Task 3151672
| Name | EightBitModified-1605455702-4485-1_1 |
| Workunit | 1380568 |
| Created | 1 Dec 2020, 8:02:10 UTC |
| Sent | 1 Dec 2020, 8:23:01 UTC |
| Report deadline | 8 Dec 2020, 8:23:01 UTC |
| Received | 1 Dec 2020, 14:54:36 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4379 |
| Run time | 33 min |
| CPU time | 32 min 58 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,498.73 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.46 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 526 | loss: 0.000121886 | val_loss: 0.000132886 | Time: 1935.58 ms
[2020-12-01 09:10:38 main:581] : INFO : Epoch 527 | loss: 0.000127324 | val_loss: 0.00017564 | Time: 1926.18 ms
[2020-12-01 09:10:40 main:581] : INFO : Epoch 528 | loss: 0.000189341 | val_loss: 0.000150695 | Time: 1924.55 ms
[2020-12-01 09:10:42 main:581] : INFO : Epoch 529 | loss: 0.000130874 | val_loss: 0.000139481 | Time: 1921.5 ms
[2020-12-01 09:10:44 main:581] : INFO : Epoch 530 | loss: 0.000120579 | val_loss: 0.00012888 | Time: 1925.47 ms
[2020-12-01 09:10:46 main:581] : INFO : Epoch 531 | loss: 0.000116574 | val_loss: 0.000127602 | Time: 1924.31 ms
[2020-12-01 09:10:47 main:581] : INFO : Epoch 532 | loss: 0.000117955 | val_loss: 0.000139312 | Time: 1924.39 ms
[2020-12-01 09:10:49 main:581] : INFO : Epoch 533 | loss: 0.00017531 | val_loss: 0.000150026 | Time: 1922.53 ms
[2020-12-01 09:10:51 main:581] : INFO : Epoch 534 | loss: 0.000155748 | val_loss: 0.000150554 | Time: 1926.15 ms
[2020-12-01 09:10:53 main:581] : INFO : Epoch 535 | loss: 0.000127745 | val_loss: 0.000132724 | Time: 1924.66 ms
[2020-12-01 09:10:55 main:581] : INFO : Epoch 536 | loss: 0.000118427 | val_loss: 0.000128472 | Time: 1925.34 ms
[2020-12-01 09:10:57 main:581] : INFO : Epoch 537 | loss: 0.000116953 | val_loss: 0.000133032 | Time: 1924.21 ms
[2020-12-01 09:10:59 main:581] : INFO : Epoch 538 | loss: 0.000162756 | val_loss: 0.000151186 | Time: 1927.14 ms
[2020-12-01 09:11:01 main:581] : INFO : Epoch 539 | loss: 0.000131074 | val_loss: 0.000135641 | Time: 1928.31 ms
[2020-12-01 09:11:03 main:581] : INFO : Epoch 540 | loss: 0.000125277 | val_loss: 0.000138237 | Time: 1925.22 ms
[2020-12-01 09:11:05 main:581] : INFO : Epoch 541 | loss: 0.000121884 | val_loss: 0.000131187 | Time: 1924.49 ms
[2020-12-01 09:11:07 main:581] : INFO : Epoch 542 | loss: 0.000128695 | val_loss: 0.000175238 | Time: 1928.75 ms
[2020-12-01 09:11:09 main:581] : INFO : Epoch 543 | loss: 0.000153004 | val_loss: 0.00015113 | Time: 1926.24 ms
[2020-12-01 09:11:11 main:581] : INFO : Epoch 544 | loss: 0.000132403 | val_loss: 0.000133024 | Time: 1930.51 ms
[2020-12-01 09:11:13 main:581] : INFO : Epoch 545 | loss: 0.000122408 | val_loss: 0.000134479 | Time: 1926.25 ms
[2020-12-01 09:11:14 main:581] : INFO : Epoch 546 | loss: 0.000127101 | val_loss: 0.000171972 | Time: 1926.71 ms
[2020-12-01 09:11:16 main:581] : INFO : Epoch 547 | loss: 0.00020097 | val_loss: 0.000165228 | Time: 1924.44 ms
[2020-12-01 09:11:18 main:581] : INFO : Epoch 548 | loss: 0.000137492 | val_loss: 0.000138693 | Time: 1926.73 ms
[2020-12-01 09:11:20 main:581] : INFO : Epoch 549 | loss: 0.000121616 | val_loss: 0.00013094 | Time: 1928.06 ms
[2020-12-01 09:11:22 main:581] : INFO : Epoch 550 | loss: 0.000118608 | val_loss: 0.000128875 | Time: 1927.03 ms
[2020-12-01 09:11:24 main:581] : INFO : Epoch 551 | loss: 0.000126167 | val_loss: 0.000182475 | Time: 1927.08 ms
[2020-12-01 09:11:26 main:581] : INFO : Epoch 552 | loss: 0.000168337 | val_loss: 0.000138271 | Time: 1928.1 ms
[2020-12-01 09:11:28 main:581] : INFO : Epoch 553 | loss: 0.00012833 | val_loss: 0.000150883 | Time: 1926.08 ms
[2020-12-01 09:11:30 main:581] : INFO : Epoch 554 | loss: 0.000131843 | val_loss: 0.000149371 | Time: 1926.92 ms
[2020-12-01 09:11:32 main:581] : INFO : Epoch 555 | loss: 0.000152743 | val_loss: 0.000140746 | Time: 1933.48 ms
[2020-12-01 09:11:34 main:581] : INFO : Epoch 556 | loss: 0.00012638 | val_loss: 0.000134078 | Time: 1930.49 ms
[2020-12-01 09:11:36 main:581] : INFO : Epoch 557 | loss: 0.000127132 | val_loss: 0.000136515 | Time: 1928.27 ms
[2020-12-01 09:11:38 main:581] : INFO : Epoch 558 | loss: 0.000134087 | val_loss: 0.000149316 | Time: 1926.16 ms
[2020-12-01 09:11:39 main:581] : INFO : Epoch 559 | loss: 0.000123758 | val_loss: 0.000134612 | Time: 1926.9 ms
[2020-12-01 09:11:41 main:581] : INFO : Epoch 560 | loss: 0.000138502 | val_loss: 0.000176132 | Time: 1926.98 ms
[2020-12-01 09:11:43 main:581] : INFO : Epoch 561 | loss: 0.000159159 | val_loss: 0.000155378 | Time: 1923.92 ms
[2020-12-01 09:11:45 main:581] : INFO : Epoch 562 | loss: 0.000134192 | val_loss: 0.000140412 | Time: 1924.76 ms
[2020-12-01 09:11:47 main:581] : INFO : Epoch 563 | loss: 0.000121947 | val_loss: 0.000132199 | Time: 1927.44 ms
[2020-12-01 09:11:49 main:581] : INFO : Epoch 564 | loss: 0.00012 | val_loss: 0.000138726 | Time: 1925.04 ms
[2020-12-01 09:11:51 main:581] : INFO : Epoch 565 | loss: 0.000170237 | val_loss: 0.000171211 | Time: 1922.97 ms
[2020-12-01 09:11:53 main:581] : INFO : Epoch 566 | loss: 0.000152532 | val_loss: 0.0001549 | Time: 1922.5 ms
[2020-12-01 09:11:55 main:581] : INFO : Epoch 567 | loss: 0.000135613 | val_loss: 0.000136036 | Time: 1922.26 ms
[2020-12-01 09:11:57 main:581] : INFO : Epoch 568 | loss: 0.000123974 | val_loss: 0.000138078 | Time: 1921.41 ms
[2020-12-01 09:11:59 main:581] : INFO : Epoch 569 | loss: 0.000158552 | val_loss: 0.000135504 | Time: 1924.34 ms
[2020-12-01 09:12:01 main:581] : INFO : Epoch 570 | loss: 0.00012691 | val_loss: 0.000132331 | Time: 1926.32 ms
[2020-12-01 09:12:03 main:581] : INFO : Epoch 571 | loss: 0.000119629 | val_loss: 0.000131259 | Time: 1925.58 ms
[2020-12-01 09:12:05 main:581] : INFO : Epoch 572 | loss: 0.000134758 | val_loss: 0.000163108 | Time: 1924.7 ms
[2020-12-01 09:12:06 main:581] : INFO : Epoch 573 | loss: 0.000130734 | val_loss: 0.000135929 | Time: 1921.35 ms
[2020-12-01 09:12:08 main:581] : INFO : Epoch 574 | loss: 0.000129372 | val_loss: 0.000141224 | Time: 1924.28 ms
[2020-12-01 09:12:10 main:581] : INFO : Epoch 575 | loss: 0.000173496 | val_loss: 0.000149793 | Time: 1923.51 ms
[2020-12-01 09:12:12 main:581] : INFO : Epoch 576 | loss: 0.00015117 | val_loss: 0.000143772 | Time: 1925.27 ms
[2020-12-01 09:12:14 main:581] : INFO : Epoch 577 | loss: 0.000126649 | val_loss: 0.000133844 | Time: 1924.22 ms
[2020-12-01 09:12:16 main:581] : INFO : Epoch 578 | loss: 0.00011898 | val_loss: 0.000128919 | Time: 1926.81 ms
[2020-12-01 09:12:18 main:581] : INFO : Epoch 579 | loss: 0.000121477 | val_loss: 0.000157433 | Time: 1927.66 ms
[2020-12-01 09:12:20 main:581] : INFO : Epoch 580 | loss: 0.000161065 | val_loss: 0.000157162 | Time: 1927.02 ms
[2020-12-01 09:12:22 main:581] : INFO : Epoch 581 | loss: 0.000135433 | val_loss: 0.00014111 | Time: 1931.43 ms
[2020-12-01 09:12:24 main:581] : INFO : Epoch 582 | loss: 0.000127621 | val_loss: 0.000154417 | Time: 1925.41 ms
[2020-12-01 09:12:26 main:581] : INFO : Epoch 583 | loss: 0.000162156 | val_loss: 0.000160042 | Time: 1929.89 ms
[2020-12-01 09:12:28 main:581] : INFO : Epoch 584 | loss: 0.000137213 | val_loss: 0.000151001 | Time: 1929.09 ms
