Task 3527982
| Name | ParityMachine-1605455187-25407-14_1 |
| Workunit | 1725606 |
| Created | 4 Jan 2021, 16:37:36 UTC |
| Sent | 4 Jan 2021, 17:55:05 UTC |
| Report deadline | 11 Jan 2021, 17:55:05 UTC |
| Received | 4 Jan 2021, 20:19:58 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5168 |
| Run time | 35 min 48 sec |
| CPU time | 35 min 4 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,144.51 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.61 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> O : Epoch 514 | loss: 0.0312189 | val_loss: 0.031219 | Time: 2042.16 ms [2021-01-04 20:49:54 main:574] : INFO : Epoch 515 | loss: 0.0312194 | val_loss: 0.0312186 | Time: 2050.09 ms [2021-01-04 20:49:56 main:574] : INFO : Epoch 516 | loss: 0.0312174 | val_loss: 0.0312174 | Time: 2019.48 ms [2021-01-04 20:49:58 main:574] : INFO : Epoch 517 | loss: 0.0312162 | val_loss: 0.0312168 | Time: 2141.81 ms [2021-01-04 20:50:00 main:574] : INFO : Epoch 518 | loss: 0.0312159 | val_loss: 0.031216 | Time: 2155.33 ms [2021-01-04 20:50:02 main:574] : INFO : Epoch 519 | loss: 0.031216 | val_loss: 0.0312151 | Time: 2133.11 ms [2021-01-04 20:50:04 main:574] : INFO : Epoch 520 | loss: 0.0312154 | val_loss: 0.0312151 | Time: 2053.7 ms [2021-01-04 20:50:06 main:574] : INFO : Epoch 521 | loss: 0.0312151 | val_loss: 0.0312138 | Time: 1995.1 ms [2021-01-04 20:50:08 main:574] : INFO : Epoch 522 | loss: 0.0312133 | val_loss: 0.031213 | Time: 2041.52 ms [2021-01-04 20:50:10 main:574] : INFO : Epoch 523 | loss: 0.0312127 | val_loss: 0.0312136 | Time: 2053.04 ms [2021-01-04 20:50:12 main:574] : INFO : Epoch 524 | loss: 0.0312134 | val_loss: 0.0312133 | Time: 2052.16 ms [2021-01-04 20:50:15 main:574] : INFO : Epoch 525 | loss: 0.0312119 | val_loss: 0.0312137 | Time: 2061.03 ms [2021-01-04 20:50:17 main:574] : INFO : Epoch 526 | loss: 0.0312119 | val_loss: 0.031212 | Time: 2103.52 ms [2021-01-04 20:50:19 main:574] : INFO : Epoch 527 | loss: 0.0312124 | val_loss: 0.0312111 | Time: 2045.27 ms [2021-01-04 20:50:21 main:574] : INFO : Epoch 528 | loss: 0.0312131 | val_loss: 0.031213 | Time: 2069.31 ms [2021-01-04 20:50:23 main:574] : INFO : Epoch 529 | loss: 0.0312125 | val_loss: 0.03121 | Time: 2041.78 ms [2021-01-04 20:50:25 main:574] : INFO : Epoch 530 | loss: 0.0312098 | val_loss: 0.0312105 | Time: 2042.54 ms [2021-01-04 20:50:27 main:574] : INFO : Epoch 531 | loss: 0.0312095 | val_loss: 0.0312087 | Time: 2063.56 ms [2021-01-04 20:50:29 main:574] : INFO : Epoch 532 | loss: 0.0312079 | val_loss: 0.0312082 | Time: 2081.01 ms [2021-01-04 20:50:31 main:574] : INFO : Epoch 533 | loss: 0.0312079 | val_loss: 0.0312096 | Time: 2054.37 ms [2021-01-04 20:50:33 main:574] : INFO : Epoch 534 | loss: 0.031209 | val_loss: 0.0312141 | Time: 2061.3 ms [2021-01-04 20:50:35 main:574] : INFO : Epoch 535 | loss: 0.0312135 | val_loss: 0.031221 | Time: 2088.38 ms [2021-01-04 20:50:37 main:574] : INFO : Epoch 536 | loss: 0.031213 | val_loss: 0.0312071 | Time: 2029.41 ms [2021-01-04 20:50:39 main:574] : INFO : Epoch 537 | loss: 0.031207 | val_loss: 0.0312068 | Time: 2023.62 ms [2021-01-04 20:50:42 main:574] : INFO : Epoch 538 | loss: 0.0312072 | val_loss: 0.0312066 | Time: 2074.89 ms [2021-01-04 20:50:44 main:574] : INFO : Epoch 539 | loss: 0.0312072 | val_loss: 0.0312076 | Time: 2056.53 ms [2021-01-04 20:50:46 main:574] : INFO : Epoch 540 | loss: 0.0312099 | val_loss: 0.0312074 | Time: 2069.99 ms [2021-01-04 20:50:48 main:574] : INFO : Epoch 541 | loss: 0.0312153 | val_loss: 0.0312195 | Time: 2075.69 ms [2021-01-04 20:50:50 main:574] : INFO : Epoch 542 | loss: 0.0312125 | val_loss: 0.0312239 | Time: 2050.28 ms [2021-01-04 20:50:52 main:574] : INFO : Epoch 543 | loss: 0.0312123 | val_loss: 0.0312072 | Time: 2029.95 ms [2021-01-04 20:50:54 main:574] : INFO : Epoch 544 | loss: 0.0312055 | val_loss: 0.0312057 | Time: 2021.76 ms [2021-01-04 20:50:56 main:574] : INFO : Epoch 545 | loss: 0.0312062 | val_loss: 0.0312061 | Time: 2045.76 ms [2021-01-04 20:50:58 main:574] : INFO : Epoch 546 | loss: 0.0312055 | val_loss: 0.031206 | Time: 2033.84 ms [2021-01-04 20:51:00 main:574] : INFO : Epoch 547 | loss: 0.0312079 | val_loss: 0.0312063 | Time: 2029.03 ms [2021-01-04 20:51:02 main:574] : INFO : Epoch 548 | loss: 0.0312061 | val_loss: 0.0312053 | Time: 2030.01 ms [2021-01-04 20:51:04 main:574] : INFO : Epoch 549 | loss: 0.0312047 | val_loss: 0.0312048 | Time: 2123.96 ms [2021-01-04 20:51:06 main:574] : INFO : Epoch 550 | loss: 0.0312097 | val_loss: 0.0312047 | Time: 2092.46 ms [2021-01-04 20:51:09 main:574] : INFO : Epoch 551 | loss: 0.0312076 | val_loss: 0.0312236 | Time: 2081.68 ms [2021-01-04 20:51:11 main:574] : INFO : Epoch 552 | loss: 0.0312082 | val_loss: 0.0312063 | Time: 2045.85 ms [2021-01-04 20:51:13 main:574] : INFO : Epoch 553 | loss: 0.0311995 | val_loss: 0.0311945 | Time: 2020.52 ms [2021-01-04 20:51:15 main:574] : INFO : Epoch 554 | loss: 0.0311956 | val_loss: 0.0311921 | Time: 2042.09 ms [2021-01-04 20:51:17 main:574] : INFO : Epoch 555 | loss: 0.0311914 | val_loss: 0.0311899 | Time: 2082.94 ms [2021-01-04 20:51:19 main:574] : INFO : Epoch 556 | loss: 0.0311925 | val_loss: 0.0311868 | Time: 2023.44 ms [2021-01-04 20:51:21 main:574] : INFO : Epoch 557 | loss: 0.0311903 | val_loss: 0.0311901 | Time: 2063.49 ms [2021-01-04 20:51:23 main:574] : INFO : Epoch 558 | loss: 0.0311899 | val_loss: 0.0311978 | Time: 2008.95 ms [2021-01-04 20:51:25 main:574] : INFO : Epoch 559 | loss: 0.0311897 | val_loss: 0.0311866 | Time: 2022.99 ms [2021-01-04 20:51:27 main:574] : INFO : Epoch 560 | loss: 0.0311918 | val_loss: 0.0311884 | Time: 2060.26 ms [2021-01-04 20:51:29 main:574] : INFO : Epoch 561 | loss: 0.0311881 | val_loss: 0.0311852 | Time: 2051.26 ms [2021-01-04 20:51:31 main:574] : INFO : Epoch 562 | loss: 0.0311897 | val_loss: 0.0311871 | Time: 1992.79 ms [2021-01-04 20:51:33 main:574] : INFO : Epoch 563 | loss: 0.0311861 | val_loss: 0.0311849 | Time: 2037.82 ms [2021-01-04 20:51:35 main:574] : INFO : Epoch 564 | loss: 0.0311857 | val_loss: 0.0311847 | Time: 2088.44 ms [2021-01-04 20:51:37 main:574] : INFO : Epoch 565 | loss: 0.0311897 | val_loss: 0.0311847 | Time: 2026.96 ms [2021-01-04 20:51:39 main:574] : INFO : Epoch 566 | loss: 0.0311904 | val_loss: 0.0311964 | Time: 2059.62 ms [2021-01-04 20:51:42 main:574] : INFO : Epoch 567 | loss: 0.0311921 | val_loss: 0.0311924 | Time: 2074.41 ms [2021-01-04 20:51:44 main:574] : INFO : Epoch 568 | loss: 0.0311887 | val_loss: 0.0311922 | Time: 2048.83 ms [2021-01-04 20:51:46 main:574] : INFO : Epoch 569 | loss: 0.0311871 | val_loss: 0.0311856 | Time: 2035.67 ms [2021-01-04 20:51:48 main:574] : INFO : Epoch 570 | loss: 0.0311861 | val_loss: 0.0311919 | Time: 2052.96 ms [2021-01-04 20:51:50 main:574] : INFO : Epoch 571 | loss: 0.0311874 | val_loss: 0.0311882 | Time: 2041.22 ms [2021-01-04 20:51:52 main:574] : INFO : Epoch 572 | loss: 0.0311868 | val_loss: 0.0311851 | Time: 2027.88 ms [2021-01-04 20:51:54 main:574] : INFO : Epoch 573 | loss: 0.0311849 | val_loss: 0.0311852 | Time: 2048.22 ms [2021-01-04 20:51:56 main:574] : INFO : Epoch 574 | loss: 0.0311849 | val_loss: 0.0311888 | Time: 2048.99 ms [2021-01-04 20:51:58 main:574] : INFO : Epoch 575 | loss: 0.0311885 | val_loss: 0.0311947 | Time: 2050.64 ms [2021-01-04 20:52:00 main:574] : INFO : Epoch 576 | loss: 0.0311893 | val_loss: 0.0311844 | Time: 2041.18 ms [2021-01-04 20:52:02 main:574] : INFO : Epoch 577 | loss: 0.0311878 | val_loss: 0.0311869 | Time: 2050.27 ms [2021-01-04 20:52:04 main:574] : INFO : Epoch 578 | loss: 0.0311866 | val_loss: 0.0311857 | Time: 2055.18 ms [2021-01-04 20:52:06 main:574] : INFO : Epoch 579 | loss: 0.0311858 | val_loss: 0.0311865 | Time: 2000.1 ms [2021-01-04 20:52:08 main:574] : INFO : Epoch 580 | loss: 0.0311859 | val_loss: 0.0311843 | Time: 2067.23 ms [2021-01-04 20:52:11 main:574] : INFO : Epoch 581 | loss: 0.0311863 | val_loss: 0.0311849 | Time: 2164.82 ms [2021-01-04 20:52:13 main:574] : INFO : Epoch 582 | loss: 0.0311858 | val_loss: 0.0311844 | Time: 2163.15 ms [2021-01-04 20:52:15 main:574] : INFO : Epoch 583 | loss: 0.0311853 | val_loss: 0.0311858 | Time: 2091.46 ms [2021-01-04 20:52:17 main:574] : INFO : Epoch 584 | loss: 0.0311864 | val_loss: 0.0311892 | Time: 2078.25 ms [2021-01-04 20:52:19 main:574] : INFO : Epoch 585 | loss: 0.0311878 | val_loss: 0.0311844 | Time: 2026.67 ms [2021-01-04 20:52:21 main:574] : INFO : Epoch 586 | loss: 0.0311864 | val_loss: 0.0311854 | Time: 2056.21 ms [2021-01-04 20:52:23 main:574] : INFO : Epoch 587 | loss: 0.031186 | val_loss: 0.0311855 | Time: 2043.2 ms [2021-01-04 20:52:25 main:574] : INFO : Epoch 588 | loss: 0.0311865 | val_loss: 0.0311854 | Time: 2024.78 ms [2021-01-04 20:52:27 main:574] : INFO : Epoch 589 | loss: 0.0311905 | val_loss: 0.0311875 | Time: 1995.97 ms [2021-01-04 20:52:29 main:574] : INFO : Epoch 590 | loss: 0.0311877 | val_loss: 0.0311957 | Time: 2054.25 ms [2021-01-04 20:52:31 main:574] : INFO : Epoch 591 | loss: 0.0311877 | val_loss: 0.0311845 | Time: 2018.77 ms [2021-01-04 20:52:33 main:574] : INFO : Epoch 592 | loss: 0.0311861 | val_loss: 0.0311888 | Time: 2030.36 ms [2021-01-04 20:52:35 main:574] : INFO : Epoch 593 | loss: 0.0311856 | val_loss: 0.0311847 | Time: 2064.46 ms [2021-01-04 20:52:38 main:574] : INFO : Epoch 594 | loss: 0.0311854 | val_loss: 0.0311842 | Time: 2056.9 ms [2021-01-04 20:52:40 main:574] : INFO : Epoch 595 | loss: 0.0311871 | val_loss: 0.0311842 | Time: 2040.11 ms [2021-01-04 20:52:42 main:574] : INFO : Epoch 596 | loss: 0.0311891 | val_loss: 0.0311843 | Time: 2073.04 ms [2021-01-04 20:52:44 main:574] : INFO : Epoch 597 | loss: 0.0311972 | val_loss: 0.0311879 | Time: 2031.6 ms [2021-01-04 20:52:46 main:574] : INFO : Epoch 598 | loss: 0.0311872 | val_loss: 0.031186 | Time: 2039.24 ms [2021-01-04 20:52:48 main:574] : INFO : Epoch 599 | loss: 0.031189 | val_loss: 0.0311887 | Time: 2030.65 ms [2021-01-04 20:52:50 main:574] : INFO : Epoch 600 | loss: 0.0311914 | val_loss: 0.0311954 | Time: 2036.13 ms [2021-01-04 20:52:52 main:574] : INFO : Epoch 601 | loss: 0.0311889 | val_loss: 0.0311901 | Time: 2010.09 ms [2021-01-04 20:52:54 main:574] : INFO : Epoch 602 | loss: 0.0311862 | val_loss: 0.0311902 | Time: 2060.37 ms [2021-01-04 20:52:56 main:574] : INFO : Epoch 603 | loss: 0.0311873 | val_loss: 0.0311956 | Time: 2028.82 ms [2021-01-04 20:52:58 main:574] : INFO : Epoch 604 | loss: 0.0311891 | val_loss: 0.0311854 | Time: 2024.86 ms [2021-01-04 20:53:00 main:574] : INFO : Epoch 605 | loss: 0.031192 | val_loss: 0.0311973 | Time: 2041.83 ms [2021-01-04 20:53:02 main:574] : INFO : Epoch 606 | loss: 0.031194 | val_loss: 0.0311854 | Time: 2049.09 ms [2021-01-04 20:53:04 main:574] : INFO : Epoch 607 | loss: 0.0311871 | val_loss: 0.031185 | Time: 2039.48 ms [2021-01-04 20:53:06 main:574] : INFO : Epoch 608 | loss: 0.0311854 | val_loss: 0.0311845 | Time: 2055.19 ms [2021-01-04 20:53:08 main:574] : INFO : Epoch 609 | loss: 0.0311859 | val_loss: 0.0311845 | Time: 2061.39 ms [2021-01-04 20:53:11 main:574] : INFO : Epoch 610 | loss: 0.0311869 | val_loss: 0.0311892 | Time: 2055.96 ms [2021-01-04 20:53:13 main:574] : INFO : Epoch 611 | loss: 0.031189 | val_loss: 0.0311845 | Time: 2049.34 ms [2021-01-04 20:53:15 main:574] : INFO : Epoch 612 | loss: 0.0311867 | val_loss: 0.0311922 | Time: 2183.56 ms [2021-01-04 20:53:17 main:574] : INFO : Epoch 613 | loss: 0.0311919 | val_loss: 0.0311852 | Time: 2271.72 ms [2021-01-04 20:53:19 main:574] : INFO : Epoch 614 | loss: 0.0311871 | val_loss: 0.0311875 | Time: 2247.61 ms [2021-01-04 20:53:22 main:574] : INFO : Epoch 615 | loss: 0.0311866 | val_loss: 0.0311955 | Time: 2174.43 ms [2021-01-04 20:53:24 main:574] : INFO : Epoch 616 | loss: 0.0311893 | val_loss: 0.0311845 | Time: 2168.72 ms [2021-01-04 20:53:26 main:574] : INFO : Epoch 617 | loss: 0.0311876 | val_loss: 0.0311872 | Time: 2185.7 ms [2021-01-04 20:53:28 main:574] : INFO : Epoch 618 | loss: 0.0311873 | val_loss: 0.0311843 | Time: 2360.17 ms [2021-01-04 20:53:31 main:574] : INFO : Epoch 619 | loss: 0.0311855 | val_loss: 0.0311871 | Time: 2242.29 ms [2021-01-04 20:53:33 main:574] : INFO : Epoch 620 | loss: 0.0311895 | val_loss: 0.0311978 | Time: 2197.16 ms [2021-01-04 20:53:35 main:574] : INFO : Epoch 621 | loss: 0.0311918 | val_loss: 0.0311844 | Time: 2170.99 ms [2021-01-04 20:53:37 main:574] : INFO : Epoch 622 | loss: 0.0311855 | val_loss: 0.0311845 | Time: 2337.45 ms [2021-01-04 20:53:39 main:574] : INFO : Epoch 623 | loss: 0.0311859 | val_loss: 0.0311845 | Time: 2069.02 ms [2021-01-04 20:53:41 main:574] : INFO : Epoch 624 | loss: 0.031187 | val_loss: 0.0311918 | Time: 2035.87 ms [2021-01-04 20:53:44 main:574] : INFO : Epoch 625 | loss: 0.0311861 | val_loss: 0.0311895 | Time: 2073.93 ms [2021-01-04 20:53:46 main:574] : INFO : Epoch 626 | loss: 0.0311873 | val_loss: 0.0311857 | Time: 2085.3 ms [2021-01-04 20:53:48 main:574] : INFO : Epoch 627 | loss: 0.0311884 | val_loss: 0.0311844 | Time: 2070.95 ms [2021-01-04 20:53:50 main:574] : INFO : Epoch 628 | loss: 0.0311873 | val_loss: 0.0311843 | Time: 2054.94 ms [2021-01-04 20:53:52 main:574] : INFO : Epoch 629 | loss: 0.0311866 | val_loss: 0.0311882 | Time: 2050.78 ms [2021-01-04 20:53:54 main:574] : INFO : Epoch 630 | loss: 0.0311877 | val_loss: 0.0311843 | Time: 2066.47 ms [2021-01-04 20:53:56 main:574] : INFO : Epoch 631 | loss: 0.031185 | val_loss: 0.0311881 | Time: 2072.08 ms [2021-01-04 20:53:58 