.0236517 | val_loss: 0.0230698 | Time: 1178.53 ms [2020-12-15 18:09:08 main:574] : INFO : Epoch 656 | loss: 0.0222537 | val_loss: 0.021831 | Time: 1152.31 ms [2020-12-15 18:09:10 main:574] : INFO : Epoch 657 | loss: 0.0210208 | val_loss: 0.0206114 | Time: 1150.55 ms [2020-12-15 18:09:11 main:574] : INFO : Epoch 658 | loss: 0.0202801 | val_loss: 0.0201247 | Time: 1143.2 ms [2020-12-15 18:09:12 main:574] : INFO : Epoch 659 | loss: 0.0188218 | val_loss: 0.0182782 | Time: 1178.33 ms [2020-12-15 18:09:13 main:574] : INFO : Epoch 660 | loss: 0.0175854 | val_loss: 0.0170142 | Time: 1148.2 ms [2020-12-15 18:09:14 main:574] : INFO : Epoch 661 | loss: 0.0165121 | val_loss: 0.0163277 | Time: 1156.2 ms [2020-12-15 18:09:15 main:574] : INFO : Epoch 662 | loss: 0.0159383 | val_loss: 0.0158657 | Time: 1156.27 ms [2020-12-15 18:09:17 main:574] : INFO : Epoch 663 | loss: 0.0154952 | val_loss: 0.0154192 | Time: 1188.68 ms [2020-12-15 18:09:18 main:574] : INFO : Epoch 664 | loss: 0.0151012 | val_loss: 0.0150372 | Time: 1142.14 ms [2020-12-15 18:09:19 main:574] : INFO : Epoch 665 | loss: 0.0150958 | val_loss: 0.0151109 | Time: 1137.96 ms [2020-12-15 18:09:20 main:574] : INFO : Epoch 666 | loss: 0.0147345 | val_loss: 0.0146929 | Time: 1147.88 ms [2020-12-15 18:09:21 main:574] : INFO : Epoch 667 | loss: 0.0145092 | val_loss: 0.0145739 | Time: 1147.84 ms [2020-12-15 18:09:22 main:574] : INFO : Epoch 668 | loss: 0.0143938 | val_loss: 0.0144683 | Time: 1163.5 ms [2020-12-15 18:09:24 main:574] : INFO : Epoch 669 | loss: 0.0143042 | val_loss: 0.014388 | Time: 1147.78 ms [2020-12-15 18:09:25 main:574] : INFO : Epoch 670 | loss: 0.0142343 | val_loss: 0.0143187 | Time: 1138.87 ms [2020-12-15 18:09:26 main:574] : INFO : Epoch 671 | loss: 0.0141597 | val_loss: 0.0142554 | Time: 1130.02 ms [2020-12-15 18:09:27 main:574] : INFO : Epoch 672 | loss: 0.0141042 | val_loss: 0.0141866 | Time: 1169.67 ms [2020-12-15 18:09:28 main:574] : INFO : Epoch 673 | loss: 0.0140501 | val_loss: 0.0141435 | Time: 1139.58 ms [2020-12-15 18:09:29 main:574] : INFO : Epoch 674 | loss: 0.0139979 | val_loss: 0.0141066 | Time: 1135.83 ms [2020-12-15 18:09:30 main:574] : INFO : Epoch 675 | loss: 0.0139512 | val_loss: 0.014039 | Time: 1137.31 ms [2020-12-15 18:09:32 main:574] : INFO : Epoch 676 | loss: 0.0139015 | val_loss: 0.0140049 | Time: 1166.52 ms [2020-12-15 18:09:33 main:574] : INFO : Epoch 677 | loss: 0.0138316 | val_loss: 0.0139267 | Time: 1141.38 ms [2020-12-15 18:09:34 main:574] : INFO : Epoch 678 | loss: 0.0137672 | val_loss: 0.0138633 | Time: 1135.39 ms [2020-12-15 18:09:35 main:574] : INFO : Epoch 679 | loss: 0.0137191 | val_loss: 0.0138155 | Time: 1128.32 ms [2020-12-15 18:09:36 main:574] : INFO : Epoch 680 | loss: 0.0136672 | val_loss: 0.0137713 | Time: 1128.35 ms [2020-12-15 18:09:37 main:574] : INFO : Epoch 681 | loss: 0.013623 | val_loss: 0.0137263 | Time: 1175.99 ms [2020-12-15 18:09:38 main:574] : INFO : Epoch 682 | loss: 0.0135922 | val_loss: 0.0136946 | Time: 1137.1 ms [2020-12-15 18:09:40 main:574] : INFO : Epoch 683 | loss: 0.0135613 | val_loss: 0.0136702 | Time: 1136.08 ms [2020-12-15 18:09:41 main:574] : INFO : Epoch 684 | loss: 0.0135426 | val_loss: 0.0136448 | Time: 1142.68 ms [2020-12-15 18:09:42 main:574] : INFO : Epoch 685 | loss: 0.0135065 | val_loss: 0.0136182 | Time: 1170.12 ms [2020-12-15 18:09:43 main:574] : INFO : Epoch 686 | loss: 0.0134832 | val_loss: 0.0136076 | Time: 1144.79 ms [2020-12-15 18:09:44 main:574] : INFO : Epoch 687 | loss: 0.0134564 | val_loss: 0.013558 | Time: 1138.2 ms [2020-12-15 18:09:45 main:574] : INFO : Epoch 688 | loss: 0.0134257 | val_loss: 0.0135461 | Time: 1137.69 ms [2020-12-15 18:09:47 main:574] : INFO : Epoch 689 | loss: 0.0134082 | val_loss: 0.0135189 | Time: 1170.6 ms [2020-12-15 18:09:48 main:574] : INFO : Epoch 690 | loss: 0.0133777 | val_loss: 0.013486 | Time: 1144.55 ms [2020-12-15 18:09:49 main:574] : INFO : Epoch 691 | loss: 0.0133576 | val_loss: 0.0134784 | Time: 1144.25 ms [2020-12-15 18:09:50 main:574] : INFO : Epoch 692 | loss: 0.0133349 | val_loss: 0.0134459 | Time: 1138.69 ms [2020-12-15 18:09:51 main:574] : INFO : Epoch 693 | loss: 0.0133089 | val_loss: 0.0134308 | Time: 1137 ms [2020-12-15 18:09:52 main:574] : INFO : Epoch 694 | loss: 0.0132926 | val_loss: 0.0134049 | Time: 1163.75 ms [2020-12-15 18:09:53 main:574] : INFO : Epoch 695 | loss: 0.0132656 | val_loss: 0.013387 | Time: 1153.56 ms [2020-12-15 18:09:55 main:574] : INFO : Epoch 696 | loss: 0.0132395 | val_loss: 0.0133499 | Time: 1136.84 ms [2020-12-15 18:09:56 main:574] : INFO : Epoch 697 | loss: 0.0131837 | val_loss: 0.0132934 | Time: 1135 ms [2020-12-15 18:09:57 main:574] : INFO : Epoch 698 | loss: 0.0131387 | val_loss: 0.0132071 | Time: 1165.78 ms [2020-12-15 18:09:58 main:574] : INFO : Epoch 699 | loss: 0.0130484 | val_loss: 0.0178618 | Time: 1146.5 ms [2020-12-15 18:09:59 main:574] : INFO : Epoch 700 | loss: 0.0144583 | val_loss: 0.0129577 | Time: 1141.97 ms [2020-12-15 18:10:00 main:574] : INFO : Epoch 701 | loss: 0.0118036 | val_loss: 0.0113384 | Time: 1145.66 ms [2020-12-15 18:10:02 main:574] : INFO : Epoch 702 | loss: 0.011087 | val_loss: 0.0111028 | Time: 1164.24 ms [2020-12-15 18:10:03 main:574] : INFO : Epoch 703 | loss: 0.0109105 | val_loss: 0.0109848 | Time: 1141.12 ms [2020-12-15 18:10:04 main:574] : INFO : Epoch 704 | loss: 0.0108216 | val_loss: 0.0109259 | Time: 1141.23 ms [2020-12-15 18:10:05 main:574] : INFO : Epoch 705 | loss: 0.0107729 | val_loss: 0.0108717 | Time: 1143.32 ms [2020-12-15 18:10:06 main:574] : INFO : Epoch 706 | loss: 0.0107281 | val_loss: 0.0108484 | Time: 1146.76 ms [2020-12-15 18:10:07 main:574] : INFO : Epoch 707 | loss: 0.0107008 | val_loss: 0.0108122 | Time: 1164.43 ms [2020-12-15 18:10:08 main:574] : INFO : Epoch 708 | loss: 0.0106729 | val_loss: 0.0107848 | Time: 1144.26 ms [2020-12-15 18:10:10 main:574] : INFO : Epoch 709 | loss: 0.0106404 | val_loss: 0.0107507 | Time: 1138.08 ms [2020-12-15 18:10:11 main:574] : INFO : Epoch 710 | loss: 0.0106233 | val_loss: 0.0107329 | Time: 1132.75 ms [2020-12-15 18:10:12 main:574] : INFO : Epoch 711 | loss: 0.0106038 | val_loss: 0.0107179 | Time: 1167.18 ms [2020-12-15 18:10:13 main:574] : INFO : Epoch 712 | loss: 0.010577 | val_loss: 0.0106929 | Time: 1142.98 ms [2020-12-15 18:10:14 main:574] : INFO : Epoch 713 | loss: 0.0105637 | val_loss: 0.0106735 | Time: 1150.15 ms [2020-12-15 18:10:15 main:574] : INFO : Epoch 714 | loss: 0.0105504 | val_loss: 0.0106765 | Time: 1141.21 ms [2020-12-15 18:10:17 main:574] : INFO : Epoch 715 | loss: 0.0105312 | val_loss: 0.0106407 | Time: 1171.43 ms [2020-12-15 18:10:18 main:574] : INFO : Epoch 716 | loss: 0.0105156 | val_loss: 0.0106248 | Time: 1139.04 ms [2020-12-15 18:10:19 main:574] : INFO : Epoch 717 | loss: 0.0105075 | val_loss: 0.0106277 | Time: 1140.36 ms [2020-12-15 18:10:20 main:574] : INFO : Epoch 718 | loss: 0.0104956 | val_loss: 0.0106051 | Time: 1139 ms [2020-12-15 18:10:21 main:574] : INFO : Epoch 719 | loss: 0.010483 | val_loss: 0.0105945 | Time: 1143.34 ms [2020-12-15 18:10:22 main:574] : INFO : Epoch 720 | loss: 0.0104666 | val_loss: 0.010585 | Time: 1173.06 ms [2020-12-15 18:10:23 main:574] : INFO : Epoch 721 | loss: 0.0104488 | val_loss: 0.0105633 | Time: 1148.4 ms [2020-12-15 18:10:25 main:574] : INFO : Epoch 722 | loss: 0.0104375 | val_loss: 0.0105524 | Time: 1151.29 ms [2020-12-15 18:10:26 main:574] : INFO : Epoch 723 | loss: 0.0104235 | val_loss: 0.0105383 | Time: 1147.4 ms [2020-12-15 18:10:27 main:574] : INFO : Epoch 724 | loss: 0.0104152 | val_loss: 0.0105279 | Time: 1178.16 ms [2020-12-15 18:10:28 main:574] : INFO : Epoch 725 | loss: 0.0104031 | val_loss: 0.0105151 | Time: 1140.42 ms [2020-12-15 18:10:29 main:574] : INFO : Epoch 726 | loss: 0.0103904 | val_loss: 0.0105115 | Time: 1144.95 ms [2020-12-15 18:10:30 main:574] : INFO : Epoch 727 | loss: 0.0103786 | val_loss: 0.0104947 | Time: 1147.7 ms [2020-12-15 18:10:32 main:574] : INFO : Epoch 728 | loss: 0.0103706 | val_loss: 0.0104841 | Time: 1175.29 ms [2020-12-15 18:10:33 main:574] : INFO : Epoch 729 | loss: 0.0103671 | val_loss: 0.0105046 | Time: 1135.97 ms [2020-12-15 18:10:34 main:574] : INFO : Epoch 730 | loss: 0.0103703 | val_loss: 0.0104723 | Time: 1134.02 ms [2020-12-15 18:10:35 main:574] : INFO : Epoch 731 | loss: 0.0103463 | val_loss: 0.0104608 | Time: 1128.66 ms [2020-12-15 18:10:36 main:574] : INFO : Epoch 732 | loss: 0.0103417 | val_loss: 0.0104588 | Time: 1133.46 ms [2020-12-15 18:10:37 main:574] : INFO : Epoch 733 | loss: 0.0103406 | val_loss: 0.0104534 | Time: 1164 ms [2020-12-15 18:10:38 main:574] : INFO : Epoch 734 | loss: 0.0103323 | val_loss: 0.0104413 | Time: 1138.95 ms [2020-12-15 18:10:40 main:574] : INFO : Epoch 735 | loss: 0.0103256 | val_loss: 0.0104414 | Time: 1127.33 ms [2020-12-15 18:10:41 main:574] : INFO : Epoch 736 | loss: 0.0103187 | val_loss: 0.0104326 | Time: 1126.72 ms [2020-12-15 18:10:42 main:574] : INFO : Epoch 737 | loss: 0.0103142 | val_loss: 0.0104293 | Time: 1174.21 ms [2020-12-15 18:10:43 main:574] : INFO : Epoch 738 | loss: 0.0103077 | val_loss: 0.0104239 | Time: 1129.77 ms [2020-12-15 18:10:44 main:574] : INFO : Epoch 739 | loss: 0.0103127 | val_loss: 0.0104234 | Time: 1130.54 ms [2020-12-15 18:10:45 main:574] : INFO : Epoch 740 | loss: 0.0103055 | val_loss: 0.010411 | Time: 1131.14 ms [2020-12-15 18:10:46 main:574] : INFO : Epoch 741 | loss: 0.0102896 | val_loss: 0.0104072 | Time: 1161.28 ms [2020-12-15 18:10:48 main:574] : INFO : Epoch 742 | loss: 0.0102864 | val_loss: 0.0104094 | Time: 1153.46 ms [2020-12-15 18:10:49 main:574] : INFO : Epoch 743 | loss: 0.0102884 | val_loss: 0.0104038 | Time: 1149.57 ms [2020-12-15 18:10:50 main:574] : INFO : Epoch 744 | loss: 0.0102807 | val_loss: 0.0104042 | Time: 1138.89 ms [2020-12-15 18:10:51 main:574] : INFO : Epoch 745 | loss: 0.0102753 | val_loss: 0.0103863 | Time: 1137.77 ms [2020-12-15 18:10:52 main:574] : INFO : Epoch 746 | loss: 0.0102707 | val_loss: 0.0103872 | Time: 1161.93 ms [2020-12-15 18:10:53 main:574] : INFO : Epoch 747 | loss: 0.0102654 | val_loss: 0.0103865 | Time: 1138.6 ms [2020-12-15 18:10:55 main:574] : INFO : Epoch 748 | loss: 0.0102641 | val_loss: 0.0103876 | Time: 1141.31 ms [2020-12-15 18:10:56 main:574] : INFO : Epoch 749 | loss: 