Task 3528004
| Name | ParityMachine-1606531166-19703-13_2 |
| Workunit | 1693701 |
| Created | 4 Jan 2021, 16:39:12 UTC |
| Sent | 4 Jan 2021, 17:46:50 UTC |
| Report deadline | 11 Jan 2021, 17:46:50 UTC |
| Received | 4 Jan 2021, 19:28:28 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6554 |
| Run time | 34 min 29 sec |
| CPU time | 34 min 5 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 9,067.77 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.38 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> :574] : INFO : Epoch 514 | loss: 0.0311949 | val_loss: 0.0312058 | Time: 1956.86 ms [2021-01-04 19:58:11 main:574] : INFO : Epoch 515 | loss: 0.0311939 | val_loss: 0.0312027 | Time: 1960.04 ms [2021-01-04 19:58:13 main:574] : INFO : Epoch 516 | loss: 0.0311922 | val_loss: 0.031205 | Time: 1975.27 ms [2021-01-04 19:58:15 main:574] : INFO : Epoch 517 | loss: 0.0311935 | val_loss: 0.0312045 | Time: 1973.74 ms [2021-01-04 19:58:17 main:574] : INFO : Epoch 518 | loss: 0.0311938 | val_loss: 0.0312039 | Time: 1974.22 ms [2021-01-04 19:58:19 main:574] : INFO : Epoch 519 | loss: 0.0311926 | val_loss: 0.0312036 | Time: 1959.06 ms [2021-01-04 19:58:21 main:574] : INFO : Epoch 520 | loss: 0.0311942 | val_loss: 0.0312068 | Time: 1966.28 ms [2021-01-04 19:58:23 main:574] : INFO : Epoch 521 | loss: 0.0311924 | val_loss: 0.031203 | Time: 1952.13 ms [2021-01-04 19:58:25 main:574] : INFO : Epoch 522 | loss: 0.0311928 | val_loss: 0.031205 | Time: 2083.85 ms [2021-01-04 19:58:27 main:574] : INFO : Epoch 523 | loss: 0.0311923 | val_loss: 0.0312053 | Time: 2016.02 ms [2021-01-04 19:58:29 main:574] : INFO : Epoch 524 | loss: 0.0311923 | val_loss: 0.0312044 | Time: 2006.33 ms [2021-01-04 19:58:31 main:574] : INFO : Epoch 525 | loss: 0.0311926 | val_loss: 0.0312031 | Time: 2109.83 ms [2021-01-04 19:58:33 main:574] : INFO : Epoch 526 | loss: 0.0311914 | val_loss: 0.0312029 | Time: 2179.25 ms [2021-01-04 19:58:35 main:574] : INFO : Epoch 527 | loss: 0.0311916 | val_loss: 0.0312032 | Time: 2005.67 ms [2021-01-04 19:58:37 main:574] : INFO : Epoch 528 | loss: 0.0311918 | val_loss: 0.0312039 | Time: 2010.05 ms [2021-01-04 19:58:40 main:574] : INFO : Epoch 529 | loss: 0.0311918 | val_loss: 0.0312036 | Time: 2101.58 ms [2021-01-04 19:58:41 main:574] : INFO : Epoch 530 | loss: 0.0311914 | val_loss: 0.0312032 | Time: 1982.05 ms [2021-01-04 19:58:44 main:574] : INFO : Epoch 531 | loss: 0.0311914 | val_loss: 0.0312038 | Time: 2059.85 ms [2021-01-04 19:58:46 main:574] : INFO : Epoch 532 | loss: 0.0311934 | val_loss: 0.0312058 | Time: 2156.33 ms [2021-01-04 19:58:48 main:574] : INFO : Epoch 533 | loss: 0.0311944 | val_loss: 0.031204 | Time: 2245.18 ms [2021-01-04 19:58:50 main:574] : INFO : Epoch 534 | loss: 0.0311927 | val_loss: 0.031203 | Time: 2099.01 ms [2021-01-04 19:58:52 main:574] : INFO : Epoch 535 | loss: 0.0311921 | val_loss: 0.0312058 | Time: 2104.64 ms [2021-01-04 19:58:54 main:574] : INFO : Epoch 536 | loss: 0.0311933 | val_loss: 0.0312077 | Time: 2044.49 ms [2021-01-04 19:58:56 main:574] : INFO : Epoch 537 | loss: 0.0311937 | val_loss: 0.0312106 | Time: 2052.54 ms [2021-01-04 19:58:58 main:574] : INFO : Epoch 538 | loss: 0.0311951 | val_loss: 0.0312039 | Time: 2062.86 ms [2021-01-04 19:59:01 main:574] : INFO : Epoch 539 | loss: 0.0311933 | val_loss: 0.0312059 | Time: 2119.44 ms [2021-01-04 19:59:03 main:574] : INFO : Epoch 540 | loss: 0.0311921 | val_loss: 0.0312043 | Time: 2068.02 ms [2021-01-04 19:59:05 main:574] : INFO : Epoch 541 | loss: 0.0311919 | val_loss: 0.0312048 | Time: 2052.95 ms [2021-01-04 19:59:07 main:574] : INFO : Epoch 542 | loss: 0.0311923 | val_loss: 0.031204 | Time: 2035.58 ms [2021-01-04 19:59:09 main:574] : INFO : Epoch 543 | loss: 0.0311921 | val_loss: 0.0312055 | Time: 2002.02 ms [2021-01-04 19:59:11 main:574] : INFO : Epoch 544 | loss: 0.0311929 | val_loss: 0.0312073 | Time: 2006.08 ms [2021-01-04 19:59:13 main:574] : INFO : Epoch 545 | loss: 0.0311939 | val_loss: 0.0312075 | Time: 2020.46 ms [2021-01-04 19:59:15 main:574] : INFO : Epoch 546 | loss: 0.0311923 | val_loss: 0.0312045 | Time: 2007.72 ms [2021-01-04 19:59:17 main:574] : INFO : Epoch 547 | loss: 0.0311922 | val_loss: 0.0312067 | Time: 2053.2 ms [2021-01-04 19:59:19 main:574] : INFO : Epoch 548 | loss: 0.031192 | val_loss: 0.0312058 | Time: 2036.03 ms [2021-01-04 19:59:21 main:574] : INFO : Epoch 549 | loss: 0.0311918 | val_loss: 0.0312044 | Time: 2056.37 ms [2021-01-04 19:59:23 main:574] : INFO : Epoch 550 | loss: 0.0311927 | val_loss: 0.0312071 | Time: 2044.16 ms [2021-01-04 19:59:25 main:574] : INFO : Epoch 551 | loss: 0.0311917 | val_loss: 0.0312061 | Time: 2039.05 ms [2021-01-04 19:59:27 main:574] : INFO : Epoch 552 | loss: 0.0311916 | val_loss: 0.0312075 | Time: 2044.36 ms [2021-01-04 19:59:29 main:574] : INFO : Epoch 553 | loss: 0.0311924 | val_loss: 0.0312063 | Time: 2042.95 ms [2021-01-04 19:59:31 main:574] : INFO : Epoch 554 | loss: 0.0311921 | val_loss: 0.0312077 | Time: 2018.2 ms [2021-01-04 19:59:33 main:574] : INFO : Epoch 555 | loss: 0.0311917 | val_loss: 0.0312058 | Time: 2050.8 ms [2021-01-04 19:59:35 main:574] : INFO : Epoch 556 | loss: 0.0311913 | val_loss: 0.0312058 | Time: 1988.98 ms [2021-01-04 19:59:37 main:574] : INFO : Epoch 557 | loss: 0.0311916 | val_loss: 0.0312067 | Time: 2019.98 ms [2021-01-04 19:59:39 main:574] : INFO : Epoch 558 | loss: 0.0311922 | val_loss: 0.031207 | Time: 1988.06 ms [2021-01-04 19:59:41 main:574] : INFO : Epoch 559 | loss: 0.0311921 | val_loss: 0.0312062 | Time: 2005.31 ms [2021-01-04 19:59:43 main:574] : INFO : Epoch 560 | loss: 0.0311928 | val_loss: 0.0312078 | Time: 2030.28 ms [2021-01-04 19:59:45 main:574] : INFO : Epoch 561 | loss: 0.0311936 | val_loss: 0.0312067 | Time: 1982.68 ms [2021-01-04 19:59:47 main:574] : INFO : Epoch 562 | loss: 0.0311918 | val_loss: 0.0312061 | Time: 1994.1 ms [2021-01-04 19:59:49 main:574] : INFO : Epoch 563 | loss: 0.031192 | val_loss: 0.031207 | Time: 1970.67 ms [2021-01-04 19:59:51 main:574] : INFO : Epoch 564 | loss: 0.0311929 | val_loss: 0.0312083 | Time: 1981.21 ms [2021-01-04 19:59:53 main:574] : INFO : Epoch 565 | loss: 0.0311915 | val_loss: 0.0312078 | Time: 1948.13 ms [2021-01-04 19:59:55 main:574] : INFO : Epoch 566 | loss: 0.0311916 | val_loss: 0.031207 | Time: 1965.42 ms [2021-01-04 19:59:57 main:574] : INFO : Epoch 567 | loss: 0.0311929 | val_loss: 0.0312057 | Time: 2016.85 ms [2021-01-04 19:59:59 main:574] : INFO : Epoch 568 | loss: 0.0311914 | val_loss: 0.0312068 | Time: 1926.68 ms [2021-01-04 20:00:01 main:574] : INFO : Epoch 569 | loss: 0.0311929 | val_loss: 0.0312082 | Time: 1940.84 ms [2021-01-04 20:00:03 main:574] : INFO : Epoch 570 | loss: 0.0311918 | val_loss: 0.0312074 | Time: 1989.86 ms [2021-01-04 20:00:05 main:574] : INFO : Epoch 571 | loss: 0.0311916 | val_loss: 0.0312082 | Time: 1952.64 ms [2021-01-04 20:00:07 main:574] : INFO : Epoch 572 | loss: 0.0311914 | val_loss: 0.03121 | Time: 1981.13 ms [2021-01-04 20:00:09 main:574] : INFO : Epoch 573 | loss: 0.0311915 | val_loss: 0.0312066 | Time: 1962.63 ms [2021-01-04 20:00:11 