Task 3322540
| Name | ParityModified-1605151114-31795-6_0 |
| Workunit | 1587920 |
| Created | 17 Dec 2020, 22:21:28 UTC |
| Sent | 20 Dec 2020, 22:26:25 UTC |
| Report deadline | 27 Dec 2020, 22:26:25 UTC |
| Received | 21 Dec 2020, 12:51:26 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4379 |
| Run time | 34 min 53 sec |
| CPU time | 34 min 48 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,498.72 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.48 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.14</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 510 | loss: 0.0311906 | val_loss: 0.0312045 | Time: 2031.92 ms
[2020-12-21 06:33:07 main:581] : INFO : Epoch 511 | loss: 0.0311927 | val_loss: 0.0311944 | Time: 2042.15 ms
[2020-12-21 06:33:09 main:581] : INFO : Epoch 512 | loss: 0.0311881 | val_loss: 0.0311913 | Time: 2041.86 ms
[2020-12-21 06:33:11 main:581] : INFO : Epoch 513 | loss: 0.0311882 | val_loss: 0.031191 | Time: 2029.29 ms
[2020-12-21 06:33:13 main:581] : INFO : Epoch 514 | loss: 0.0311879 | val_loss: 0.0311913 | Time: 2030.46 ms
[2020-12-21 06:33:15 main:581] : INFO : Epoch 515 | loss: 0.031187 | val_loss: 0.0311902 | Time: 2041.82 ms
[2020-12-21 06:33:17 main:581] : INFO : Epoch 516 | loss: 0.0311878 | val_loss: 0.0311896 | Time: 2041.76 ms
[2020-12-21 06:33:19 main:581] : INFO : Epoch 517 | loss: 0.0311869 | val_loss: 0.0311906 | Time: 2030.83 ms
[2020-12-21 06:33:21 main:581] : INFO : Epoch 518 | loss: 0.0311883 | val_loss: 0.0311923 | Time: 2036.8 ms
[2020-12-21 06:33:23 main:581] : INFO : Epoch 519 | loss: 0.0311895 | val_loss: 0.03119 | Time: 2038.94 ms
[2020-12-21 06:33:25 main:581] : INFO : Epoch 520 | loss: 0.0311899 | val_loss: 0.0311889 | Time: 2041.19 ms
[2020-12-21 06:33:27 main:581] : INFO : Epoch 521 | loss: 0.0311901 | val_loss: 0.0311901 | Time: 2039.45 ms
[2020-12-21 06:33:29 main:581] : INFO : Epoch 522 | loss: 0.0311921 | val_loss: 0.0311899 | Time: 2039.87 ms
[2020-12-21 06:33:31 main:581] : INFO : Epoch 523 | loss: 0.0311919 | val_loss: 0.0311931 | Time: 2034.48 ms
[2020-12-21 06:33:33 main:581] : INFO : Epoch 524 | loss: 0.0311924 | val_loss: 0.0311916 | Time: 2031.99 ms
[2020-12-21 06:33:35 main:581] : INFO : Epoch 525 | loss: 0.0311905 | val_loss: 0.0311903 | Time: 2036.78 ms
[2020-12-21 06:33:37 main:581] : INFO : Epoch 526 | loss: 0.0311905 | val_loss: 0.0311896 | Time: 2033.65 ms
[2020-12-21 06:33:39 main:581] : INFO : Epoch 527 | loss: 0.0311897 | val_loss: 0.0311892 | Time: 2034.05 ms
[2020-12-21 06:33:41 main:581] : INFO : Epoch 528 | loss: 0.0311911 | val_loss: 0.0311902 | Time: 2039.68 ms
[2020-12-21 06:33:43 main:581] : INFO : Epoch 529 | loss: 0.0311937 | val_loss: 0.0311887 | Time: 2034.15 ms
[2020-12-21 06:33:45 main:581] : INFO : Epoch 530 | loss: 0.0311927 | val_loss: 0.0311893 | Time: 2034.38 ms
[2020-12-21 06:33:47 main:581] : INFO : Epoch 531 | loss: 0.0311899 | val_loss: 0.0311892 | Time: 2040.63 ms
[2020-12-21 06:33:49 main:581] : INFO : Epoch 532 | loss: 0.0311901 | val_loss: 0.0311881 | Time: 2033.63 ms
[2020-12-21 06:33:52 main:581] : INFO : Epoch 533 | loss: 0.031189 | val_loss: 0.0311885 | Time: 2043.01 ms
[2020-12-21 06:33:54 main:581] : INFO : Epoch 534 | loss: 0.0311902 | val_loss: 0.0311886 | Time: 2040.75 ms
[2020-12-21 06:33:56 main:581] : INFO : Epoch 535 | loss: 0.0311887 | val_loss: 0.0311872 | Time: 2041.52 ms
[2020-12-21 06:33:58 main:581] : INFO : Epoch 536 | loss: 0.0311906 | val_loss: 0.031191 | Time: 2044.48 ms
[2020-12-21 06:34:00 main:581] : INFO : Epoch 537 | loss: 0.0311904 | val_loss: 0.0311895 | Time: 2045.44 ms
[2020-12-21 06:34:02 main:581] : INFO : Epoch 538 | loss: 0.0311906 | val_loss: 0.0311901 | Time: 2030.44 ms
[2020-12-21 06:34:04 main:581] : INFO : Epoch 539 | loss: 0.0311914 | val_loss: 0.0311883 | Time: 2040.88 ms
[2020-12-21 06:34:06 main:581] : INFO : Epoch 540 | loss: 0.0311916 | val_loss: 0.0311899 | Time: 2035.3 ms
[2020-12-21 06:34:08 main:581] : INFO : Epoch 541 | loss: 0.031201 | val_loss: 0.0312002 | Time: 2036.98 ms
[2020-12-21 06:34:10 main:581] : INFO : Epoch 542 | loss: 0.0312069 | val_loss: 0.0312057 | Time: 2041.78 ms
[2020-12-21 06:34:12 main:581] : INFO : Epoch 543 | loss: 0.031208 | val_loss: 0.03121 | Time: 2045.24 ms
[2020-12-21 06:34:14 main:581] : INFO : Epoch 544 | loss: 0.0312097 | val_loss: 0.0312071 | Time: 2031.66 ms
[2020-12-21 06:34:16 main:581] : INFO : Epoch 545 | loss: 0.0312064 | val_loss: 0.0311973 | Time: 2048.76 ms
[2020-12-21 06:34:18 main:581] : INFO : Epoch 546 | loss: 0.0312017 | val_loss: 0.0311967 | Time: 2042.27 ms
[2020-12-21 06:34:20 main:581] : INFO : Epoch 547 | loss: 0.0312015 | val_loss: 0.0311956 | Time: 2037.27 ms
[2020-12-21 06:34:22 main:581] : INFO : Epoch 548 | loss: 0.0312004 | val_loss: 0.031198 | Time: 2033.78 ms
[2020-12-21 06:34:24 main:581] : INFO : Epoch 549 | loss: 0.0312026 | val_loss: 0.0311967 | Time: 2040.29 ms
[2020-12-21 06:34:26 main:581] : INFO : Epoch 550 | loss: 0.0311997 | val_loss: 0.0311955 | Time: 2043.98 ms
[2020-12-21 06:34:28 main:581] : INFO : Epoch 551 | loss: 0.0311997 | val_loss: 0.0311953 | Time: 2043.27 ms
[2020-12-21 06:34:30 main:581] : INFO : Epoch 552 | loss: 0.031201 | val_loss: 0.0311957 | Time: 2034.91 ms
[2020-12-21 06:34:32 main:581] : INFO : Epoch 553 | loss: 0.0312004 | val_loss: 0.0311994 | Time: 2039.49 ms
[2020-12-21 06:34:34 main:581] : INFO : Epoch 554 | loss: 0.0312036 | val_loss: 0.0311989 | Time: 2033.86 ms
[2020-12-21 06:34:36 main:581] : INFO : Epoch 555 | loss: 0.0312013 | val_loss: 0.0311957 | Time: 2036.11 ms
[2020-12-21 06:34:38 main:581] : INFO : Epoch 556 | loss: 0.0312021 | val_loss: 0.0311983 | Time: 2032.08 ms
[2020-12-21 06:34:40 main:581] : INFO : Epoch 557 | loss: 0.031204 | val_loss: 0.0311984 | Time: 2037.57 ms
[2020-12-21 06:34:42 main:581] : INFO : Epoch 558 | loss: 0.0312009 | val_loss: 0.0311957 | Time: 2048.34 ms
[2020-12-21 06:34:45 main:581] : INFO : Epoch 559 | loss: 0.0312007 | val_loss: 0.0311946 | Time: 2031.05 ms
[2020-12-21 06:34:47 main:581] : INFO : Epoch 560 | loss: 0.0312002 | val_loss: 0.0312018 | Time: 2045.03 ms
[2020-12-21 06:34:49 main:581] : INFO : Epoch 561 | loss: 0.0312015 | val_loss: 0.0311934 | Time: 2031.88 ms
[2020-12-21 06:34:51 main:581] : INFO : Epoch 562 | loss: 0.0312008 | val_loss: 0.0311969 | Time: 2033.43 ms
[2020-12-21 06:34:53 main:581] : INFO : Epoch 563 | loss: 0.0311996 | val_loss: 0.0311964 | Time: 2031.05 ms
[2020-12-21 06:34:55 main:581] : INFO : Epoch 564 | loss: 0.0311987 | val_loss: 0.0311949 | Time: 2042.08 ms
[2020-12-21 06:34:57 main:581] : INFO : Epoch 565 | loss: 0.0311982 | val_loss: 0.0311981 | Time: 2046.3 ms
[2020-12-21 06:34:59 main:581] : INFO : Epoch 566 | loss: 0.0312001 | val_loss: 0.0311947 | Time: 2033.84 ms
[2020-12-21 06:35:01 main:581] : INFO : Epoch 567 | loss: 0.0312 | val_loss: 0.0311962 | Time: 2044.3 ms
[2020-12-21 06:35:03 main:581] : INFO : Epoch 568 | loss: 0.0311988 | val_loss: 0.0311945 | Time: 2046.05 ms
[2020-12-21 06:35:05 main:581] : INFO : Epoch 569 | loss: 0.0311987 | val_loss: 0.0311948 | Time: 2045.82 ms