0.0102794 | val_loss: 0.0103784 | Time: 1148.93 ms [2020-12-15 18:10:57 main:574] : INFO : Epoch 750 | loss: 0.0102617 | val_loss: 0.0103763 | Time: 1165.31 ms [2020-12-15 18:10:58 main:574] : INFO : Epoch 751 | loss: 0.0102571 | val_loss: 0.010377 | Time: 1138.61 ms [2020-12-15 18:10:59 main:574] : INFO : Epoch 752 | loss: 0.0102572 | val_loss: 0.0103829 | Time: 1145.1 ms [2020-12-15 18:11:00 main:574] : INFO : Epoch 753 | loss: 0.0102582 | val_loss: 0.0103797 | Time: 1140.16 ms [2020-12-15 18:11:01 main:574] : INFO : Epoch 754 | loss: 0.0102597 | val_loss: 0.0103737 | Time: 1159.22 ms [2020-12-15 18:11:03 main:574] : INFO : Epoch 755 | loss: 0.0102467 | val_loss: 0.0103662 | Time: 1160.93 ms [2020-12-15 18:11:04 main:574] : INFO : Epoch 756 | loss: 0.0102463 | val_loss: 0.0103552 | Time: 1149.29 ms [2020-12-15 18:11:05 main:574] : INFO : Epoch 757 | loss: 0.01024 | val_loss: 0.0103567 | Time: 1148.33 ms [2020-12-15 18:11:06 main:574] : INFO : Epoch 758 | loss: 0.0102347 | val_loss: 0.0103436 | Time: 1144.33 ms [2020-12-15 18:11:07 main:574] : INFO : Epoch 759 | loss: 0.0102331 | val_loss: 0.0103549 | Time: 1169.12 ms [2020-12-15 18:11:08 main:574] : INFO : Epoch 760 | loss: 0.010234 | val_loss: 0.0103413 | Time: 1136.42 ms [2020-12-15 18:11:10 main:574] : INFO : Epoch 761 | loss: 0.0102292 | val_loss: 0.0103439 | Time: 1149.35 ms [2020-12-15 18:11:11 main:574] : INFO : Epoch 762 | loss: 0.0102282 | val_loss: 0.0103452 | Time: 1146.78 ms [2020-12-15 18:11:12 main:574] : INFO : Epoch 763 | loss: 0.0102246 | val_loss: 0.0103337 | Time: 1163.47 ms [2020-12-15 18:11:13 main:574] : INFO : Epoch 764 | loss: 0.0102164 | val_loss: 0.0103363 | Time: 1147.78 ms [2020-12-15 18:11:14 main:574] : INFO : Epoch 765 | loss: 0.0102179 | val_loss: 0.0103365 | Time: 1146.01 ms [2020-12-15 18:11:15 main:574] : INFO : Epoch 766 | loss: 0.0102126 | val_loss: 0.0103303 | Time: 1140.34 ms [2020-12-15 18:11:16 main:574] : INFO : Epoch 767 | loss: 0.0102189 | val_loss: 0.0103255 | Time: 1175.4 ms [2020-12-15 18:11:18 main:574] : INFO : Epoch 768 | loss: 0.0102146 | val_loss: 0.0103246 | Time: 1154.42 ms [2020-12-15 18:11:19 main:574] : INFO : Epoch 769 | loss: 0.0102122 | val_loss: 0.0103551 | Time: 1160.94 ms [2020-12-15 18:11:20 main:574] : INFO : Epoch 770 | loss: 0.0102182 | val_loss: 0.0103473 | Time: 1152.03 ms [2020-12-15 18:11:21 main:574] : INFO : Epoch 771 | loss: 0.0102085 | val_loss: 0.0103172 | Time: 1151.95 ms [2020-12-15 18:11:22 main:574] : INFO : Epoch 772 | loss: 0.0102002 | val_loss: 0.0103153 | Time: 1180.89 ms [2020-12-15 18:11:23 main:574] : INFO : Epoch 773 | loss: 0.010192 | val_loss: 0.0103085 | Time: 1148.16 ms [2020-12-15 18:11:25 main:574] : INFO : Epoch 774 | loss: 0.0101912 | val_loss: 0.0103098 | Time: 1152.55 ms [2020-12-15 18:11:26 main:574] : INFO : Epoch 775 | loss: 0.0101946 | val_loss: 0.0103107 | Time: 1152.86 ms [2020-12-15 18:11:27 main:574] : INFO : Epoch 776 | loss: 0.0101924 | val_loss: 0.0103005 | Time: 1177.05 ms [2020-12-15 18:11:28 main:574] : INFO : Epoch 777 | loss: 0.0101923 | val_loss: 0.0103143 | Time: 1160.84 ms [2020-12-15 18:11:29 main:574] : INFO : Epoch 778 | loss: 0.0101873 | val_loss: 0.0103032 | Time: 1155.51 ms [2020-12-15 18:11:30 main:574] : INFO : Epoch 779 | loss: 0.0101852 | val_loss: 0.0103087 | Time: 1155.21 ms [2020-12-15 18:11:32 main:574] : INFO : Epoch 780 | loss: 0.0101879 | val_loss: 0.0102971 | Time: 1194.13 ms [2020-12-15 18:11:33 main:574] : INFO : Epoch 781 | loss: 0.0101799 | val_loss: 0.0103009 | Time: 1158.94 ms [2020-12-15 18:11:34 main:574] : INFO : Epoch 782 | loss: 0.0101829 | val_loss: 0.0102908 | Time: 1152.03 ms [2020-12-15 18:11:35 main:574] : INFO : Epoch 783 | loss: 0.0101769 | val_loss: 0.0103007 | Time: 1176.94 ms [2020-12-15 18:11:36 main:574] : INFO : Epoch 784 | loss: 0.0101837 | val_loss: 0.0103344 | Time: 1172.62 ms [2020-12-15 18:11:38 main:574] : INFO : Epoch 785 | loss: 0.0101798 | val_loss: 0.01029 | Time: 1173.26 ms [2020-12-15 18:11:39 main:574] : INFO : Epoch 786 | loss: 0.0101686 | val_loss: 0.0102843 | Time: 1143.28 ms [2020-12-15 18:11:40 main:574] : INFO : Epoch 787 | loss: 0.0101682 | val_loss: 0.0102767 | Time: 1150.97 ms [2020-12-15 18:11:41 main:574] : INFO : Epoch 788 | loss: 0.0101634 | val_loss: 0.0102806 | Time: 1144.37 ms [2020-12-15 18:11:42 main:574] : INFO : Epoch 789 | loss: 0.010159 | val_loss: 0.0102776 | Time: 1186.13 ms [2020-12-15 18:11:43 main:574] : INFO : Epoch 790 | loss: 0.0101566 | val_loss: 0.0102773 | Time: 1156.13 ms [2020-12-15 18:11:44 main:574] : INFO : Epoch 791 | loss: 0.0101619 | val_loss: 0.0102821 | Time: 1167.98 ms [2020-12-15 18:11:46 main:574] : INFO : Epoch 792 | loss: 0.0101542 | val_loss: 0.01028 | Time: 1172.76 ms [2020-12-15 18:11:47 main:574] : INFO : Epoch 793 | loss: 0.0101666 | val_loss: 0.0102708 | Time: 1175.33 ms [2020-12-15 18:11:48 main:574] : INFO : Epoch 794 | loss: 0.0101611 | val_loss: 0.0102806 | Time: 1141.67 ms [2020-12-15 18:11:49 main:574] : INFO : Epoch 795 | loss: 0.010151 | val_loss: 0.0102632 | Time: 1147.47 ms [2020-12-15 18:11:50 main:574] : INFO : Epoch 796 | loss: 