main:574] : INFO : Epoch 632 | loss: 0.03119 | val_loss: 0.0312079 | Time: 2017.6 ms [2021-01-04 20:54:00 main:574] : INFO : Epoch 633 | loss: 0.0311999 | val_loss: 0.0311846 | Time: 2037.23 ms [2021-01-04 20:54:02 main:574] : INFO : Epoch 634 | loss: 0.0311864 | val_loss: 0.0311846 | Time: 2043.32 ms [2021-01-04 20:54:04 main:574] : INFO : Epoch 635 | loss: 0.0311854 | val_loss: 0.0311901 | Time: 2032.37 ms [2021-01-04 20:54:06 main:574] : INFO : Epoch 636 | loss: 0.0311869 | val_loss: 0.0311948 | Time: 2113.29 ms [2021-01-04 20:54:08 main:574] : INFO : Epoch 637 | loss: 0.0311926 | val_loss: 0.0311847 | Time: 2038.02 ms [2021-01-04 20:54:11 main:574] : INFO : Epoch 638 | loss: 0.0311897 | val_loss: 0.0311863 | Time: 2026.03 ms [2021-01-04 20:54:13 main:574] : INFO : Epoch 639 | loss: 0.0311851 | val_loss: 0.0311856 | Time: 2079.01 ms [2021-01-04 20:54:15 main:574] : INFO : Epoch 640 | loss: 0.0311854 | val_loss: 0.0311843 | Time: 2052.43 ms [2021-01-04 20:54:17 main:574] : INFO : Epoch 641 | loss: 0.0311856 | val_loss: 0.0311847 | Time: 2056.89 ms [2021-01-04 20:54:19 main:574] : INFO : Epoch 642 | loss: 0.0311871 | val_loss: 0.0311847 | Time: 2031.01 ms [2021-01-04 20:54:21 main:574] : INFO : Epoch 643 | loss: 0.031186 | val_loss: 0.0311908 | Time: 2108.93 ms [2021-01-04 20:54:23 main:574] : INFO : Epoch 644 | loss: 0.0311869 | val_loss: 0.0311847 | Time: 2121.46 ms [2021-01-04 20:54:25 main:574] : INFO : Epoch 645 | loss: 0.031185 | val_loss: 0.0311844 | Time: 2092.18 ms [2021-01-04 20:54:27 main:574] : INFO : Epoch 646 | loss: 0.0311849 | val_loss: 0.0311846 | Time: 2056.59 ms [2021-01-04 20:54:29 main:574] : INFO : Epoch 647 | loss: 0.0311892 | val_loss: 0.0311933 | Time: 2049.63 ms [2021-01-04 20:54:31 main:574] : INFO : Epoch 648 | loss: 0.0311894 | val_loss: 0.0311909 | Time: 2029.22 ms [2021-01-04 20:54:33 main:574] : INFO : Epoch 649 | loss: 0.0311868 | val_loss: 0.0311846 | Time: 2036.84 ms [2021-01-04 20:54:36 main:574] : INFO : Epoch 650 | loss: 0.0311864 | val_loss: 0.0311844 | Time: 2066.5 ms [2021-01-04 20:54:38 main:574] : INFO : Epoch 651 | loss: 0.0311869 | val_loss: 0.0311849 | Time: 2066.88 ms [2021-01-04 20:54:40 main:574] : INFO : Epoch 652 | loss: 0.0311863 | val_loss: 0.0311865 | Time: 2033.98 ms [2021-01-04 20:54:42 main:574] : INFO : Epoch 653 | loss: 0.0311863 | val_loss: 0.0311843 | Time: 2016.31 ms [2021-01-04 20:54:44 main:574] : INFO : Epoch 654 | loss: 0.0311868 | val_loss: 0.0311917 | Time: 2061.39 ms [2021-01-04 20:54:46 main:574] : INFO : Epoch 655 | loss: 0.0311892 | val_loss: 0.03119 | Time: 2040.49 ms [2021-01-04 20:54:48 main:574] : INFO : Epoch 656 | loss: 0.031191 | val_loss: 0.0311958 | Time: 2090.53 ms [2021-01-04 20:54:50 main:574] : INFO : Epoch 657 | loss: 0.0311861 | val_loss: 0.0311854 | Time: 2049.8 ms [2021-01-04 20:54:52 main:574] : INFO : Epoch 658 | loss: 0.0311893 | val_loss: 0.0311878 | Time: 2025.29 ms [2021-01-04 20:54:54 main:574] : INFO : Epoch 659 | loss: 0.0311852 | val_loss: 0.0311872 | Time: 2063.59 ms [2021-01-04 20:54:56 main:574] : INFO : Epoch 660 | loss: 0.0311866 | val_loss: 0.031185 | Time: 2055.76 ms [2021-01-04 20:54:58 main:574] : INFO : Epoch 661 | loss: 0.0311867 | val_loss: 0.0311853 | Time: 2028.04 ms [2021-01-04 20:55:00 main:574] : INFO : Epoch 662 | loss: 0.0311864 | val_loss: 0.0311879 | Time: 2072.05 ms [2021-01-04 20:55:02 main:574] : INFO : Epoch 663 | loss: 0.0311893 | val_loss: 0.0311846 | Time: 2050.4 ms [2021-01-04 20:55:04 main:574] : INFO : Epoch 664 | loss: 0.0311864 | val_loss: 0.0311853 | Time: 2039.53 ms [2021-01-04 20:55:07 main:574] : INFO : Epoch 665 | loss: 0.0311858 | val_loss: 0.0311851 | Time: 2061.01 ms [2021-01-04 20:55:09 main:574] : INFO : Epoch 666 | loss: 0.0311875 | val_loss: 0.0311844 | Time: 2071.14 ms [2021-01-04 20:55:11 main:574] : INFO : Epoch 667 | loss: 0.031186 | val_loss: 0.0311843 | Time: 2040.67 ms [2021-01-04 20:55:13 main:574] : INFO : Epoch 668 | loss: 0.0311884 | val_loss: 0.0311849 | Time: 2043.41 ms [2021-01-04 20:55:15 main:574] : INFO : Epoch 669 | loss: 0.0311889 | val_loss: 0.0311847 | Time: 2018.42 ms [2021-01-04 20:55:17 main:574] : INFO : Epoch 670 | loss: 0.0311909 | val_loss: 0.0311845 | Time: 2034.65 ms [2021-01-04 20:55:19 main:574] : INFO : Epoch 671 | loss: 0.0311849 | val_loss: 0.0311882 | Time: 2048 ms [2021-01-04 20:55:21 main:574] : INFO : Epoch 672 | loss: 0.0311859 | val_loss: 0.0311846 | Time: 2053.12 ms [2021-01-04 