[2020-12-01 09:12:30 main:581] : INFO : Epoch 585 | loss: 0.000124474 | val_loss: 0.000132342 | Time: 1929.92 ms
[2020-12-01 09:12:31 main:581] : INFO : Epoch 586 | loss: 0.000117474 | val_loss: 0.000129265 | Time: 1930.66 ms
[2020-12-01 09:12:33 main:581] : INFO : Epoch 587 | loss: 0.00012481 | val_loss: 0.000158109 | Time: 1927.49 ms
[2020-12-01 09:12:35 main:581] : INFO : Epoch 588 | loss: 0.000174682 | val_loss: 0.000163721 | Time: 1924.65 ms
[2020-12-01 09:12:37 main:581] : INFO : Epoch 589 | loss: 0.000140575 | val_loss: 0.000136453 | Time: 1925.76 ms
[2020-12-01 09:12:39 main:581] : INFO : Epoch 590 | loss: 0.000120068 | val_loss: 0.000128576 | Time: 1924.43 ms
[2020-12-01 09:12:41 main:581] : INFO : Epoch 591 | loss: 0.000116014 | val_loss: 0.000128318 | Time: 1923.01 ms
[2020-12-01 09:12:43 main:581] : INFO : Epoch 592 | loss: 0.0001271 | val_loss: 0.000231052 | Time: 1923.3 ms
[2020-12-01 09:12:45 main:581] : INFO : Epoch 593 | loss: 0.000211674 | val_loss: 0.000218818 | Time: 1920.72 ms
[2020-12-01 09:12:47 main:581] : INFO : Epoch 594 | loss: 0.000181021 | val_loss: 0.000170925 | Time: 1920.88 ms
[2020-12-01 09:12:49 main:581] : INFO : Epoch 595 | loss: 0.000138901 | val_loss: 0.00013384 | Time: 1927.53 ms
[2020-12-01 09:12:51 main:581] : INFO : Epoch 596 | loss: 0.000118452 | val_loss: 0.000127741 | Time: 1926.03 ms
[2020-12-01 09:12:53 main:581] : INFO : Epoch 597 | loss: 0.000116268 | val_loss: 0.000132023 | Time: 1926.32 ms
[2020-12-01 09:12:55 main:581] : INFO : Epoch 598 | loss: 0.000129688 | val_loss: 0.00016004 | Time: 1924.98 ms
[2020-12-01 09:12:57 main:581] : INFO : Epoch 599 | loss: 0.000164671 | val_loss: 0.000148922 | Time: 1923.63 ms
[2020-12-01 09:12:58 main:581] : INFO : Epoch 600 | loss: 0.000123955 | val_loss: 0.000132236 | Time: 1925.17 ms
[2020-12-01 09:13:00 main:581] : INFO : Epoch 601 | loss: 0.000117101 | val_loss: 0.000127384 | Time: 1926 ms
[2020-12-01 09:13:02 main:581] : INFO : Epoch 602 | loss: 0.000115558 | val_loss: 0.000127929 | Time: 1925.83 ms
[2020-12-01 09:13:04 main:581] : INFO : Epoch 603 | loss: 0.000119747 | val_loss: 0.000139502 | Time: 1923.4 ms
[2020-12-01 09:13:06 main:581] : INFO : Epoch 604 | loss: 0.000153277 | val_loss: 0.000195077 | Time: 1921.47 ms
[2020-12-01 09:13:08 main:581] : INFO : Epoch 605 | loss: 0.000149499 | val_loss: 0.000139064 | Time: 1925.57 ms
[2020-12-01 09:13:10 main:581] : INFO : Epoch 606 | loss: 0.000155399 | val_loss: 0.000198289 | Time: 1924.27 ms
[2020-12-01 09:13:12 main:581] : INFO : Epoch 607 | loss: 0.000141397 | val_loss: 0.000136978 | Time: 1925.26 ms
[2020-12-01 09:13:14 main:581] : INFO : Epoch 608 | loss: 0.000121131 | val_loss: 0.000128317 | Time: 1926.14 ms
[2020-12-01 09:13:16 main:581] : INFO : Epoch 609 | loss: 0.000116702 | val_loss: 0.00012847 | Time: 1928.39 ms
[2020-12-01 09:13:18 main:581] : INFO : Epoch 610 | loss: 0.000116556 | val_loss: 0.000128255 | Time: 1932.86 ms
[2020-12-01 09:13:20 main:581] : INFO : Epoch 611 | loss: 0.000129029 | val_loss: 0.000216047 | Time: 1922.79 ms
[2020-12-01 09:13:22 main:581] : INFO : Epoch 612 | loss: 0.000222189 | val_loss: 0.000225815 | Time: 1926.59 ms
[2020-12-01 09:13:23 main:581] : INFO : Epoch 613 | loss: 0.000173757 | val_loss: 0.000147111 | Time: 1931.23 ms
[2020-12-01 09:13:25 main:581] : INFO : Epoch 614 | loss: 0.000126701 | val_loss: 0.000140028 | Time: 1930.97 ms
[2020-12-01 09:13:27 main:581] : INFO : Epoch 615 | loss: 0.000133276 | val_loss: 0.000135371 | Time: 1928.02 ms
[2020-12-01 09:13:29 main:581] : INFO : Epoch 616 | loss: 0.000120271 | val_loss: 0.000128644 | Time: 1927.1 ms
[2020-12-01 09:13:31 main:581] : INFO : Epoch 617 | loss: 0.000116773 | val_loss: 0.000131088 | Time: 1924.07 ms
[2020-12-01 09:13:33 main:581] : INFO : Epoch 618 | loss: 0.000136708 | val_loss: 0.000158121 | Time: 1924.71 ms
[2020-12-01 09:13:35 main:581] : INFO : Epoch 619 | loss: 0.000126799 | val_loss: 0.000134443 | Time: 1925.79 ms
[2020-12-01 09:13:37 main:581] : INFO : Epoch 620 | loss: 0.000118639 | val_loss: 0.000128302 | Time: 1922.8 ms
[2020-12-01 09:13:39 main:581] : INFO : Epoch 621 | loss: 0.00011787 | val_loss: 0.00014202 | Time: 1929.93 ms
[2020-12-01 09:13:41 main:581] : INFO : Epoch 622 | loss: 0.000169925 | val_loss: 0.000163242 | Time: 1933.67 ms
[2020-12-01 09:13:43 main:581] : INFO : Epoch 623 | loss: 0.000144364 | val_loss: 0.000143519 | Time: 1928.35 ms
[2020-12-01 09:13:45 main:581] : INFO : Epoch 624 | loss: 0.000123164 | val_loss: 0.000133507 | Time: 1928.54 ms
[2020-12-01 09:13:47 main:581] : INFO : Epoch 625 | loss: 0.000118492 | val_loss: 0.000131917 | Time: 1930.68 ms
[2020-12-01 09:13:49 main:581] : INFO : Epoch 626 | loss: 0.000118066 | val_loss: 0.000132932 | Time: 1931.41 ms
[2020-12-01 09:13:50 main:581] : INFO : Epoch 627 | loss: 0.000141912 | val_loss: 0.000216443 | Time: 1935 ms
[2020-12-01 09:13:52 main:581] : INFO : Epoch 628 | loss: 0.000184714 | val_loss: 0.000179764 | Time: 1928.42 ms
[2020-12-01 09:13:54 main:581] : INFO : Epoch 629 | loss: 0.000144843 | val_loss: 0.000135764 | Time: 1930.72 ms
[2020-12-01 09:13:56 main:581] : INFO : Epoch 630 | loss: 0.000119876 | val_loss: 0.000130509 | Time: 1924.92 ms
[2020-12-01 09:13:58 main:581] : INFO : Epoch 631 | loss: 0.000116296 | val_loss: 0.000127142 | Time: 1923.7 ms
[2020-12-01 09:14:00 main:581] : INFO : Epoch 632 | loss: 0.000118048 | val_loss: 0.000140222 | Time: 1923.63 ms
[2020-12-01 09:14:02 main:581] : INFO : Epoch 633 | loss: 0.000173911 | val_loss: 0.00015102 | Time: 1926.7 ms
[2020-12-01 09:14:04 main:581] : INFO : Epoch 634 | loss: 0.000135265 | val_loss: 0.000138817 | Time: 1926.93 ms
[2020-12-01 09:14:06 main:581] : INFO : Epoch 635 | loss: 0.000121451 | val_loss: 0.000132058 | Time: 1925.28 ms
[2020-12-01 09:14:08 main:581] : INFO : Epoch 636 | loss: 0.00011838 | val_loss: 0.000131623 | Time: 1928.42 ms
[2020-12-01 09:14:10 main:581] : INFO : Epoch 637 | loss: 0.000141564 | val_loss: 0.000187369 | Time: 1925.43 ms
[2020-12-01 09:14:12 main:581] : INFO : Epoch 638 | loss: 0.00014052 | val_loss: 0.000147371 | Time: 1924.21 ms
[2020-12-01 09:14:14 main:581] : INFO : Epoch 639 | loss: 0.000132287 | val_loss: 0.000133946 | Time: 1927.29 ms
[2020-12-01 09:14:16 main:581] : INFO : Epoch 640 | loss: 0.000123343 | val_loss: 0.000139398 | Time: 1928.18 ms
[2020-12-01 09:14:17 main:581] : INFO : Epoch 641 | loss: 0.000142148 | val_loss: 0.000157373 | Time: 1924.3 ms
[2020-12-01 09:14:19 main:581] : INFO : Epoch 642 | loss: 0.00012924 | val_loss: 0.00013988 | Time: 1925.11 ms
[2020-12-01 09:14:21 main:581] : INFO : Epoch 643 | loss: 0.000131852 | val_loss: 0.000147953 | Time: 1926.84 ms
[2020-12-01 09:14:23 main:581] : INFO : Epoch 644 | loss: 0.000125384 | val_loss: 0.000137163 | Time: 1925.25 ms
[2020-12-01 09:14:25 main:581] : INFO : Epoch 645 | loss: 0.00017826 | val_loss: 0.000169092 | Time: 1922.18 ms
[2020-12-01 09:14:27 main:581] : INFO : Epoch 646 | loss: 0.000155947 | val_loss: 0.000183034 | Time: 1930.54 ms
[2020-12-01 09:14:29 main:581] : INFO : Epoch 647 | loss: 0.000136147 | val_loss: 0.000130654 | Time: 1926.29 ms