main:574] : INFO : Epoch 574 | loss: 0.0311914 | val_loss: 0.0312064 | Time: 2002.11 ms [2021-01-04 20:00:13 main:574] : INFO : Epoch 575 | loss: 0.0311916 | val_loss: 0.0312078 | Time: 1935.18 ms [2021-01-04 20:00:15 main:574] : INFO : Epoch 576 | loss: 0.0311918 | val_loss: 0.0312093 | Time: 1985.72 ms [2021-01-04 20:00:17 main:574] : INFO : Epoch 577 | loss: 0.0311929 | val_loss: 0.0312075 | Time: 1976.59 ms [2021-01-04 20:00:19 main:574] : INFO : Epoch 578 | loss: 0.0311924 | val_loss: 0.0312065 | Time: 2020.05 ms [2021-01-04 20:00:21 main:574] : INFO : Epoch 579 | loss: 0.0311918 | val_loss: 0.0312084 | Time: 1928.13 ms [2021-01-04 20:00:23 main:574] : INFO : Epoch 580 | loss: 0.0311916 | val_loss: 0.0312069 | Time: 1991.97 ms [2021-01-04 20:00:25 main:574] : INFO : Epoch 581 | loss: 0.0311914 | val_loss: 0.0312067 | Time: 1918.05 ms [2021-01-04 20:00:27 main:574] : INFO : Epoch 582 | loss: 0.0311916 | val_loss: 0.0312071 | Time: 1949.02 ms [2021-01-04 20:00:29 main:574] : INFO : Epoch 583 | loss: 0.0311916 | val_loss: 0.0312096 | Time: 1953.24 ms [2021-01-04 20:00:31 main:574] : INFO : Epoch 584 | loss: 0.0311916 | val_loss: 0.0312152 | Time: 1925.63 ms [2021-01-04 20:00:33 main:574] : INFO : Epoch 585 | loss: 0.0311939 | val_loss: 0.0312122 | Time: 1924.24 ms [2021-01-04 20:00:35 main:574] : INFO : Epoch 586 | loss: 0.031192 | val_loss: 0.0312086 | Time: 1944.9 ms [2021-01-04 20:00:37 main:574] : INFO : Epoch 587 | loss: 0.0311921 | val_loss: 0.0312085 | Time: 2006.19 ms [2021-01-04 20:00:39 main:574] : INFO : Epoch 588 | loss: 0.0311929 | val_loss: 0.0312112 | Time: 1958.78 ms [2021-01-04 20:00:41 main:574] : INFO : Epoch 589 | loss: 0.0311935 | val_loss: 0.0312098 | Time: 1968.27 ms [2021-01-04 20:00:43 main:574] : INFO : Epoch 590 | loss: 0.0311929 | val_loss: 0.0312092 | Time: 1992.3 ms [2021-01-04 20:00:45 main:574] : INFO : Epoch 591 | loss: 0.031192 | val_loss: 0.0312092 | Time: 2022.74 ms [2021-01-04 20:00:47 main:574] : INFO : Epoch 592 | loss: 0.0311912 | val_loss: 0.0312092 | Time: 1990.66 ms [2021-01-04 20:00:49 main:574] : INFO : Epoch 593 | loss: 0.0311913 | val_loss: 0.0312098 | Time: 1951.37 ms [2021-01-04 20:00:51 main:574] : INFO : Epoch 594 | loss: 0.031192 | val_loss: 0.0312115 | Time: 1969.82 ms [2021-01-04 20:00:53 main:574] : INFO : Epoch 595 | loss: 0.0311919 | val_loss: 0.0312124 | Time: 1972.06 ms [2021-01-04 20:00:55 main:574] : INFO : Epoch 596 | loss: 0.0311952 | val_loss: 0.0312165 | Time: 1985.88 ms [2021-01-04 20:00:57 main:574] : INFO : Epoch 597 | loss: 0.0311962 | val_loss: 0.0312098 | Time: 1928.65 ms [2021-01-04 20:00:59 main:574] : INFO : Epoch 598 | loss: 0.0311929 | val_loss: 0.0312087 | Time: 1989.4 ms [2021-01-04 20:01:01 main:574] : INFO : Epoch 599 | loss: 0.0311916 | val_loss: 0.0312088 | Time: 1984.34 ms [2021-01-04 20:01:03 main:574] : INFO : Epoch 600 | loss: 0.0311912 | val_loss: 0.0312149 | Time: 1998.54 ms [2021-01-04 20:01:05 main:574] : INFO : Epoch 601 | loss: 0.0311935 | val_loss: 0.0312087 | Time: 2043.89 ms [2021-01-04 20:01:07 main:574] : INFO : Epoch 602 | loss: 0.0311913 | val_loss: 0.0312083 | Time: 2030.02 ms [2021-01-04 20:01:09 main:574] : INFO : Epoch 603 | loss: 0.0311933 | val_loss: 0.0312085 | Time: 1989.42 ms [2021-01-04 20:01:11 main:574] : INFO : Epoch 604 | loss: 0.0311919 | val_loss: 0.0312089 | Time: 2024.76 ms [2021-01-04 20:01:13 main:574] : INFO : Epoch 605 | loss: 0.0311907 | val_loss: 0.0312089 | Time: 1944.39 ms [2021-01-04 20:01:15 main:574] : INFO : Epoch 606 | loss: 0.031192 | val_loss: 0.0312086 | Time: 2026.49 ms [2021-01-04 20:01:17 main:574] : INFO : Epoch 607 | loss: 0.0311929 | val_loss: 0.0312169 | Time: 2044.88 ms [2021-01-04 20:01:19 main:574] : INFO : Epoch 608 | loss: 0.0311922 | val_loss: 0.0312115 | Time: 2018.78 ms [2021-01-04 20:01:21 main:574] : INFO : Epoch 609 | loss: 0.0311937 | val_loss: 0.03121 | Time: 2033.38 ms [2021-01-04 20:01:23 main:574] : INFO : Epoch 610 | loss: 0.0311928 | val_loss: 0.031209 | Time: 1996.37 ms [2021-01-04 20:01:25 main:574] : INFO : Epoch 611 | loss: 0.0311916 | val_loss: 0.0312083 | Time: 2004.31 ms [2021-01-04 20:01:27 main:574] : INFO : Epoch 612 | loss: 0.031191 | val_loss: 0.0312118 | Time: 2001.66 ms [2021-01-04 20:01:29 main:574] : INFO : Epoch 613 | loss: 0.0311905 | val_loss: 0.0312076 | Time: 2022.01 ms [2021-01-04 20:01:31 main:574] : INFO : Epoch 614 | loss: 0.0311914 | val_loss: 0.0312095 | Time: 1958.22 ms [2021-01-04 20:01:33 main:574] : INFO : Epoch 615 | loss: 0.0311917 | val_loss: 0.0312086 | Time: 2010.64 ms [2021-01-04 20:01:35 main:574] : INFO : Epoch 616 | loss: 0.0311911 | val_loss: 0.03121 | Time: 1997.84 ms [2021-01-04 20:01:37 main:574] : INFO : Epoch 617 | loss: 0.031191 | val_loss: 0.0312103 | Time: 2020.52 ms [2021-01-04 20:01:39 main:574] : INFO : Epoch 618 | loss: 0.031192 | val_loss: 0.0312112 | Time: 2030.91 ms [2021-01-04 20:01:41 main:574] : INFO : Epoch 619 | loss: 0.0311915 | val_loss: 0.0312096 | Time: 2035.33 ms [2021-01-04 20:01:43 main:574] : INFO : Epoch 620 | loss: 0.0311911 | val_loss: 0.0312086 | Time: 2070.49 ms [2021-01-04 20:01:45 main:574] : INFO : Epoch 621 | loss: 0.031192 | val_loss: 0.0312113 | Time: 2064.41 ms [2021-01-04 20:01:47 main:574] : INFO : Epoch 622 | loss: 0.0311916 | val_loss: 0.0312085 | Time: 2040.53 ms [2021-01-04 20:01:49 main:574] : INFO : Epoch 623 | loss: 0.0311912 | val_loss: 0.0312088 | Time: 2029.82 ms [2021-01-04 20:01:51 main:574] : INFO : Epoch 624 | loss: 0.0311905 | val_loss: 0.0312118 | Time: 2055.36 ms [2021-01-04 20:01:53 main:574] : INFO : Epoch 625 | loss: 0.0311906 | val_loss: 0.0312102 | Time: 2029.69 ms [2021-01-04 20:01:55 main:574] : INFO : Epoch 626 | loss: 0.0311908 | val_loss: 0.0312098 | Time: 2035.36 ms [2021-01-04 20:01:58 main:574] : INFO : Epoch 627 | loss: 0.0311907 | val_loss: 0.0312126 | Time: 2037.5 ms [2021-01-04 20:02:00 main:574] : INFO : Epoch 628 | loss: 0.0311917 | val_loss: 0.0312119 | Time: 1993.81 ms [2021-01-04 20:02:02 main:574] : INFO : Epoch 629 | loss: 0.031192 | val_loss: 0.0312111 | Time: 2075.82 ms [2021-01-04 20:02:04 main:574] : INFO : Epoch 630 | loss: 0.0311911 | val_loss: 0.0312137 | Time: 2024.33 ms [2021-01-04 20:02:06 main:574] : INFO : Epoch 631 | loss: 0.0311915 | val_loss: 0.0312118 | Time: 2009.25 ms [2021-01-04 20:02:08 main:574] : INFO : Epoch 632 | loss: 0.0311926 | val_loss: 0.0312131 | Time: 2077.32 ms [2021-01-04 20:02:10 main:574] : INFO : Epoch 633 | loss: 0.0311929 | val_loss: 0.031211 | Time: 1998.81 ms [2021-01-04 20:02:12 main:574] : INFO : Epoch 634 | loss: 0.0311917 | val_loss: 0.0312118 | Time: 2041.44 ms [2021-01-04 20:02:14 main:574] : INFO : Epoch 635 | loss: 0.0311905 | val_loss: 0.0312139 | Time: 1969.06 ms [2021-01-04 20:02:16 main:574] : INFO : Epoch 636 | loss: 0.0311911 | val_loss: 0.0312126 | Time: 2033.14 ms [2021-01-04 20:02:18 main:574] : INFO : Epoch 637 | loss: 0.0311919 | val_loss: 0.0312105 | Time: 1972.17 ms [2021-01-04 20:02:20 main:574] : INFO : Epoch 638 | loss: 0.031191 | val_loss: 0.0312117 | Time: 2033.41 ms [2021-01-04 