20:55:23 main:574] : INFO : Epoch 673 | loss: 0.0311862 | val_loss: 0.0311844 | Time: 2048.29 ms [2021-01-04 20:55:25 main:574] : INFO : Epoch 674 | loss: 0.0311918 | val_loss: 0.0311974 | Time: 2031.2 ms [2021-01-04 20:55:27 main:574] : INFO : Epoch 675 | loss: 0.0311895 | val_loss: 0.0311962 | Time: 2178.46 ms [2021-01-04 20:55:30 main:574] : INFO : Epoch 676 | loss: 0.0311883 | val_loss: 0.0311865 | Time: 2130.91 ms [2021-01-04 20:55:32 main:574] : INFO : Epoch 677 | loss: 0.0311896 | val_loss: 0.031185 | Time: 2065.49 ms [2021-01-04 20:55:34 main:574] : INFO : Epoch 678 | loss: 0.0311874 | val_loss: 0.0311881 | Time: 2052.92 ms [2021-01-04 20:55:36 main:574] : INFO : Epoch 679 | loss: 0.0311873 | val_loss: 0.0311846 | Time: 2043.25 ms [2021-01-04 20:55:38 main:574] : INFO : Epoch 680 | loss: 0.0311879 | val_loss: 0.0311837 | Time: 2025.31 ms [2021-01-04 20:55:40 main:574] : INFO : Epoch 681 | loss: 0.0311892 | val_loss: 0.0312042 | Time: 2067.73 ms [2021-01-04 20:55:42 main:574] : INFO : Epoch 682 | loss: 0.0311915 | val_loss: 0.0311842 | Time: 2059.18 ms [2021-01-04 20:55:44 main:574] : INFO : Epoch 683 | loss: 0.0311881 | val_loss: 0.0311979 | Time: 2035.48 ms [2021-01-04 20:55:46 main:574] : INFO : Epoch 684 | loss: 0.0311868 | val_loss: 0.0311856 | Time: 2040.54 ms [2021-01-04 20:55:48 main:574] : INFO : Epoch 685 | loss: 0.0311848 | val_loss: 0.0311844 | Time: 2030.18 ms [2021-01-04 20:55:50 main:574] : INFO : Epoch 686 | loss: 0.0311861 | val_loss: 0.0311843 | Time: 2027.33 ms [2021-01-04 20:55:52 main:574] : INFO : Epoch 687 | loss: 0.0311899 | val_loss: 0.0311862 | Time: 2083.15 ms [2021-01-04 20:55:54 main:574] : INFO : Epoch 688 | loss: 0.0311909 | val_loss: 0.0311856 | Time: 2068.81 ms [2021-01-04 20:55:56 main:574] : INFO : Epoch 689 | loss: 0.0311859 | val_loss: 0.0311862 | Time: 2039.93 ms [2021-01-04 20:55:58 main:574] : INFO : Epoch 690 | loss: 0.0311875 | val_loss: 0.0311837 | Time: 2056.76 ms [2021-01-04 20:56:01 main:574] : INFO : Epoch 691 | loss: 0.0311848 | val_loss: 0.0311865 | Time: 2067.86 ms [2021-01-04 20:56:03 main:574] : INFO : Epoch 692 | loss: 0.0311866 | val_loss: 0.0311856 | Time: 2055.89 ms [2021-01-04 20:56:05 main:574] : INFO : Epoch 693 | loss: 0.0311892 | val_loss: 0.0311904 | Time: 2026.2 ms [2021-01-04 20:56:07 main:574] : INFO : Epoch 694 | loss: 0.0311844 | val_loss: 0.0311861 | Time: 2065.02 ms [2021-01-04 20:56:09 main:574] : INFO : Epoch 695 | loss: 0.031185 | val_loss: 0.0311851 | Time: 2043.14 ms [2021-01-04 20:56:11 main:574] : INFO : Epoch 696 | loss: 0.0311886 | val_loss: 0.0311858 | Time: 2038.73 ms [2021-01-04 20:56:13 main:574] : INFO : Epoch 697 | loss: 0.0311898 | val_loss: 0.0311847 | Time: 2044.95 ms [2021-01-04 20:56:15 main:574] : INFO : Epoch 698 | loss: 0.0311851 | val_loss: 0.0311854 | Time: 2062.64 ms [2021-01-04 20:56:17 main:574] : INFO : Epoch 699 | loss: 0.0311866 | val_loss: 0.031184 | Time: 2040.39 ms [2021-01-04 20:56:19 main:574] : INFO : Epoch 700 | loss: 0.0311857 | val_loss: 0.0311904 | Time: 2076.25 ms [2021-01-04 20:56:21 main:574] : INFO : Epoch 701 | loss: 0.0311859 | val_loss: 0.0311845 | Time: 2007 ms [2021-01-04 20:56:23 main:574] : INFO : Epoch 702 | loss: 0.0311935 | val_loss: 0.0311925 | Time: 2045.87 ms [2021-01-04 20:56:25 main:574] : INFO : Epoch 703 | loss: 0.0311898 | val_loss: 0.0311878 | Time: 2052.45 ms [2021-01-04 20:56:27 main:574] : INFO : Epoch 704 | loss: 0.0311901 | val_loss: 0.0311928 | Time: 2042.9 ms [2021-01-04 20:56:30 main:574] : INFO : Epoch 705 | loss: 0.0311845 | val_loss: 0.0311844 | Time: 2057.85 ms [2021-01-04 20:56:32 main:574] : INFO : Epoch 706 | loss: 0.0311834 | val_loss: 0.0311836 | Time: 2062.46 ms [2021-01-04 20:56:34 main:574] : INFO : Epoch 707 | loss: 0.0311839 | val_loss: 0.0311831 | Time: 2100.8 ms [2021-01-04 20:56:36 main:574] : INFO : Epoch 708 | loss: 0.0311841 | val_loss: 0.0311845 | Time: 2138.27 ms [2021-01-04 20:56:38 main:574] : INFO : Epoch 709 | loss: 0.0311862 | val_loss: 0.0312042 | Time: 2125.39 ms [2021-01-04 20:56:40 main:574] : INFO : Epoch 710 | loss: 0.0311901 | val_loss: 0.0311843 | Time: 2023.57 ms [2021-01-04 20:56:42 main:574] : INFO : Epoch 711 | loss: 0.0311896 | val_loss: 0.0311835 | Time: 2040.7 ms [2021-01-04 20:56:44 main:574] : INFO : Epoch 712 | loss: 0.0311838 | val_loss: 0.0311835 | Time: 2052.97 ms [2021-01-04 20:56:46 main:574] : INFO : Epoch 713 | loss: 0.0311847 | val_loss: 0.0311845 | Time: 2028.7 ms [2021-01-04 20:56:48 main:574] : INFO : Epoch 714 | loss: 0.0311852 | val_loss: 0.0311876 | Time: 2097.51 ms [2021-01-04 20:56:50 main:574] : INFO : Epoch 715 | loss: 0.0311843 | val_loss: 0.0311857 | Time: 2052.51 ms [2021-01-04 20:56:52 main:574] : INFO : Epoch 716 | loss: 0.0311844 | val_loss: 0.0311836 | Time: 2061.33 ms [2021-01-04 20:56:55 main:574] : INFO : Epoch 717 | loss: 0.0311845 | val_loss: 0.031186 | Time: 2051.43 ms [2021-01-04 20:56:57 main:574] : INFO : Epoch 718 | loss: 0.0311905 | val_loss: 0.0311848 | Time: 2051.4 ms [2021-01-04 20:56:59 main:574] : INFO : Epoch 719 | loss: 0.0311845 | val_loss: 0.0311868 | Time: 2021.14 ms [2021-01-04 20:57:01 main:574] : INFO : Epoch 720 | loss: 0.0311837 | val_loss: 0.0311841 | Time: 2066.85 ms [2021-01-04 20:57:03 main:574] : INFO : Epoch 721 | loss: 0.0311845 | val_loss: 0.0311842 | Time: 2067.34 ms [2021-01-04 20:57:05 main:574] : INFO : Epoch 722 | loss: 0.0311861 | val_loss: 0.0312073 | Time: 2049.3 ms [2021-01-04 20:57:07 main:574] : INFO : Epoch 723 | loss: 0.0311877 | val_loss: 0.0311831 | Time: 2059.97 ms [2021-01-04 20:57:09 main:574] : INFO : Epoch 724 | loss: 0.0311856 | val_loss: 0.0311861 | Time: 2070.74 ms [2021-01-04 20:57:11 main:574] : INFO : Epoch 725 | loss: 0.0311846 | val_loss: 0.0311859 | Time: 2032.46 ms [2021-01-04 20:57:13 main:574] : INFO : Epoch 726 | loss: 0.031188 | val_loss: 0.0311847 | Time: 2131.84 ms [2021-01-04 20:57:15 main:574] : INFO : Epoch 727 | loss: 0.0311881 | val_loss: 0.0311833 | Time: 2013.08 ms [2021-01-04 20:57:17 main:574] : INFO : Epoch 728 | loss: 0.0311874 | val_loss: 0.0311936 | Time: 2051.38 ms [2021-01-04 20:57:19 main:574] : INFO : Epoch 729 | loss: 0.0311943 | val_loss: 0.0311936 | Time: 2072.51 ms [2021-01-04 20:57:22 main:574] : INFO : Epoch 730 | loss: 0.0311949 | val_loss: 0.0311931 | Time: 2019.92 ms [2021-01-04 20:57:24 main:574] : INFO : Epoch 731 | loss: 0.0311884 | val_loss: 0.0311845 | Time: 2033.85 ms [2021-01-04 20:57:26 main:574] : INFO : Epoch 732 | loss: 0.0311867 | val_loss: 0.0311886 | Time: 2076.67 ms [2021-01-04 20:57:28 main:574] : INFO : Epoch 733 | loss: 0.0311853 | val_loss: 0.0311881 | Time: 2062.21 ms [2021-01-04 20:57:30 main:574] : INFO : Epoch 734 | loss: 0.0311863 | val_loss: 0.0312075 | Time: 2009.9 ms [2021-01-04 20:57:32 main:574] : INFO : Epoch 735 | loss: 0.0311911 | val_loss: 0.0311841 | Time: 2073.81 ms [2021-01-04 20:57:34 main:574] : INFO : Epoch 736 | loss: 0.0311841 | val_loss: 0.0311865 | Time: 2072.6 ms [2021-01-04 20:57:36 main:574] : INFO : Epoch 737 | loss: 0.031184 | val_loss: 0.0311835 | Time: 2055.19 ms [2021-01-04 20:57:38 main:574] : INFO : Epoch 738 | loss: 0.0311832 | val_loss: 0.0311855 | Time: 2089.24 ms [2021-01-04 20:57:40 main:574] : INFO : Epoch 739 | loss: 0.0311864 | val_loss: 0.0311867 | Time: 2095.39 ms [2021-01-04 20:57:42 main:574] : INFO : Epoch 740 | loss: 0.0311854 | val_loss: 0.0311877 | Time: 2107.4 ms [2021-01-04 20:57:44 main:574] : INFO : Epoch 741 | loss: 0.0311883 | val_loss: 0.0311872 | Time: 2045.32 ms [2021-01-04 20:57:47 main:574] : INFO : Epoch 742 | loss: 0.0311845 | val_loss: 0.0311839 | Time: 2058.17 ms [2021-01-04 20:57:49 main:574] : INFO : Epoch 743 | loss: 0.0311831 | val_loss: 0.0311835 | Time: 2055.34 ms [2021-01-04 20:57:51 main:574] : INFO : Epoch 744 | loss: 0.0311845 | val_loss: 0.0311921 | Time: 2027.08 ms [2021-01-04 20:57:53 main:574] : INFO : Epoch 745 | loss: 0.0311839 | val_loss: 0.0311875 | Time: 2041.49 ms [2021-01-04 20:57:55 main:574] : INFO : Epoch 746 | loss: 0.0311918 | val_loss: 0.0311839 | Time: 2065.57 ms [2021-01-04 20:57:57 main:574] : INFO : Epoch 747 | loss: 0.0311877 | val_loss: 0.0311836 | Time: 2037.36 ms [2021-01-04 20:57:59 main:574] : INFO : Epoch 748 | loss: 0.0311845 | val_loss: 0.0311841 | Time: 2036.78 ms [2021-01-04 20:58:01 main:574] : INFO : Epoch 749 | loss: 0.0311846 | val_loss: 0.0311887 | Time: 2031.77 ms [2021-01-04 20:58:03 main:574] : INFO : Epoch 750 | loss: 0.0311846 | val_loss: 0.0311842 | Time: 2046.61 ms [2021-01-04 20:58:05 main:574] : INFO : Epoch 751 | loss: 0.0311861 | val_loss: 0.0311837 | Time: 2013.8 ms [2021-01-04 20:58:07 main:574] : INFO : Epoch 752 | loss: 0.0311835 | val_loss: 0.0311839 | Time: 2061.48 ms [2021-01-04 20:58:09 main:574] : INFO : Epoch 753 | loss: 0.0311833 | val_loss: 0.0311834 | Time: 2030.98 ms [2021-01-04 20:58:11 main:574] : INFO : Epoch 754 | loss: 0.0311855 | val_loss: 0.0311848 | Time: 