0.0101493 | val_loss: 0.0102626 | Time: 1148.94 ms [2020-12-15 18:11:51 main:574] : INFO : Epoch 797 | loss: 0.0101366 | val_loss: 0.0102521 | Time: 1163.77 ms [2020-12-15 18:11:53 main:574] : INFO : Epoch 798 | loss: 0.0101369 | val_loss: 0.010255 | Time: 1160.46 ms [2020-12-15 18:11:54 main:574] : INFO : Epoch 799 | loss: 0.0101392 | val_loss: 0.0102582 | Time: 1130.86 ms [2020-12-15 18:11:55 main:574] : INFO : Epoch 800 | loss: 0.0101302 | val_loss: 0.0102545 | Time: 1129.33 ms [2020-12-15 18:11:56 main:574] : INFO : Epoch 801 | loss: 0.0101266 | val_loss: 0.0102492 | Time: 1141.32 ms [2020-12-15 18:11:57 main:574] : INFO : Epoch 802 | loss: 0.0101296 | val_loss: 0.0102524 | Time: 1170.61 ms [2020-12-15 18:11:58 main:574] : INFO : Epoch 803 | loss: 0.0101219 | val_loss: 0.0102363 | Time: 1139 ms [2020-12-15 18:12:00 main:574] : INFO : Epoch 804 | loss: 0.0101174 | val_loss: 0.0102443 | Time: 1144.81 ms [2020-12-15 18:12:01 main:574] : INFO : Epoch 805 | loss: 0.0101198 | val_loss: 0.01024 | Time: 1144.1 ms [2020-12-15 18:12:02 main:574] : INFO : Epoch 806 | loss: 0.0101282 | val_loss: 0.0102328 | Time: 1166.33 ms [2020-12-15 18:12:03 main:574] : INFO : Epoch 807 | loss: 0.0101153 | val_loss: 0.010232 | Time: 1144.88 ms [2020-12-15 18:12:04 main:574] : INFO : Epoch 808 | loss: 0.0101102 | val_loss: 0.0102326 | Time: 1138.13 ms [2020-12-15 18:12:05 main:574] : INFO : Epoch 809 | loss: 0.0101058 | val_loss: 0.0102203 | Time: 1139.97 ms [2020-12-15 18:12:06 main:574] : INFO : Epoch 810 | loss: 0.0100984 | val_loss: 0.0102446 | Time: 1156 ms [2020-12-15 18:12:08 main:574] : INFO : Epoch 811 | loss: 0.0101116 | val_loss: 0.0102232 | Time: 1150.74 ms [2020-12-15 18:12:09 main:574] : INFO : Epoch 812 | loss: 0.0100942 | val_loss: 0.0102244 | Time: 1152.94 ms [2020-12-15 18:12:10 main:574] : INFO : Epoch 813 | loss: 0.0100814 | val_loss: 0.0102028 | Time: 1148.54 ms [2020-12-15 18:12:11 main:574] : INFO : Epoch 814 | loss: 0.0101975 | val_loss: 0.010246 | Time: 1148.57 ms [2020-12-15 18:12:12 main:574] : INFO : Epoch 815 | loss: 0.0100764 | val_loss: 0.0101588 | Time: 1159.78 ms [2020-12-15 18:12:13 main:574] : INFO : Epoch 816 | loss: 0.0100027 | val_loss: 0.0100939 | Time: 1149.12 ms [2020-12-15 18:12:15 main:574] : INFO : Epoch 817 | loss: 0.00995961 | val_loss: 0.0100674 | Time: 1141.02 ms [2020-12-15 18:12:16 main:574] : INFO : Epoch 818 | loss: 0.0100124 | val_loss: 0.0102141 | Time: 1147.41 ms [2020-12-15 18:12:17 main:574] : INFO : Epoch 819 | loss: 0.00998247 | val_loss: 0.010067 | Time: 1163.57 ms [2020-12-15 18:12:18 main:574] : INFO : Epoch 820 | loss: 0.00991753 | val_loss: 0.0100305 | Time: 1139.53 ms [2020-12-15 18:12:19 main:574] : INFO : Epoch 821 | loss: 0.00989901 | val_loss: 0.0100164 | Time: 1146.67 ms [2020-12-15 18:12:20 main:574] : INFO : Epoch 822 | loss: 0.00994449 | val_loss: 0.0100622 | Time: 1152.17 ms [2020-12-15 18:12:21 main:574] : INFO : Epoch 823 | loss: 0.00991535 | val_loss: 0.0100197 | Time: 1167.19 ms [2020-12-15 18:12:23 main:574] : INFO : Epoch 824 | loss: 0.0098967 | val_loss: 0.010018 | Time: 1158.8 ms [2020-12-15 18:12:24 main:574] : INFO : Epoch 825 | loss: 0.00989534 | val_loss: 0.0100316 | Time: 1147.82 ms [2020-12-15 18:12:25 main:574] : INFO : Epoch 826 | loss: 0.00990036 | val_loss: 0.0100407 | Time: 1144.08 ms [2020-12-15 18:12:26 main:574] : INFO : Epoch 827 | loss: 0.00988657 | val_loss: 0.0100095 | Time: 1143.59 ms [2020-12-15 18:12:27 main:574] : INFO : Epoch 828 | loss: 0.00989444 | val_loss: 0.0100223 | Time: 1179.84 ms [2020-12-15 18:12:28 main:574] : INFO : Epoch 829 | loss: 0.00988693 | val_loss: 0.00999869 | Time: 1150.99 ms [2020-12-15 18:12:30 main:574] : INFO : Epoch 830 | loss: 0.00987416 | val_loss: 0.00999998 | Time: 1145.73 ms [2020-12-15 18:12:31 main:574] : INFO : Epoch 831 | loss: 0.00989644 | val_loss: 0.0100303 | Time: 1152.61 ms [2020-12-15 18:12:32 main:574] : INFO : Epoch 832 | loss: 0.00988612 | val_loss: 0.00999523 | Time: 1164.2 ms [2020-12-15 18:12:33 main:574] : INFO : Epoch 833 | loss: 0.00986821 | val_loss: 0.00998989 | Time: 1144.67 ms [2020-12-15 18:12:34 main:574] : INFO : Epoch 834 | loss: 0.00986308 | val_loss: 0.00997728 | Time: 1140.92 ms [2020-12-15 18:12:35 main:574] : INFO : Epoch 835 | loss: 0.00987111 | val_loss: 0.00997709 | Time: 1142.3 ms [2020-12-15 18:12:37 main:574] : INFO : Epoch 836 | loss: 0.00986155 | val_loss: 0.00999732 | Time: 1166.31 ms [2020-12-15 18:12:38 main:574] : INFO : Epoch 837 | loss: 0.00988155 | val_loss: 0.00999679 | Time: 1155.46 ms [2020-12-15 18:12:39 main:574] : INFO : Epoch 838 | loss: 0.00986036 | val_loss: 0.0099844 | Time: 1134.42 ms [2020-12-15 18:12:40 main:574] : INFO : Epoch 839 | loss: 0.00985456 | val_loss: 0.00996649 | Time: 1142.44 ms [2020-12-15 18:12:41 main:574] : INFO : Epoch 840 | loss: 0.00984758 | val_loss: 0.00996958 | Time: 1151.47 ms [2020-12-15 18:12:42 main:574] : INFO : Epoch 841 | loss: 0.00985159 | val_loss: 0.00998293 | Time: 1172.97 ms [2020-12-15 18:12:43 main:574] : INFO : Epoch 842 | loss: 0.00985974 | val_loss: 0.00997939 | Time: 1140.97 ms [2020-12-15 18:12:45 