[2020-12-01 09:14:31 main:581] : INFO : Epoch 648 | loss: 0.000119677 | val_loss: 0.000135894 | Time: 1926.98 ms
[2020-12-01 09:14:33 main:581] : INFO : Epoch 649 | loss: 0.000156905 | val_loss: 0.000150992 | Time: 1927.35 ms
[2020-12-01 09:14:35 main:581] : INFO : Epoch 650 | loss: 0.000135596 | val_loss: 0.000135382 | Time: 1931.53 ms
[2020-12-01 09:14:37 main:581] : INFO : Epoch 651 | loss: 0.000119768 | val_loss: 0.000131047 | Time: 1928.98 ms
[2020-12-01 09:14:39 main:581] : INFO : Epoch 652 | loss: 0.000117883 | val_loss: 0.000132488 | Time: 1924.98 ms
[2020-12-01 09:14:41 main:581] : INFO : Epoch 653 | loss: 0.0001607 | val_loss: 0.000172264 | Time: 1923.48 ms
[2020-12-01 09:14:43 main:581] : INFO : Epoch 654 | loss: 0.000140825 | val_loss: 0.000142271 | Time: 1925.49 ms
[2020-12-01 09:14:44 main:581] : INFO : Epoch 655 | loss: 0.000122346 | val_loss: 0.000132171 | Time: 1923.45 ms
[2020-12-01 09:14:46 main:581] : INFO : Epoch 656 | loss: 0.000128123 | val_loss: 0.000139671 | Time: 1929.47 ms
[2020-12-01 09:14:48 main:581] : INFO : Epoch 657 | loss: 0.000124576 | val_loss: 0.000132713 | Time: 1932.3 ms
[2020-12-01 09:14:50 main:581] : INFO : Epoch 658 | loss: 0.000122378 | val_loss: 0.000155758 | Time: 1930.44 ms
[2020-12-01 09:14:52 main:581] : INFO : Epoch 659 | loss: 0.000160987 | val_loss: 0.000150807 | Time: 1925.69 ms
[2020-12-01 09:14:54 main:581] : INFO : Epoch 660 | loss: 0.000126065 | val_loss: 0.000131769 | Time: 1926.22 ms
[2020-12-01 09:14:56 main:581] : INFO : Epoch 661 | loss: 0.000119278 | val_loss: 0.000137013 | Time: 1924.19 ms
[2020-12-01 09:14:58 main:581] : INFO : Epoch 662 | loss: 0.000154211 | val_loss: 0.000181878 | Time: 1928.41 ms
[2020-12-01 09:15:00 main:581] : INFO : Epoch 663 | loss: 0.000138181 | val_loss: 0.000137767 | Time: 1930 ms
[2020-12-01 09:15:02 main:581] : INFO : Epoch 664 | loss: 0.000119154 | val_loss: 0.000127412 | Time: 1929.68 ms
[2020-12-01 09:15:04 main:581] : INFO : Epoch 665 | loss: 0.000116433 | val_loss: 0.000133811 | Time: 1928.24 ms
[2020-12-01 09:15:06 main:581] : INFO : Epoch 666 | loss: 0.00017601 | val_loss: 0.000158062 | Time: 1928.05 ms
[2020-12-01 09:15:08 main:581] : INFO : Epoch 667 | loss: 0.000165425 | val_loss: 0.000152297 | Time: 1932.76 ms
[2020-12-01 09:15:10 main:581] : INFO : Epoch 668 | loss: 0.000127606 | val_loss: 0.000132383 | Time: 1929.56 ms
[2020-12-01 09:15:11 main:581] : INFO : Epoch 669 | loss: 0.00013274 | val_loss: 0.000167019 | Time: 1927.62 ms
[2020-12-01 09:15:13 main:581] : INFO : Epoch 670 | loss: 0.000133071 | val_loss: 0.000136625 | Time: 1929.87 ms
[2020-12-01 09:15:15 main:581] : INFO : Epoch 671 | loss: 0.000119859 | val_loss: 0.00013054 | Time: 1924.6 ms
[2020-12-01 09:15:17 main:581] : INFO : Epoch 672 | loss: 0.000117531 | val_loss: 0.000135628 | Time: 1933.11 ms
[2020-12-01 09:15:19 main:581] : INFO : Epoch 673 | loss: 0.000141883 | val_loss: 0.000154506 | Time: 1932.66 ms
[2020-12-01 09:15:21 main:581] : INFO : Epoch 674 | loss: 0.000129044 | val_loss: 0.000130189 | Time: 1931.42 ms
[2020-12-01 09:15:23 main:581] : INFO : Epoch 675 | loss: 0.000119604 | val_loss: 0.000130644 | Time: 1929.9 ms
[2020-12-01 09:15:25 main:581] : INFO : Epoch 676 | loss: 0.000119577 | val_loss: 0.000144268 | Time: 1931.59 ms
[2020-12-01 09:15:27 main:581] : INFO : Epoch 677 | loss: 0.000169821 | val_loss: 0.000182672 | Time: 1931.3 ms
[2020-12-01 09:15:29 main:581] : INFO : Epoch 678 | loss: 0.000148727 | val_loss: 0.000140978 | Time: 1933.3 ms
[2020-12-01 09:15:31 main:581] : INFO : Epoch 679 | loss: 0.000128781 | val_loss: 0.00013387 | Time: 1930.86 ms
[2020-12-01 09:15:33 main:581] : INFO : Epoch 680 | loss: 0.000124076 | val_loss: 0.000144398 | Time: 1931.18 ms
[2020-12-01 09:15:35 main:581] : INFO : Epoch 681 | loss: 0.000141341 | val_loss: 0.000136858 | Time: 1926.31 ms
[2020-12-01 09:15:37 main:581] : INFO : Epoch 682 | loss: 0.000123177 | val_loss: 0.000134927 | Time: 1932.8 ms
[2020-12-01 09:15:38 main:581] : INFO : Epoch 683 | loss: 0.000122481 | val_loss: 0.000136597 | Time: 1931.45 ms
[2020-12-01 09:15:40 main:581] : INFO : Epoch 684 | loss: 0.000147512 | val_loss: 0.000153017 | Time: 1932.02 ms
[2020-12-01 09:15:42 main:581] : INFO : Epoch 685 | loss: 0.000136649 | val_loss: 0.0001469 | Time: 1933.76 ms
[2020-12-01 09:15:44 main:581] : INFO : Epoch 686 | loss: 0.000121933 | val_loss: 0.000132992 | Time: 1927.01 ms
[2020-12-01 09:15:46 main:581] : INFO : Epoch 687 | loss: 0.000126774 | val_loss: 0.000159022 | Time: 1928.79 ms
[2020-12-01 09:15:48 main:581] : INFO : Epoch 688 | loss: 0.00015492 | val_loss: 0.0001487 | Time: 1922.89 ms
[2020-12-01 09:15:50 main:581] : INFO : Epoch 689 | loss: 0.00013041 | val_loss: 0.000130889 | Time: 1925.19 ms
[2020-12-01 09:15:52 main:581] : INFO : Epoch 690 | loss: 0.000119542 | val_loss: 0.0001318 | Time: 1924.51 ms
[2020-12-01 09:15:54 main:581] : INFO : Epoch 691 | loss: 0.000145922 | val_loss: 0.000195321 | Time: 1926.91 ms
[2020-12-01 09:15:56 main:581] : INFO : Epoch 692 | loss: 0.000153264 | val_loss: 0.000173878 | Time: 1930.78 ms
[2020-12-01 09:15:58 main:581] : INFO : Epoch 693 | loss: 0.000145212 | val_loss: 0.000152568 | Time: 1925.89 ms
[2020-12-01 09:16:00 main:581] : INFO : Epoch 694 | loss: 0.000124005 | val_loss: 0.000134769 | Time: 1926.51 ms
[2020-12-01 09:16:02 main:581] : INFO : Epoch 695 | loss: 0.000124685 | val_loss: 0.000136057 | Time: 1932.39 ms
[2020-12-01 09:16:04 main:581] : INFO : Epoch 696 | loss: 0.000119333 | val_loss: 0.000131375 | Time: 1929.89 ms
[2020-12-01 09:16:05 main:581] : INFO : Epoch 697 | loss: 0.000134963 | val_loss: 0.000186848 | Time: 1928.49 ms
[2020-12-01 09:16:07 main:581] : INFO : Epoch 698 | loss: 0.000144529 | val_loss: 0.000151395 | Time: 1931.95 ms
[2020-12-01 09:16:09 main:581] : INFO : Epoch 699 | loss: 0.000176023 | val_loss: 0.000148237 | Time: 1924.05 ms
[2020-12-01 09:16:11 main:581] : INFO : Epoch 700 | loss: 0.000162471 | val_loss: 0.000150764 | Time: 1925.87 ms
[2020-12-01 09:16:13 main:581] : INFO : Epoch 701 | loss: 0.000126726 | val_loss: 0.000132786 | Time: 1929.33 ms
[2020-12-01 09:16:15 main:581] : INFO : Epoch 702 | loss: 0.000118937 | val_loss: 0.000128112 | Time: 1930.85 ms
[2020-12-01 09:16:17 main:581] : INFO : Epoch 703 | loss: 0.000116136 | val_loss: 0.0001317 | Time: 1931.52 ms
[2020-12-01 09:16:19 main:581] : INFO : Epoch 704 | loss: 0.000157253 | val_loss: 0.000201924 | Time: 1930.72 ms
[2020-12-01 09:16:21 main:581] : INFO : Epoch 705 | loss: 0.000150608 | val_loss: 0.000139869 | Time: 1931.56 ms
[2020-12-01 09:16:23 main:581] : INFO : Epoch 706 | loss: 0.000121934 | val_loss: 0.000129031 | Time: 1932.66 ms
[2020-12-01 09:16:25 main:581] : INFO : Epoch 707 | loss: 0.000115794 | val_loss: 0.000126691 | Time: 1925.04 ms
[2020-12-01 09:16:27 main:581] : INFO : Epoch 708 | loss: 0.000118073 | val_loss: 0.00013588 | Time: 1928.47 ms
[2020-12-01 09:16:29 main:581] : INFO : Epoch 709 | loss: 0.000146977 | val_loss: 0.000145752 | Time: 1932.76 ms
[2020-12-01 09:16:31 main:581] : INFO : Epoch 710 | loss: 0.000142793 | val_loss: 0.000141854 | Time: 1931.32 ms
[2020-12-01 09:16:32 main:581] : INFO : Epoch 711 | loss: 0.000125144 | val_loss: 0.000133382 | Time: 1935.51 ms