[2020-12-21 06:35:07 main:581] : INFO : Epoch 570 | loss: 0.0311994 | val_loss: 0.031194 | Time: 2044.65 ms
[2020-12-21 06:35:09 main:581] : INFO : Epoch 571 | loss: 0.0311978 | val_loss: 0.0311929 | Time: 2035.28 ms
[2020-12-21 06:35:11 main:581] : INFO : Epoch 572 | loss: 0.0311958 | val_loss: 0.0311922 | Time: 2047.4 ms
[2020-12-21 06:35:13 main:581] : INFO : Epoch 573 | loss: 0.0311952 | val_loss: 0.0311923 | Time: 2034.98 ms
[2020-12-21 06:35:15 main:581] : INFO : Epoch 574 | loss: 0.0311968 | val_loss: 0.031196 | Time: 2047.62 ms
[2020-12-21 06:35:17 main:581] : INFO : Epoch 575 | loss: 0.0311959 | val_loss: 0.0311912 | Time: 2045.11 ms
[2020-12-21 06:35:19 main:581] : INFO : Epoch 576 | loss: 0.031197 | val_loss: 0.0311948 | Time: 2038.32 ms
[2020-12-21 06:35:21 main:581] : INFO : Epoch 577 | loss: 0.0311952 | val_loss: 0.031191 | Time: 2048.69 ms
[2020-12-21 06:35:23 main:581] : INFO : Epoch 578 | loss: 0.0311953 | val_loss: 0.0311925 | Time: 2047.06 ms
[2020-12-21 06:35:25 main:581] : INFO : Epoch 579 | loss: 0.0311967 | val_loss: 0.0311917 | Time: 2043.48 ms
[2020-12-21 06:35:27 main:581] : INFO : Epoch 580 | loss: 0.0311952 | val_loss: 0.0311923 | Time: 2035.04 ms
[2020-12-21 06:35:29 main:581] : INFO : Epoch 581 | loss: 0.0311952 | val_loss: 0.0311916 | Time: 2042.51 ms
[2020-12-21 06:35:31 main:581] : INFO : Epoch 582 | loss: 0.0311948 | val_loss: 0.031191 | Time: 2048.34 ms
[2020-12-21 06:35:34 main:581] : INFO : Epoch 583 | loss: 0.031197 | val_loss: 0.0311942 | Time: 2034.15 ms
[2020-12-21 06:35:36 main:581] : INFO : Epoch 584 | loss: 0.0311969 | val_loss: 0.0311914 | Time: 2056.45 ms
[2020-12-21 06:35:38 main:581] : INFO : Epoch 585 | loss: 0.0311948 | val_loss: 0.0311939 | Time: 2052.53 ms
[2020-12-21 06:35:40 main:581] : INFO : Epoch 586 | loss: 0.0311945 | val_loss: 0.0311924 | Time: 2035.73 ms
[2020-12-21 06:35:42 main:581] : INFO : Epoch 587 | loss: 0.031194 | val_loss: 0.0311912 | Time: 2049.46 ms
[2020-12-21 06:35:44 main:581] : INFO : Epoch 588 | loss: 0.0311933 | val_loss: 0.0311906 | Time: 2050.1 ms
[2020-12-21 06:35:46 main:581] : INFO : Epoch 589 | loss: 0.0311961 | val_loss: 0.0312001 | Time: 2047.68 ms
[2020-12-21 06:35:48 main:581] : INFO : Epoch 590 | loss: 0.0311991 | val_loss: 0.0311955 | Time: 2039.98 ms
[2020-12-21 06:35:50 main:581] : INFO : Epoch 591 | loss: 0.0311936 | val_loss: 0.0311918 | Time: 2052.31 ms
[2020-12-21 06:35:52 main:581] : INFO : Epoch 592 | loss: 0.0311938 | val_loss: 0.0311907 | Time: 2040.31 ms
[2020-12-21 06:35:54 main:581] : INFO : Epoch 593 | loss: 0.031193 | val_loss: 0.0311912 | Time: 2039.86 ms
[2020-12-21 06:35:56 main:581] : INFO : Epoch 594 | loss: 0.0311933 | val_loss: 0.0311915 | Time: 2039.93 ms
[2020-12-21 06:35:58 main:581] : INFO : Epoch 595 | loss: 0.0311954 | val_loss: 0.031193 | Time: 2047.18 ms
[2020-12-21 06:36:00 main:581] : INFO : Epoch 596 | loss: 0.0311941 | val_loss: 0.0311907 | Time: 2050.6 ms
[2020-12-21 06:36:02 main:581] : INFO : Epoch 597 | loss: 0.0311932 | val_loss: 0.0311899 | Time: 2053.5 ms
[2020-12-21 06:36:04 main:581] : INFO : Epoch 598 | loss: 0.0311927 | val_loss: 0.0311899 | Time: 2044.81 ms
[2020-12-21 06:36:06 main:581] : INFO : Epoch 599 | loss: 0.0311967 | val_loss: 0.0311906 | Time: 2044.87 ms
[2020-12-21 06:36:08 main:581] : INFO : Epoch 600 | loss: 0.0311954 | val_loss: 0.031196 | Time: 2052.4 ms
[2020-12-21 06:36:10 main:581] : INFO : Epoch 601 | loss: 0.031198 | val_loss: 0.0311929 | Time: 2039.87 ms
[2020-12-21 06:36:12 main:581] : INFO : Epoch 602 | loss: 0.0311958 | val_loss: 0.031192 | Time: 2043.87 ms
[2020-12-21 06:36:14 main:581] : INFO : Epoch 603 | loss: 0.0311928 | val_loss: 0.0311902 | Time: 2045.48 ms
[2020-12-21 06:36:17 main:581] : INFO : Epoch 604 | loss: 0.0311931 | val_loss: 0.0311913 | Time: 2057.37 ms
[2020-12-21 06:36:19 main:581] : INFO : Epoch 605 | loss: 0.0311929 | val_loss: 0.0311901 | Time: 2044.53 ms
[2020-12-21 06:36:21 main:581] : INFO : Epoch 606 | loss: 0.0311921 | val_loss: 0.0311896 | Time: 2024.32 ms
[2020-12-21 06:36:23 main:581] : INFO : Epoch 607 | loss: 0.0311953 | val_loss: 0.0311911 | Time: 2040.18 ms
[2020-12-21 06:36:25 main:581] : INFO : Epoch 608 | loss: 0.0311974 | val_loss: 0.0311928 | Time: 2040.33 ms
[2020-12-21 06:36:27 main:581] : INFO : Epoch 609 | loss: 0.0311946 | val_loss: 0.0311901 | Time: 2035.7 ms
[2020-12-21 06:36:29 main:581] : INFO : Epoch 610 | loss: 0.0311953 | val_loss: 0.0311895 | Time: 2034.36 ms
[2020-12-21 06:36:31 main:581] : INFO : Epoch 611 | loss: 0.0311932 | val_loss: 0.0311893 | Time: 2030.28 ms
[2020-12-21 06:36:33 main:581] : INFO : Epoch 612 | loss: 0.0311913 | val_loss: 0.0311895 | Time: 2045.19 ms
[2020-12-21 06:36:35 main:581] : INFO : Epoch 613 | loss: 0.0311917 | val_loss: 0.03119 | Time: 2050.06 ms
[2020-12-21 06:36:37 main:581] : INFO : Epoch 614 | loss: 0.0311925 | val_loss: 0.0311903 | Time: 2045.76 ms
[2020-12-21 06:36:39 main:581] : INFO : Epoch 615 | loss: 0.0311917 | val_loss: 0.031192 | Time: 2048.29 ms
[2020-12-21 06:36:41 main:581] : INFO : Epoch 616 | loss: 0.0311928 | val_loss: 0.0311899 | Time: 2037.32 ms
[2020-12-21 06:36:43 main:581] : INFO : Epoch 617 | loss: 0.0311934 | val_loss: 0.0311957 | Time: 2030.08 ms
[2020-12-21 06:36:45 main:581] : INFO : Epoch 618 | loss: 0.0311942 | val_loss: 0.031197 | Time: 2046.4 ms
[2020-12-21 06:36:47 main:581] : INFO : Epoch 619 | loss: 0.0311941 | val_loss: 0.031191 | Time: 2039.5 ms
[2020-12-21 06:36:49 main:581] : INFO : Epoch 620 | loss: 0.0311916 | val_loss: 0.0311908 | Time: 2056.91 ms
[2020-12-21 06:36:51 main:581] : INFO : Epoch 621 | loss: 0.0311921 | val_loss: 0.0311902 | Time: 2045.65 ms
[2020-12-21 06:36:53 main:581] : INFO : Epoch 622 | loss: 0.0311924 | val_loss: 0.0311906 | Time: 2045.17 ms
[2020-12-21 06:36:55 main:581] : INFO : Epoch 623 | loss: 0.0311907 | val_loss: 0.0311884 | Time: 2049.51 ms
[2020-12-21 06:36:57 main:581] : INFO : Epoch 624 | loss: 0.0311913 | val_loss: 0.0311894 | Time: 2054.3 ms
[2020-12-21 06:36:59 main:581] : INFO : Epoch 625 | loss: 0.0311902 | val_loss: 0.0311886 | Time: 2049.36 ms
[2020-12-21 06:37:01 main:581] : INFO : Epoch 626 | loss: 0.0311944 | val_loss: 0.0311967 | Time: 2040.74 ms
[2020-12-21 06:37:03 main:581] : INFO : Epoch 627 | loss: 0.0311949 | val_loss: 0.0311928 | Time: 2043.23 ms
[2020-12-21 06:37:06 main:581] : INFO : Epoch 628 | loss: 0.0311929 | val_loss: 0.0311927 | Time: 2046.1 ms
[2020-12-21 06:37:08 main:581] : INFO : Epoch 629 | loss: 0.0311932 | val_loss: 0.031192 | Time: 2045.85 ms
[2020-12-21 06:37:10 main:581] : INFO : Epoch 630 | loss: 0.0311948 | val_loss: 0.031192 | Time: 2048.5 ms
[2020-12-21 06:37:12 main:581] : INFO : Epoch 631 | loss: 0.0311935 | val_loss: 0.0311944 | Time: 2048.78 ms
[2020-12-21 06:37:14 main:581] : INFO : Epoch 632 | loss: 0.0311949 | val_loss: 0.0311926 | Time: 2049.2 ms
[2020-12-21 06:37:16 main:581] : INFO : Epoch 633 | loss: 0.0311925 | val_loss: 0.0311916 | Time: 2052.8 ms
[2020-12-21 06:37:18 main:581] : INFO : Epoch 634 | loss: 0.0311917 | val_loss: 0.0311929 | Time: 2050.06 ms
[2020-12-21 06:37:20 main:581] : INFO : Epoch 635 | loss: 0.0311922 | val_loss: 0.0311904 | Time: 2054.34 ms