2049.93 ms [2021-01-04 20:58:13 main:574] : INFO : Epoch 755 | loss: 0.0311848 | val_loss: 0.0311854 | Time: 2053.29 ms [2021-01-04 20:58:15 main:574] : INFO : Epoch 756 | loss: 0.031183 | val_loss: 0.0311841 | Time: 2026.31 ms [2021-01-04 20:58:17 main:574] : INFO : Epoch 757 | loss: 0.0311827 | val_loss: 0.0311817 | Time: 2043.3 ms [2021-01-04 20:58:20 main:574] : INFO : Epoch 758 | loss: 0.0311801 | val_loss: 0.0311781 | Time: 2083.3 ms [2021-01-04 20:58:22 main:574] : INFO : Epoch 759 | loss: 0.0311797 | val_loss: 0.0312007 | Time: 2007.19 ms [2021-01-04 20:58:24 main:574] : INFO : Epoch 760 | loss: 0.0311812 | val_loss: 0.0311786 | Time: 2046.81 ms [2021-01-04 20:58:26 main:574] : INFO : Epoch 761 | loss: 0.0311762 | val_loss: 0.0311818 | Time: 2012.08 ms [2021-01-04 20:58:28 main:574] : INFO : Epoch 762 | loss: 0.0311768 | val_loss: 0.03118 | Time: 2031.29 ms [2021-01-04 20:58:30 main:574] : INFO : Epoch 763 | loss: 0.0311774 | val_loss: 0.0311778 | Time: 2044.11 ms [2021-01-04 20:58:32 main:574] : INFO : Epoch 764 | loss: 0.0311793 | val_loss: 0.0311819 | Time: 2094.11 ms [2021-01-04 20:58:34 main:574] : INFO : Epoch 765 | loss: 0.0311774 | val_loss: 0.0311808 | Time: 2027.81 ms [2021-01-04 20:58:36 main:574] : INFO : Epoch 766 | loss: 0.0311813 | val_loss: 0.0311792 | Time: 2042 ms [2021-01-04 20:58:38 main:574] : INFO : Epoch 767 | loss: 0.0311816 | val_loss: 0.0311777 | Time: 2056.25 ms [2021-01-04 20:58:40 main:574] : INFO : Epoch 768 | loss: 0.0311771 | val_loss: 0.0311765 | Time: 2057.83 ms [2021-01-04 20:58:42 main:574] : INFO : Epoch 769 | loss: 0.0311753 | val_loss: 0.0311776 | Time: 2045.84 ms [2021-01-04 20:58:44 main:574] : INFO : Epoch 770 | loss: 0.0311784 | val_loss: 0.0311863 | Time: 2159.49 ms [2021-01-04 20:58:47 main:574] : INFO : Epoch 771 | loss: 0.0311797 | val_loss: 0.0311808 | Time: 2100.59 ms [2021-01-04 20:58:49 main:574] : INFO : Epoch 772 | loss: 0.0311755 | val_loss: 0.0311767 | Time: 2067.6 ms [2021-01-04 20:58:51 main:574] : INFO : Epoch 773 | loss: 0.0311755 | val_loss: 0.0311782 | Time: 2000.92 ms [2021-01-04 20:58:53 main:574] : INFO : Epoch 774 | loss: 0.031177 | val_loss: 0.031178 | Time: 2017.35 ms [2021-01-04 20:58:55 main:574] : INFO : Epoch 775 | loss: 0.031177 | val_loss: 0.0311798 | Time: 2057.99 ms [2021-01-04 20:58:57 main:574] : INFO : Epoch 776 | loss: 0.0311811 | val_loss: 0.0311792 | Time: 2049.28 ms [2021-01-04 20:58:59 main:574] : INFO : Epoch 777 | loss: 0.0311754 | val_loss: 0.0311759 | Time: 2064.65 ms [2021-01-04 20:59:01 main:574] : INFO : Epoch 778 | loss: 0.0311744 | val_loss: 0.0311769 | Time: 2060.64 ms [2021-01-04 20:59:03 main:574] : INFO : Epoch 779 | loss: 0.0311755 | val_loss: 0.0311762 | Time: 2021.46 ms [2021-01-04 20:59:05 main:574] : INFO : Epoch 780 | loss: 0.031174 | val_loss: 0.0311773 | Time: 2021.59 ms [2021-01-04 20:59:07 main:574] : INFO : Epoch 781 | loss: 0.031175 | val_loss: 0.0311755 | Time: 2049.13 ms [2021-01-04 20:59:09 main:574] : INFO : Epoch 782 | loss: 0.0311739 | val_loss: 0.0311758 | Time: 2045.02 ms [2021-01-04 20:59:11 main:574] : INFO : Epoch 783 | loss: 0.0311744 | val_loss: 0.0311755 | Time: 1996.01 ms [2021-01-04 20:59:13 main:574] : INFO : Epoch 784 | loss: 0.031175 | val_loss: 0.031177 | Time: 2081.51 ms [2021-01-04 20:59:15 main:574] : INFO : Epoch 785 | loss: 0.0311753 | val_loss: 0.0311795 | Time: 2042.02 ms [2021-01-04 20:59:17 main:574] : INFO : Epoch 786 | loss: 0.0311753 | val_loss: 0.031176 | Time: 2019.58 ms [2021-01-04 20:59:19 main:574] : INFO : Epoch 787 | loss: 0.0311744 | val_loss: 0.0311779 | Time: 2059.7 ms [2021-01-04 20:59:22 main:574] : INFO : Epoch 788 | loss: 0.0311754 | val_loss: 0.0311778 | Time: 2048.5 ms [2021-01-04 20:59:24 main:574] : INFO : Epoch 789 | loss: 0.0311737 | val_loss: 0.0311729 | Time: 2067.09 ms [2021-01-04 20:59:26 main:574] : INFO : Epoch 790 | loss: 0.0311711 | val_loss: 0.0311713 | Time: 2061.98 ms [2021-01-04 20:59:28 main:574] : INFO : Epoch 791 | loss: 0.0311716 | val_loss: 0.0311715 | Time: 2037.89 ms [2021-01-04 20:59:30 main:574] : INFO : Epoch 792 | loss: 0.0311695 | val_loss: 0.031171 | Time: 2053.86 ms [2021-01-04 20:59:32 main:574] : INFO : Epoch 793 | loss: 0.0311711 | val_loss: 0.0311705 | Time: 2065.52 ms [2021-01-04 20:59:34 main:574] : INFO : Epoch 794 | loss: 0.0311695 | val_loss: 0.0311698 | Time: 2022.37 ms [2021-01-04 20:59:36 main:574] : INFO : Epoch 795 | loss: 0.0311688 | val_loss: 0.0311704 | Time: 