20:02:22 main:574] : INFO : Epoch 639 | loss: 0.0311913 | val_loss: 0.0312175 | Time: 2016.66 ms [2021-01-04 20:02:24 main:574] : INFO : Epoch 640 | loss: 0.0311937 | val_loss: 0.0312124 | Time: 2084.14 ms [2021-01-04 20:02:26 main:574] : INFO : Epoch 641 | loss: 0.0311914 | val_loss: 0.0312105 | Time: 2043.44 ms [2021-01-04 20:02:28 main:574] : INFO : Epoch 642 | loss: 0.0311917 | val_loss: 0.0312118 | Time: 2022.76 ms [2021-01-04 20:02:30 main:574] : INFO : Epoch 643 | loss: 0.0311922 | val_loss: 0.0312126 | Time: 2035.73 ms [2021-01-04 20:02:32 main:574] : INFO : Epoch 644 | loss: 0.0311913 | val_loss: 0.0312099 | Time: 2021.08 ms [2021-01-04 20:02:34 main:574] : INFO : Epoch 645 | loss: 0.0311911 | val_loss: 0.0312103 | Time: 2017.67 ms [2021-01-04 20:02:36 main:574] : INFO : Epoch 646 | loss: 0.0311903 | val_loss: 0.0312111 | Time: 2002.85 ms [2021-01-04 20:02:38 main:574] : INFO : Epoch 647 | loss: 0.0311904 | val_loss: 0.0312081 | Time: 2014.38 ms [2021-01-04 20:02:40 main:574] : INFO : Epoch 648 | loss: 0.0311899 | val_loss: 0.031212 | Time: 2032.89 ms [2021-01-04 20:02:42 main:574] : INFO : Epoch 649 | loss: 0.0311907 | val_loss: 0.0312128 | Time: 2073.69 ms [2021-01-04 20:02:44 main:574] : INFO : Epoch 650 | loss: 0.0311901 | val_loss: 0.0312116 | Time: 2045.45 ms [2021-01-04 20:02:47 main:574] : INFO : Epoch 651 | loss: 0.0311899 | val_loss: 0.0312107 | Time: 2042.94 ms [2021-01-04 20:02:49 main:574] : INFO : Epoch 652 | loss: 0.03119 | val_loss: 0.0312096 | Time: 2013.82 ms [2021-01-04 20:02:51 main:574] : INFO : Epoch 653 | loss: 0.0311907 | val_loss: 0.0312114 | Time: 2052.15 ms [2021-01-04 20:02:53 main:574] : INFO : Epoch 654 | loss: 0.0311911 | val_loss: 0.0312115 | Time: 2048.93 ms [2021-01-04 20:02:55 main:574] : INFO : Epoch 655 | loss: 0.0311909 | val_loss: 0.0312108 | Time: 2042.33 ms [2021-01-04 20:02:57 main:574] : INFO : Epoch 656 | loss: 0.031192 | val_loss: 0.031207 | Time: 2033.05 ms [2021-01-04 20:02:59 main:574] : INFO : Epoch 657 | loss: 0.0311919 | val_loss: 0.0312124 | Time: 2049.97 ms [2021-01-04 20:03:01 main:574] : INFO : Epoch 658 | loss: 0.0311937 | val_loss: 0.0312139 | Time: 2072.99 ms [2021-01-04 20:03:03 main:574] : INFO : Epoch 659 | loss: 0.0311924 | val_loss: 0.0312112 | Time: 2072.25 ms [2021-01-04 20:03:05 main:574] : INFO : Epoch 660 | loss: 0.0311911 | val_loss: 0.0312116 | Time: 2109.41 ms [2021-01-04 20:03:07 main:574] : INFO : Epoch 661 | loss: 0.0311902 | val_loss: 0.0312084 | Time: 2068.22 ms [2021-01-04 20:03:09 main:574] : INFO : Epoch 662 | loss: 0.0311916 | val_loss: 0.031213 | Time: 2054.46 ms [2021-01-04 20:03:11 main:574] : INFO : Epoch 663 | loss: 0.0311918 | val_loss: 0.0312171 | Time: 2032.29 ms [2021-01-04 20:03:13 main:574] : INFO : Epoch 664 | loss: 0.0311942 | val_loss: 0.0312097 | Time: 2028.57 ms [2021-01-04 20:03:15 main:574] : INFO : Epoch 665 | loss: 0.0311905 | val_loss: 0.0312098 | Time: 2024.3 ms [2021-01-04 20:03:17 main:574] : INFO : Epoch 666 | loss: 0.0311919 | val_loss: 0.0312111 | Time: 2033.78 ms [2021-01-04 20:03:19 main:574] : INFO : Epoch 667 | loss: 0.0311937 | val_loss: 0.0312107 | Time: 2039.64 ms [2021-01-04 20:03:22 main:574] : INFO : Epoch 668 | loss: 0.0311905 | val_loss: 0.0312103 | Time: 2055.4 ms [2021-01-04 20:03:24 main:574] : INFO : Epoch 669 | loss: 0.0311908 | val_loss: 0.0312084 | Time: 2012.75 ms [2021-01-04 20:03:26 main:574] : INFO : Epoch 670 | loss: 0.0311907 | val_loss: 0.0312096 | Time: 2008.36 ms [2021-01-04 20:03:28 main:574] : INFO : Epoch 671 | loss: 0.0311917 | val_loss: 0.0312107 | Time: 2038.02 ms [2021-01-04 20:03:30 main:574] : INFO : Epoch 672 | loss: 0.0311932 | val_loss: 0.0312097 | Time: 2059.96 ms [2021-01-04 20:03:32 main:574] : INFO : Epoch 673 | loss: 0.0311908 | val_loss: 0.0312064 | Time: 2026.33 ms [2021-01-04 20:03:34 main:574] : INFO : Epoch 674 | loss: 0.031191 | val_loss: 0.0312089 | Time: 2033.39 ms [2021-01-04 20:03:36 main:574] : INFO : Epoch 675 | loss: 0.0311912 | val_loss: 0.03121 | Time: 2038.31 ms [2021-01-04 20:03:38 main:574] : INFO : Epoch 676 | loss: 0.0311908 | val_loss: 0.0312132 | Time: 2005.76 ms [2021-01-04 20:03:40 main:574] : INFO : Epoch 677 | loss: 0.0311918 | val_loss: 0.0312158 | Time: 2012.6 ms [2021-01-04 20:03:42 main:574] : INFO : Epoch 678 | loss: 0.0311911 | val_loss: 0.0312099 | Time: 1992.43 ms [2021-01-04 20:03:44 main:574] : INFO : Epoch 679 | loss: 0.0311914 | val_loss: 0.0312124 | Time: 2010.38 ms [2021-01-04 20:03:46 main:574] : INFO : Epoch 680 | loss: 0.0311913 | val_loss: 0.0312139 | Time: 2003.48 ms [2021-01-04 20:03:48 main:574] : INFO : Epoch 681 | loss: 0.0311913 | val_loss: 0.0312098 | Time: 2047.78 ms [2021-01-04 20:03:50 main:574] : INFO : Epoch 682 | loss: 0.0311904 | val_loss: 0.0312085 | Time: 2100.66 ms [2021-01-04 20:03:52 main:574] : INFO : Epoch 683 | loss: 0.0311908 | val_loss: 0.0312101 | Time: 2032.77 ms [2021-01-04 20:03:54 main:574] : INFO : Epoch 684 | loss: 0.0311908 | val_loss: 0.0312098 | Time: 2150.04 ms [2021-01-04 20:03:56 main:574] : INFO : Epoch 685 | loss: 0.0311909 | val_loss: 0.0312107 | Time: 2136.51 ms [2021-01-04 20:03:58 main:574] : INFO : Epoch 686 | loss: 0.0311911 | val_loss: 0.0312115 | Time: 1969.96 ms [2021-01-04 20:04:00 main:574] : INFO : Epoch 687 | loss: 0.0311909 | val_loss: 0.0312127 | Time: 2025.63 ms [2021-01-04 20:04:03 main:574] : INFO : Epoch 688 | loss: 0.0311925 | val_loss: 0.0312131 | Time: 2023.72 ms [2021-01-04 20:04:05 main:574] : INFO : Epoch 689 | loss: 0.0311918 | val_loss: 0.0312092 | Time: 1975.12 ms [2021-01-04 20:04:06 main:574] : INFO : Epoch 690 | loss: 0.0311901 | val_loss: 0.0312096 | Time: 1947.38 ms [2021-01-04 20:04:08 main:574] : INFO : Epoch 691 | loss: 0.0311915 | val_loss: 0.0312086 | Time: 1920.68 ms [2021-01-04 20:04:10 main:574] : INFO : Epoch 692 | loss: 0.0311921 | val_loss: 0.0312111 | Time: 1936.03 ms [2021-01-04 20:04:12 main:574] : INFO : Epoch 693 | loss: 0.0311906 | val_loss: 0.031214 | Time: 1975.31 ms [2021-01-04 20:04:14 main:574] : INFO : Epoch 694 | loss: 0.0311931 | val_loss: 0.0312091 | Time: 1962.72 ms [2021-01-04 20:04:16 main:574] : INFO : Epoch 695 | loss: 0.0311907 | val_loss: 0.0312102 | Time: 1999 ms [2021-01-04 20:04:18 main:574] : INFO : Epoch 696 | loss: 0.0311897 | val_loss: 0.031207 | Time: 1989.75 ms [2021-01-04 20:04:20 main:574] : INFO : Epoch 697 | loss: 0.0311901 | val_loss: 0.0312118 | Time: 1972.41 ms [2021-01-04 20:04:22 main:574] : INFO : Epoch 698 | loss: 0.0311924 | val_loss: 0.0312096 | Time: 2003.76 ms [2021-01-04 20:04:24 main:574] : INFO : Epoch 699 | loss: 0.0311936 | val_loss: 0.0312139 | Time: 1979.34 ms [2021-01-04 20:04:26 main:574] : INFO : Epoch 700 | loss: 0.0311922 | val_loss: 0.0312076 | Time: 1973.98 ms [2021-01-04 20:04:28 main:574] : INFO : Epoch 701 | loss: 0.0311901 | val_loss: 0.0312081 | Time: 1951.88 ms [2021-01-04 20:04:30 main:574] : INFO : Epoch 702 | loss: 0.0311901 | val_loss: 0.0312081 | Time: 1951.55 ms [2021-01-04 20:04:32 main:574] : INFO : Epoch 703 | loss: 0.0311926 | val_loss: 0.0312127 | Time: 2005.03 ms [2021-01-04 20:04:34 main:574] : INFO : Epoch 704 | loss: 0.0311935 | val_loss: 0.0312093 | Time: 1925.23 ms [2021-01-04 20:04:36 main:574] : INFO : Epoch 705 | loss: 0.0311903 | val_loss: 0.03121 | Time: 1949.75 ms [2021-01-04 20:04:38 main:574] : INFO : Epoch 706 | loss: 0.0311906 | val_loss: 0.0312084 | Time: 1957.28 ms [2021-01-04 20:04:40 main:574] : INFO : Epoch 707 | loss: 0.0311919 | val_loss: 0.031209 | Time: 1944.96 ms [2021-01-04 20:04:42 main:574] : INFO : Epoch 708 | loss: 0.0311909 | val_loss: 0.0312089 | Time: 1925.64 ms [2021-01-04 20:04:44 main:574] : INFO : Epoch 709 | loss: 0.0311908 | val_loss: 0.0312079 | Time: 1951.63 ms [2021-01-04 20:04:46 main:574] : INFO : Epoch 710 | loss: 0.0311906 | val_loss: 0.0312126 | Time: 1961.91 ms [2021-01-04 20:04:48 main:574] : INFO : Epoch 711 | loss: 0.0311914 | val_loss: 0.0312093 | Time: 2001.19 ms [2021-01-04 20:04:50 main:574] : INFO : Epoch 712 | loss: 0.0311908 | val_loss: 0.0312085 | Time: 2026.72 ms [2021-01-04 20:04:52 main:574] : INFO : Epoch 713 | loss: 0.0311907 | val_loss: 0.0312083 | Time: 1949.68 ms [2021-01-04 20:04:54 main:574] : INFO : Epoch 714 | loss: 0.0311916 | val_loss: 0.0312113 | Time: 1998.28 ms [2021-01-04 20:04:56 main:574] : INFO : Epoch 715 | loss: 0.0311901 | val_loss: 0.0312079 | Time: 1996.52 ms [2021-01-04 20:04:58 main:574] : INFO : Epoch 716 | loss: 0.0311905 | val_loss: 0.0312098 | Time: 1910.2 ms [2021-01-04 20:05:00 main:574] : INFO : Epoch 717 | loss: 0.0311927 | val_loss: 0.0312071 | Time: 1973.93 ms [2021-01-04 20:05:02 main:574] : INFO : Epoch 718 | loss: 0.0311902 | val_loss: 0.0312079 | Time: 2001.8 ms [2021-01-04 20:05:04 main:574] : INFO : Epoch 719 | loss: 0.0311925 | val_loss: 0.0312141 | Time: 2013.54 ms [2021-01-04 20:05:06 main:574] : INFO : Epoch 720 | loss: 0.0311929 | val_loss: 0.0312165 | Time: 2005.74 ms [2021-01-04 20:05:08 main:574] : INFO : Epoch 721 | loss: 0.0311918 | val_loss: 0.0312063 | Time: 1998.14 ms [2021-01-04 20:05:10 main:574] : INFO : Epoch 722 | loss: 0.0311938 | val_loss: 0.0312063 | Time: 2034.24 ms [2021-01-04 20:05:12 main:574] : INFO : Epoch 723 | loss: 0.0311919 | val_loss: 0.0312083 | Time: 1972.1 ms [2021-01-04 20:05:14 main:574] : INFO : Epoch 724 | loss: 0.0311909 | val_loss: 0.0312106 | Time: 1948.34 ms [2021-01-04 20:05:16 main:574] : INFO : Epoch 725 | loss: 0.0311905 | val_loss: 0.031207 | Time: 1983.03 ms [2021-01-04 20:05:18 main:574] : INFO : Epoch 726 | loss: 0.0311897 | val_loss: 0.0312074 | Time: 1958.75 ms [2021-01-04 20:05:20 main:574] : INFO : Epoch 727 | loss: 0.0311898 | val_loss: 0.0312084 | Time: 1968.97 ms [2021-01-04 20:05:22 main:574] : INFO : Epoch 728 | loss: 0.0311898 | val_loss: 0.0312077 | Time: 2004.89 ms [2021-01-04 20:05:24 main:574] : INFO : Epoch 729 | loss: 0.0311914 | val_loss: 0.031206 | Time: 2114.83 ms [2021-01-04 20:05:26 main:574] : INFO : Epoch 730 | loss: 0.0311916 | val_loss: 0.0312083 | Time: 1965.41 ms [2021-01-04 20:05:28 main:574] : INFO : Epoch 731 | loss: 0.03119 | val_loss: 0.0312062 | Time: 1961.67 ms [2021-01-04 20:05:30 main:574] : INFO : Epoch 732 | loss: 0.0311909 | val_loss: 0.0312091 | Time: 2029.52 ms [2021-01-04 20:05:32 main:574] : INFO : Epoch 733 | loss: 0.0311914 | val_loss: 0.0312074 | Time: 2007.59 ms [2021-01-04 20:05:34 main:574] : INFO : Epoch 734 | loss: 0.0311915 | val_loss: 0.0312078 | Time: 1993.36 ms [2021-01-04 20:05:36 main:574] : INFO : Epoch 735 | loss: 0.0311909 | val_loss: 0.0312106 | Time: 1979.76 ms [2021-01-04 20:05:38 main:574] : INFO : Epoch 736 | loss: 0.0311914 | val_loss: 0.0312079 | Time: 1998.65 ms [2021-01-04 20:05:40 main:574] : INFO : Epoch 737 | loss: 0.0311899 | val_loss: 0.0312071 | Time: 1979.93 ms [2021-01-04 20:05:42 main:574] : INFO : Epoch 738 | loss: 0.03119 | val_loss: 0.031208 | Time: 2006.4 ms [2021-01-04 20:05:44 main:574] : INFO : Epoch 739 | loss: 0.0311907 | val_loss: 0.031209 | Time: 1963.15 ms [2021-01-04 20:05:46 main:574] : INFO : Epoch 740 | loss: 0.0311921 | val_loss: 0.0312067 | Time: 1961.68 ms [2021-01-04 20:05:48 main:574] : INFO : Epoch 741 | loss: 0.0311897 | val_loss: 0.0312078 | Time: 2032.1 ms [2021-01-04 20:05:50 main:574] : INFO : Epoch 742 | loss: 0.0311898 | val_loss: 0.0312052 | Time: 2040.23 ms [2021-01-04 20:05:52 main:574] : INFO : Epoch 743 | loss: 0.0311899 | val_loss: 0.0312093 | Time: 1982.33 ms [2021-01-04 20:05:54 main:574] : INFO : Epoch 744 | loss: 0.0311904 | val_loss: 0.0312064 | Time: 1992.78 ms [2021-01-04 20:05:56 main:574] : INFO : Epoch 745 | loss: 0.0311902 | val_loss: 0.0312082 | Time: 2005.81 ms [2021-01-04 20:05:58 main:574] : INFO : Epoch 746 | loss: 0.0311902 | val_loss: 0.0312078 | Time: 1997.8 ms [2021-01-04 20:06:00 main:574] : INFO : Epoch 747 | loss: 0.0311911 | val_loss: 0.0312072 | Time: 2037.35 ms [2021-01-04 20:06:02 main:574] : INFO : Epoch 748 | loss: 0.0311906 | val_loss: 0.0312063 | Time: 2008.31 ms [2021-01-04 20:06:04 main:574] : INFO : Epoch 749 | loss: 0.0311919 | val_loss: 0.0312069 | Time: 1958.28 ms [2021-01-04 20:06:06 main:574] : INFO : Epoch 750 | loss: 0.0311932 | val_loss: 0.031208 | Time: 1990.78 ms [2021-01-04 20:06:08 main:574] : INFO : Epoch 751 | loss: 0.0311913 | val_loss: 0.0312028 | Time: 1970.44 ms [2021-01-04 20:06:10 main:574] : INFO : Epoch 752 | loss: 0.0311904 | val_loss: 0.0312056 | Time: 1993.25 ms [2021-01-04 20:06:12 main:574] : INFO : Epoch 753 | loss: 0.0311901 | val_loss: 0.0312079 | Time: 1939.3 ms [2021-01-04 20:06:14 main:574] : INFO : Epoch 754 | loss: 0.0311902 | val_loss: 0.0312089 | Time: 1975.95 ms [2021-01-04 20:06:16 main:574] : INFO : Epoch 755 | loss: 0.0311906 | val_loss: 0.0312053 | Time: 2000.52 ms [2021-01-04 20:06:18 main:574] : INFO : Epoch 756 | loss: 0.0311913 | val_loss: 0.0312058 | Time: 1959.85 ms [2021-01-04 20:06:20 main:574] : INFO : Epoch 757 | loss: 0.0311904 | val_loss: 0.0312059 | Time: 2013.51 ms [2021-01-04 20:06:22 main:574] : INFO : Epoch 758 | loss: 0.0311909 | val_loss: 0.0312055 | Time: 1975.93 ms [2021-01-04 20:06:24 main:574] : INFO : Epoch 759 | loss: 0.0311909 | val_loss: 0.0312055 | Time: 2013.12 ms [2021-01-04 20:06:26 main:574] : INFO : Epoch 760 | loss: 0.0311899 | val_loss: 0.0312044 | Time: 2019.09 ms [2021-01-04 20:06:28 main:574] : INFO : Epoch 761 | loss: 0.03119 | val_loss: 0.0312057 | Time: 2044.42 ms [2021-01-04 20:06:30 main:574] : INFO : Epoch 762 | loss: 0.03119 | val_loss: 0.0312067 | Time: 1995.42 ms [2021-01-04 20:06:32 main:574] : INFO : Epoch 763 | loss: 0.03119 | val_loss: 0.0312052 | Time: 1986.17 ms [2021-01-04 20:06:34 main:574] : INFO : Epoch 764 | loss: 0.0311913 | val_loss: 0.031205 | Time: 2032.49 ms [2021-01-04 20:06:36 main:574] : INFO : Epoch 765 | loss: 0.0311925 | val_loss: 0.0312047 | Time: 2044.95 ms [2021-01-04 20:06:38 main:574] : INFO : Epoch 766 | loss: 0.0311921 | val_loss: 0.0312098 | Time: 2011.3 ms [2021-01-04 20:06:40 main:574] : INFO : Epoch 767 | loss: 0.0311907 | val_loss: 0.0312041 | Time: 2005.7 ms [2021-01-04 20:06:42 main:574] : INFO : Epoch 768 | loss: 0.0311906 | val_loss: 0.0312056 | Time: 2025.68 