[2020-12-21 06:37:22 main:581] : INFO : Epoch 636 | loss: 0.0311928 | val_loss: 0.0311918 | Time: 2053.05 ms
[2020-12-21 06:37:24 main:581] : INFO : Epoch 637 | loss: 0.031193 | val_loss: 0.0311925 | Time: 2049.55 ms
[2020-12-21 06:37:26 main:581] : INFO : Epoch 638 | loss: 0.0311914 | val_loss: 0.0311903 | Time: 2047.05 ms
[2020-12-21 06:37:28 main:581] : INFO : Epoch 639 | loss: 0.0311917 | val_loss: 0.0311908 | Time: 2038.38 ms
[2020-12-21 06:37:30 main:581] : INFO : Epoch 640 | loss: 0.0311914 | val_loss: 0.0311908 | Time: 2050.62 ms
[2020-12-21 06:37:32 main:581] : INFO : Epoch 641 | loss: 0.0311938 | val_loss: 0.0312026 | Time: 2049.18 ms
[2020-12-21 06:37:34 main:581] : INFO : Epoch 642 | loss: 0.0311974 | val_loss: 0.0311947 | Time: 2046.6 ms
[2020-12-21 06:37:36 main:581] : INFO : Epoch 643 | loss: 0.0311931 | val_loss: 0.0311939 | Time: 2053.34 ms
[2020-12-21 06:37:38 main:581] : INFO : Epoch 644 | loss: 0.0311938 | val_loss: 0.0311898 | Time: 2039.36 ms
[2020-12-21 06:37:40 main:581] : INFO : Epoch 645 | loss: 0.0311916 | val_loss: 0.0311898 | Time: 2049.45 ms
[2020-12-21 06:37:42 main:581] : INFO : Epoch 646 | loss: 0.0311909 | val_loss: 0.0311902 | Time: 2048.81 ms
[2020-12-21 06:37:44 main:581] : INFO : Epoch 647 | loss: 0.0311916 | val_loss: 0.0311893 | Time: 2050.94 ms
[2020-12-21 06:37:47 main:581] : INFO : Epoch 648 | loss: 0.0311913 | val_loss: 0.0311899 | Time: 2040.53 ms
[2020-12-21 06:37:49 main:581] : INFO : Epoch 649 | loss: 0.0311906 | val_loss: 0.0311895 | Time: 2048.24 ms
[2020-12-21 06:37:51 main:581] : INFO : Epoch 650 | loss: 0.0311913 | val_loss: 0.0311908 | Time: 2044.81 ms
[2020-12-21 06:37:53 main:581] : INFO : Epoch 651 | loss: 0.0311902 | val_loss: 0.0311902 | Time: 2039.91 ms
[2020-12-21 06:37:55 main:581] : INFO : Epoch 652 | loss: 0.0311904 | val_loss: 0.0311905 | Time: 2058.38 ms
[2020-12-21 06:37:57 main:581] : INFO : Epoch 653 | loss: 0.0311899 | val_loss: 0.0311889 | Time: 2052.06 ms
[2020-12-21 06:37:59 main:581] : INFO : Epoch 654 | loss: 0.031191 | val_loss: 0.0311899 | Time: 2050.24 ms
[2020-12-21 06:38:01 main:581] : INFO : Epoch 655 | loss: 0.0311915 | val_loss: 0.0311889 | Time: 2053.8 ms
[2020-12-21 06:38:03 main:581] : INFO : Epoch 656 | loss: 0.0311914 | val_loss: 0.0311902 | Time: 2051.62 ms
[2020-12-21 06:38:05 main:581] : INFO : Epoch 657 | loss: 0.0311904 | val_loss: 0.0311887 | Time: 2054.57 ms
[2020-12-21 06:38:07 main:581] : INFO : Epoch 658 | loss: 0.0311915 | val_loss: 0.0311892 | Time: 2055.54 ms
[2020-12-21 06:38:09 main:581] : INFO : Epoch 659 | loss: 0.0311945 | val_loss: 0.0311902 | Time: 2060.08 ms
[2020-12-21 06:38:11 main:581] : INFO : Epoch 660 | loss: 0.0311907 | val_loss: 0.0311892 | Time: 2053.89 ms
[2020-12-21 06:38:13 main:581] : INFO : Epoch 661 | loss: 0.0311913 | val_loss: 0.0311891 | Time: 2054.89 ms
[2020-12-21 06:38:15 main:581] : INFO : Epoch 662 | loss: 0.0311915 | val_loss: 0.0311898 | Time: 2043.29 ms
[2020-12-21 06:38:17 main:581] : INFO : Epoch 663 | loss: 0.0311922 | val_loss: 0.0311944 | Time: 2047.47 ms
[2020-12-21 06:38:19 main:581] : INFO : Epoch 664 | loss: 0.0311955 | val_loss: 0.0311948 | Time: 2050.03 ms
[2020-12-21 06:38:21 main:581] : INFO : Epoch 665 | loss: 0.0311924 | val_loss: 0.03119 | Time: 2053.6 ms
[2020-12-21 06:38:23 main:581] : INFO : Epoch 666 | loss: 0.0311932 | val_loss: 0.0311916 | Time: 2054.61 ms
[2020-12-21 06:38:26 main:581] : INFO : Epoch 667 | loss: 0.0311931 | val_loss: 0.0311929 | Time: 2057.97 ms
[2020-12-21 06:38:28 main:581] : INFO : Epoch 668 | loss: 0.0311919 | val_loss: 0.0311889 | Time: 2044.97 ms
[2020-12-21 06:38:30 main:581] : INFO : Epoch 669 | loss: 0.0311904 | val_loss: 0.0311889 | Time: 2053.66 ms
[2020-12-21 06:38:32 main:581] : INFO : Epoch 670 | loss: 0.03119 | val_loss: 0.0311891 | Time: 2041.72 ms
[2020-12-21 06:38:34 main:581] : INFO : Epoch 671 | loss: 0.0311905 | val_loss: 0.0311896 | Time: 2050.13 ms
[2020-12-21 06:38:36 main:581] : INFO : Epoch 672 | loss: 0.0311904 | val_loss: 0.0311889 | Time: 2054.81 ms
[2020-12-21 06:38:38 main:581] : INFO : Epoch 673 | loss: 0.0311901 | val_loss: 0.0311901 | Time: 2052.88 ms
[2020-12-21 06:38:40 main:581] : INFO : Epoch 674 | loss: 0.0311901 | val_loss: 0.0311896 | Time: 2050.87 ms
[2020-12-21 06:38:42 main:581] : INFO : Epoch 675 | loss: 0.0311902 | val_loss: 0.03119 | Time: 2047.87 ms
[2020-12-21 06:38:44 main:581] : INFO : Epoch 676 | loss: 0.0311908 | val_loss: 0.0311912 | Time: 2060.01 ms
[2020-12-21 06:38:46 main:581] : INFO : Epoch 677 | loss: 0.031195 | val_loss: 0.0311955 | Time: 2045.74 ms
[2020-12-21 06:38:48 main:581] : INFO : Epoch 678 | loss: 0.0311925 | val_loss: 0.0311909 | Time: 2052.61 ms
[2020-12-21 06:38:50 main:581] : INFO : Epoch 679 | loss: 0.0311906 | val_loss: 0.0311905 | Time: 2053.31 ms
[2020-12-21 06:38:52 main:581] : INFO : Epoch 680 | loss: 0.0311916 | val_loss: 0.0311904 | Time: 2053.29 ms
[2020-12-21 06:38:54 main:581] : INFO : Epoch 681 | loss: 0.0311898 | val_loss: 0.0311897 | Time: 2052.84 ms
[2020-12-21 06:38:56 main:581] : INFO : Epoch 682 | loss: 0.0311914 | val_loss: 0.0311958 | Time: 2052.61 ms
[2020-12-21 06:38:58 main:581] : INFO : Epoch 683 | loss: 0.0311929 | val_loss: 0.0311895 | Time: 2053.08 ms
[2020-12-21 06:39:00 main:581] : INFO : Epoch 684 | loss: 0.0311899 | val_loss: 0.0311898 | Time: 2051.74 ms
[2020-12-21 06:39:02 main:581] : INFO : Epoch 685 | loss: 0.0311894 | val_loss: 0.0311891 | Time: 2061.9 ms
[2020-12-21 06:39:04 main:581] : INFO : Epoch 686 | loss: 0.0311889 | val_loss: 0.0311894 | Time: 2053.96 ms
[2020-12-21 06:39:07 main:581] : INFO : Epoch 687 | loss: 0.0311901 | val_loss: 0.0311919 | Time: 2049.59 ms
[2020-12-21 06:39:09 main:581] : INFO : Epoch 688 | loss: 0.0311904 | val_loss: 0.0311888 | Time: 2048.09 ms
[2020-12-21 06:39:11 main:581] : INFO : Epoch 689 | loss: 0.0311894 | val_loss: 0.0311907 | Time: 2048.59 ms
[2020-12-21 06:39:13 main:581] : INFO : Epoch 690 | loss: 0.0311885 | val_loss: 0.0311885 | Time: 2053.29 ms
[2020-12-21 06:39:15 main:581] : INFO : Epoch 691 | loss: 0.0311886 | val_loss: 0.0311929 | Time: 2052.79 ms
[2020-12-21 06:39:17 main:581] : INFO : Epoch 692 | loss: 0.0311914 | val_loss: 0.0311918 | Time: 2051.75 ms
[2020-12-21 06:39:19 main:581] : INFO : Epoch 693 | loss: 0.0311903 | val_loss: 0.0311894 | Time: 2056.07 ms
[2020-12-21 06:39:21 main:581] : INFO : Epoch 694 | loss: 0.0311912 | val_loss: 0.0311893 | Time: 2053.44 ms
[2020-12-21 06:39:23 main:581] : INFO : Epoch 695 | loss: 0.0311917 | val_loss: 0.0311895 | Time: 2053.93 ms
[2020-12-21 06:39:25 main:581] : INFO : Epoch 696 | loss: 0.0311935 | val_loss: 0.0311936 | Time: 2049.63 ms
[2020-12-21 06:39:27 main:581] : INFO : Epoch 697 | loss: 0.0311912 | val_loss: 0.0311951 | Time: 2049.89 ms
[2020-12-21 06:39:29 main:581] : INFO : Epoch 698 | loss: 0.0311908 | val_loss: 0.031189 | Time: 2051.4 ms
[2020-12-21 06:39:31 main:581] : INFO : Epoch 699 | loss: 0.0311896 | val_loss: 0.0311895 | Time: 2049.16 ms
[2020-12-21 06:39:33 main:581] : INFO : Epoch 700 | loss: 0.0311902 | val_loss: 0.0311885 | Time: 2050.9 ms