[2020-12-01 09:16:34 main:581] : INFO : Epoch 712 | loss: 0.00011886 | val_loss: 0.000129656 | Time: 1933.67 ms
[2020-12-01 09:16:36 main:581] : INFO : Epoch 713 | loss: 0.000126552 | val_loss: 0.000179929 | Time: 1936.59 ms
[2020-12-01 09:16:38 main:581] : INFO : Epoch 714 | loss: 0.000187508 | val_loss: 0.000187252 | Time: 1936.62 ms
[2020-12-01 09:16:40 main:581] : INFO : Epoch 715 | loss: 0.000135673 | val_loss: 0.000135439 | Time: 1932.56 ms
[2020-12-01 09:16:42 main:581] : INFO : Epoch 716 | loss: 0.000118343 | val_loss: 0.000129774 | Time: 1961.22 ms
[2020-12-01 09:16:44 main:581] : INFO : Epoch 717 | loss: 0.000149111 | val_loss: 0.000199957 | Time: 1975.88 ms
[2020-12-01 09:16:46 main:581] : INFO : Epoch 718 | loss: 0.000139622 | val_loss: 0.000135056 | Time: 1936.81 ms
[2020-12-01 09:16:48 main:581] : INFO : Epoch 719 | loss: 0.00011883 | val_loss: 0.000127233 | Time: 1935.17 ms
[2020-12-01 09:16:50 main:581] : INFO : Epoch 720 | loss: 0.000117302 | val_loss: 0.000135198 | Time: 1925.49 ms
[2020-12-01 09:16:52 main:581] : INFO : Epoch 721 | loss: 0.000129375 | val_loss: 0.000147502 | Time: 1923.92 ms
[2020-12-01 09:16:54 main:581] : INFO : Epoch 722 | loss: 0.000130998 | val_loss: 0.000131179 | Time: 1925.18 ms
[2020-12-01 09:16:56 main:581] : INFO : Epoch 723 | loss: 0.000119683 | val_loss: 0.000128988 | Time: 1921.21 ms
[2020-12-01 09:16:58 main:581] : INFO : Epoch 724 | loss: 0.000117912 | val_loss: 0.000133375 | Time: 1925.42 ms
[2020-12-01 09:17:00 main:581] : INFO : Epoch 725 | loss: 0.00013989 | val_loss: 0.000166819 | Time: 1925.63 ms
[2020-12-01 09:17:02 main:581] : INFO : Epoch 726 | loss: 0.000135213 | val_loss: 0.000139345 | Time: 1924.2 ms
[2020-12-01 09:17:03 main:581] : INFO : Epoch 727 | loss: 0.000126314 | val_loss: 0.000153632 | Time: 1925.36 ms
[2020-12-01 09:17:05 main:581] : INFO : Epoch 728 | loss: 0.000141991 | val_loss: 0.00014634 | Time: 1923.76 ms
[2020-12-01 09:17:07 main:581] : INFO : Epoch 729 | loss: 0.000129781 | val_loss: 0.000160406 | Time: 1927.99 ms
[2020-12-01 09:17:09 main:581] : INFO : Epoch 730 | loss: 0.00015595 | val_loss: 0.000145304 | Time: 1924.93 ms
[2020-12-01 09:17:11 main:581] : INFO : Epoch 731 | loss: 0.000126126 | val_loss: 0.000132291 | Time: 1923.41 ms
[2020-12-01 09:17:13 main:581] : INFO : Epoch 732 | loss: 0.00012127 | val_loss: 0.000132009 | Time: 1924.25 ms
[2020-12-01 09:17:15 main:581] : INFO : Epoch 733 | loss: 0.000120972 | val_loss: 0.000141831 | Time: 1921.39 ms
[2020-12-01 09:17:17 main:581] : INFO : Epoch 734 | loss: 0.000180526 | val_loss: 0.000171566 | Time: 1922.51 ms
[2020-12-01 09:17:19 main:581] : INFO : Epoch 735 | loss: 0.000143018 | val_loss: 0.000140788 | Time: 1922.41 ms
[2020-12-01 09:17:21 main:581] : INFO : Epoch 736 | loss: 0.000124119 | val_loss: 0.000133799 | Time: 1922.42 ms
[2020-12-01 09:17:23 main:581] : INFO : Epoch 737 | loss: 0.000116564 | val_loss: 0.000128464 | Time: 1923.04 ms
[2020-12-01 09:17:25 main:581] : INFO : Epoch 738 | loss: 0.000117784 | val_loss: 0.000137297 | Time: 1923.04 ms
[2020-12-01 09:17:27 main:581] : INFO : Epoch 739 | loss: 0.00014869 | val_loss: 0.000158106 | Time: 1923.75 ms
[2020-12-01 09:17:28 main:581] : INFO : Epoch 740 | loss: 0.000139538 | val_loss: 0.000143216 | Time: 1926.44 ms
[2020-12-01 09:17:30 main:581] : INFO : Epoch 741 | loss: 0.000121842 | val_loss: 0.000141477 | Time: 1925.36 ms
[2020-12-01 09:17:32 main:581] : INFO : Epoch 742 | loss: 0.000167393 | val_loss: 0.000161118 | Time: 1924.68 ms
[2020-12-01 09:17:34 main:581] : INFO : Epoch 743 | loss: 0.00014741 | val_loss: 0.000144729 | Time: 1925.57 ms
[2020-12-01 09:17:36 main:581] : INFO : Epoch 744 | loss: 0.000125123 | val_loss: 0.000127601 | Time: 1924.78 ms
[2020-12-01 09:17:38 main:581] : INFO : Epoch 745 | loss: 0.000116514 | val_loss: 0.000126743 | Time: 1924.37 ms
[2020-12-01 09:17:40 main:581] : INFO : Epoch 746 | loss: 0.000114785 | val_loss: 0.000128176 | Time: 1927.43 ms
[2020-12-01 09:17:42 main:581] : INFO : Epoch 747 | loss: 0.000124455 | val_loss: 0.000147104 | Time: 1932.87 ms
[2020-12-01 09:17:44 main:581] : INFO : Epoch 748 | loss: 0.000131859 | val_loss: 0.000137362 | Time: 1922.31 ms
[2020-12-01 09:17:46 main:581] : INFO : Epoch 749 | loss: 0.0001442 | val_loss: 0.000177665 | Time: 1925.44 ms
[2020-12-01 09:17:48 main:581] : INFO : Epoch 750 | loss: 0.000136194 | val_loss: 0.000143138 | Time: 1921.93 ms
[2020-12-01 09:17:50 main:581] : INFO : Epoch 751 | loss: 0.000127431 | val_loss: 0.000130997 | Time: 1927.99 ms
[2020-12-01 09:17:52 main:581] : INFO : Epoch 752 | loss: 0.000120325 | val_loss: 0.000131779 | Time: 1925.37 ms
[2020-12-01 09:17:53 main:581] : INFO : Epoch 753 | loss: 0.000127379 | val_loss: 0.000175529 | Time: 1923.94 ms
[2020-12-01 09:17:55 main:581] : INFO : Epoch 754 | loss: 0.000169775 | val_loss: 0.000159711 | Time: 1925.32 ms
[2020-12-01 09:17:57 main:581] : INFO : Epoch 755 | loss: 0.000140721 | val_loss: 0.000163165 | Time: 1926.64 ms
[2020-12-01 09:17:59 main:581] : INFO : Epoch 756 | loss: 0.000133192 | val_loss: 0.000130862 | Time: 1922.69 ms
[2020-12-01 09:18:01 main:581] : INFO : Epoch 757 | loss: 0.000117232 | val_loss: 0.000126935 | Time: 1926.69 ms
[2020-12-01 09:18:03 main:581] : INFO : Epoch 758 | loss: 0.000114795 | val_loss: 0.000128712 | Time: 1921.21 ms
[2020-12-01 09:18:05 main:581] : INFO : Epoch 759 | loss: 0.000159725 | val_loss: 0.000166742 | Time: 1923.32 ms
[2020-12-01 09:18:07 main:581] : INFO : Epoch 760 | loss: 0.000136633 | val_loss: 0.000146288 | Time: 1928.68 ms
[2020-12-01 09:18:09 main:581] : INFO : Epoch 761 | loss: 0.000125843 | val_loss: 0.000131546 | Time: 1929.61 ms
[2020-12-01 09:18:11 main:581] : INFO : Epoch 762 | loss: 0.000117022 | val_loss: 0.000130803 | Time: 1922.91 ms
[2020-12-01 09:18:13 main:581] : INFO : Epoch 763 | loss: 0.000117316 | val_loss: 0.000127931 | Time: 1927.2 ms
[2020-12-01 09:18:15 main:581] : INFO : Epoch 764 | loss: 0.000137272 | val_loss: 0.000206172 | Time: 1932.56 ms
[2020-12-01 09:18:17 main:581] : INFO : Epoch 765 | loss: 0.00015751 | val_loss: 0.000203738 | Time: 1933.31 ms
[2020-12-01 09:18:19 main:581] : INFO : Epoch 766 | loss: 0.0162655 | val_loss: 0.024082 | Time: 1933.2 ms
[2020-12-01 09:18:20 main:581] : INFO : Epoch 767 | loss: 0.00995169 | val_loss: 0.00337435 | Time: 1932.76 ms
[2020-12-01 09:18:22 main:581] : INFO : Epoch 768 | loss: 0.00214314 | val_loss: 0.00110769 | Time: 1934.44 ms
[2020-12-01 09:18:24 main:581] : INFO : Epoch 769 | loss: 0.000802817 | val_loss: 0.000571208 | Time: 1931.19 ms
[2020-12-01 09:18:26 main:581] : INFO : Epoch 770 | loss: 0.000468655 | val_loss: 0.000387448 | Time: 1935.51 ms
[2020-12-01 09:18:28 main:581] : INFO : Epoch 771 | loss: 0.000350334 | val_loss: 0.000309264 | Time: 1937.16 ms
[2020-12-01 09:18:30 main:581] : INFO : Epoch 772 | loss: 0.000294561 | val_loss: 0.000275948 | Time: 1927.35 ms
[2020-12-01 09:18:32 main:581] : INFO : Epoch 773 | loss: 0.000265606 | val_loss: 0.000253496 | Time: 1922.51 ms
[2020-12-01 09:18:34 main:581] : INFO : Epoch 774 | loss: 0.000245782 | val_loss: 0.0002342 | Time: 1924.65 ms