ms [2021-01-04 20:06:44 main:574] : INFO : Epoch 769 | loss: 0.0311907 | val_loss: 0.031204 | Time: 2022.77 ms [2021-01-04 20:06:46 main:574] : INFO : Epoch 770 | loss: 0.0311902 | val_loss: 0.031205 | Time: 2047.28 ms [2021-01-04 20:06:48 main:574] : INFO : Epoch 771 | loss: 0.0311902 | val_loss: 0.0312067 | Time: 2044.89 ms [2021-01-04 20:06:51 main:574] : INFO : Epoch 772 | loss: 0.031195 | val_loss: 0.0312213 | Time: 2016.3 ms [2021-01-04 20:06:53 main:574] : INFO : Epoch 773 | loss: 0.0311944 | val_loss: 0.0312089 | Time: 1986.32 ms [2021-01-04 20:06:55 main:574] : INFO : Epoch 774 | loss: 0.0311903 | val_loss: 0.0312051 | Time: 2008.19 ms [2021-01-04 20:06:57 main:574] : INFO : Epoch 775 | loss: 0.03119 | val_loss: 0.0312044 | Time: 2041.8 ms [2021-01-04 20:06:59 main:574] : INFO : Epoch 776 | loss: 0.0311902 | val_loss: 0.0312051 | Time: 1996.14 ms [2021-01-04 20:07:01 main:574] : INFO : Epoch 777 | loss: 0.0311924 | val_loss: 0.0312041 | Time: 2098.88 ms [2021-01-04 20:07:03 main:574] : INFO : Epoch 778 | loss: 0.0311905 | val_loss: 0.031205 | Time: 2018.52 ms [2021-01-04 20:07:05 main:574] : INFO : Epoch 779 | loss: 0.0311923 | val_loss: 0.0312042 | Time: 2040.55 ms [2021-01-04 20:07:07 main:574] : INFO : Epoch 780 | loss: 0.0311922 | val_loss: 0.0312053 | Time: 2030.7 ms [2021-01-04 20:07:09 main:574] : INFO : Epoch 781 | loss: 0.03119 | val_loss: 0.0312059 | Time: 1978.41 ms [2021-01-04 20:07:11 main:574] : INFO : Epoch 782 | loss: 0.031191 | val_loss: 0.0312049 | Time: 1998.67 ms [2021-01-04 20:07:13 main:574] : INFO : Epoch 783 | loss: 0.0311923 | val_loss: 0.0312175 | Time: 2020.81 ms [2021-01-04 20:07:15 main:574] : INFO : Epoch 784 | loss: 0.031197 | val_loss: 0.0312047 | Time: 2023.76 ms [2021-01-04 20:07:17 main:574] : INFO : Epoch 785 | loss: 0.0311924 | val_loss: 0.0312079 | Time: 2009.36 ms [2021-01-04 20:07:19 main:574] : INFO : Epoch 786 | loss: 0.0311904 | val_loss: 0.0312061 | Time: 2000.77 ms [2021-01-04 20:07:21 main:574] : INFO : Epoch 787 | loss: 0.031194 | val_loss: 0.0312081 | Time: 2006.69 ms [2021-01-04 20:07:23 main:574] : INFO : Epoch 788 | loss: 0.0311935 | val_loss: 0.0312041 | Time: 1995.59 ms [2021-01-04 20:07:25 main:574] : INFO : Epoch 789 | loss: 0.0311896 | val_loss: 0.0312107 | Time: 1998.17 ms [2021-01-04 20:07:27 main:574] : INFO : Epoch 790 | loss: 0.0311909 | val_loss: 0.0312103 | Time: 2022.22 ms [2021-01-04 20:07:29 main:574] : INFO : Epoch 791 | loss: 0.0311908 | val_loss: 0.0312056 | Time: 2028.72 ms [2021-01-04 20:07:31 main:574] : INFO : Epoch 792 | loss: 0.0311911 | val_loss: 0.0312036 | Time: 1991.13 ms [2021-01-04 20:07:33 main:574] : INFO : Epoch 793 | loss: 0.0311903 | val_loss: 0.031204 | Time: 1986.11 ms [2021-01-04 20:07:35 main:574] : INFO : Epoch 794 | loss: 0.0311904 | val_loss: 0.0312051 | Time: 2011.67 ms [2021-01-04 20:07:37 main:574] : INFO : Epoch 795 | loss: 0.03119 | val_loss: 0.0312031 | Time: 1975 ms [2021-01-04 20:07:39 main:574] : INFO : Epoch 796 | loss: 0.0311897 | val_loss: 0.0312041 | Time: 1956.33 ms [2021-01-04 20:07:41 main:574] : INFO : Epoch 797 | loss: 0.0311894 | val_loss: 0.0312044 | Time: 1931.52 ms [2021-01-04 20:07:43 main:574] : INFO : Epoch 798 | loss: 0.0311897 | val_loss: 0.0312062 | Time: 1978.25 ms [2021-01-04 20:07:45 main:574] : INFO : Epoch 799 | loss: 0.0311915 | val_loss: 0.0312049 | Time: 2001.92 ms [2021-01-04 20:07:47 main:574] : INFO : Epoch 800 | loss: 0.0311906 | val_loss: 0.0312053 | Time: 1996.49 ms [2021-01-04 20:07:49 main:574] : INFO : Epoch 801 | loss: 0.031191 | val_loss: 0.0312041 | Time: 1964.73 ms [2021-01-04 20:07:51 main:574] : INFO : Epoch 802 | loss: 0.0311929 | val_loss: 0.0312074 | Time: 1970.71 ms [2021-01-04 20:07:53 main:574] : INFO : Epoch 803 | loss: 0.0311928 | val_loss: 0.0312058 | Time: 1991.6 ms [2021-01-04 20:07:55 main:574] : INFO : Epoch 804 | loss: 0.0311918 | val_loss: 0.031203 | Time: 1964.13 ms [2021-01-04 20:07:57 main:574] : INFO : Epoch 805 | loss: 0.0311943 | val_loss: 0.031203 | Time: 1927.24 ms [2021-01-04 20:07:59 main:574] : INFO : Epoch 806 | loss: 0.0311904 | val_loss: 0.0312028 | Time: 1959.69 ms [2021-01-04 20:08:01 main:574] : INFO : Epoch 807 | loss: 0.0311902 | val_loss: 0.0312028 | Time: 1929.85 ms [2021-01-04 20:08:03 main:574] : INFO : Epoch 808 | loss: 0.0311902 | val_loss: 0.0312026 | Time: 1952.25 ms [2021-01-04 20:08:05 main:574] : INFO : Epoch 809 | loss: 0.0311903 | val_loss: 0.0312049 | Time: 1987.03 ms [2021-01-04 20:08:07 main:574] : INFO : Epoch 810 | loss: 0.0311911 | val_loss: 0.0312031 | Time: 1962.84 ms [2021-01-04 20:08:09 main:574] : INFO : Epoch 811 | loss: 0.0311922 | val_loss: 0.0312082 | Time: 1977.97 ms [2021-01-04 20:08:11 main:574] : INFO : Epoch 812 | loss: 0.0311971 | val_loss: 0.0312074 | Time: 1930.82 ms [2021-01-04 20:08:13 main:574] : INFO : Epoch 813 | loss: 0.0311967 | val_loss: 0.031208 | Time: 2036.21 ms [2021-01-04 20:08:15 main:574] : INFO : Epoch 814 | loss: 0.0311948 | val_loss: 0.0312046 | Time: 2024.79 ms [2021-01-04 20:08:17 main:574] : INFO : Epoch 815 | loss: 0.0311934 | val_loss: 0.0312055 | Time: 1958.3 ms [2021-01-04 20:08:19 main:574] : INFO : Epoch 816 | loss: 0.0311949 | val_loss: 0.0312071 | Time: 2016.58 ms [2021-01-04 20:08:21 main:574] : INFO : Epoch 817 | loss: 0.0311948 | val_loss: 0.0312042 | Time: 1987.69 ms [2021-01-04 20:08:23 main:574] : INFO : Epoch 818 | loss: 0.031192 | val_loss: 0.031207 | Time: 1986.28 ms [2021-01-04 20:08:25 main:574] : INFO : Epoch 819 | loss: 0.0311951 | val_loss: 0.0312086 | Time: 1987.76 ms [2021-01-04 20:08:27 main:574] : INFO : Epoch 820 | loss: 0.0311918 | val_loss: 0.0312039 | Time: 1937.56 ms [2021-01-04 20:08:29 main:574] : INFO : Epoch 821 | loss: 0.0311908 | val_loss: 0.0312044 | Time: 2010.88 ms [2021-01-04 20:08:31 main:574] : INFO : Epoch 822 | loss: 0.031191 | val_loss: 0.0312044 | Time: 1966.57 ms [2021-01-04 20:08:33 main:574] : INFO : Epoch 823 | loss: 0.031194 | val_loss: 0.0312047 | Time: 1934.2 ms [2021-01-04 20:08:35 main:574] : INFO : Epoch 824 | loss: 0.0311918 | val_loss: 0.0312027 | Time: 1970.92 ms [2021-01-04 20:08:37 main:574] : INFO : Epoch 825 | loss: 0.0311907 | val_loss: 0.0312036 | Time: 1958.6 ms [2021-01-04 20:08:39 main:574] : INFO : Epoch 826 | loss: 0.0311916 | val_loss: 0.0312034 | Time: 1982.29 ms [2021-01-04 20:08:40 main:574] : INFO : Epoch 827 | loss: 0.0311911 | val_loss: 0.0312034 | Time: 1920.33 ms [2021-01-04 20:08:42 main:574] : INFO : Epoch 828 | loss: 0.0311921 | val_loss: 0.0312071 | Time: 1957.9 ms [2021-01-04 20:08:44 main:574] : INFO : Epoch 829 | loss: 0.0311927 | val_loss: 0.0312043 | Time: 1931.79 ms [2021-01-04 20:08:46 main:574] : INFO : Epoch 830 | loss: 0.0311917 | val_loss: 0.0312056 | Time: 1984.01 ms [2021-01-04 20:08:48 main:574] : INFO : Epoch 831 | loss: 0.0311919 | val_loss: 0.0312035 | Time: 1974.91 ms [2021-01-04 20:08:50 main:574] : INFO : Epoch 832 | loss: 0.0311932 | val_loss: 0.0312039 | Time: 1961.63 ms [2021-01-04 20:08:52 main:574] : INFO : Epoch 833 | loss: 0.0311935 | val_loss: 0.0312026 | Time: 1942.74 