[2020-12-21 06:39:35 main:581] : INFO : Epoch 701 | loss: 0.0311901 | val_loss: 0.031188 | Time: 2047.82 ms
[2020-12-21 06:39:37 main:581] : INFO : Epoch 702 | loss: 0.0311891 | val_loss: 0.031188 | Time: 2050.49 ms
[2020-12-21 06:39:39 main:581] : INFO : Epoch 703 | loss: 0.0311882 | val_loss: 0.0311879 | Time: 2048.79 ms
[2020-12-21 06:39:41 main:581] : INFO : Epoch 704 | loss: 0.0311885 | val_loss: 0.0311886 | Time: 2041.43 ms
[2020-12-21 06:39:43 main:581] : INFO : Epoch 705 | loss: 0.0311885 | val_loss: 0.0311913 | Time: 2047.37 ms
[2020-12-21 06:39:45 main:581] : INFO : Epoch 706 | loss: 0.0311914 | val_loss: 0.0311899 | Time: 2044.77 ms
[2020-12-21 06:39:48 main:581] : INFO : Epoch 707 | loss: 0.0311889 | val_loss: 0.0311935 | Time: 2050.6 ms
[2020-12-21 06:39:50 main:581] : INFO : Epoch 708 | loss: 0.0311908 | val_loss: 0.031188 | Time: 2048.8 ms
[2020-12-21 06:39:52 main:581] : INFO : Epoch 709 | loss: 0.0311941 | val_loss: 0.0312028 | Time: 2055.48 ms
[2020-12-21 06:39:54 main:581] : INFO : Epoch 710 | loss: 0.0311975 | val_loss: 0.0311918 | Time: 2050.35 ms
[2020-12-21 06:39:56 main:581] : INFO : Epoch 711 | loss: 0.0311939 | val_loss: 0.0311938 | Time: 2058.64 ms
[2020-12-21 06:39:58 main:581] : INFO : Epoch 712 | loss: 0.0311943 | val_loss: 0.0311917 | Time: 2073.97 ms
[2020-12-21 06:40:00 main:581] : INFO : Epoch 713 | loss: 0.0311919 | val_loss: 0.031192 | Time: 2051.03 ms
[2020-12-21 06:40:02 main:581] : INFO : Epoch 714 | loss: 0.0311912 | val_loss: 0.0311924 | Time: 2050.56 ms
[2020-12-21 06:40:04 main:581] : INFO : Epoch 715 | loss: 0.0311916 | val_loss: 0.0311907 | Time: 2051.13 ms
[2020-12-21 06:40:06 main:581] : INFO : Epoch 716 | loss: 0.0311919 | val_loss: 0.0311924 | Time: 2054.27 ms
[2020-12-21 06:40:08 main:581] : INFO : Epoch 717 | loss: 0.0311953 | val_loss: 0.0311906 | Time: 2055.69 ms
[2020-12-21 06:40:10 main:581] : INFO : Epoch 718 | loss: 0.031191 | val_loss: 0.0311919 | Time: 2056.23 ms
[2020-12-21 06:40:12 main:581] : INFO : Epoch 719 | loss: 0.0311908 | val_loss: 0.031196 | Time: 2053.86 ms
[2020-12-21 06:40:14 main:581] : INFO : Epoch 720 | loss: 0.0311902 | val_loss: 0.031191 | Time: 2044.79 ms
[2020-12-21 06:40:16 main:581] : INFO : Epoch 721 | loss: 0.0311898 | val_loss: 0.0311903 | Time: 2039.96 ms
[2020-12-21 06:40:18 main:581] : INFO : Epoch 722 | loss: 0.0311899 | val_loss: 0.0311936 | Time: 2052.93 ms
[2020-12-21 06:40:20 main:581] : INFO : Epoch 723 | loss: 0.0311903 | val_loss: 0.0311906 | Time: 2033.78 ms
[2020-12-21 06:40:22 main:581] : INFO : Epoch 724 | loss: 0.0311892 | val_loss: 0.03119 | Time: 2053.29 ms
[2020-12-21 06:40:24 main:581] : INFO : Epoch 725 | loss: 0.0311908 | val_loss: 0.0311951 | Time: 2051.68 ms
[2020-12-21 06:40:27 main:581] : INFO : Epoch 726 | loss: 0.0311908 | val_loss: 0.031191 | Time: 2064.63 ms
[2020-12-21 06:40:29 main:581] : INFO : Epoch 727 | loss: 0.0311912 | val_loss: 0.0311931 | Time: 2040.38 ms
[2020-12-21 06:40:31 main:581] : INFO : Epoch 728 | loss: 0.0311902 | val_loss: 0.03119 | Time: 2053.11 ms
[2020-12-21 06:40:33 main:581] : INFO : Epoch 729 | loss: 0.0311904 | val_loss: 0.0311898 | Time: 2049.86 ms
[2020-12-21 06:40:35 main:581] : INFO : Epoch 730 | loss: 0.0311895 | val_loss: 0.0311905 | Time: 2050.27 ms
[2020-12-21 06:40:37 main:581] : INFO : Epoch 731 | loss: 0.0311919 | val_loss: 0.0311937 | Time: 2042.03 ms
[2020-12-21 06:40:39 main:581] : INFO : Epoch 732 | loss: 0.0311921 | val_loss: 0.0311934 | Time: 2038.86 ms
[2020-12-21 06:40:41 main:581] : INFO : Epoch 733 | loss: 0.031192 | val_loss: 0.0311936 | Time: 2055.36 ms
[2020-12-21 06:40:43 main:581] : INFO : Epoch 734 | loss: 0.0311926 | val_loss: 0.0311952 | Time: 2057.04 ms
[2020-12-21 06:40:45 main:581] : INFO : Epoch 735 | loss: 0.0311935 | val_loss: 0.0311915 | Time: 2053.83 ms
[2020-12-21 06:40:47 main:581] : INFO : Epoch 736 | loss: 0.031193 | val_loss: 0.0311931 | Time: 2048.04 ms
[2020-12-21 06:40:49 main:581] : INFO : Epoch 737 | loss: 0.0311941 | val_loss: 0.0311925 | Time: 2052.29 ms
[2020-12-21 06:40:51 main:581] : INFO : Epoch 738 | loss: 0.0311919 | val_loss: 0.0311913 | Time: 2049.71 ms
[2020-12-21 06:40:53 main:581] : INFO : Epoch 739 | loss: 0.0311918 | val_loss: 0.03119 | Time: 2057.33 ms
[2020-12-21 06:40:55 main:581] : INFO : Epoch 740 | loss: 0.0311908 | val_loss: 0.0311899 | Time: 2050.01 ms
[2020-12-21 06:40:57 main:581] : INFO : Epoch 741 | loss: 0.0311909 | val_loss: 0.0311902 | Time: 2027.62 ms
[2020-12-21 06:40:59 main:581] : INFO : Epoch 742 | loss: 0.0311905 | val_loss: 0.0311909 | Time: 2039.01 ms
[2020-12-21 06:41:01 main:581] : INFO : Epoch 743 | loss: 0.0311919 | val_loss: 0.0311933 | Time: 2031.83 ms
[2020-12-21 06:41:03 main:581] : INFO : Epoch 744 | loss: 0.0311942 | val_loss: 0.0311924 | Time: 2039.85 ms
[2020-12-21 06:41:05 main:581] : INFO : Epoch 745 | loss: 0.0311916 | val_loss: 0.0311913 | Time: 2033.17 ms
[2020-12-21 06:41:07 main:581] : INFO : Epoch 746 | loss: 0.0311924 | val_loss: 0.0311938 | Time: 2033.16 ms
[2020-12-21 06:41:10 main:581] : INFO : Epoch 747 | loss: 0.0311916 | val_loss: 0.0311907 | Time: 2042 ms
[2020-12-21 06:41:12 main:581] : INFO : Epoch 748 | loss: 0.0311908 | val_loss: 0.0311916 | Time: 2041.27 ms
[2020-12-21 06:41:14 main:581] : INFO : Epoch 749 | loss: 0.0311905 | val_loss: 0.0311907 | Time: 2042.74 ms
[2020-12-21 06:41:16 main:581] : INFO : Epoch 750 | loss: 0.0311912 | val_loss: 0.03119 | Time: 2040.62 ms
[2020-12-21 06:41:18 main:581] : INFO : Epoch 751 | loss: 0.0311905 | val_loss: 0.0311913 | Time: 2032.49 ms
[2020-12-21 06:41:20 main:581] : INFO : Epoch 752 | loss: 0.0311911 | val_loss: 0.0311925 | Time: 2038.88 ms
[2020-12-21 06:41:22 main:581] : INFO : Epoch 753 | loss: 0.0311924 | val_loss: 0.0311925 | Time: 2033.2 ms
[2020-12-21 06:41:24 main:581] : INFO : Epoch 754 | loss: 0.0311899 | val_loss: 0.03119 | Time: 2038.79 ms
[2020-12-21 06:41:26 main:581] : INFO : Epoch 755 | loss: 0.0311892 | val_loss: 0.0311905 | Time: 2038.14 ms
[2020-12-21 06:41:28 main:581] : INFO : Epoch 756 | loss: 0.0311906 | val_loss: 0.0311964 | Time: 2038.93 ms
[2020-12-21 06:41:30 main:581] : INFO : Epoch 757 | loss: 0.0311956 | val_loss: 0.0311934 | Time: 2037.66 ms
[2020-12-21 06:41:32 main:581] : INFO : Epoch 758 | loss: 0.0311929 | val_loss: 0.0311944 | Time: 2031.46 ms
[2020-12-21 06:41:34 main:581] : INFO : Epoch 759 | loss: 0.0311922 | val_loss: 0.0311956 | Time: 2038.73 ms
[2020-12-21 06:41:36 main:581] : INFO : Epoch 760 | loss: 0.0311933 | val_loss: 0.0311929 | Time: 2041.37 ms
[2020-12-21 06:41:38 main:581] : INFO : Epoch 761 | loss: 0.0311939 | val_loss: 0.0311923 | Time: 2032.21 ms
[2020-12-21 06:41:40 main:581] : INFO : Epoch 762 | loss: 0.031194 | val_loss: 0.0311927 | Time: 2045.09 ms
[2020-12-21 06:41:42 main:581] : INFO : Epoch 763 | loss: 0.0311918 | val_loss: 0.0311913 | Time: 2051.66 ms
[2020-12-21 06:41:44 main:581] : INFO : Epoch 764 | loss: 0.0311915 | val_loss: 0.0311953 | Time: 2040.04 ms
[2020-12-21 06:41:46 main:581] : INFO : Epoch 765 | loss: 0.0311922 | val_loss: 0.0311905 | Time: 2049.21 ms