[2020-12-01 09:18:36 main:581] : INFO : Epoch 775 | loss: 0.000237572 | val_loss: 0.000255467 | Time: 1927.96 ms
[2020-12-01 09:18:38 main:581] : INFO : Epoch 776 | loss: 0.000248379 | val_loss: 0.000215866 | Time: 1931.29 ms
[2020-12-01 09:18:40 main:581] : INFO : Epoch 777 | loss: 0.000215875 | val_loss: 0.000208275 | Time: 1927.34 ms
[2020-12-01 09:18:42 main:581] : INFO : Epoch 778 | loss: 0.000247094 | val_loss: 0.000288574 | Time: 1924.28 ms
[2020-12-01 09:18:44 main:581] : INFO : Epoch 779 | loss: 0.000219854 | val_loss: 0.00020888 | Time: 1922.59 ms
[2020-12-01 09:18:46 main:581] : INFO : Epoch 780 | loss: 0.000200416 | val_loss: 0.000194233 | Time: 1926.6 ms
[2020-12-01 09:18:47 main:581] : INFO : Epoch 781 | loss: 0.000193116 | val_loss: 0.000191058 | Time: 1927.7 ms
[2020-12-01 09:18:49 main:581] : INFO : Epoch 782 | loss: 0.000191271 | val_loss: 0.000193608 | Time: 1924.71 ms
[2020-12-01 09:18:51 main:581] : INFO : Epoch 783 | loss: 0.000223378 | val_loss: 0.000302564 | Time: 1924.49 ms
[2020-12-01 09:18:53 main:581] : INFO : Epoch 784 | loss: 0.000222182 | val_loss: 0.000193098 | Time: 1927.13 ms
[2020-12-01 09:18:55 main:581] : INFO : Epoch 785 | loss: 0.000185375 | val_loss: 0.00018146 | Time: 1928.34 ms
[2020-12-01 09:18:57 main:581] : INFO : Epoch 786 | loss: 0.000177395 | val_loss: 0.000177717 | Time: 1922.83 ms
[2020-12-01 09:18:59 main:581] : INFO : Epoch 787 | loss: 0.000175802 | val_loss: 0.000179146 | Time: 1926.48 ms
[2020-12-01 09:19:01 main:581] : INFO : Epoch 788 | loss: 0.00017926 | val_loss: 0.000191576 | Time: 1925.34 ms
[2020-12-01 09:19:03 main:581] : INFO : Epoch 789 | loss: 0.000244938 | val_loss: 0.000184888 | Time: 1926.24 ms
[2020-12-01 09:19:05 main:581] : INFO : Epoch 790 | loss: 0.000191688 | val_loss: 0.00017362 | Time: 1924.03 ms
[2020-12-01 09:19:07 main:581] : INFO : Epoch 791 | loss: 0.000176341 | val_loss: 0.000174918 | Time: 1926.87 ms
[2020-12-01 09:19:09 main:581] : INFO : Epoch 792 | loss: 0.000170686 | val_loss: 0.000182953 | Time: 1923.94 ms
[2020-12-01 09:19:11 main:581] : INFO : Epoch 793 | loss: 0.000156849 | val_loss: 0.000166709 | Time: 1925.72 ms
[2020-12-01 09:19:13 main:581] : INFO : Epoch 794 | loss: 0.00014922 | val_loss: 0.000167598 | Time: 1937.6 ms
[2020-12-01 09:19:14 main:581] : INFO : Epoch 795 | loss: 0.000151195 | val_loss: 0.000174784 | Time: 1935.63 ms
[2020-12-01 09:19:16 main:581] : INFO : Epoch 796 | loss: 0.000199569 | val_loss: 0.000209614 | Time: 1931.55 ms
[2020-12-01 09:19:18 main:581] : INFO : Epoch 797 | loss: 0.000160966 | val_loss: 0.000173646 | Time: 1928.57 ms
[2020-12-01 09:19:20 main:581] : INFO : Epoch 798 | loss: 0.000148413 | val_loss: 0.000166219 | Time: 1932.4 ms
[2020-12-01 09:19:22 main:581] : INFO : Epoch 799 | loss: 0.000144862 | val_loss: 0.000163854 | Time: 1928.58 ms
[2020-12-01 09:19:24 main:581] : INFO : Epoch 800 | loss: 0.000142696 | val_loss: 0.000162175 | Time: 1922.3 ms
[2020-12-01 09:19:26 main:581] : INFO : Epoch 801 | loss: 0.000147487 | val_loss: 0.000192608 | Time: 1924.45 ms
[2020-12-01 09:19:28 main:581] : INFO : Epoch 802 | loss: 0.000301012 | val_loss: 0.000319577 | Time: 1922.33 ms
[2020-12-01 09:19:30 main:581] : INFO : Epoch 803 | loss: 0.000188994 | val_loss: 0.000172502 | Time: 1934.05 ms
[2020-12-01 09:19:32 main:581] : INFO : Epoch 804 | loss: 0.000148924 | val_loss: 0.000160898 | Time: 1931.09 ms
[2020-12-01 09:19:34 main:581] : INFO : Epoch 805 | loss: 0.000141666 | val_loss: 0.000160432 | Time: 1932.29 ms
[2020-12-01 09:19:36 main:581] : INFO : Epoch 806 | loss: 0.000139534 | val_loss: 0.000158902 | Time: 1938.77 ms
[2020-12-01 09:19:38 main:581] : INFO : Epoch 807 | loss: 0.000138547 | val_loss: 0.000158043 | Time: 1930.98 ms
[2020-12-01 09:19:40 main:581] : INFO : Epoch 808 | loss: 0.000136569 | val_loss: 0.000154457 | Time: 1923.8 ms
[2020-12-01 09:19:41 main:581] : INFO : Epoch 809 | loss: 0.000134978 | val_loss: 0.000155858 | Time: 1930.05 ms
[2020-12-01 09:19:43 main:581] : INFO : Epoch 810 | loss: 0.000134137 | val_loss: 0.000153036 | Time: 1937.08 ms
[2020-12-01 09:19:45 main:581] : INFO : Epoch 811 | loss: 0.000132789 | val_loss: 0.000151872 | Time: 1934.57 ms
[2020-12-01 09:19:47 main:581] : INFO : Epoch 812 | loss: 0.000132736 | val_loss: 0.000153129 | Time: 1930.63 ms
[2020-12-01 09:19:49 main:581] : INFO : Epoch 813 | loss: 0.000142333 | val_loss: 0.000197811 | Time: 1928.41 ms
[2020-12-01 09:19:51 main:581] : INFO : Epoch 814 | loss: 0.000172288 | val_loss: 0.000176102 | Time: 1927.25 ms
[2020-12-01 09:19:53 main:581] : INFO : Epoch 815 | loss: 0.000137394 | val_loss: 0.000154673 | Time: 1923.17 ms
[2020-12-01 09:19:55 main:581] : INFO : Epoch 816 | loss: 0.000141557 | val_loss: 0.000162376 | Time: 1925.77 ms
[2020-12-01 09:19:57 main:581] : INFO : Epoch 817 | loss: 0.000134947 | val_loss: 0.000155847 | Time: 1923.26 ms
[2020-12-01 09:19:59 main:581] : INFO : Epoch 818 | loss: 0.000133358 | val_loss: 0.000153393 | Time: 1925.72 ms
[2020-12-01 09:20:01 main:581] : INFO : Epoch 819 | loss: 0.000165626 | val_loss: 0.000242733 | Time: 1928.46 ms
[2020-12-01 09:20:03 main:581] : INFO : Epoch 820 | loss: 0.000162477 | val_loss: 0.000147336 | Time: 1925.81 ms
[2020-12-01 09:20:05 main:581] : INFO : Epoch 821 | loss: 0.000133334 | val_loss: 0.00014822 | Time: 1926.52 ms
[2020-12-01 09:20:07 main:581] : INFO : Epoch 822 | loss: 0.00012653 | val_loss: 0.000145189 | Time: 1926.61 ms
[2020-12-01 09:20:08 main:581] : INFO : Epoch 823 | loss: 0.000125178 | val_loss: 0.000144476 | Time: 1928.88 ms
[2020-12-01 09:20:10 main:581] : INFO : Epoch 824 | loss: 0.000125877 | val_loss: 0.000149708 | Time: 1934.57 ms
[2020-12-01 09:20:12 main:581] : INFO : Epoch 825 | loss: 0.000173934 | val_loss: 0.000204542 | Time: 1922.75 ms
[2020-12-01 09:20:14 main:581] : INFO : Epoch 826 | loss: 0.000140943 | val_loss: 0.000148465 | Time: 1925.23 ms
[2020-12-01 09:20:16 main:581] : INFO : Epoch 827 | loss: 0.000127029 | val_loss: 0.000141583 | Time: 1927.42 ms
[2020-12-01 09:20:18 main:581] : INFO : Epoch 828 | loss: 0.000123928 | val_loss: 0.000140477 | Time: 1923.12 ms
[2020-12-01 09:20:20 main:581] : INFO : Epoch 829 | loss: 0.000123215 | val_loss: 0.000142016 | Time: 1926.75 ms
[2020-12-01 09:20:22 main:581] : INFO : Epoch 830 | loss: 0.000152854 | val_loss: 0.000206723 | Time: 1924.2 ms
[2020-12-01 09:20:24 main:581] : INFO : Epoch 831 | loss: 0.000140068 | val_loss: 0.000146424 | Time: 1922.45 ms
[2020-12-01 09:20:26 main:581] : INFO : Epoch 832 | loss: 0.000128824 | val_loss: 0.000163932 | Time: 1928.55 ms
[2020-12-01 09:20:28 main:581] : INFO : Epoch 833 | loss: 0.000193804 | val_loss: 0.000201023 | Time: 1935.32 ms
[2020-12-01 09:20:30 main:581] : INFO : Epoch 834 | loss: 0.000139414 | val_loss: 0.000150394 | Time: 1925.98 ms
[2020-12-01 09:20:32 main:581] : INFO : Epoch 835 | loss: 0.000124597 | val_loss: 0.000141781 | Time: 1929.15 ms
[2020-12-01 09:20:34 main:581] : INFO : Epoch 836 | loss: 0.000122108 | val_loss: 0.000140998 | Time: 1926.88 ms
[2020-12-01 09:20:35 main:581] : INFO : Epoch 837 | loss: 0.000121853 | val_loss: 0.000141339 | Time: 1933.37 ms