main:574] : INFO : Epoch 843 | loss: 0.00986263 | val_loss: 0.0100088 | Time: 1141.09 ms [2020-12-15 18:12:46 main:574] : INFO : Epoch 844 | loss: 0.00987524 | val_loss: 0.00998608 | Time: 1143.31 ms [2020-12-15 18:12:47 main:574] : INFO : Epoch 845 | loss: 0.0098592 | val_loss: 0.00997364 | Time: 1179.56 ms [2020-12-15 18:12:48 main:574] : INFO : Epoch 846 | loss: 0.00984729 | val_loss: 0.00996169 | Time: 1146.57 ms [2020-12-15 18:12:49 main:574] : INFO : Epoch 847 | loss: 0.00984542 | val_loss: 0.00996837 | Time: 1153.75 ms [2020-12-15 18:12:50 main:574] : INFO : Epoch 848 | loss: 0.00985161 | val_loss: 0.00997216 | Time: 1147.68 ms [2020-12-15 18:12:52 main:574] : INFO : Epoch 849 | loss: 0.0098395 | val_loss: 0.00997435 | Time: 1175.29 ms [2020-12-15 18:12:53 main:574] : INFO : Epoch 850 | loss: 0.00984778 | val_loss: 0.00998133 | Time: 1147.27 ms [2020-12-15 18:12:54 main:574] : INFO : Epoch 851 | loss: 0.00983925 | val_loss: 0.00997045 | Time: 1139.46 ms [2020-12-15 18:12:55 main:574] : INFO : Epoch 852 | loss: 0.00983766 | val_loss: 0.00997832 | Time: 1137.97 ms [2020-12-15 18:12:56 main:574] : INFO : Epoch 853 | loss: 0.00983268 | val_loss: 0.00994924 | Time: 1149.09 ms [2020-12-15 18:12:57 main:574] : INFO : Epoch 854 | loss: 0.00983583 | val_loss: 0.00994071 | Time: 1170.17 ms [2020-12-15 18:12:59 main:574] : INFO : Epoch 855 | loss: 0.00980953 | val_loss: 0.0099296 | Time: 1150.52 ms [2020-12-15 18:13:00 main:574] : INFO : Epoch 856 | loss: 0.00980607 | val_loss: 0.00994422 | Time: 1149.85 ms [2020-12-15 18:13:01 main:574] : INFO : Epoch 857 | loss: 0.00980085 | val_loss: 0.00996006 | Time: 1152.28 ms [2020-12-15 18:13:02 main:574] : INFO : Epoch 858 | loss: 0.00979787 | val_loss: 0.00991645 | Time: 1170.07 ms [2020-12-15 18:13:03 main:574] : INFO : Epoch 859 | loss: 0.0136967 | val_loss: 0.0201564 | Time: 1162.03 ms [2020-12-15 18:13:04 main:574] : INFO : Epoch 860 | loss: 0.0157256 | val_loss: 0.0135386 | Time: 1154.94 ms [2020-12-15 18:13:05 main:574] : INFO : Epoch 861 | loss: 0.0116063 | val_loss: 0.0108213 | Time: 1152.18 ms [2020-12-15 18:13:07 main:574] : INFO : Epoch 862 | loss: 0.0104853 | val_loss: 0.0105142 | Time: 1163.36 ms [2020-12-15 18:13:08 main:574] : INFO : Epoch 863 | loss: 0.0102692 | val_loss: 0.0103444 | Time: 1164.52 ms [2020-12-15 18:13:09 main:574] : INFO : Epoch 864 | loss: 0.010122 | val_loss: 0.0101769 | Time: 1153.32 ms [2020-12-15 18:13:10 main:574] : INFO : Epoch 865 | loss: 0.0100354 | val_loss: 0.0101242 | Time: 1158.07 ms [2020-12-15 18:13:11 main:574] : INFO : Epoch 866 | loss: 0.00993501 | val_loss: 0.0100444 | Time: 1158.46 ms [2020-12-15 18:13:12 main:574] : INFO : Epoch 867 | loss: 0.00989385 | val_loss: 0.0100309 | Time: 1169.46 ms [2020-12-15 18:13:14 main:574] : INFO : Epoch 868 | loss: 0.00989344 | val_loss: 0.00999042 | Time: 1161.63 ms [2020-12-15 18:13:15 main:574] : INFO : Epoch 869 | loss: 0.0098512 | val_loss: 0.00996743 | Time: 1152.59 ms [2020-12-15 18:13:16 main:574] : INFO : Epoch 870 | loss: 0.00982638 | val_loss: 0.00996173 | Time: 1152.15 ms [2020-12-15 18:13:17 main:574] : INFO : Epoch 871 | loss: 0.00982948 | val_loss: 0.00998484 | Time: 1173.75 ms [2020-12-15 18:13:18 main:574] : INFO : Epoch 872 | loss: 0.00980095 | val_loss: 0.00991704 | Time: 1147.17 ms [2020-12-15 18:13:19 main:574] : INFO : Epoch 873 | loss: 0.00978542 | val_loss: 0.00991565 | Time: 1148.82 ms [2020-12-15 18:13:21 main:574] : INFO : Epoch 874 | loss: 0.00977843 | val_loss: 0.00993001 | Time: 1146.15 ms [2020-12-15 18:13:22 main:574] : INFO : Epoch 875 | loss: 0.00978613 | val_loss: 0.00991339 | Time: 1186.68 ms [2020-12-15 18:13:23 main:574] : INFO : Epoch 876 | loss: 0.00975907 | val_loss: 0.00988127 | Time: 1147.6 ms [2020-12-15 18:13:24 main:574] : INFO : Epoch 877 | loss: 0.00974115 | val_loss: 0.0098772 | Time: 1140.92 ms [2020-12-15 18:13:25 main:574] : INFO : Epoch 878 | loss: 0.00974058 | val_loss: 0.00992669 | Time: 1152.84 ms [2020-12-15 18:13:26 main:574] : INFO : Epoch 879 | loss: 0.00978433 | val_loss: 0.00986021 | Time: 1145.2 ms [2020-12-15 18:13:28 main:574] : INFO : Epoch 880 | loss: 0.00972362 | val_loss: 0.00985483 | Time: 1167.11 ms [2020-12-15 18:13:29 main:574] : INFO : Epoch 881 | loss: 0.00971045 | val_loss: 0.00984634 | Time: 1146.09 ms [2020-12-15 18:13:30 main:574] : INFO : Epoch 882 | loss: 0.0097084 | val_loss: 0.00984628 | Time: 1126.42 ms [2020-12-15 18:13:31 main:574] : INFO : Epoch 883 | loss: 0.00971181 | val_loss: 0.00984934 | Time: 1132.48 ms [2020-12-15 18:13:32 main:574] : INFO : Epoch 884 | loss: 0.00973343 | val_loss: 0.00986782 | Time: 1180.34 ms [2020-12-15 18:13:33 main:574] : INFO : Epoch 885 | loss: 0.009708 | val_loss: 0.00983944 | Time: 1127.3 ms [2020-12-15 18:13:34 main:574] : INFO : Epoch 886 | loss: 0.00968725 | val_loss: 0.00982596 | Time: 1128.44 ms [2020-12-15 18:13:36 main:574] : INFO : Epoch 887 | loss: 0.00967987 | val_loss: 0.00982676 | Time: 1140.55 ms [2020-12-15 18:13:37 main:574] : INFO : Epoch 888 | loss: 0.00970607 | val_loss: 0.00982564 | Time: 1162.87 ms [2020-12-15 18:13:38 main:574] : INFO : Epoch 889 | loss: 0.00968038 | val_loss: 0.00981881 | Time: 1134.18 ms [2020-12-15 18:13:39 main:574] : INFO : Epoch 890 | loss: 0.00967803 | val_loss: 0.00980771 | Time: 1134.14 ms [2020-12-15 18:13:40 main:574] : INFO : Epoch 891 | loss: 0.00967523 | val_loss: 0.00980435 | Time: 1132.07 ms [2020-12-15 18:13:41 main:574] : INFO : Epoch 892 | loss: 0.00966047 | val_loss: 0.00980492 | Time: 1129.85 ms [2020-12-15 18:13:42 main:574] : INFO : Epoch 893 | loss: 0.00967715 | val_loss: 0.00978415 | Time: 1171.16 ms [2020-12-15 18:13:44 main:574] : INFO : Epoch 894 | loss: 0.00964668 | val_loss: 0.00978041 | Time: 1138.92 ms [2020-12-15 18:13:45 main:574] : INFO : Epoch 895 | loss: 0.00963912 | val_loss: 0.00976692 | Time: 1134.84 ms [2020-12-15 18:13:46 main:574] : INFO : Epoch 896 | loss: 0.00963532 | val_loss: 0.0097733 | Time: 1131.27 ms [2020-12-15 18:13:47 main:574] : INFO : Epoch 897 | loss: 0.00963924 | val_loss: 0.00978111 | Time: 1162.43 ms [2020-12-15 18:13:48 main:574] : INFO : Epoch 898 | loss: 0.00966888 | val_loss: 0.00979545 | Time: 1128.69 ms [2020-12-15 18:13:49 main:574] : INFO : Epoch 899 | loss: 0.00964646 | val_loss: 0.00977927 | Time: 1136.18 ms [2020-12-15 18:13:50 main:574] : INFO : Epoch 900 | loss: 0.0096271 | val_loss: 0.00975935 | Time: 1127.05 ms [2020-12-15 18:13:52 main:574] : INFO : Epoch 901 | loss: 0.00961866 | val_loss: 0.00975269 | Time: 1155.8 ms [2020-12-15 18:13:53 main:574] : INFO : Epoch 902 | loss: 0.00962107 | val_loss: 0.00975714 | Time: 1140.95 ms [2020-12-15 18:13:54 main:574] : INFO : Epoch 903 | loss: 0.00961378 | val_loss: 0.00976074 | Time: 1143.32 ms [2020-12-15 18:13:55 main:574] : INFO : Epoch 904 | loss: 0.00962091 | val_loss: 0.00976777 | Time: 1126.57 ms [2020-12-15 18:13:56 main:574] : INFO : Epoch 905 | loss: 0.00962124 | val_loss: 0.00979878 | Time: 1131.96 ms [2020-12-15 18:13:57 main:574] : INFO : Epoch 906 | loss: 0.00963806 | val_loss: 0.00975156 | Time: 1164.7 ms [2020-12-15 18:13:59 main:574] : INFO : Epoch 907 | loss: 0.00961202 | val_loss: 0.00974934 | Time: 1130.74 ms [2020-12-15 18:14:00 main:574] : INFO : Epoch 908 | loss: 0.00960351 | val_loss: 0.00974297 | Time: 1132.55 ms [2020-12-15 18:14:01 main:574] : INFO : Epoch 909 | loss: 0.00961627 | val_loss: 0.00978194 | Time: 1131.93 ms [2020-12-15 18:14:02 main:574] : INFO : Epoch 910 | loss: 0.00961923 | val_loss: 0.00974592 | Time: 1175.65 ms [2020-12-15 18:14:03 main:574] : INFO : Epoch 911 | loss: 0.00961419 | val_loss: 0.00974763 | Time: 1133.58 ms [2020-12-15 18:14:04 main:574] : INFO : Epoch 912 | loss: 0.00960655 | val_loss: 0.00974594 | Time: 1134.12 ms [2020-12-15 18:14:05 main:574] : INFO : Epoch 913 | loss: 0.00965911 | val_loss: 0.00980254 | Time: 1150.1 ms [2020-12-15 18:14:07 main:574] : INFO : Epoch 914 | loss: 0.00962169 | val_loss: 0.00973414 | Time: 1151.02 ms [2020-12-15 18:14:08 main:574] : INFO : Epoch 915 | loss: 0.00960302 | val_loss: 0.0097408 | Time: 1185.33 ms [2020-12-15 18:14:09 main:574] : INFO : Epoch 916 | loss: 0.00960081 | val_loss: 0.00974586 | Time: 1155.77 ms [2020-12-15 18:14:10 main:574] : INFO : Epoch 917 | loss: 0.00960812 | val_loss: 0.00974584 | Time: 1153.14 ms [2020-12-15 18:14:11 main:574] : INFO : Epoch 918 | loss: 0.0096084 | val_loss: 0.0097416 | Time: 1158.32 ms [2020-12-15 18:14:12 main:574] : INFO : Epoch 919 | loss: 0.00960879 | val_loss: 0.00973606 | Time: 1182.88 ms [2020-12-15 18:14:14 main:574] : INFO : Epoch 920 | loss: 0.00960242 | val_loss: 0.00975349 | Time: 1147.18 ms [2020-12-15 18:14:15 main:574] : INFO : Epoch 921 | loss: 0.00960963 | val_loss: 0.00973746 | Time: 1144.13 ms [2020-12-15 18:14:16 main:574] : INFO : Epoch 922 | loss: 0.00958274 | val_loss: 0.00971821 | Time: 1132.03 ms [2020-12-15 18:14:17 main:574] : INFO : Epoch 923 | loss: 0.00958409 | val_loss: 0.00972422 | Time: 1173.02 ms [2020-12-15 18:14:18 main:574] : INFO : Epoch 924 | loss: 0.00961073 | val_loss: 0.00973279 | Time: 1131.6 ms [2020-12-15 18:14:19 main:574] : INFO : Epoch 925 | loss: 0.00952592 | val_loss: 0.00966337 | Time: 1142.25 ms [2020-12-15 18:14:20 main:574] : INFO : Epoch 926 | loss: 0.00951994 | val_loss: 0.00958727 | Time: 1143.93 ms [2020-12-15 18:14:22 main:574] : INFO : Epoch 927 | loss: 0.00949044 | val_loss: 0.0095909 | Time: 1156.1 ms [2020-12-15 18:14:23 main:574] : INFO : Epoch 928 | loss: 0.00953505 | val_loss: 0.00960011 | Time: 1182.65 ms [2020-12-15 18:14:24 main:574] : INFO : Epoch 929 | loss: 0.0095033 | val_loss: 0.00959636 | Time: 1143.53 ms [2020-12-15 18:14:25 main:574] : INFO : Epoch 930 | loss: 0.00948716 | val_loss: 0.00958267 | Time: 1142.32 ms [2020-12-15 18:14:26 main:574] : INFO : Epoch 931 | loss: 0.00948043 | val_loss: 0.00957585 | Time: 1145.38 ms [2020-12-15 18:14:27 main:574] : INFO : Epoch 932 | loss: 0.00948255 | val_loss: 0.00957428 | Time: 1174.64 ms [2020-12-15 18:14:29 main:574] : INFO : Epoch 933 | loss: 0.00949031 | val_loss: 0.00959253 | Time: 1145.3 ms [2020-12-15 18:14:30 main:574] : INFO : Epoch 934 | loss: 0.00948796 | val_loss: 0.00958992 | Time: 1145.53 ms [2020-12-15 18:14:31 main:574] : INFO : Epoch 935 | loss: 0.00950599 | val_loss: 0.00964752 | Time: 1140.82 ms [2020-12-15 18:14:32 main:574] : INFO : Epoch 936 | loss: 0.00950779 | val_loss: 0.00960272 | Time: 1167.7 ms [2020-12-15 18:14:33 main:574] : INFO : Epoch 937 | loss: 0.00948998 | val_loss: 0.00960608 | Time: 1148.88 ms [2020-12-15 18:14:34 main:574] : INFO : Epoch 938 | loss: 0.00949382 | val_loss: 0.00958841 | Time: 1135.26 ms [2020-12-15 18:14:36 main:574] : INFO : Epoch 939 | loss: 0.00948349 | val_loss: 0.00958772 | Time: 1139.02 ms [2020-12-15 18:14:37 main:574] : INFO : Epoch 940 | loss: 0.00948741 | val_loss: 0.00957998 | Time: 1153.91 ms [2020-12-15 18:14:38 main:574] : INFO : Epoch 941 | loss: 0.00947993 | val_loss: 0.00961121 | Time: 1145.34 ms [2020-12-15 18:14:39 main:574] : INFO : Epoch 942 | loss: 0.00949121 | val_loss: 0.00957125 | Time: 1131.35 ms [2020-12-15 18:14:40 main:574] : INFO : Epoch 943 | loss: 0.00948579 | val_loss: 0.0096018 | Time: 1137.06 ms [2020-12-15 18:14:41 main:574] : INFO : Epoch 944 | loss: 0.00949577 | val_loss: 0.00959518 | Time: 1134.91 ms [2020-12-15 18:14:42 main:574] : INFO : Epoch 945 | loss: 0.0094834 | val_loss: 0.00960083 | Time: 1171.53 ms [2020-12-15 18:14:44 main:574] : INFO : Epoch 946 | loss: 0.00948172 | val_loss: 0.00956906 | Time: 1134.65 ms [2020-12-15 18:14:45 main:574] : INFO : Epoch 947 | loss: 0.00947564 | val_loss: 0.0095856 | Time: 1134.46 ms [2020-12-15 18:14:46 main:574] : INFO : Epoch 948 | loss: 0.00947852 | val_loss: 0.00957769 | Time: 1131.67 ms [2020-12-15 18:14:47 main:574] : INFO : Epoch 949 | loss: 0.00948131 | val_loss: 0.00956454 | Time: 1158.02 ms [2020-12-15 18:14:48 main:574] : INFO : Epoch 950 | loss: 0.00946632 | val_loss: 0.00956626 | Time: 1143.16 ms [2020-12-15 18:14:49 main:574] : INFO : Epoch 951 | loss: 0.00946981 | val_loss: 0.00957163 | Time: 1147.13 ms [2020-12-15 18:14:51 main:574] : INFO : Epoch 952 | loss: 0.00946047 | val_loss: 0.00959124 | Time: 1153.04 ms [2020-12-15 18:14:52 main:574] : INFO : Epoch 953 | loss: 0.00949227 | val_loss: 0.00957642 | Time: 1160.53 ms [2020-12-15 18:14:53 main:574] : INFO : Epoch 954 | loss: 0.00946702 | val_loss: 0.0095666 | Time: 1163 ms [2020-12-15 18:14:54 main:574] : INFO : Epoch 955 | loss: 0.00946156 | val_loss: 0.00955712 | Time: 1144.47 ms [2020-12-15 18:14:55 main:574] : INFO : Epoch 956 | loss: 0.00948818 | val_loss: 0.00958793 | Time: 1146.06 ms [2020-12-15 18:14:56 main:574] : INFO : Epoch 957 | loss: 0.0094775 | val_loss: 0.00956477 | Time: 1155.61 ms [2020-12-15 18:14:57 main:574] : INFO : Epoch 958 | loss: 0.00947566 | val_loss: 0.00956632 | Time: 1175.83 ms [2020-12-15 18:14:59 main:574] : INFO : Epoch 959 | loss: 0.00946454 | val_loss: 0.00955465 | Time: 1155.75 ms [2020-12-15 18:15:00 main:574] : INFO : Epoch 960 | loss: 0.00946128 | val_loss: 0.0095576 | Time: 1145.23 ms [2020-12-15 18:15:01 main:574] : INFO : Epoch 961 | loss: 0.00946343 | val_loss: 0.00958552 | Time: 1154.32 ms [2020-12-15 18:15:02 main:574] : INFO : Epoch 962 | loss: 0.00947769 | val_loss: 0.0095967 | Time: 1185.26 ms [2020-12-15 18:15:03 main:574] : INFO : Epoch 963 | loss: 0.00946477 | val_loss: 0.00956811 | Time: 1162.83 ms [2020-12-15 18:15:04 main:574] : INFO : Epoch 964 | loss: 0.00945848 | val_loss: 0.00955398 | Time: 1148.63 ms [2020-12-15 18:15:06 main:574] : INFO : Epoch 965 | loss: 0.00945641 | val_loss: 0.00956046 | Time: 1151.74 ms [2020-12-15 18:15:07 main:574] : INFO : Epoch 966 | loss: 0.00944675 | val_loss: 0.00955118 | Time: 1167.94 ms [2020-12-15 18:15:08 main:574] : INFO : Epoch 967 | loss: 0.00945628 | val_loss: 0.00956239 | Time: 1157.76 ms [2020-12-15 18:15:09 main:574] : INFO : Epoch 968 | loss: 0.00945356 | val_loss: 0.00954802 | Time: 1142.04 ms [2020-12-15 18:15:10 main:574] : INFO : Epoch 969 | loss: 0.00946605 | val_loss: 0.00955887 | Time: 1147.4 ms [2020-12-15 18:15:11 main:574] : INFO : Epoch 970 | loss: 0.00945336 | val_loss: 0.00955486 | Time: 1157.94 ms [2020-12-15 18:15:13 main:574] : INFO : Epoch 971 | loss: 0.00945531 | val_loss: 0.00955664 | Time: 1172.44 ms [2020-12-15 18:15:14 main:574] : INFO : Epoch 972 | loss: 0.00945595 | val_loss: 0.00954753 | Time: 1161.87 ms [2020-12-15 18:15:15 main:574] : INFO : Epoch 973 | loss: 0.00945391 | val_loss: 0.00956449 | Time: 1145.89 ms [2020-12-15 18:15:16 main:574] : INFO : Epoch 974 | loss: 0.00946607 | val_loss: 0.0095509 | Time: 1155.19 ms [2020-12-15 18:15:17 main:574] : INFO : Epoch 975 | loss: 0.00945513 | val_loss: 0.00954337 | Time: 1181.67 ms [2020-12-15 18:15:18 main:574] : INFO : Epoch 976 | loss: 0.00944997 | val_loss: 0.00955337 | Time: 1160.28 ms [2020-12-15 18:15:20 main:574] : INFO : Epoch 977 | loss: 0.00945239 | val_loss: 0.00954806 | Time: 1151.65 ms [2020-12-15 18:15:21 main:574] : INFO : Epoch 978 | loss: 0.0094524 | val_loss: 0.00956972 | Time: 1149.66 ms [2020-12-15 18:15:22 main:574] : INFO : Epoch 979 | loss: 0.00945854 | val_loss: 0.00955657 | Time: 1179.25 ms [2020-12-15 18:15:23 main:574] : INFO : Epoch 980 | loss: 0.00944658 | val_loss: 0.00955229 | Time: 1152.27 ms [2020-12-15 18:15:24 main:574] : INFO : Epoch 981 | loss: 0.00947293 | val_loss: 