[2020-12-21 06:41:48 main:581] : INFO : Epoch 766 | loss: 0.0311913 | val_loss: 0.0311907 | Time: 2039.98 ms
[2020-12-21 06:41:50 main:581] : INFO : Epoch 767 | loss: 0.0311913 | val_loss: 0.031195 | Time: 2049.93 ms
[2020-12-21 06:41:52 main:581] : INFO : Epoch 768 | loss: 0.0311909 | val_loss: 0.0311919 | Time: 2044.24 ms
[2020-12-21 06:41:54 main:581] : INFO : Epoch 769 | loss: 0.0311899 | val_loss: 0.0311906 | Time: 2039.83 ms
[2020-12-21 06:41:56 main:581] : INFO : Epoch 770 | loss: 0.03119 | val_loss: 0.0311907 | Time: 2047.5 ms
[2020-12-21 06:41:58 main:581] : INFO : Epoch 771 | loss: 0.0311922 | val_loss: 0.0311928 | Time: 2051.38 ms
[2020-12-21 06:42:01 main:581] : INFO : Epoch 772 | loss: 0.0311915 | val_loss: 0.0311933 | Time: 2039.32 ms
[2020-12-21 06:42:03 main:581] : INFO : Epoch 773 | loss: 0.0311936 | val_loss: 0.0311929 | Time: 2045.05 ms
[2020-12-21 06:42:05 main:581] : INFO : Epoch 774 | loss: 0.0311932 | val_loss: 0.0311956 | Time: 2044.97 ms
[2020-12-21 06:42:07 main:581] : INFO : Epoch 775 | loss: 0.0311923 | val_loss: 0.0311936 | Time: 2042.58 ms
[2020-12-21 06:42:09 main:581] : INFO : Epoch 776 | loss: 0.0311908 | val_loss: 0.0311919 | Time: 2042.86 ms
[2020-12-21 06:42:11 main:581] : INFO : Epoch 777 | loss: 0.0311906 | val_loss: 0.0311914 | Time: 2043.57 ms
[2020-12-21 06:42:13 main:581] : INFO : Epoch 778 | loss: 0.0311902 | val_loss: 0.0311923 | Time: 2041.74 ms
[2020-12-21 06:42:15 main:581] : INFO : Epoch 779 | loss: 0.0311914 | val_loss: 0.0311921 | Time: 2031.66 ms
[2020-12-21 06:42:17 main:581] : INFO : Epoch 780 | loss: 0.0311913 | val_loss: 0.0311907 | Time: 2032.47 ms
[2020-12-21 06:42:19 main:581] : INFO : Epoch 781 | loss: 0.0311911 | val_loss: 0.0311915 | Time: 2038.33 ms
[2020-12-21 06:42:21 main:581] : INFO : Epoch 782 | loss: 0.031191 | val_loss: 0.0311983 | Time: 2043.99 ms
[2020-12-21 06:42:23 main:581] : INFO : Epoch 783 | loss: 0.031192 | val_loss: 0.0311916 | Time: 2036.68 ms
[2020-12-21 06:42:25 main:581] : INFO : Epoch 784 | loss: 0.0311914 | val_loss: 0.0311961 | Time: 2033.62 ms
[2020-12-21 06:42:27 main:581] : INFO : Epoch 785 | loss: 0.0311921 | val_loss: 0.031191 | Time: 2039.41 ms
[2020-12-21 06:42:29 main:581] : INFO : Epoch 786 | loss: 0.031191 | val_loss: 0.0311909 | Time: 2038.29 ms
[2020-12-21 06:42:31 main:581] : INFO : Epoch 787 | loss: 0.0311919 | val_loss: 0.0311911 | Time: 2040.37 ms
[2020-12-21 06:42:33 main:581] : INFO : Epoch 788 | loss: 0.0311928 | val_loss: 0.0311933 | Time: 2041.42 ms
[2020-12-21 06:42:35 main:581] : INFO : Epoch 789 | loss: 0.0311926 | val_loss: 0.0311921 | Time: 2040.59 ms
[2020-12-21 06:42:37 main:581] : INFO : Epoch 790 | loss: 0.0311928 | val_loss: 0.0311923 | Time: 2039.74 ms
[2020-12-21 06:42:39 main:581] : INFO : Epoch 791 | loss: 0.0311922 | val_loss: 0.0311912 | Time: 2041 ms
[2020-12-21 06:42:41 main:581] : INFO : Epoch 792 | loss: 0.0311936 | val_loss: 0.0311927 | Time: 2034.77 ms
[2020-12-21 06:42:43 main:581] : INFO : Epoch 793 | loss: 0.0311927 | val_loss: 0.0311911 | Time: 2041.08 ms
[2020-12-21 06:42:45 main:581] : INFO : Epoch 794 | loss: 0.0311927 | val_loss: 0.0311969 | Time: 2034.65 ms
[2020-12-21 06:42:47 main:581] : INFO : Epoch 795 | loss: 0.0311921 | val_loss: 0.0311937 | Time: 2040.89 ms
[2020-12-21 06:42:49 main:581] : INFO : Epoch 796 | loss: 0.0311919 | val_loss: 0.0311922 | Time: 2034.57 ms
[2020-12-21 06:42:52 main:581] : INFO : Epoch 797 | loss: 0.0311924 | val_loss: 0.0311924 | Time: 2044.25 ms
[2020-12-21 06:42:54 main:581] : INFO : Epoch 798 | loss: 0.0311927 | val_loss: 0.0311922 | Time: 2033.22 ms
[2020-12-21 06:42:56 main:581] : INFO : Epoch 799 | loss: 0.0311922 | val_loss: 0.0311923 | Time: 2034.63 ms
[2020-12-21 06:42:58 main:581] : INFO : Epoch 800 | loss: 0.0311915 | val_loss: 0.0311916 | Time: 2041.69 ms
[2020-12-21 06:43:00 main:581] : INFO : Epoch 801 | loss: 0.0311914 | val_loss: 0.0311917 | Time: 2035.49 ms
[2020-12-21 06:43:02 main:581] : INFO : Epoch 802 | loss: 0.0311921 | val_loss: 0.0311939 | Time: 2051.24 ms
[2020-12-21 06:43:04 main:581] : INFO : Epoch 803 | loss: 0.0311924 | val_loss: 0.0311911 | Time: 2032.64 ms
[2020-12-21 06:43:06 main:581] : INFO : Epoch 804 | loss: 0.0311924 | val_loss: 0.0311932 | Time: 2035.06 ms
[2020-12-21 06:43:08 main:581] : INFO : Epoch 805 | loss: 0.0311922 | val_loss: 0.0311912 | Time: 2042.71 ms
[2020-12-21 06:43:10 main:581] : INFO : Epoch 806 | loss: 0.0311909 | val_loss: 0.0311913 | Time: 2040.5 ms
[2020-12-21 06:43:12 main:581] : INFO : Epoch 807 | loss: 0.0311909 | val_loss: 0.0311912 | Time: 2033.94 ms
[2020-12-21 06:43:14 main:581] : INFO : Epoch 808 | loss: 0.0311912 | val_loss: 0.0311907 | Time: 2028.6 ms
[2020-12-21 06:43:16 main:581] : INFO : Epoch 809 | loss: 0.0311907 | val_loss: 0.0311912 | Time: 2035.3 ms
[2020-12-21 06:43:18 main:581] : INFO : Epoch 810 | loss: 0.0311917 | val_loss: 0.0311909 | Time: 2033.85 ms
[2020-12-21 06:43:20 main:581] : INFO : Epoch 811 | loss: 0.0311911 | val_loss: 0.0311917 | Time: 2026.42 ms
[2020-12-21 06:43:22 main:581] : INFO : Epoch 812 | loss: 0.0311914 | val_loss: 0.0311921 | Time: 2037.62 ms
[2020-12-21 06:43:24 main:581] : INFO : Epoch 813 | loss: 0.0311913 | val_loss: 0.0311912 | Time: 2040.01 ms
[2020-12-21 06:43:26 main:581] : INFO : Epoch 814 | loss: 0.0311916 | val_loss: 0.0311919 | Time: 2039.23 ms
[2020-12-21 06:43:28 main:581] : INFO : Epoch 815 | loss: 0.0311907 | val_loss: 0.0311925 | Time: 2042.4 ms
[2020-12-21 06:43:30 main:581] : INFO : Epoch 816 | loss: 0.0311927 | val_loss: 0.0311917 | Time: 2038.28 ms
[2020-12-21 06:43:32 main:581] : INFO : Epoch 817 | loss: 0.0311967 | val_loss: 0.031201 | Time: 2034.81 ms
[2020-12-21 06:43:34 main:581] : INFO : Epoch 818 | loss: 0.0311977 | val_loss: 0.0312037 | Time: 2029.95 ms
[2020-12-21 06:43:36 main:581] : INFO : Epoch 819 | loss: 0.0311963 | val_loss: 0.0311955 | Time: 2038.64 ms
[2020-12-21 06:43:38 main:581] : INFO : Epoch 820 | loss: 0.0311925 | val_loss: 0.0311917 | Time: 2030.27 ms
[2020-12-21 06:43:40 main:581] : INFO : Epoch 821 | loss: 0.0311899 | val_loss: 0.0311914 | Time: 2037.03 ms
[2020-12-21 06:43:42 main:581] : INFO : Epoch 822 | loss: 0.0311904 | val_loss: 0.0311898 | Time: 2029.34 ms
[2020-12-21 06:43:44 main:581] : INFO : Epoch 823 | loss: 0.0311892 | val_loss: 0.0311923 | Time: 2033.05 ms
[2020-12-21 06:43:47 main:581] : INFO : Epoch 824 | loss: 0.0311911 | val_loss: 0.0311932 | Time: 2041.96 ms
[2020-12-21 06:43:49 main:581] : INFO : Epoch 825 | loss: 0.0311907 | val_loss: 0.0311948 | Time: 2039.4 ms
[2020-12-21 06:43:51 main:581] : INFO : Epoch 826 | loss: 0.03119 | val_loss: 0.0311901 | Time: 2032.22 ms
[2020-12-21 06:43:53 main:581] : INFO : Epoch 827 | loss: 0.03119 | val_loss: 0.0311945 | Time: 2047.46 ms
[2020-12-21 06:43:55 main:581] : INFO : Epoch 828 | loss: 0.0311908 | val_loss: 0.0311913 | Time: 2037.79 ms
[2020-12-21 06:43:57 main:581] : INFO : Epoch 829 | loss: 0.0311889 | val_loss: 0.0311897 | Time: 2036.46 ms
[2020-12-21 06:43:59 main:581] : INFO : Epoch 830 | loss: 0.0311884 | val_loss: 0.0311892 | Time: 2038.37 ms
[2020-12-21 06:44:01 main:581] : INFO : Epoch 831 | loss: 0.031188 | val_loss: 0.0311897 | Time: 2045.66 ms