[2020-12-01 09:20:37 main:581] : INFO : Epoch 838 | loss: 0.000121392 | val_loss: 0.000140878 | Time: 1924.49 ms
[2020-12-01 09:20:39 main:581] : INFO : Epoch 839 | loss: 0.000123372 | val_loss: 0.00015099 | Time: 1930.3 ms
[2020-12-01 09:20:41 main:581] : INFO : Epoch 840 | loss: 0.000192228 | val_loss: 0.000147229 | Time: 1935.14 ms
[2020-12-01 09:20:43 main:581] : INFO : Epoch 841 | loss: 0.000138815 | val_loss: 0.000142881 | Time: 1936.3 ms
[2020-12-01 09:20:45 main:581] : INFO : Epoch 842 | loss: 0.000125459 | val_loss: 0.000142145 | Time: 1952.2 ms
[2020-12-01 09:20:47 main:581] : INFO : Epoch 843 | loss: 0.000122371 | val_loss: 0.000141208 | Time: 1952.08 ms
[2020-12-01 09:20:49 main:581] : INFO : Epoch 844 | loss: 0.000121207 | val_loss: 0.000141304 | Time: 1931.84 ms
[2020-12-01 09:20:51 main:581] : INFO : Epoch 845 | loss: 0.000121419 | val_loss: 0.000141538 | Time: 1929.59 ms
[2020-12-01 09:20:53 main:581] : INFO : Epoch 846 | loss: 0.00012181 | val_loss: 0.000145472 | Time: 1937.46 ms
[2020-12-01 09:20:55 main:581] : INFO : Epoch 847 | loss: 0.000205955 | val_loss: 0.000206165 | Time: 1979.02 ms
[2020-12-01 09:20:57 main:581] : INFO : Epoch 848 | loss: 0.0001513 | val_loss: 0.0001538 | Time: 1927.6 ms
[2020-12-01 09:20:59 main:581] : INFO : Epoch 849 | loss: 0.000127611 | val_loss: 0.000143887 | Time: 1931.58 ms
[2020-12-01 09:21:01 main:581] : INFO : Epoch 850 | loss: 0.000122216 | val_loss: 0.000138774 | Time: 1924.37 ms
[2020-12-01 09:21:03 main:581] : INFO : Epoch 851 | loss: 0.000120748 | val_loss: 0.000136894 | Time: 1922.94 ms
[2020-12-01 09:21:04 main:581] : INFO : Epoch 852 | loss: 0.000120353 | val_loss: 0.000136204 | Time: 1922.98 ms
[2020-12-01 09:21:06 main:581] : INFO : Epoch 853 | loss: 0.000122209 | val_loss: 0.00014781 | Time: 1924.51 ms
[2020-12-01 09:21:08 main:581] : INFO : Epoch 854 | loss: 0.000190754 | val_loss: 0.000167092 | Time: 1925.22 ms
[2020-12-01 09:21:10 main:581] : INFO : Epoch 855 | loss: 0.000141635 | val_loss: 0.000141754 | Time: 1920.06 ms
[2020-12-01 09:21:12 main:581] : INFO : Epoch 856 | loss: 0.000122479 | val_loss: 0.000132785 | Time: 1924.36 ms
[2020-12-01 09:21:14 main:581] : INFO : Epoch 857 | loss: 0.000118944 | val_loss: 0.000131847 | Time: 1931.11 ms
[2020-12-01 09:21:16 main:581] : INFO : Epoch 858 | loss: 0.000118019 | val_loss: 0.000131837 | Time: 1931.37 ms
[2020-12-01 09:21:18 main:581] : INFO : Epoch 859 | loss: 0.000118036 | val_loss: 0.000132682 | Time: 1919.6 ms
[2020-12-01 09:21:20 main:581] : INFO : Epoch 860 | loss: 0.000122613 | val_loss: 0.000162169 | Time: 1920.49 ms
[2020-12-01 09:21:22 main:581] : INFO : Epoch 861 | loss: 0.000171116 | val_loss: 0.000162753 | Time: 1921.7 ms
[2020-12-01 09:21:24 main:581] : INFO : Epoch 862 | loss: 0.000131866 | val_loss: 0.000132282 | Time: 1921.31 ms
[2020-12-01 09:21:26 main:581] : INFO : Epoch 863 | loss: 0.000119813 | val_loss: 0.000129425 | Time: 1922.41 ms
[2020-12-01 09:21:28 main:581] : INFO : Epoch 864 | loss: 0.00011753 | val_loss: 0.000129623 | Time: 1926.25 ms
[2020-12-01 09:21:30 main:581] : INFO : Epoch 865 | loss: 0.00011734 | val_loss: 0.000128746 | Time: 1929.77 ms
[2020-12-01 09:21:31 main:581] : INFO : Epoch 866 | loss: 0.000121528 | val_loss: 0.000167461 | Time: 1956.4 ms
[2020-12-01 09:21:33 main:581] : INFO : Epoch 867 | loss: 0.000208418 | val_loss: 0.000147924 | Time: 1928.07 ms
[2020-12-01 09:21:35 main:581] : INFO : Epoch 868 | loss: 0.000131093 | val_loss: 0.000136223 | Time: 1932.2 ms
[2020-12-01 09:21:37 main:581] : INFO : Epoch 869 | loss: 0.000118919 | val_loss: 0.00012927 | Time: 1930.3 ms
[2020-12-01 09:21:39 main:581] : INFO : Epoch 870 | loss: 0.000116582 | val_loss: 0.000128174 | Time: 1931.05 ms
[2020-12-01 09:21:41 main:581] : INFO : Epoch 871 | loss: 0.000117241 | val_loss: 0.000132756 | Time: 1990.92 ms
[2020-12-01 09:21:43 main:581] : INFO : Epoch 872 | loss: 0.000126019 | val_loss: 0.000150412 | Time: 1941.76 ms
[2020-12-01 09:21:45 main:581] : INFO : Epoch 873 | loss: 0.000129326 | val_loss: 0.00013309 | Time: 1973.97 ms
[2020-12-01 09:21:47 main:581] : INFO : Epoch 874 | loss: 0.000117816 | val_loss: 0.000130003 | Time: 1979.57 ms
[2020-12-01 09:21:49 main:581] : INFO : Epoch 875 | loss: 0.000117417 | val_loss: 0.00012966 | Time: 1990.51 ms
[2020-12-01 09:21:51 main:581] : INFO : Epoch 876 | loss: 0.000124032 | val_loss: 0.000159972 | Time: 1991.18 ms
[2020-12-01 09:21:53 main:581] : INFO : Epoch 877 | loss: 0.000163211 | val_loss: 0.0001565 | Time: 1961.87 ms
[2020-12-01 09:21:55 main:581] : INFO : Epoch 878 | loss: 0.00012671 | val_loss: 0.000136364 | Time: 1928.9 ms
[2020-12-01 09:21:57 main:581] : INFO : Epoch 879 | loss: 0.000118666 | val_loss: 0.000129541 | Time: 1930.15 ms
[2020-12-01 09:21:59 main:581] : INFO : Epoch 880 | loss: 0.000116308 | val_loss: 0.000129041 | Time: 1924.78 ms
[2020-12-01 09:22:01 main:581] : INFO : Epoch 881 | loss: 0.000127971 | val_loss: 0.000176808 | Time: 1922.77 ms
[2020-12-01 09:22:03 main:581] : INFO : Epoch 882 | loss: 0.000156553 | val_loss: 0.000138857 | Time: 1924.25 ms
[2020-12-01 09:22:05 main:581] : INFO : Epoch 883 | loss: 0.000122899 | val_loss: 0.000129933 | Time: 1921.42 ms
[2020-12-01 09:22:06 main:581] : INFO : Epoch 884 | loss: 0.000116417 | val_loss: 0.000128499 | Time: 1925.48 ms
[2020-12-01 09:22:08 main:581] : INFO : Epoch 885 | loss: 0.000117237 | val_loss: 0.000136861 | Time: 1927.86 ms
[2020-12-01 09:22:10 main:581] : INFO : Epoch 886 | loss: 0.000176677 | val_loss: 0.000154027 | Time: 1928.32 ms
[2020-12-01 09:22:12 main:581] : INFO : Epoch 887 | loss: 0.000127522 | val_loss: 0.000130232 | Time: 1931.13 ms
[2020-12-01 09:22:14 main:581] : INFO : Epoch 888 | loss: 0.000117358 | val_loss: 0.000128108 | Time: 1931.24 ms
[2020-12-01 09:22:16 main:581] : INFO : Epoch 889 | loss: 0.000117017 | val_loss: 0.000132267 | Time: 1930.25 ms
[2020-12-01 09:22:18 main:581] : INFO : Epoch 890 | loss: 0.000129708 | val_loss: 0.00015386 | Time: 1931.22 ms
[2020-12-01 09:22:20 main:581] : INFO : Epoch 891 | loss: 0.000127286 | val_loss: 0.000133048 | Time: 1938.14 ms
[2020-12-01 09:22:22 main:581] : INFO : Epoch 892 | loss: 0.000120018 | val_loss: 0.0001295 | Time: 1931.75 ms
[2020-12-01 09:22:24 main:581] : INFO : Epoch 893 | loss: 0.000123159 | val_loss: 0.000141072 | Time: 1928.11 ms
[2020-12-01 09:22:26 main:581] : INFO : Epoch 894 | loss: 0.000131253 | val_loss: 0.000153968 | Time: 1932.19 ms
[2020-12-01 09:22:28 main:581] : INFO : Epoch 895 | loss: 0.000126312 | val_loss: 0.000129735 | Time: 1935 ms
[2020-12-01 09:22:30 main:581] : INFO : Epoch 896 | loss: 0.000116696 | val_loss: 0.000131042 | Time: 1937.61 ms
[2020-12-01 09:22:32 main:581] : INFO : Epoch 897 | loss: 0.000149505 | val_loss: 0.00029652 | Time: 1936.41 ms
[2020-12-01 09:22:34 main:581] : INFO : Epoch 898 | loss: 0.000178543 | val_loss: 0.000160285 | Time: 1932.74 ms
[2020-12-01 09:22:35 main:581] : INFO : Epoch 899 | loss: 0.000126405 | val_loss: 0.000128454 | Time: 1931.29 ms
[2020-12-01 09:22:37 main:581] : INFO : Epoch 900 | loss: 0.000116966 | val_loss: 0.000128986 | Time: 1929.44 ms