0.00954135 | Time: 1159.62 ms [2020-12-15 18:15:25 main:574] : INFO : Epoch 982 | loss: 0.00943868 | val_loss: 0.00954484 | Time: 1165.19 ms [2020-12-15 18:15:27 main:574] : INFO : Epoch 983 | loss: 0.00944478 | val_loss: 0.00954304 | Time: 1161.43 ms [2020-12-15 18:15:28 main:574] : INFO : Epoch 984 | loss: 0.00944799 | val_loss: 0.0095659 | Time: 1179.18 ms [2020-12-15 18:15:29 main:574] : INFO : Epoch 985 | loss: 0.00945268 | val_loss: 0.00956941 | Time: 1151.31 ms [2020-12-15 18:15:30 main:574] : INFO : Epoch 986 | loss: 0.00944942 | val_loss: 0.00954536 | Time: 1153.97 ms [2020-12-15 18:15:31 main:574] : INFO : Epoch 987 | loss: 0.0094429 | val_loss: 0.00954813 | Time: 1153.37 ms [2020-12-15 18:15:32 main:574] : INFO : Epoch 988 | loss: 0.00945071 | val_loss: 0.00955103 | Time: 1166.93 ms [2020-12-15 18:15:34 main:574] : INFO : Epoch 989 | loss: 0.00944415 | val_loss: 0.00954793 | Time: 1145.18 ms [2020-12-15 18:15:35 main:574] : INFO : Epoch 990 | loss: 0.00943833 | val_loss: 0.00953432 | Time: 1137.37 ms [2020-12-15 18:15:36 main:574] : INFO : Epoch 991 | loss: 0.00943811 | val_loss: 0.00955602 | Time: 1136.36 ms [2020-12-15 18:15:37 main:574] : INFO : Epoch 992 | loss: 0.00943892 | val_loss: 0.00954083 | Time: 1165.77 ms [2020-12-15 18:15:38 main:574] : INFO : Epoch 993 | loss: 0.00944182 | val_loss: 0.00953224 | Time: 1142.97 ms [2020-12-15 18:15:39 main:574] : INFO : Epoch 994 | loss: 0.00943844 | val_loss: 0.00953957 | Time: 1137.09 ms [2020-12-15 18:15:40 main:574] : INFO : Epoch 995 | loss: 0.00946617 | val_loss: 0.00957092 | Time: 1136.51 ms [2020-12-15 18:15:42 main:574] : INFO : Epoch 996 | loss: 0.00947298 | val_loss: 0.00958305 | Time: 1143.4 ms [2020-12-15 18:15:43 main:574] : INFO : Epoch 997 | loss: 0.00949862 | val_loss: 0.00955028 | Time: 1157.39 ms [2020-12-15 18:15:44 main:574] : INFO : Epoch 998 | loss: 0.00943768 | val_loss: 0.00953243 | Time: 1142.59 ms [2020-12-15 18:15:45 main:574] : INFO : Epoch 999 | loss: 0.00942559 | val_loss: 0.00953737 | Time: 1130.18 ms [2020-12-15 18:15:46 main:574] : INFO : Epoch 1000 | loss: 0.00942595 | val_loss: 0.00952651 | Time: 1132.6 ms [2020-12-15 18:15:47 main:574] : INFO : Epoch 1001 | loss: 0.00942288 | val_loss: 0.00953366 | Time: 1164.95 ms [2020-12-15 18:15:49 main:574] : INFO : Epoch 1002 | loss: 0.00943864 | val_loss: 0.00954592 | Time: 1148.89 ms [2020-12-15 18:15:50 main:574] : INFO : Epoch 1003 | loss: 0.00943065 | val_loss: 0.00953026 | Time: 1149.88 ms [2020-12-15 18:15:51 main:574] : INFO : Epoch 1004 | loss: 0.0094289 | val_loss: 0.00952816 | Time: 1143.26 ms [2020-12-15 18:15:52 main:574] : INFO : Epoch 1005 | loss: 0.00945171 | val_loss: 0.0095388 | Time: 1172.16 ms [2020-12-15 18:15:53 main:574] : INFO : Epoch 1006 | loss: 0.00942999 | val_loss: 0.00953722 | Time: 1137.96 ms [2020-12-15 18:15:54 main:574] : INFO : Epoch 1007 | loss: 0.00942305 | val_loss: 0.0095348 | Time: 1145.04 ms [2020-12-15 18:15:55 main:574] : INFO : Epoch 1008 | loss: 0.00941567 | val_loss: 0.00952115 | Time: 1146.34 ms [2020-12-15 18:15:57 main:574] : INFO : Epoch 1009 | loss: 0.00941805 | val_loss: 0.00952138 | Time: 1137.96 ms [2020-12-15 18:15:58 main:574] : INFO : Epoch 1010 | loss: 0.00943156 | val_loss: 0.00952822 | Time: 1188.31 ms [2020-12-15 18:15:59 main:574] : INFO : Epoch 1011 | loss: 0.00946776 | val_loss: 0.00954859 | Time: 1152.06 ms [2020-12-15 18:16:00 main:574] : INFO : Epoch 1012 | loss: 0.00946278 | val_loss: 0.00957362 | Time: 1148.06 ms [2020-12-15 18:16:01 main:574] : INFO : Epoch 1013 | loss: 0.00945156 | val_loss: 0.009535 | Time: 1156.83 ms [2020-12-15 18:16:02 main:574] : INFO : Epoch 1014 | loss: 0.00943534 | val_loss: 0.00953935 | Time: 1180.5 ms [2020-12-15 18:16:04 main:574] : INFO : Epoch 1015 | loss: 0.00943225 | val_loss: 0.00953676 | Time: 1158.83 ms [2020-12-15 18:16:05 main:574] : INFO : Epoch 1016 | loss: 0.00942364 | val_loss: 0.00951378 | Time: 1175.49 ms [2020-12-15 18:16:06 main:574] : INFO : Epoch 1017 | loss: 0.0094091 | val_loss: 0.00951665 | Time: 1162.56 ms [2020-12-15 18:16:07 main:574] : INFO : Epoch 1018 | loss: 0.00940827 | val_loss: 0.00950675 | Time: 1176.84 ms [2020-12-15 18:16:08 main:574] : INFO : Epoch 1019 | loss: 0.00940614 | val_loss: 0.0095257 | Time: 1148.84 ms [2020-12-15 18:16:09 main:574] : INFO : Epoch 1020 | loss: 0.00947937 | val_loss: 0.00954544 | Time: 1156.09 ms [2020-12-15 18:16:11 main:574] : INFO : Epoch 1021 | loss: 0.00942814 | val_loss: 0.00952862 | Time: 1152.17 ms [2020-12-15 18:16:12 main:574] : INFO : Epoch 1022 | loss: 0.009419 | val_loss: 0.00950996 | Time: 1172.91 ms [2020-12-15 18:16:13 main:574] : INFO : Epoch 1023 | loss: 0.00940301 | val_loss: 0.00950461 | Time: 1155.32 ms [2020-12-15 18:16:14 main:574] : INFO : Epoch 1024 | loss: 0.00939891 | val_loss: 0.00950106 | Time: 1158.74 ms [2020-12-15 18:16:14 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.00950106 [2020-12-15 18:16:14 main:603] : INFO : Saving end state to config to file [2020-12-15 18:16:14 main:608] : INFO : Success, exiting.. 18:16:14 (8652): 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)