[2020-12-21 06:44:03 main:581] : INFO : Epoch 832 | loss: 0.0311898 | val_loss: 0.0311927 | Time: 2036.81 ms
[2020-12-21 06:44:05 main:581] : INFO : Epoch 833 | loss: 0.0311893 | val_loss: 0.031191 | Time: 2032.01 ms
[2020-12-21 06:44:07 main:581] : INFO : Epoch 834 | loss: 0.0311898 | val_loss: 0.0311921 | Time: 2035.11 ms
[2020-12-21 06:44:09 main:581] : INFO : Epoch 835 | loss: 0.0311911 | val_loss: 0.0312003 | Time: 2048.03 ms
[2020-12-21 06:44:11 main:581] : INFO : Epoch 836 | loss: 0.0311921 | val_loss: 0.0311946 | Time: 2037.97 ms
[2020-12-21 06:44:13 main:581] : INFO : Epoch 837 | loss: 0.0311891 | val_loss: 0.0311892 | Time: 2037.47 ms
[2020-12-21 06:44:15 main:581] : INFO : Epoch 838 | loss: 0.0311882 | val_loss: 0.0311899 | Time: 2045.57 ms
[2020-12-21 06:44:17 main:581] : INFO : Epoch 839 | loss: 0.0311889 | val_loss: 0.0311914 | Time: 2038.72 ms
[2020-12-21 06:44:19 main:581] : INFO : Epoch 840 | loss: 0.0311877 | val_loss: 0.0311892 | Time: 2031.68 ms
[2020-12-21 06:44:21 main:581] : INFO : Epoch 841 | loss: 0.0311883 | val_loss: 0.0311895 | Time: 2039.63 ms
[2020-12-21 06:44:23 main:581] : INFO : Epoch 842 | loss: 0.031188 | val_loss: 0.0311889 | Time: 2037.93 ms
[2020-12-21 06:44:25 main:581] : INFO : Epoch 843 | loss: 0.0311884 | val_loss: 0.031189 | Time: 2035.99 ms
[2020-12-21 06:44:27 main:581] : INFO : Epoch 844 | loss: 0.0311879 | val_loss: 0.0311885 | Time: 2037.46 ms
[2020-12-21 06:44:29 main:581] : INFO : Epoch 845 | loss: 0.0311882 | val_loss: 0.0311884 | Time: 2035.62 ms
[2020-12-21 06:44:31 main:581] : INFO : Epoch 846 | loss: 0.0311879 | val_loss: 0.0311892 | Time: 2031.7 ms
[2020-12-21 06:44:33 main:581] : INFO : Epoch 847 | loss: 0.0311873 | val_loss: 0.0311906 | Time: 2048.67 ms
[2020-12-21 06:44:35 main:581] : INFO : Epoch 848 | loss: 0.0311878 | val_loss: 0.0311883 | Time: 2044.58 ms
[2020-12-21 06:44:37 main:581] : INFO : Epoch 849 | loss: 0.0311877 | val_loss: 0.0311882 | Time: 2044.55 ms
[2020-12-21 06:44:40 main:581] : INFO : Epoch 850 | loss: 0.0311873 | val_loss: 0.0311892 | Time: 2043.32 ms
[2020-12-21 06:44:42 main:581] : INFO : Epoch 851 | loss: 0.0311884 | val_loss: 0.0311901 | Time: 2044.64 ms
[2020-12-21 06:44:44 main:581] : INFO : Epoch 852 | loss: 0.0311898 | val_loss: 0.0311887 | Time: 2034.81 ms
[2020-12-21 06:44:46 main:581] : INFO : Epoch 853 | loss: 0.0311888 | val_loss: 0.0311896 | Time: 2036.8 ms
[2020-12-21 06:44:48 main:581] : INFO : Epoch 854 | loss: 0.0311881 | val_loss: 0.0311898 | Time: 2039.09 ms
[2020-12-21 06:44:50 main:581] : INFO : Epoch 855 | loss: 0.0311881 | val_loss: 0.0311917 | Time: 2039.45 ms
[2020-12-21 06:44:52 main:581] : INFO : Epoch 856 | loss: 0.031189 | val_loss: 0.0311885 | Time: 2043.72 ms
[2020-12-21 06:44:54 main:581] : INFO : Epoch 857 | loss: 0.0311892 | val_loss: 0.0311884 | Time: 2036.65 ms
[2020-12-21 06:44:56 main:581] : INFO : Epoch 858 | loss: 0.0311922 | val_loss: 0.0311874 | Time: 2046.86 ms
[2020-12-21 06:44:58 main:581] : INFO : Epoch 859 | loss: 0.0311886 | val_loss: 0.0311875 | Time: 2039.23 ms
[2020-12-21 06:45:00 main:581] : INFO : Epoch 860 | loss: 0.0311883 | val_loss: 0.0311875 | Time: 2028.23 ms
[2020-12-21 06:45:02 main:581] : INFO : Epoch 861 | loss: 0.0311883 | val_loss: 0.0311905 | Time: 2049.4 ms
[2020-12-21 06:45:04 main:581] : INFO : Epoch 862 | loss: 0.0312001 | val_loss: 0.0312038 | Time: 2032.69 ms
[2020-12-21 06:45:06 main:581] : INFO : Epoch 863 | loss: 0.0312094 | val_loss: 0.0311984 | Time: 2043.49 ms
[2020-12-21 06:45:08 main:581] : INFO : Epoch 864 | loss: 0.0311997 | val_loss: 0.0311931 | Time: 2046.01 ms
[2020-12-21 06:45:10 main:581] : INFO : Epoch 865 | loss: 0.0311971 | val_loss: 0.0311942 | Time: 2044.1 ms
[2020-12-21 06:45:12 main:581] : INFO : Epoch 866 | loss: 0.0311975 | val_loss: 0.0311947 | Time: 2032.28 ms
[2020-12-21 06:45:14 main:581] : INFO : Epoch 867 | loss: 0.0311956 | val_loss: 0.0311952 | Time: 2042.42 ms
[2020-12-21 06:45:16 main:581] : INFO : Epoch 868 | loss: 0.0311958 | val_loss: 0.0311939 | Time: 2043.77 ms
[2020-12-21 06:45:18 main:581] : INFO : Epoch 869 | loss: 0.0311939 | val_loss: 0.0311946 | Time: 2050.36 ms
[2020-12-21 06:45:20 main:581] : INFO : Epoch 870 | loss: 0.0311953 | val_loss: 0.0311925 | Time: 2042.78 ms
[2020-12-21 06:45:22 main:581] : INFO : Epoch 871 | loss: 0.031194 | val_loss: 0.0311903 | Time: 2033.44 ms
[2020-12-21 06:45:24 main:581] : INFO : Epoch 872 | loss: 0.0311939 | val_loss: 0.031191 | Time: 2042.45 ms
[2020-12-21 06:45:26 main:581] : INFO : Epoch 873 | loss: 0.031195 | val_loss: 0.0311897 | Time: 2043.19 ms
[2020-12-21 06:45:29 main:581] : INFO : Epoch 874 | loss: 0.0311937 | val_loss: 0.0311934 | Time: 2030.47 ms
[2020-12-21 06:45:31 main:581] : INFO : Epoch 875 | loss: 0.0311922 | val_loss: 0.0311907 | Time: 2034.39 ms
[2020-12-21 06:45:33 main:581] : INFO : Epoch 876 | loss: 0.0311918 | val_loss: 0.0311897 | Time: 2037.21 ms
[2020-12-21 06:45:35 main:581] : INFO : Epoch 877 | loss: 0.0311909 | val_loss: 0.0311898 | Time: 2038.4 ms
[2020-12-21 06:45:37 main:581] : INFO : Epoch 878 | loss: 0.0311914 | val_loss: 0.031191 | Time: 2032.52 ms
[2020-12-21 06:45:39 main:581] : INFO : Epoch 879 | loss: 0.0311912 | val_loss: 0.0311904 | Time: 2035.4 ms
[2020-12-21 06:45:41 main:581] : INFO : Epoch 880 | loss: 0.0311947 | val_loss: 0.0312 | Time: 2034.66 ms
[2020-12-21 06:45:43 main:581] : INFO : Epoch 881 | loss: 0.0311926 | val_loss: 0.0311909 | Time: 2034.19 ms
[2020-12-21 06:45:45 main:581] : INFO : Epoch 882 | loss: 0.0311912 | val_loss: 0.0311895 | Time: 2035.65 ms
[2020-12-21 06:45:47 main:581] : INFO : Epoch 883 | loss: 0.0311907 | val_loss: 0.0311891 | Time: 2026.04 ms
[2020-12-21 06:45:49 main:581] : INFO : Epoch 884 | loss: 0.0311903 | val_loss: 0.0311892 | Time: 2037.3 ms
[2020-12-21 06:45:51 main:581] : INFO : Epoch 885 | loss: 0.0311904 | val_loss: 0.0311894 | Time: 2027.71 ms
[2020-12-21 06:45:53 main:581] : INFO : Epoch 886 | loss: 0.031191 | val_loss: 0.0311889 | Time: 2044.74 ms
[2020-12-21 06:45:55 main:581] : INFO : Epoch 887 | loss: 0.0311904 | val_loss: 0.0311887 | Time: 2042.78 ms
[2020-12-21 06:45:57 main:581] : INFO : Epoch 888 | loss: 0.0311906 | val_loss: 0.0311947 | Time: 2037.96 ms
[2020-12-21 06:45:59 main:581] : INFO : Epoch 889 | loss: 0.0311924 | val_loss: 0.0311919 | Time: 2030.85 ms
[2020-12-21 06:46:01 main:581] : INFO : Epoch 890 | loss: 0.0311925 | val_loss: 0.0311902 | Time: 2037.5 ms
[2020-12-21 06:46:03 main:581] : INFO : Epoch 891 | loss: 0.0311907 | val_loss: 0.0311936 | Time: 2037.75 ms
[2020-12-21 06:46:05 main:581] : INFO : Epoch 892 | loss: 0.0311911 | val_loss: 0.0311895 | Time: 2036.94 ms
[2020-12-21 06:46:07 main:581] : INFO : Epoch 893 | loss: 0.031191 | val_loss: 0.0311924 | Time: 2032.78 ms
[2020-12-21 06:46:09 main:581] : INFO : Epoch 894 | loss: 0.0311899 | val_loss: 0.0311888 | Time: 2040.81 ms
[2020-12-21 06:46:11 main:581] : INFO : Epoch 895 | loss: 0.0311909 | val_loss: 0.0311923 | Time: 2036.43 ms
[2020-12-21 06:46:13 main:581] : INFO : Epoch 896 | loss: 0.031191 | val_loss: 0.0311939 | Time: 2038.34 ms