ms [2021-01-04 20:08:54 main:574] : INFO : Epoch 834 | loss: 0.0311916 | val_loss: 0.0312044 | Time: 1980.17 ms [2021-01-04 20:08:56 main:574] : INFO : Epoch 835 | loss: 0.031192 | val_loss: 0.0312035 | Time: 1966.69 ms [2021-01-04 20:08:58 main:574] : INFO : Epoch 836 | loss: 0.0311933 | val_loss: 0.0312039 | Time: 1954.64 ms [2021-01-04 20:09:00 main:574] : INFO : Epoch 837 | loss: 0.0311914 | val_loss: 0.0312058 | Time: 1954.65 ms [2021-01-04 20:09:02 main:574] : INFO : Epoch 838 | loss: 0.0311917 | val_loss: 0.0312042 | Time: 1984.21 ms [2021-01-04 20:09:04 main:574] : INFO : Epoch 839 | loss: 0.0311917 | val_loss: 0.0312037 | Time: 2014.99 ms [2021-01-04 20:09:06 main:574] : INFO : Epoch 840 | loss: 0.0311915 | val_loss: 0.031212 | Time: 1966.42 ms [2021-01-04 20:09:08 main:574] : INFO : Epoch 841 | loss: 0.0311941 | val_loss: 0.0312052 | Time: 1966.56 ms [2021-01-04 20:09:10 main:574] : INFO : Epoch 842 | loss: 0.031191 | val_loss: 0.0312035 | Time: 1966.49 ms [2021-01-04 20:09:12 main:574] : INFO : Epoch 843 | loss: 0.0311921 | val_loss: 0.0312037 | Time: 2004.78 ms [2021-01-04 20:09:14 main:574] : INFO : Epoch 844 | loss: 0.031193 | val_loss: 0.0312056 | Time: 1963.86 ms [2021-01-04 20:09:16 main:574] : INFO : Epoch 845 | loss: 0.0311916 | val_loss: 0.0312046 | Time: 1953.79 ms [2021-01-04 20:09:18 main:574] : INFO : Epoch 846 | loss: 0.031192 | val_loss: 0.031205 | Time: 1969.14 ms [2021-01-04 20:09:20 main:574] : INFO : Epoch 847 | loss: 0.0311943 | val_loss: 0.031204 | Time: 1965.67 ms [2021-01-04 20:09:22 main:574] : INFO : Epoch 848 | loss: 0.0311942 | val_loss: 0.0312047 | Time: 1984.92 ms [2021-01-04 20:09:24 main:574] : INFO : Epoch 849 | loss: 0.0311924 | val_loss: 0.0312034 | Time: 1980.09 ms [2021-01-04 20:09:26 main:574] : INFO : Epoch 850 | loss: 0.0311926 | val_loss: 0.031207 | Time: 1981.37 ms [2021-01-04 20:09:28 main:574] : INFO : Epoch 851 | loss: 0.0311918 | val_loss: 0.0312031 | Time: 2011.8 ms [2021-01-04 20:09:30 main:574] : INFO : Epoch 852 | loss: 0.031192 | val_loss: 0.0312035 | Time: 1995.06 ms [2021-01-04 20:09:32 main:574] : INFO : Epoch 853 | loss: 0.0311912 | val_loss: 0.0312037 | Time: 2026.56 ms [2021-01-04 20:09:34 main:574] : INFO : Epoch 854 | loss: 0.0311916 | val_loss: 0.0312058 | Time: 2001.96 ms [2021-01-04 20:09:36 main:574] : INFO : Epoch 855 | loss: 0.0311922 | val_loss: 0.0312101 | Time: 2008.89 ms [2021-01-04 20:09:38 main:574] : INFO : Epoch 856 | loss: 0.0311933 | val_loss: 0.0312036 | Time: 2006.72 ms [2021-01-04 20:09:40 main:574] : INFO : Epoch 857 | loss: 0.0311913 | val_loss: 0.0312066 | Time: 2004.11 ms [2021-01-04 20:09:42 main:574] : INFO : Epoch 858 | loss: 0.0311915 | val_loss: 0.0312051 | Time: 2015.36 ms [2021-01-04 20:09:44 main:574] : INFO : Epoch 859 | loss: 0.0311925 | val_loss: 0.0312109 | Time: 2005.7 ms [2021-01-04 20:09:46 main:574] : INFO : Epoch 860 | loss: 0.0311944 | val_loss: 0.0312071 | Time: 2012.47 ms [2021-01-04 20:09:48 main:574] : INFO : Epoch 861 | loss: 0.0311932 | val_loss: 0.0312084 | Time: 1959.25 ms [2021-01-04 20:09:50 main:574] : INFO : Epoch 862 | loss: 0.0311936 | val_loss: 0.0312095 | Time: 2012.86 ms [2021-01-04 20:09:52 main:574] : INFO : Epoch 863 | loss: 0.0311938 | val_loss: 0.0312046 | Time: 2017.11 ms [2021-01-04 20:09:54 main:574] : INFO : Epoch 864 | loss: 0.0311918 | val_loss: 0.0312053 | Time: 2011.95 ms [2021-01-04 20:09:56 main:574] : INFO : Epoch 865 | loss: 0.0311932 | val_loss: 0.0312111 | Time: 1995.42 ms [2021-01-04 20:09:58 main:574] : INFO : Epoch 866 | loss: 0.0311939 | val_loss: 0.0312038 | Time: 1952.07 ms [2021-01-04 20:10:00 main:574] : INFO : Epoch 867 | loss: 0.0311919 | val_loss: 0.0312063 | Time: 1945.33 ms [2021-01-04 20:10:02 main:574] : INFO : Epoch 868 | loss: 0.0311935 | val_loss: 0.0312064 | Time: 1936.83 ms [2021-01-04 20:10:04 main:574] : INFO : Epoch 869 | loss: 0.0311913 | val_loss: 0.0312049 | Time: 1912.16 ms [2021-01-04 20:10:06 main:574] : INFO : Epoch 870 | loss: 0.031191 | val_loss: 0.0312054 | Time: 1887.11 ms [2021-01-04 20:10:08 main:574] : INFO : Epoch 871 | loss: 0.0311915 | val_loss: 0.0312105 | Time: 1973.03 ms [2021-01-04 20:10:10 main:574] : INFO : Epoch 872 | loss: 0.0311922 | val_loss: 0.0312036 | Time: 1974.85 ms [2021-01-04 20:10:12 main:574] : INFO : Epoch 873 | loss: 0.0311936 | val_loss: 0.0312064 | Time: 1928.79 ms [2021-01-04 20:10:14 main:574] : INFO : Epoch 874 | loss: 0.0311928 | val_loss: 0.0312044 | Time: 1971.47 ms [2021-01-04 20:10:16 main:574] : INFO : Epoch 875 | loss: 0.0311946 | val_loss: 0.0312088 | Time: 1977.67 ms [2021-01-04 20:10:18 main:574] : INFO : Epoch 876 | loss: 0.0311925 | val_loss: 0.0312045 | Time: 1990.49 ms [2021-01-04 20:10:20 main:574] : INFO : Epoch 877 | loss: 0.0311934 | val_loss: 0.0312095 | Time: 1966.73 ms [2021-01-04 20:10:22 main:574] : INFO : Epoch 878 | loss: 0.0311936 | val_loss: 0.0312043 | Time: 1974.39 ms [2021-01-04 20:10:24 main:574] : INFO : Epoch 879 | loss: 0.0311914 | val_loss: 0.0312046 | Time: 1911.85 ms [2021-01-04 20:10:26 main:574] : INFO : Epoch 880 | loss: 0.031191 | val_loss: 0.0312044 | Time: 1923.66 ms [2021-01-04 20:10:28 main:574] : INFO : Epoch 881 | loss: 0.0311907 | val_loss: 0.031203 | Time: 1948.02 ms [2021-01-04 20:10:30 main:574] : INFO : Epoch 882 | loss: 0.0311907 | val_loss: 0.031207 | Time: 1981.5 ms [2021-01-04 20:10:32 main:574] : INFO : Epoch 883 | loss: 0.0311908 | val_loss: 0.0312046 | Time: 1995.31 ms [2021-01-04 20:10:34 main:574] : INFO : Epoch 884 | loss: 0.0311917 | val_loss: 0.0312038 | Time: 1982.23 ms [2021-01-04 20:10:36 main:574] : INFO : Epoch 885 | loss: 0.0311916 | val_loss: 0.0312033 | Time: 1984.32 ms [2021-01-04 20:10:38 main:574] : INFO : Epoch 886 | loss: 0.0311912 | val_loss: 0.0312046 | Time: 1976.92 ms [2021-01-04 20:10:40 main:574] : INFO : Epoch 887 | loss: 0.0311907 | val_loss: 0.0312036 | Time: 1980.87 ms [2021-01-04 20:10:42 main:574] : INFO : Epoch 888 | loss: 0.0311905 | val_loss: 0.0312033 | Time: 1945.79 ms [2021-01-04 20:10:44 main:574] : INFO : Epoch 889 | loss: 0.0311932 | val_loss: 0.0312054 | Time: 1980.99 ms [2021-01-04 20:10:45 main:574] : INFO : Epoch 890 | loss: 0.0311929 | val_loss: 0.0312057 | Time: 1891.77 ms [2021-01-04 20:10:47 main:574] : INFO : Epoch 891 | loss: 0.0311927 | val_loss: 0.0312151 | Time: 1975.41 ms [2021-01-04 20:10:49 main:574] : INFO : Epoch 892 | loss: 0.0311939 | val_loss: 0.0312058 | Time: 2004.34 ms [2021-01-04 20:10:51 main:574] : INFO : Epoch 893 | loss: 0.0311912 | val_loss: 0.0312038 | Time: 1977.01 ms [2021-01-04 20:10:53 main:574] : INFO : Epoch 894 | loss: 0.0311907 | val_loss: 0.0312052 | Time: 1983.13 ms [2021-01-04 20:10:55 main:574] : INFO : Epoch 895 | loss: 0.0311909 | val_loss: 0.0312052 | Time: 1937.83 ms [2021-01-04 20:10:57 main:574] : INFO : Epoch 896 | loss: 0.0311915 | val_loss: 0.0312101 | Time: 1938.27 ms [2021-01-04 20:10:59 main:574] : INFO : Epoch 897 | loss: 0.0311906 | val_loss: 0.0312042 | Time: 1967.88 ms [2021-01-04 20:11:01 main:574] : INFO : Epoch 898 | loss: 0.0311911 | val_loss: 0.0312044 | Time: 1986.85 ms [2021-01-04 20:11:03 main:574] : INFO : Epoch 899 | loss: 0.0311925 | val_loss: 0.0312121 | Time: 1961.28 ms [2021-01-04 20:11:05 main:574] : INFO : Epoch 900 | loss: 0.0311922 | val_loss: 0.0312051 | Time: 1920.28 ms [2021-01-04 20:11:07 main:574] : INFO : Epoch 901 | loss: 0.0311932 | val_loss: 0.0312085 | Time: 1970.61 ms [2021-01-04 20:11:09 main:574] : INFO : Epoch 902 | loss: 0.0311911 | val_loss: 0.0312035 | Time: 1876.8 ms [2021-01-04 20:11:11 main:574] : INFO : Epoch 903 | loss: 0.0311914 | val_loss: 0.0312062 | Time: 1878.65 ms [2021-01-04 20:11:13 main:574] : INFO : Epoch 904 | loss: 0.0311968 | val_loss: 0.0312054 | Time: 1974 ms [2021-01-04 20:11:15 main:574] : INFO : Epoch 905 | loss: 0.0311912 | val_loss: 0.031203 | Time: 1904.59 ms [2021-01-04 20:11:17 main:574] : INFO : Epoch 906 | loss: 0.0311925 | val_loss: 0.0312033 | Time: 1974.15 ms [2021-01-04 20:11:19 main:574] : INFO : Epoch 907 | loss: 0.0311906 | val_loss: 0.0312055 | Time: 1920.69 ms [2021-01-04 20:11:21 main:574] : INFO : Epoch 908 | loss: 0.0311913 | val_loss: 0.031204 | Time: 1935.79 ms [2021-01-04 20:11:23 main:574] : INFO : Epoch 909 | loss: 0.0311936 | val_loss: 0.0312056 | Time: 1943.27 ms [2021-01-04 20:11:25 main:574] : INFO : Epoch 910 | loss: 0.0311906 | val_loss: 0.0312043 | Time: 1938.73 ms [2021-01-04 20:11:27 main:574] : INFO : Epoch 911 | loss: 0.0311897 | val_loss: 0.0312031 | Time: 1990.95 ms [2021-01-04 20:11:29 main:574] : INFO : Epoch 912 | loss: 0.0311895 | val_loss: 0.0312027 | Time: 1974.45 ms [2021-01-04 20:11:31 main:574] : INFO : Epoch 913 | loss: 0.0311901 | val_loss: 0.0312034 | Time: 1997.15 ms [2021-01-04 20:11:33 main:574] : INFO : Epoch 914 | loss: 0.0311913 | val_loss: 0.031203 | Time: 1954.2 ms [2021-01-04 20:11:35 main:574] : INFO : Epoch 915 | loss: 0.0311914 | val_loss: 0.0312034 | Time: 2041.9 ms [2021-01-04 20:11:37 main:574] : INFO : Epoch 916 | loss: 0.0311905 | val_loss: 0.031205 | Time: 2001.25 ms [2021-01-04 20:11:39 main:574] : INFO : Epoch 917 | loss: 0.0311912 | val_loss: 0.0312057 | Time: 2041.74 ms [2021-01-04 20:11:41 main:574] : INFO : Epoch 918 | loss: 0.0311912 | val_loss: 0.0312086 | Time: 1955.92 ms [2021-01-04 20:11:43 main:574] : INFO : Epoch 919 | loss: 0.0311976 | val_loss: 0.0312164 | Time: 2030.91 ms [2021-01-04 20:11:45 main:574] : INFO : Epoch 920 | loss: 0.0311919 | val_loss: 0.0312039 | Time: 1988.31 ms [2021-01-04 20:11:47 main:574] : INFO : Epoch 921 | loss: 0.03119 | val_loss: 0.0312038 | Time: 2015.68 ms [2021-01-04 20:11:49 main:574] : INFO : Epoch 922 | loss: 0.0311905 | val_loss: 0.0312037 | Time: 2013.4 ms [2021-01-04 20:11:51 main:574] : INFO : Epoch 923 | loss: 0.0311919 | val_loss: 0.0312023 | Time: 2027.99 ms [2021-01-04 20:11:53 main:574] : INFO : Epoch 924 | loss: 0.0311916 | val_loss: 0.0312058 | Time: 2008.53 ms [2021-01-04 20:11:55 main:574] : INFO : Epoch 925 | loss: 0.031192 | val_loss: 0.0312074 | Time: 2076.92 ms [2021-01-04 20:11:57 main:574] : INFO : Epoch 926 | loss: 0.0311933 | val_loss: 0.0312044 | Time: 1970.4 ms [2021-01-04 20:11:59 main:574] : INFO : Epoch 927 | loss: 0.0311932 | val_loss: 0.03121 | Time: 1960.51 ms [2021-01-04 20:12:01 main:574] : INFO : Epoch 928 | loss: 0.0311913 | val_loss: 0.0312037 | Time: 2004.8 ms [2021-01-04 20:12:03 main:574] : INFO : Epoch 929 | loss: 0.0311897 | val_loss: 0.0312051 | Time: 2004.67 ms [2021-01-04 20:12:05 main:574] : INFO : Epoch 930 | loss: 0.0311905 | val_loss: 0.031204 | Time: 2002.91 ms [2021-01-04 20:12:07 main:574] : INFO : Epoch 931 | loss: 0.0311897 | val_loss: 0.0312057 | Time: 1997.65 ms [2021-01-04 20:12:09 main:574] : INFO : Epoch 932 | loss: 0.0311896 | val_loss: 0.031203 | Time: 1997.21 ms [2021-01-04 20:12:11 main:574] : INFO : Epoch 933 | loss: 0.0311922 | val_loss: 0.0312123 | Time: 1967.61 ms [2021-01-04 20:12:13 main:574] : INFO : Epoch 934 | loss: 0.0311934 | val_loss: 0.0312048 | Time: 1970.06 ms [2021-01-04 20:12:15 main:574] : INFO : Epoch 935 | loss: 0.0311944 | val_loss: 0.0312063 | Time: 1997.45 ms [2021-01-04 20:12:17 main:574] : INFO : Epoch 936 | loss: 0.0311904 | val_loss: 0.031204 | Time: 1976.27 ms [2021-01-04 20:12:19 main:574] : INFO : Epoch 937 | loss: 0.0311894 | val_loss: 0.0312051 | Time: 2007.59 ms [2021-01-04 20:12:21 main:574] : INFO : Epoch 938 | loss: 0.0311919 | val_loss: 0.0312025 | Time: 1998.1 ms [2021-01-04 20:12:23 main:574] : INFO : Epoch 939 | loss: 0.0311911 | val_loss: 0.0312027 | Time: 2000.56 ms [2021-01-04 20:12:25 main:574] : INFO : Epoch 940 | loss: 0.0311908 | val_loss: 0.0312055 | Time: 1985.66 ms [2021-01-04 20:12:27 main:574] : INFO : Epoch 941 | loss: 0.0311914 | val_loss: 0.0312032 | Time: 1999.15 ms [2021-01-04 20:12:29 main:574] : INFO : Epoch 942 | loss: 0.0311897 | val_loss: 0.0312047 | Time: 2001.27 ms [2021-01-04 20:12:31 main:574] : INFO : Epoch 943 | loss: 0.0311902 | val_loss: 0.0312061 | Time: 2031.16 ms [2021-01-04 20:12:33 main:574] : INFO : Epoch 944 | loss: 0.0311917 | val_loss: 0.0312036 | Time: 2025.96 ms [2021-01-04 20:12:35 main:574] : INFO : Epoch 945 | loss: 0.0311898 | val_loss: 0.0312048 | Time: 2049.06 ms [2021-01-04 20:12:37 main:574] : INFO : Epoch 946 | loss: 0.03119 | val_loss: 0.0312037 | Time: 2005.04 ms [2021-01-04 20:12:39 main:574] : INFO : Epoch 947 | loss: 0.0311905 | val_loss: 0.0312061 | Time: 1997.58 ms [2021-01-04 20:12:41 main:574] : INFO : Epoch 948 | loss: 0.0311902 | val_loss: 0.0312035 | Time: 2095.64 ms [2021-01-04 20:12:43 main:574] : INFO : Epoch 949 | loss: 0.0311936 | val_loss: 0.0312049 | Time: 2076.85 ms [2021-01-04 20:12:45 main:574] : INFO : Epoch 950 | loss: 0.0311937 | val_loss: 0.0312069 | Time: 2070.09 ms [2021-01-04 20:12:47 main:574] : INFO : Epoch 951 | loss: 0.0311937 | val_loss: 0.0312061 | Time: 2046.15 ms [2021-01-04 20:12:49 main:574] : INFO : Epoch 952 | loss: 0.0311927 | val_loss: 0.031205 | Time: 2021.52 ms [2021-01-04 20:12:51 main:574] : INFO : Epoch 953 | loss: 0.0311938 | val_loss: 0.0312049 | Time: 2005.24 ms [2021-01-04 20:12:54 main:574] : INFO : Epoch 954 | loss: 0.0311913 | val_loss: 0.0312044 | Time: 2018.58 ms [2021-01-04 20:12:56 main:574] : INFO : Epoch 955 | loss: 0.0311914 | val_loss: 0.0312065 | Time: 2041.1 ms [2021-01-04 20:12:58 main:574] : INFO : Epoch 956 | loss: 0.0311912 | val_loss: 0.0312049 | Time: 2035.53 ms [2021-01-04 20:13:00 main:574] : INFO : Epoch 957 | loss: 0.0311915 | val_loss: 0.031204 | Time: 2088.61 ms [2021-01-04 20:13:02 main:574] : INFO : Epoch 958 | loss: 0.0311919 | val_loss: 0.0312045 | Time: 2060.24 ms [2021-01-04 20:13:04 main:574] : INFO : Epoch 959 | loss: 0.0311912 | val_loss: 0.0312065 | Time: 2081.99 ms [2021-01-04 20:13:06 main:574] : INFO : Epoch 960 | loss: 0.0311913 | val_loss: 0.0312042 | Time: 2037.73 ms [2021-01-04 20:13:08 main:574] : INFO : Epoch 961 | loss: 0.0311906 | val_loss: 0.0312049 | Time: 2021.87 ms [2021-01-04 20:13:10 main:574] : INFO : Epoch 962 | loss: 0.0311898 | val_loss: 0.0312038 | Time: 1979.95 ms [2021-01-04 20:13:12 main:574] : INFO : Epoch 963 | loss: 0.0311897 | val_loss: 