[2020-12-01 09:22:39 main:581] : INFO : Epoch 901 | loss: 0.000115448 | val_loss: 0.000127854 | Time: 1927.1 ms
[2020-12-01 09:22:41 main:581] : INFO : Epoch 902 | loss: 0.00011926 | val_loss: 0.000137698 | Time: 1927.41 ms
[2020-12-01 09:22:43 main:581] : INFO : Epoch 903 | loss: 0.000124147 | val_loss: 0.000135987 | Time: 1928.24 ms
[2020-12-01 09:22:45 main:581] : INFO : Epoch 904 | loss: 0.000118367 | val_loss: 0.000127662 | Time: 1933.62 ms
[2020-12-01 09:22:47 main:581] : INFO : Epoch 905 | loss: 0.00011631 | val_loss: 0.00013626 | Time: 1927.62 ms
[2020-12-01 09:22:49 main:581] : INFO : Epoch 906 | loss: 0.000151361 | val_loss: 0.000139735 | Time: 1935.49 ms
[2020-12-01 09:22:51 main:581] : INFO : Epoch 907 | loss: 0.000129817 | val_loss: 0.000133632 | Time: 1977.96 ms
[2020-12-01 09:22:53 main:581] : INFO : Epoch 908 | loss: 0.000124267 | val_loss: 0.000142752 | Time: 1990.25 ms
[2020-12-01 09:22:55 main:581] : INFO : Epoch 909 | loss: 0.00013562 | val_loss: 0.000132947 | Time: 1953.49 ms
[2020-12-01 09:22:57 main:581] : INFO : Epoch 910 | loss: 0.000117587 | val_loss: 0.000133779 | Time: 1926.71 ms
[2020-12-01 09:22:59 main:581] : INFO : Epoch 911 | loss: 0.000123913 | val_loss: 0.000136099 | Time: 1927.61 ms
[2020-12-01 09:23:01 main:581] : INFO : Epoch 912 | loss: 0.000125159 | val_loss: 0.000147683 | Time: 1926.39 ms
[2020-12-01 09:23:03 main:581] : INFO : Epoch 913 | loss: 0.000134906 | val_loss: 0.000139402 | Time: 1924.05 ms
[2020-12-01 09:23:05 main:581] : INFO : Epoch 914 | loss: 0.000119692 | val_loss: 0.000129113 | Time: 1929.66 ms
[2020-12-01 09:23:06 main:581] : INFO : Epoch 915 | loss: 0.000125583 | val_loss: 0.000153156 | Time: 1925.11 ms
[2020-12-01 09:23:08 main:581] : INFO : Epoch 916 | loss: 0.000154832 | val_loss: 0.000143534 | Time: 1926.73 ms
[2020-12-01 09:23:10 main:581] : INFO : Epoch 917 | loss: 0.000126985 | val_loss: 0.000135704 | Time: 1926.19 ms
[2020-12-01 09:23:12 main:581] : INFO : Epoch 918 | loss: 0.000117066 | val_loss: 0.000127477 | Time: 1933.22 ms
[2020-12-01 09:23:14 main:581] : INFO : Epoch 919 | loss: 0.000114547 | val_loss: 0.000127359 | Time: 1934.65 ms
[2020-12-01 09:23:16 main:581] : INFO : Epoch 920 | loss: 0.000147773 | val_loss: 0.00022813 | Time: 1933.85 ms
[2020-12-01 09:23:18 main:581] : INFO : Epoch 921 | loss: 0.000148163 | val_loss: 0.000143119 | Time: 1932.56 ms
[2020-12-01 09:23:20 main:581] : INFO : Epoch 922 | loss: 0.000121575 | val_loss: 0.00012852 | Time: 1932.65 ms
[2020-12-01 09:23:22 main:581] : INFO : Epoch 923 | loss: 0.000115598 | val_loss: 0.000127366 | Time: 1933.29 ms
[2020-12-01 09:23:24 main:581] : INFO : Epoch 924 | loss: 0.000115907 | val_loss: 0.000129786 | Time: 1928.07 ms
[2020-12-01 09:23:26 main:581] : INFO : Epoch 925 | loss: 0.000150452 | val_loss: 0.000259829 | Time: 1928.06 ms
[2020-12-01 09:23:28 main:581] : INFO : Epoch 926 | loss: 0.000156199 | val_loss: 0.000147523 | Time: 1931.22 ms
[2020-12-01 09:23:30 main:581] : INFO : Epoch 927 | loss: 0.000123732 | val_loss: 0.000132996 | Time: 1930.11 ms
[2020-12-01 09:23:32 main:581] : INFO : Epoch 928 | loss: 0.000117981 | val_loss: 0.000129671 | Time: 1923.33 ms
[2020-12-01 09:23:33 main:581] : INFO : Epoch 929 | loss: 0.00011581 | val_loss: 0.000128519 | Time: 1921.99 ms
[2020-12-01 09:23:35 main:581] : INFO : Epoch 930 | loss: 0.000120065 | val_loss: 0.000142345 | Time: 1926.04 ms
[2020-12-01 09:23:37 main:581] : INFO : Epoch 931 | loss: 0.00012943 | val_loss: 0.000135439 | Time: 1926.14 ms
[2020-12-01 09:23:39 main:581] : INFO : Epoch 932 | loss: 0.000120093 | val_loss: 0.000136365 | Time: 1930.48 ms
[2020-12-01 09:23:41 main:581] : INFO : Epoch 933 | loss: 0.000125536 | val_loss: 0.000145195 | Time: 1932.41 ms
[2020-12-01 09:23:43 main:581] : INFO : Epoch 934 | loss: 0.000121864 | val_loss: 0.000132374 | Time: 1931.2 ms
[2020-12-01 09:23:45 main:581] : INFO : Epoch 935 | loss: 0.00014294 | val_loss: 0.000169151 | Time: 1924.3 ms
[2020-12-01 09:23:47 main:581] : INFO : Epoch 936 | loss: 0.000129377 | val_loss: 0.000136107 | Time: 1923.75 ms
[2020-12-01 09:23:49 main:581] : INFO : Epoch 937 | loss: 0.00011925 | val_loss: 0.000132883 | Time: 1923.5 ms
[2020-12-01 09:23:51 main:581] : INFO : Epoch 938 | loss: 0.000120855 | val_loss: 0.000127969 | Time: 1926.47 ms
[2020-12-01 09:23:53 main:581] : INFO : Epoch 939 | loss: 0.000115272 | val_loss: 0.00013122 | Time: 1923.96 ms
[2020-12-01 09:23:55 main:581] : INFO : Epoch 940 | loss: 0.000132599 | val_loss: 0.000225503 | Time: 1922.84 ms
[2020-12-01 09:23:57 main:581] : INFO : Epoch 941 | loss: 0.000198245 | val_loss: 0.000150137 | Time: 1924.23 ms
[2020-12-01 09:23:59 main:581] : INFO : Epoch 942 | loss: 0.000127423 | val_loss: 0.000130862 | Time: 1926.41 ms
[2020-12-01 09:24:00 main:581] : INFO : Epoch 943 | loss: 0.000117034 | val_loss: 0.000127514 | Time: 1934.68 ms
[2020-12-01 09:24:02 main:581] : INFO : Epoch 944 | loss: 0.000114913 | val_loss: 0.00012683 | Time: 1928.86 ms
[2020-12-01 09:24:04 main:581] : INFO : Epoch 945 | loss: 0.000115312 | val_loss: 0.000127994 | Time: 1925.73 ms
[2020-12-01 09:24:06 main:581] : INFO : Epoch 946 | loss: 0.000118213 | val_loss: 0.000136458 | Time: 1926.6 ms
[2020-12-01 09:24:08 main:581] : INFO : Epoch 947 | loss: 0.000130703 | val_loss: 0.000131857 | Time: 1923.03 ms
[2020-12-01 09:24:10 main:581] : INFO : Epoch 948 | loss: 0.000120031 | val_loss: 0.000130156 | Time: 1926.19 ms
[2020-12-01 09:24:12 main:581] : INFO : Epoch 949 | loss: 0.000154726 | val_loss: 0.000249217 | Time: 1926.06 ms
[2020-12-01 09:24:14 main:581] : INFO : Epoch 950 | loss: 0.000151878 | val_loss: 0.000140287 | Time: 1925.12 ms
[2020-12-01 09:24:16 main:581] : INFO : Epoch 951 | loss: 0.000119815 | val_loss: 0.000128848 | Time: 1925.5 ms
[2020-12-01 09:24:18 main:581] : INFO : Epoch 952 | loss: 0.000115894 | val_loss: 0.00012995 | Time: 1926.37 ms
[2020-12-01 09:24:20 main:581] : INFO : Epoch 953 | loss: 0.000117013 | val_loss: 0.000129384 | Time: 1922.23 ms
[2020-12-01 09:24:22 main:581] : INFO : Epoch 954 | loss: 0.000119129 | val_loss: 0.000142751 | Time: 1927.4 ms
[2020-12-01 09:24:24 main:581] : INFO : Epoch 955 | loss: 0.000132372 | val_loss: 0.000144929 | Time: 1925.4 ms
[2020-12-01 09:24:26 main:581] : INFO : Epoch 956 | loss: 0.000124979 | val_loss: 0.000138336 | Time: 1927.36 ms
[2020-12-01 09:24:27 main:581] : INFO : Epoch 957 | loss: 0.000127407 | val_loss: 0.000132552 | Time: 1926.39 ms
[2020-12-01 09:24:29 main:581] : INFO : Epoch 958 | loss: 0.000116694 | val_loss: 0.000128446 | Time: 1930.11 ms
[2020-12-01 09:24:31 main:581] : INFO : Epoch 959 | loss: 0.00012558 | val_loss: 0.000185259 | Time: 1925.7 ms
[2020-12-01 09:24:33 main:581] : INFO : Epoch 960 | loss: 0.000157273 | val_loss: 0.000147589 | Time: 1933.71 ms
[2020-12-01 09:24:35 main:581] : INFO : Epoch 961 | loss: 0.000122187 | val_loss: 0.000128825 | Time: 1928.92 ms
[2020-12-01 09:24:37 main:581] : INFO : Epoch 962 | loss: 0.000115206 | val_loss: 0.000127214 | Time: 1939.76 ms
[2020-12-01 09:24:39 main:581] : INFO : Epoch 963 | loss: 0.000117364 | val_loss: 0.00013204 | Time: 1942.55 ms
[2020-12-01 09:24:41 main:581] : INFO : Epoch 964 | loss: 0.000125128 | val_loss: 0.000166649 | Time: 1931.76 ms