[2020-12-21 06:46:15 main:581] : INFO : Epoch 897 | loss: 0.0311937 | val_loss: 0.0311942 | Time: 2034.06 ms
[2020-12-21 06:46:17 main:581] : INFO : Epoch 898 | loss: 0.0312024 | val_loss: 0.0311958 | Time: 2037.43 ms
[2020-12-21 06:46:19 main:581] : INFO : Epoch 899 | loss: 0.0311994 | val_loss: 0.0311916 | Time: 2026.9 ms
[2020-12-21 06:46:21 main:581] : INFO : Epoch 900 | loss: 0.0311919 | val_loss: 0.0311888 | Time: 2035.52 ms
[2020-12-21 06:46:23 main:581] : INFO : Epoch 901 | loss: 0.0311913 | val_loss: 0.0311901 | Time: 2037.66 ms
[2020-12-21 06:46:26 main:581] : INFO : Epoch 902 | loss: 0.0311902 | val_loss: 0.0311886 | Time: 2033.16 ms
[2020-12-21 06:46:28 main:581] : INFO : Epoch 903 | loss: 0.0311906 | val_loss: 0.0311946 | Time: 2039.05 ms
[2020-12-21 06:46:30 main:581] : INFO : Epoch 904 | loss: 0.0311904 | val_loss: 0.0311912 | Time: 2036.79 ms
[2020-12-21 06:46:32 main:581] : INFO : Epoch 905 | loss: 0.0311889 | val_loss: 0.0311887 | Time: 2036.87 ms
[2020-12-21 06:46:34 main:581] : INFO : Epoch 906 | loss: 0.0311878 | val_loss: 0.0311871 | Time: 2029.56 ms
[2020-12-21 06:46:36 main:581] : INFO : Epoch 907 | loss: 0.0311883 | val_loss: 0.031194 | Time: 2040.83 ms
[2020-12-21 06:46:38 main:581] : INFO : Epoch 908 | loss: 0.0311917 | val_loss: 0.0311913 | Time: 2042.72 ms
[2020-12-21 06:46:40 main:581] : INFO : Epoch 909 | loss: 0.0311917 | val_loss: 0.0311881 | Time: 2030.58 ms
[2020-12-21 06:46:42 main:581] : INFO : Epoch 910 | loss: 0.0311911 | val_loss: 0.0311879 | Time: 2043.52 ms
[2020-12-21 06:46:44 main:581] : INFO : Epoch 911 | loss: 0.03119 | val_loss: 0.0311875 | Time: 2031.51 ms
[2020-12-21 06:46:46 main:581] : INFO : Epoch 912 | loss: 0.03119 | val_loss: 0.0311877 | Time: 2041.47 ms
[2020-12-21 06:46:48 main:581] : INFO : Epoch 913 | loss: 0.0311888 | val_loss: 0.0311932 | Time: 2039.05 ms
[2020-12-21 06:46:50 main:581] : INFO : Epoch 914 | loss: 0.031191 | val_loss: 0.0311907 | Time: 2038.66 ms
[2020-12-21 06:46:52 main:581] : INFO : Epoch 915 | loss: 0.0311886 | val_loss: 0.0311886 | Time: 2042.67 ms
[2020-12-21 06:46:54 main:581] : INFO : Epoch 916 | loss: 0.0311879 | val_loss: 0.0311885 | Time: 2032.24 ms
[2020-12-21 06:46:56 main:581] : INFO : Epoch 917 | loss: 0.0311893 | val_loss: 0.0311889 | Time: 2039.24 ms
[2020-12-21 06:46:58 main:581] : INFO : Epoch 918 | loss: 0.0311877 | val_loss: 0.0311879 | Time: 2039.4 ms
[2020-12-21 06:47:00 main:581] : INFO : Epoch 919 | loss: 0.0311875 | val_loss: 0.0311867 | Time: 2040.89 ms
[2020-12-21 06:47:02 main:581] : INFO : Epoch 920 | loss: 0.0311868 | val_loss: 0.0311882 | Time: 2037.25 ms
[2020-12-21 06:47:04 main:581] : INFO : Epoch 921 | loss: 0.0311872 | val_loss: 0.0311915 | Time: 2038.5 ms
[2020-12-21 06:47:06 main:581] : INFO : Epoch 922 | loss: 0.0311882 | val_loss: 0.0311894 | Time: 2039.34 ms
[2020-12-21 06:47:08 main:581] : INFO : Epoch 923 | loss: 0.0311936 | val_loss: 0.0311931 | Time: 2037.25 ms
[2020-12-21 06:47:10 main:581] : INFO : Epoch 924 | loss: 0.0311919 | val_loss: 0.0311899 | Time: 2034 ms
[2020-12-21 06:47:12 main:581] : INFO : Epoch 925 | loss: 0.0311916 | val_loss: 0.0311912 | Time: 2033.23 ms
[2020-12-21 06:47:14 main:581] : INFO : Epoch 926 | loss: 0.0311904 | val_loss: 0.0311909 | Time: 2040.16 ms
[2020-12-21 06:47:16 main:581] : INFO : Epoch 927 | loss: 0.0311899 | val_loss: 0.0311893 | Time: 2027.9 ms
[2020-12-21 06:47:18 main:581] : INFO : Epoch 928 | loss: 0.0311898 | val_loss: 0.0311922 | Time: 2029.46 ms
[2020-12-21 06:47:21 main:581] : INFO : Epoch 929 | loss: 0.0311884 | val_loss: 0.0311883 | Time: 2032.65 ms
[2020-12-21 06:47:23 main:581] : INFO : Epoch 930 | loss: 0.0311888 | val_loss: 0.0311878 | Time: 2041.87 ms
[2020-12-21 06:47:25 main:581] : INFO : Epoch 931 | loss: 0.0311885 | val_loss: 0.0311871 | Time: 2039.53 ms
[2020-12-21 06:47:27 main:581] : INFO : Epoch 932 | loss: 0.0311885 | val_loss: 0.0311885 | Time: 2026.71 ms
[2020-12-21 06:47:29 main:581] : INFO : Epoch 933 | loss: 0.0311887 | val_loss: 0.0311865 | Time: 2048.1 ms
[2020-12-21 06:47:31 main:581] : INFO : Epoch 934 | loss: 0.0311879 | val_loss: 0.0311883 | Time: 2031.41 ms
[2020-12-21 06:47:33 main:581] : INFO : Epoch 935 | loss: 0.0311883 | val_loss: 0.0311891 | Time: 2038.22 ms
[2020-12-21 06:47:35 main:581] : INFO : Epoch 936 | loss: 0.0311889 | val_loss: 0.0311861 | Time: 2039.87 ms
[2020-12-21 06:47:37 main:581] : INFO : Epoch 937 | loss: 0.0311871 | val_loss: 0.0311877 | Time: 2033.02 ms
[2020-12-21 06:47:39 main:581] : INFO : Epoch 938 | loss: 0.0311866 | val_loss: 0.031188 | Time: 2045.44 ms
[2020-12-21 06:47:41 main:581] : INFO : Epoch 939 | loss: 0.0311868 | val_loss: 0.0311861 | Time: 2037.55 ms
[2020-12-21 06:47:43 main:581] : INFO : Epoch 940 | loss: 0.031187 | val_loss: 0.0311863 | Time: 2033.19 ms
[2020-12-21 06:47:45 main:581] : INFO : Epoch 941 | loss: 0.0311864 | val_loss: 0.0311904 | Time: 2038.27 ms
[2020-12-21 06:47:47 main:581] : INFO : Epoch 942 | loss: 0.0311873 | val_loss: 0.0311882 | Time: 2038.91 ms
[2020-12-21 06:47:49 main:581] : INFO : Epoch 943 | loss: 0.0311863 | val_loss: 0.031186 | Time: 2031.4 ms
[2020-12-21 06:47:51 main:581] : INFO : Epoch 944 | loss: 0.0311856 | val_loss: 0.0311866 | Time: 2042.94 ms
[2020-12-21 06:47:53 main:581] : INFO : Epoch 945 | loss: 0.0311862 | val_loss: 0.0311877 | Time: 2043.05 ms
[2020-12-21 06:47:55 main:581] : INFO : Epoch 946 | loss: 0.0311855 | val_loss: 0.0311866 | Time: 2036.42 ms
[2020-12-21 06:47:57 main:581] : INFO : Epoch 947 | loss: 0.0311853 | val_loss: 0.0311877 | Time: 2041.41 ms
[2020-12-21 06:47:59 main:581] : INFO : Epoch 948 | loss: 0.0311858 | val_loss: 0.0311883 | Time: 2039.91 ms
[2020-12-21 06:48:01 main:581] : INFO : Epoch 949 | loss: 0.0311882 | val_loss: 0.0311871 | Time: 2031.63 ms
[2020-12-21 06:48:03 main:581] : INFO : Epoch 950 | loss: 0.0311853 | val_loss: 0.0311872 | Time: 2037.31 ms
[2020-12-21 06:48:05 main:581] : INFO : Epoch 951 | loss: 0.0311857 | val_loss: 0.0311921 | Time: 2034.5 ms
[2020-12-21 06:48:07 main:581] : INFO : Epoch 952 | loss: 0.0311865 | val_loss: 0.0311869 | Time: 2035.71 ms
[2020-12-21 06:48:09 main:581] : INFO : Epoch 953 | loss: 0.0311856 | val_loss: 0.0311875 | Time: 2028.27 ms
[2020-12-21 06:48:11 main:581] : INFO : Epoch 954 | loss: 0.0311856 | val_loss: 0.031188 | Time: 2034.86 ms
[2020-12-21 06:48:13 main:581] : INFO : Epoch 955 | loss: 0.0311868 | val_loss: 0.0311873 | Time: 2035.89 ms
[2020-12-21 06:48:16 main:581] : INFO : Epoch 956 | loss: 0.031185 | val_loss: 0.0311875 | Time: 2038.52 ms
[2020-12-21 06:48:18 main:581] : INFO : Epoch 957 | loss: 0.031186 | val_loss: 0.0311899 | Time: 2028.79 ms
[2020-12-21 06:48:20 main:581] : INFO : Epoch 958 | loss: 0.0311873 | val_loss: 0.0311881 | Time: 2029.01 ms
[2020-12-21 06:48:22 main:581] : INFO : Epoch 959 | loss: 0.031186 | val_loss: 0.0311867 | Time: 2035.81 ms
[2020-12-21 06:48:24 main:581] : INFO : Epoch 960 | loss: 0.031186 | val_loss: 0.0311863 | Time: 2019.56 ms
[2020-12-21 06:48:26 main:581] : INFO : Epoch 961 | loss: 0.0311856 | val_loss: 0.0311908 | Time: 2035.77 ms
[2020-12-21 06:48:28 main:581] : INFO : Epoch 962 | loss: 0.0311864 | val_loss: 0.0311884 | Time: 2032.7 ms