0.0312046 | Time: 2016.27 ms [2021-01-04 20:13:14 main:574] : INFO : Epoch 964 | loss: 0.0311919 | val_loss: 0.031205 | Time: 2018.43 ms [2021-01-04 20:13:16 main:574] : INFO : Epoch 965 | loss: 0.0311926 | val_loss: 0.0312084 | Time: 2060.82 ms [2021-01-04 20:13:18 main:574] : INFO : Epoch 966 | loss: 0.0311909 | val_loss: 0.031204 | Time: 2059.11 ms [2021-01-04 20:13:20 main:574] : INFO : Epoch 967 | loss: 0.0311914 | val_loss: 0.0312038 | Time: 2013.34 ms [2021-01-04 20:13:22 main:574] : INFO : Epoch 968 | loss: 0.0311908 | val_loss: 0.0312062 | Time: 2065.47 ms [2021-01-04 20:13:24 main:574] : INFO : Epoch 969 | loss: 0.0311964 | val_loss: 0.0312187 | Time: 2041.42 ms [2021-01-04 20:13:26 main:574] : INFO : Epoch 970 | loss: 0.0311992 | val_loss: 0.0312062 | Time: 2040.48 ms [2021-01-04 20:13:28 main:574] : INFO : Epoch 971 | loss: 0.0311916 | val_loss: 0.0312036 | Time: 2035.35 ms [2021-01-04 20:13:30 main:574] : INFO : Epoch 972 | loss: 0.031191 | val_loss: 0.0312065 | Time: 2059.77 ms [2021-01-04 20:13:32 main:574] : INFO : Epoch 973 | loss: 0.03119 | val_loss: 0.0312035 | Time: 2000.96 ms [2021-01-04 20:13:35 main:574] : INFO : Epoch 974 | loss: 0.0311896 | val_loss: 0.0312043 | Time: 2047.14 ms [2021-01-04 20:13:37 main:574] : INFO : Epoch 975 | loss: 0.03119 | val_loss: 0.0312043 | Time: 2060.04 ms [2021-01-04 20:13:39 main:574] : INFO : Epoch 976 | loss: 0.031191 | val_loss: 0.0312036 | Time: 2031.01 ms [2021-01-04 20:13:41 main:574] : INFO : Epoch 977 | loss: 0.031193 | val_loss: 0.031207 | Time: 2004.35 ms [2021-01-04 20:13:43 main:574] : INFO : Epoch 978 | loss: 0.031194 | val_loss: 0.0312053 | Time: 2056.41 ms [2021-01-04 20:13:45 main:574] : INFO : Epoch 979 | loss: 0.0311938 | val_loss: 0.0312046 | Time: 2011.93 ms [2021-01-04 20:13:47 main:574] : INFO : Epoch 980 | loss: 0.031191 | val_loss: 0.0312041 | Time: 2094.73 ms [2021-01-04 20:13:49 main:574] : INFO : Epoch 981 | loss: 0.0311909 | val_loss: 0.0312049 | Time: 2028.97 ms [2021-01-04 20:13:51 main:574] : INFO : Epoch 982 | loss: 0.0311909 | val_loss: 0.0312041 | Time: 2043.8 ms [2021-01-04 20:13:53 main:574] : INFO : Epoch 983 | loss: 0.0311904 | val_loss: 0.0312036 | Time: 2054.63 ms [2021-01-04 20:13:55 main:574] : INFO : Epoch 984 | loss: 0.0311922 | val_loss: 0.0312044 | Time: 2024.24 ms [2021-01-04 20:13:57 main:574] : INFO : Epoch 985 | loss: 0.0311946 | val_loss: 0.0312077 | Time: 2088.48 ms [2021-01-04 20:13:59 main:574] : INFO : Epoch 986 | loss: 0.0311945 | val_loss: 0.0312048 | Time: 2062.32 ms [2021-01-04 20:14:01 main:574] : INFO : Epoch 987 | loss: 0.0311918 | val_loss: 0.0312045 | Time: 2064.63 ms [2021-01-04 20:14:03 main:574] : INFO : Epoch 988 | loss: 0.0311909 | val_loss: 0.0312044 | Time: 2036.53 ms [2021-01-04 20:14:05 main:574] : INFO : Epoch 989 | loss: 0.0311914 | val_loss: 0.0312077 | Time: 2075.48 ms [2021-01-04 20:14:08 main:574] : INFO : Epoch 990 | loss: 0.031193 | val_loss: 0.0312035 | Time: 2037.1 ms [2021-01-04 20:14:10 main:574] : INFO : Epoch 991 | loss: 0.0311958 | val_loss: 0.0312083 | Time: 1995.34 ms [2021-01-04 20:14:12 main:574] : INFO : Epoch 992 | loss: 0.0311915 | val_loss: 0.0312054 | Time: 2039.89 ms [2021-01-04 20:14:14 main:574] : INFO : Epoch 993 | loss: 0.0311914 | val_loss: 0.0312054 | Time: 2045.97 ms [2021-01-04 20:14:16 main:574] : INFO : Epoch 994 | loss: 0.0311918 | val_loss: 0.0312065 | Time: 1994.25 ms [2021-01-04 20:14:18 main:574] : INFO : Epoch 995 | loss: 0.0311903 | val_loss: 0.0312046 | Time: 1976.15 ms [2021-01-04 20:14:20 main:574] : INFO : Epoch 996 | loss: 0.0311926 | val_loss: 0.0312044 | Time: 2026.42 ms [2021-01-04 20:14:22 main:574] : INFO : Epoch 997 | loss: 0.0311947 | val_loss: 0.0312035 | Time: 1985.78 ms [2021-01-04 20:14:24 main:574] : INFO : Epoch 998 | loss: 0.0311915 | val_loss: 0.031205 | Time: 2023.87 ms [2021-01-04 20:14:26 main:574] : INFO : Epoch 999 | loss: 0.0311903 | val_loss: 0.0312041 | Time: 2017.03 ms [2021-01-04 20:14:28 main:574] : INFO : Epoch 1000 | loss: 0.0311915 | val_loss: 0.0312065 | Time: 1991.98 ms [2021-01-04 20:14:30 main:574] : INFO : Epoch 1001 | loss: 0.031193 | val_loss: 0.0312136 | Time: 2029.57 ms [2021-01-04 20:14:32 main:574] : INFO : Epoch 1002 | loss: 0.0311947 | val_loss: 0.0312066 | Time: 1953.63 ms [2021-01-04 20:14:34 main:574] : INFO : Epoch 1003 | loss: 0.0311927 | val_loss: 0.0312044 | Time: 2037.34 ms [2021-01-04 20:14:36 main:574] : INFO : Epoch 1004 | loss: 0.0311915 | val_loss: 0.0312034 | Time: 2037.4 ms [2021-01-04 20:14:38 main:574] : INFO : Epoch 1005 | loss: 0.0311899 | val_loss: 0.0312061 | Time: 2037.79 ms [2021-01-04 20:14:40 main:574] : INFO : Epoch 1006 | loss: 0.0311913 | val_loss: 0.0312045 | Time: 1997.2 ms [2021-01-04 20:14:42 main:574] : INFO : Epoch 1007 | loss: 0.0311929 | val_loss: 0.0312074 | Time: 2053.16 ms [2021-01-04 20:14:44 main:574] : INFO : Epoch 1008 | loss: 0.031191 | val_loss: 0.0312046 | Time: 1954.8 ms [2021-01-04 20:14:46 main:574] : INFO : Epoch 1009 | loss: 0.0311907 | val_loss: 0.0312047 | Time: 1987.65 ms [2021-01-04 20:14:48 main:574] : INFO : Epoch 1010 | loss: 0.0311912 | val_loss: 0.0312087 | Time: 2016.11 ms [2021-01-04 20:14:50 main:574] : INFO : Epoch 1011 | loss: 0.0311937 | val_loss: 0.0312133 | Time: 2023.18 ms [2021-01-04 20:14:52 main:574] : INFO : Epoch 1012 | loss: 0.031197 | val_loss: 0.0312076 | Time: 2035.69 ms [2021-01-04 20:14:54 main:574] : INFO : Epoch 1013 | loss: 0.0311915 | val_loss: 0.0312076 | Time: 2038.17 ms [2021-01-04 20:14:56 main:574] : INFO : Epoch 1014 | loss: 0.0311909 | val_loss: 0.0312041 | Time: 2050.39 ms [2021-01-04 20:14:58 main:574] : INFO : Epoch 1015 | loss: 0.0311918 | val_loss: 0.0312055 | Time: 2042.06 ms [2021-01-04 20:15:00 main:574] : INFO : Epoch 1016 | loss: 0.0311912 | val_loss: 0.0312051 | Time: 2053.27 ms [2021-01-04 20:15:02 main:574] : INFO : Epoch 1017 | loss: 0.0311927 | val_loss: 0.0312148 | Time: 2012.24 ms [2021-01-04 20:15:04 main:574] : INFO : Epoch 1018 | loss: 0.0311938 | val_loss: 0.031206 | Time: 2055.07 ms [2021-01-04 20:15:06 main:574] : INFO : Epoch 1019 | loss: 0.0311912 | val_loss: 0.0312079 | Time: 2035.4 ms [2021-01-04 20:15:08 main:574] : INFO : Epoch 1020 | loss: 0.0311908 | val_loss: 0.031206 | Time: 1977.04 ms [2021-01-04 20:15:10 main:574] : INFO : Epoch 1021 | loss: 0.0311905 | val_loss: 0.0312068 | Time: 2007.9 ms [2021-01-04 20:15:12 main:574] : INFO : Epoch 1022 | loss: 0.0311906 | val_loss: 0.0312058 | Time: 2004.29 ms [2021-01-04 20:15:15 main:574] : INFO : Epoch 1023 | loss: 0.0311915 | val_loss: 0.0312044 | Time: 2048.91 ms [2021-01-04 20:15:17 main:574] : INFO : Epoch 1024 | loss: 0.0311908 | val_loss: 0.0312038 | Time: 2038.91 ms [2021-01-04 20:15:17 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312038 [2021-01-04 20:15:17 main:603] : INFO : Saving end state to config to file [2021-01-04 20:15:17 main:608] : INFO : Success, exiting.. 20:15:17 (24992): called boinc_finish(0) </stderr_txt> 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©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)