[2020-12-01 09:24:43 main:581] : INFO : Epoch 965 | loss: 0.000187159 | val_loss: 0.000155305 | Time: 1936.01 ms
[2020-12-01 09:24:45 main:581] : INFO : Epoch 966 | loss: 0.000129021 | val_loss: 0.000134649 | Time: 1927.76 ms
[2020-12-01 09:24:47 main:581] : INFO : Epoch 967 | loss: 0.000117005 | val_loss: 0.000128015 | Time: 1932.36 ms
[2020-12-01 09:24:49 main:581] : INFO : Epoch 968 | loss: 0.000115191 | val_loss: 0.000128645 | Time: 1940.11 ms
[2020-12-01 09:24:51 main:581] : INFO : Epoch 969 | loss: 0.000116602 | val_loss: 0.000128407 | Time: 1926.7 ms
[2020-12-01 09:24:53 main:581] : INFO : Epoch 970 | loss: 0.000118088 | val_loss: 0.000142145 | Time: 1927.62 ms
[2020-12-01 09:24:54 main:581] : INFO : Epoch 971 | loss: 0.000146812 | val_loss: 0.000156718 | Time: 1925.49 ms
[2020-12-01 09:24:56 main:581] : INFO : Epoch 972 | loss: 0.000138991 | val_loss: 0.000144348 | Time: 1930.46 ms
[2020-12-01 09:24:58 main:581] : INFO : Epoch 973 | loss: 0.000123595 | val_loss: 0.000132191 | Time: 1928.24 ms
[2020-12-01 09:25:00 main:581] : INFO : Epoch 974 | loss: 0.000116625 | val_loss: 0.000127729 | Time: 1927.62 ms
[2020-12-01 09:25:02 main:581] : INFO : Epoch 975 | loss: 0.0001227 | val_loss: 0.000165338 | Time: 1929.7 ms
[2020-12-01 09:25:04 main:581] : INFO : Epoch 976 | loss: 0.000152676 | val_loss: 0.000153307 | Time: 1926.51 ms
[2020-12-01 09:25:06 main:581] : INFO : Epoch 977 | loss: 0.000125614 | val_loss: 0.00013152 | Time: 1932.51 ms
[2020-12-01 09:25:08 main:581] : INFO : Epoch 978 | loss: 0.000118615 | val_loss: 0.000133704 | Time: 1926.95 ms
[2020-12-01 09:25:10 main:581] : INFO : Epoch 979 | loss: 0.000118371 | val_loss: 0.000132838 | Time: 1933.94 ms
[2020-12-01 09:25:12 main:581] : INFO : Epoch 980 | loss: 0.000128958 | val_loss: 0.000152729 | Time: 1936.33 ms
[2020-12-01 09:25:14 main:581] : INFO : Epoch 981 | loss: 0.000131799 | val_loss: 0.000152535 | Time: 1929.41 ms
[2020-12-01 09:25:16 main:581] : INFO : Epoch 982 | loss: 0.000130335 | val_loss: 0.000137022 | Time: 1931.22 ms
[2020-12-01 09:25:18 main:581] : INFO : Epoch 983 | loss: 0.00011991 | val_loss: 0.000132531 | Time: 1936.28 ms
[2020-12-01 09:25:20 main:581] : INFO : Epoch 984 | loss: 0.000139086 | val_loss: 0.000197918 | Time: 1933.86 ms
[2020-12-01 09:25:22 main:581] : INFO : Epoch 985 | loss: 0.000145442 | val_loss: 0.000139686 | Time: 1928.58 ms
[2020-12-01 09:25:23 main:581] : INFO : Epoch 986 | loss: 0.00012892 | val_loss: 0.000139531 | Time: 1925.99 ms
[2020-12-01 09:25:25 main:581] : INFO : Epoch 987 | loss: 0.000119362 | val_loss: 0.000129372 | Time: 1926.33 ms
[2020-12-01 09:25:27 main:581] : INFO : Epoch 988 | loss: 0.000115753 | val_loss: 0.000128736 | Time: 1923.93 ms
[2020-12-01 09:25:29 main:581] : INFO : Epoch 989 | loss: 0.000138352 | val_loss: 0.000186044 | Time: 1924.73 ms
[2020-12-01 09:25:31 main:581] : INFO : Epoch 990 | loss: 0.000132606 | val_loss: 0.000133976 | Time: 1926.78 ms
[2020-12-01 09:25:33 main:581] : INFO : Epoch 991 | loss: 0.000131968 | val_loss: 0.000206951 | Time: 1927.42 ms
[2020-12-01 09:25:35 main:581] : INFO : Epoch 992 | loss: 0.000166216 | val_loss: 0.000148306 | Time: 1926.15 ms
[2020-12-01 09:25:37 main:581] : INFO : Epoch 993 | loss: 0.000124158 | val_loss: 0.000133029 | Time: 1926.23 ms
[2020-12-01 09:25:39 main:581] : INFO : Epoch 994 | loss: 0.000116134 | val_loss: 0.000126987 | Time: 1970.34 ms
[2020-12-01 09:25:41 main:581] : INFO : Epoch 995 | loss: 0.000113612 | val_loss: 0.000126767 | Time: 1930.4 ms
[2020-12-01 09:25:43 main:581] : INFO : Epoch 996 | loss: 0.000113545 | val_loss: 0.000127165 | Time: 1931.58 ms
[2020-12-01 09:25:45 main:581] : INFO : Epoch 997 | loss: 0.00012877 | val_loss: 0.000172305 | Time: 1932.88 ms
[2020-12-01 09:25:47 main:581] : INFO : Epoch 998 | loss: 0.000159633 | val_loss: 0.00015707 | Time: 1929.56 ms
[2020-12-01 09:25:49 main:581] : INFO : Epoch 999 | loss: 0.000127611 | val_loss: 0.000129003 | Time: 1922.15 ms
[2020-12-01 09:25:50 main:581] : INFO : Epoch 1000 | loss: 0.000116739 | val_loss: 0.000128483 | Time: 1924.31 ms
[2020-12-01 09:25:52 main:581] : INFO : Epoch 1001 | loss: 0.000115615 | val_loss: 0.000130328 | Time: 1924.5 ms
[2020-12-01 09:25:54 main:581] : INFO : Epoch 1002 | loss: 0.000138968 | val_loss: 0.000179047 | Time: 1926.85 ms
[2020-12-01 09:25:56 main:581] : INFO : Epoch 1003 | loss: 0.000133855 | val_loss: 0.000142342 | Time: 1924.86 ms
[2020-12-01 09:25:58 main:581] : INFO : Epoch 1004 | loss: 0.000126637 | val_loss: 0.000130731 | Time: 1926.59 ms
[2020-12-01 09:26:00 main:581] : INFO : Epoch 1005 | loss: 0.00011688 | val_loss: 0.000133711 | Time: 1924.38 ms
[2020-12-01 09:26:02 main:581] : INFO : Epoch 1006 | loss: 0.000136727 | val_loss: 0.000153748 | Time: 1931.28 ms
[2020-12-01 09:26:04 main:581] : INFO : Epoch 1007 | loss: 0.000128361 | val_loss: 0.000137573 | Time: 1931.77 ms
[2020-12-01 09:26:06 main:581] : INFO : Epoch 1008 | loss: 0.00012022 | val_loss: 0.000131099 | Time: 1927.86 ms
[2020-12-01 09:26:08 main:581] : INFO : Epoch 1009 | loss: 0.000122133 | val_loss: 0.000141807 | Time: 1927.16 ms
[2020-12-01 09:26:10 main:581] : INFO : Epoch 1010 | loss: 0.000157433 | val_loss: 0.000208688 | Time: 1925.55 ms
[2020-12-01 09:26:12 main:581] : INFO : Epoch 1011 | loss: 0.000142691 | val_loss: 0.000140055 | Time: 1924.4 ms
[2020-12-01 09:26:14 main:581] : INFO : Epoch 1012 | loss: 0.000124876 | val_loss: 0.000135249 | Time: 1930.93 ms
[2020-12-01 09:26:16 main:581] : INFO : Epoch 1013 | loss: 0.000118505 | val_loss: 0.000131449 | Time: 1923.7 ms
[2020-12-01 09:26:17 main:581] : INFO : Epoch 1014 | loss: 0.000126038 | val_loss: 0.00013371 | Time: 1923.76 ms
[2020-12-01 09:26:19 main:581] : INFO : Epoch 1015 | loss: 0.000117196 | val_loss: 0.000130648 | Time: 1941.32 ms
[2020-12-01 09:26:21 main:581] : INFO : Epoch 1016 | loss: 0.000128504 | val_loss: 0.000173151 | Time: 1939.05 ms
[2020-12-01 09:26:23 main:581] : INFO : Epoch 1017 | loss: 0.000133173 | val_loss: 0.000146985 | Time: 1943.59 ms
[2020-12-01 09:26:25 main:581] : INFO : Epoch 1018 | loss: 0.00014715 | val_loss: 0.000164411 | Time: 1941.33 ms
[2020-12-01 09:26:27 main:581] : INFO : Epoch 1019 | loss: 0.000125557 | val_loss: 0.00012908 | Time: 1928.43 ms
[2020-12-01 09:26:29 main:581] : INFO : Epoch 1020 | loss: 0.000123106 | val_loss: 0.000162711 | Time: 1924.48 ms
[2020-12-01 09:26:31 main:581] : INFO : Epoch 1021 | loss: 0.000148737 | val_loss: 0.000144965 | Time: 1925.56 ms
[2020-12-01 09:26:33 main:581] : INFO : Epoch 1022 | loss: 0.000120274 | val_loss: 0.000129094 | Time: 1934.97 ms
[2020-12-01 09:26:35 main:581] : INFO : Epoch 1023 | loss: 0.000116154 | val_loss: 0.000130079 | Time: 1925.31 ms
[2020-12-01 09:26:37 main:581] : INFO : Epoch 1024 | loss: 0.000114939 | val_loss: 0.000132061 | Time: 1928.92 ms
[2020-12-01 09:26:37 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.000132061
[2020-12-01 09:26:37 main:610] : INFO : Saving end state to config to file
[2020-12-01 09:26:37 main:615] : INFO : Success, exiting..
09:26:37 (3081498): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)