[2020-12-21 06:48:30 main:581] : INFO : Epoch 963 | loss: 0.031186 | val_loss: 0.0311874 | Time: 2035.97 ms
[2020-12-21 06:48:32 main:581] : INFO : Epoch 964 | loss: 0.0311857 | val_loss: 0.031189 | Time: 2035.59 ms
[2020-12-21 06:48:34 main:581] : INFO : Epoch 965 | loss: 0.0311862 | val_loss: 0.0311877 | Time: 2027.02 ms
[2020-12-21 06:48:36 main:581] : INFO : Epoch 966 | loss: 0.0311869 | val_loss: 0.031187 | Time: 2037.94 ms
[2020-12-21 06:48:38 main:581] : INFO : Epoch 967 | loss: 0.0311866 | val_loss: 0.031187 | Time: 2037.9 ms
[2020-12-21 06:48:40 main:581] : INFO : Epoch 968 | loss: 0.031186 | val_loss: 0.0311876 | Time: 2031.81 ms
[2020-12-21 06:48:42 main:581] : INFO : Epoch 969 | loss: 0.0311861 | val_loss: 0.0311867 | Time: 2033.21 ms
[2020-12-21 06:48:44 main:581] : INFO : Epoch 970 | loss: 0.0311855 | val_loss: 0.0311866 | Time: 2034.7 ms
[2020-12-21 06:48:46 main:581] : INFO : Epoch 971 | loss: 0.0311855 | val_loss: 0.0311884 | Time: 2027.02 ms
[2020-12-21 06:48:48 main:581] : INFO : Epoch 972 | loss: 0.0311866 | val_loss: 0.0311893 | Time: 2035.53 ms
[2020-12-21 06:48:50 main:581] : INFO : Epoch 973 | loss: 0.0311864 | val_loss: 0.0311894 | Time: 2036.68 ms
[2020-12-21 06:48:52 main:581] : INFO : Epoch 974 | loss: 0.0311857 | val_loss: 0.0311876 | Time: 2036.65 ms
[2020-12-21 06:48:54 main:581] : INFO : Epoch 975 | loss: 0.0311869 | val_loss: 0.0311863 | Time: 2038.61 ms
[2020-12-21 06:48:56 main:581] : INFO : Epoch 976 | loss: 0.0311859 | val_loss: 0.0311889 | Time: 2029.61 ms
[2020-12-21 06:48:58 main:581] : INFO : Epoch 977 | loss: 0.0311853 | val_loss: 0.0311857 | Time: 2039.05 ms
[2020-12-21 06:49:00 main:581] : INFO : Epoch 978 | loss: 0.0311863 | val_loss: 0.0311886 | Time: 2030.75 ms
[2020-12-21 06:49:02 main:581] : INFO : Epoch 979 | loss: 0.03119 | val_loss: 0.0311904 | Time: 2033.98 ms
[2020-12-21 06:49:04 main:581] : INFO : Epoch 980 | loss: 0.0311887 | val_loss: 0.0311906 | Time: 2029.32 ms
[2020-12-21 06:49:06 main:581] : INFO : Epoch 981 | loss: 0.031186 | val_loss: 0.0311871 | Time: 2035.58 ms
[2020-12-21 06:49:08 main:581] : INFO : Epoch 982 | loss: 0.0311847 | val_loss: 0.0311872 | Time: 2035.61 ms
[2020-12-21 06:49:10 main:581] : INFO : Epoch 983 | loss: 0.0311842 | val_loss: 0.0311861 | Time: 2034.37 ms
[2020-12-21 06:49:12 main:581] : INFO : Epoch 984 | loss: 0.0311871 | val_loss: 0.0311859 | Time: 2031.87 ms
[2020-12-21 06:49:14 main:581] : INFO : Epoch 985 | loss: 0.0311852 | val_loss: 0.0311923 | Time: 2026.39 ms
[2020-12-21 06:49:17 main:581] : INFO : Epoch 986 | loss: 0.0311859 | val_loss: 0.0311939 | Time: 2039.16 ms
[2020-12-21 06:49:19 main:581] : INFO : Epoch 987 | loss: 0.0311963 | val_loss: 0.0312195 | Time: 2033.15 ms
[2020-12-21 06:49:21 main:581] : INFO : Epoch 988 | loss: 0.0312177 | val_loss: 0.0312243 | Time: 2039.69 ms
[2020-12-21 06:49:23 main:581] : INFO : Epoch 989 | loss: 0.0312024 | val_loss: 0.0311969 | Time: 2028.86 ms
[2020-12-21 06:49:25 main:581] : INFO : Epoch 990 | loss: 0.0311896 | val_loss: 0.0311869 | Time: 2029.77 ms
[2020-12-21 06:49:27 main:581] : INFO : Epoch 991 | loss: 0.0311851 | val_loss: 0.0311855 | Time: 2032.95 ms
[2020-12-21 06:49:29 main:581] : INFO : Epoch 992 | loss: 0.0311849 | val_loss: 0.0311911 | Time: 2038.92 ms
[2020-12-21 06:49:31 main:581] : INFO : Epoch 993 | loss: 0.0311862 | val_loss: 0.0311858 | Time: 2037.34 ms
[2020-12-21 06:49:33 main:581] : INFO : Epoch 994 | loss: 0.0311854 | val_loss: 0.0311864 | Time: 2031.22 ms
[2020-12-21 06:49:35 main:581] : INFO : Epoch 995 | loss: 0.0311859 | val_loss: 0.0311921 | Time: 2036.64 ms
[2020-12-21 06:49:37 main:581] : INFO : Epoch 996 | loss: 0.0311924 | val_loss: 0.0311937 | Time: 2039.8 ms
[2020-12-21 06:49:39 main:581] : INFO : Epoch 997 | loss: 0.0311944 | val_loss: 0.031201 | Time: 2036.83 ms
[2020-12-21 06:49:41 main:581] : INFO : Epoch 998 | loss: 0.0311935 | val_loss: 0.0311894 | Time: 2037.09 ms
[2020-12-21 06:49:43 main:581] : INFO : Epoch 999 | loss: 0.0311893 | val_loss: 0.0311894 | Time: 2039.5 ms
[2020-12-21 06:49:45 main:581] : INFO : Epoch 1000 | loss: 0.0311871 | val_loss: 0.031189 | Time: 2037.54 ms
[2020-12-21 06:49:47 main:581] : INFO : Epoch 1001 | loss: 0.0311887 | val_loss: 0.0311886 | Time: 2038.93 ms
[2020-12-21 06:49:49 main:581] : INFO : Epoch 1002 | loss: 0.0311879 | val_loss: 0.0311905 | Time: 2042.05 ms
[2020-12-21 06:49:51 main:581] : INFO : Epoch 1003 | loss: 0.0311872 | val_loss: 0.0311879 | Time: 2036.86 ms
[2020-12-21 06:49:53 main:581] : INFO : Epoch 1004 | loss: 0.0311872 | val_loss: 0.0311916 | Time: 2039.12 ms
[2020-12-21 06:49:55 main:581] : INFO : Epoch 1005 | loss: 0.0311896 | val_loss: 0.0311961 | Time: 2044.58 ms
[2020-12-21 06:49:57 main:581] : INFO : Epoch 1006 | loss: 0.0311886 | val_loss: 0.0311883 | Time: 2033.33 ms
[2020-12-21 06:49:59 main:581] : INFO : Epoch 1007 | loss: 0.0311869 | val_loss: 0.0311898 | Time: 2040.04 ms
[2020-12-21 06:50:01 main:581] : INFO : Epoch 1008 | loss: 0.031188 | val_loss: 0.0311908 | Time: 2039.01 ms
[2020-12-21 06:50:03 main:581] : INFO : Epoch 1009 | loss: 0.0311867 | val_loss: 0.0311885 | Time: 2044.18 ms
[2020-12-21 06:50:05 main:581] : INFO : Epoch 1010 | loss: 0.0311872 | val_loss: 0.0311898 | Time: 2033.87 ms
[2020-12-21 06:50:07 main:581] : INFO : Epoch 1011 | loss: 0.031188 | val_loss: 0.0311913 | Time: 2039.58 ms
[2020-12-21 06:50:10 main:581] : INFO : Epoch 1012 | loss: 0.0311873 | val_loss: 0.0311898 | Time: 2039.23 ms
[2020-12-21 06:50:12 main:581] : INFO : Epoch 1013 | loss: 0.0311878 | val_loss: 0.031188 | Time: 2039.84 ms
[2020-12-21 06:50:14 main:581] : INFO : Epoch 1014 | loss: 0.0311873 | val_loss: 0.0311891 | Time: 2038.76 ms
[2020-12-21 06:50:16 main:581] : INFO : Epoch 1015 | loss: 0.0311864 | val_loss: 0.0311887 | Time: 2036.55 ms
[2020-12-21 06:50:18 main:581] : INFO : Epoch 1016 | loss: 0.0311873 | val_loss: 0.0311883 | Time: 2038.56 ms
[2020-12-21 06:50:20 main:581] : INFO : Epoch 1017 | loss: 0.0311873 | val_loss: 0.0311881 | Time: 2039 ms
[2020-12-21 06:50:22 main:581] : INFO : Epoch 1018 | loss: 0.0311862 | val_loss: 0.0311886 | Time: 2035.33 ms
[2020-12-21 06:50:24 main:581] : INFO : Epoch 1019 | loss: 0.0311891 | val_loss: 0.0311876 | Time: 2038.85 ms
[2020-12-21 06:50:26 main:581] : INFO : Epoch 1020 | loss: 0.0311874 | val_loss: 0.031189 | Time: 2044.54 ms
[2020-12-21 06:50:28 main:581] : INFO : Epoch 1021 | loss: 0.0311867 | val_loss: 0.0311886 | Time: 2029.71 ms
[2020-12-21 06:50:30 main:581] : INFO : Epoch 1022 | loss: 0.0311862 | val_loss: 0.0311891 | Time: 2040.86 ms
[2020-12-21 06:50:32 main:581] : INFO : Epoch 1023 | loss: 0.0311881 | val_loss: 0.0311895 | Time: 2037.81 ms
[2020-12-21 06:50:34 main:581] : INFO : Epoch 1024 | loss: 0.0311869 | val_loss: 0.0311881 | Time: 2033.81 ms
[2020-12-21 06:50:34 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311881
[2020-12-21 06:50:34 main:610] : INFO : Saving end state to config to file
[2020-12-21 06:50:34 main:615] : INFO : Success, exiting..
06:50:34 (3876947): 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)