2047.98 ms [2021-01-04 20:59:38 main:574] : INFO : Epoch 796 | loss: 0.0311697 | val_loss: 0.0311714 | Time: 2048.73 ms [2021-01-04 20:59:40 main:574] : INFO : Epoch 797 | loss: 0.0311696 | val_loss: 0.0311704 | Time: 2038.32 ms [2021-01-04 20:59:42 main:574] : INFO : Epoch 798 | loss: 0.0311696 | val_loss: 0.0311835 | Time: 2010.95 ms [2021-01-04 20:59:44 main:574] : INFO : Epoch 799 | loss: 0.0311728 | val_loss: 0.031172 | Time: 2067.78 ms [2021-01-04 20:59:46 main:574] : INFO : Epoch 800 | loss: 0.0311689 | val_loss: 0.0311706 | Time: 2068.94 ms [2021-01-04 20:59:48 main:574] : INFO : Epoch 801 | loss: 0.0311736 | val_loss: 0.0311746 | Time: 2062.08 ms [2021-01-04 20:59:51 main:574] : INFO : Epoch 802 | loss: 0.0311711 | val_loss: 0.0311706 | Time: 2099.12 ms [2021-01-04 20:59:53 main:574] : INFO : Epoch 803 | loss: 0.0311698 | val_loss: 0.0311703 | Time: 2126.21 ms [2021-01-04 20:59:55 main:574] : INFO : Epoch 804 | loss: 0.0311702 | val_loss: 0.0311716 | Time: 2112.64 ms [2021-01-04 20:59:57 main:574] : INFO : Epoch 805 | loss: 0.0311698 | val_loss: 0.0311705 | Time: 2036.21 ms [2021-01-04 20:59:59 main:574] : INFO : Epoch 806 | loss: 0.0311687 | val_loss: 0.0311721 | Time: 2044.56 ms [2021-01-04 21:00:01 main:574] : INFO : Epoch 807 | loss: 0.0311686 | val_loss: 0.03117 | Time: 2121.44 ms [2021-01-04 21:00:03 main:574] : INFO : Epoch 808 | loss: 0.0311686 | val_loss: 0.0311711 | Time: 2042.63 ms [2021-01-04 21:00:05 main:574] : INFO : Epoch 809 | loss: 0.0311699 | val_loss: 0.0311706 | Time: 2022.72 ms [2021-01-04 21:00:07 main:574] : INFO : Epoch 810 | loss: 0.0311698 | val_loss: 0.0311721 | Time: 2043.39 ms [2021-01-04 21:00:09 main:574] : INFO : Epoch 811 | loss: 0.0311705 | val_loss: 0.0311746 | Time: 2035.35 ms [2021-01-04 21:00:11 main:574] : INFO : Epoch 812 | loss: 0.0311693 | val_loss: 0.0311698 | Time: 2007.47 ms [2021-01-04 21:00:13 main:574] : INFO : Epoch 813 | loss: 0.0311683 | val_loss: 0.0311702 | Time: 2067.82 ms [2021-01-04 21:00:15 main:574] : INFO : Epoch 814 | loss: 0.0311686 | val_loss: 0.0311708 | Time: 2037.42 ms [2021-01-04 21:00:18 main:574] : INFO : Epoch 815 | loss: 0.0311684 | val_loss: 0.031171 | Time: 2075.39 ms [2021-01-04 21:00:20 main:574] : INFO : Epoch 816 | loss: 0.031169 | val_loss: 0.0311729 | Time: 2059.82 ms [2021-01-04 21:00:22 main:574] : INFO : Epoch 817 | loss: 0.0311689 | val_loss: 0.0311713 | Time: 2029.54 ms [2021-01-04 21:00:24 main:574] : INFO : Epoch 818 | loss: 0.0311701 | val_loss: 0.0311737 | Time: 2062.26 ms [2021-01-04 21:00:26 main:574] : INFO : Epoch 819 | loss: 0.0311703 | val_loss: 0.0311702 | Time: 2073.82 ms [2021-01-04 21:00:28 main:574] : INFO : Epoch 820 | loss: 0.0311687 | val_loss: 0.03117 | Time: 2051.22 ms [2021-01-04 21:00:30 main:574] : INFO : Epoch 821 | loss: 0.0311689 | val_loss: 0.0311746 | Time: 2095.01 ms [2021-01-04 21:00:32 main:574] : INFO : Epoch 822 | loss: 0.0311725 | val_loss: 0.0311725 | Time: 2074.74 ms [2021-01-04 21:00:34 main:574] : INFO : Epoch 823 | loss: 0.0311709 | val_loss: 0.0311707 | Time: 2021.77 ms [2021-01-04 21:00:36 main:574] : INFO : Epoch 824 | loss: 0.0311688 | val_loss: 0.0311706 | Time: 2049.07 ms [2021-01-04 21:00:38 main:574] : INFO : Epoch 825 | loss: 0.0311688 | val_loss: 0.0311692 | Time: 2074.56 ms [2021-01-04 21:00:40 main:574] : INFO : Epoch 826 | loss: 0.0311677 | val_loss: 0.0311688 | Time: 2065.35 ms [2021-01-04 21:00:42 main:574] : INFO : Epoch 827 | loss: 0.0311691 | val_loss: 0.0311705 | Time: 2014.86 ms [2021-01-04 21:00:45 main:574] : INFO : Epoch 828 | loss: 0.031169 | val_loss: 0.0311707 | Time: 2044.94 ms [2021-01-04 21:00:47 main:574] : INFO : Epoch 829 | loss: 0.0311682 | val_loss: 0.0311701 | Time: 2043.15 ms [2021-01-04 21:00:49 main:574] : INFO : Epoch 830 | loss: 0.03117 | val_loss: 0.0311706 | Time: 2041.58 ms [2021-01-04 21:00:51 main:574] : INFO : Epoch 831 | loss: 0.0311682 | val_loss: 0.0311696 | Time: 2025.31 ms [2021-01-04 21:00:53 main:574] : INFO : Epoch 832 | loss: 0.0311682 | val_loss: 0.0311704 | Time: 2053.2 ms [2021-01-04 21:00:55 main:574] : INFO : Epoch 833 | loss: 0.0311737 | val_loss: 0.0311796 | Time: 2052.99 ms [2021-01-04 21:00:57 main:574] : INFO : Epoch 834 | loss: 0.0311722 | val_loss: 0.0311711 | Time: 2144.9 ms [2021-01-04 21:00:59 main:574] : INFO : Epoch 835 | loss: 0.0311686 | val_loss: 0.0311708 | Time: 2151.45 ms [2021-01-04 21:01:01 main:574] : INFO : Epoch 836 | loss: 0.0311689 | val_loss: 0.0311743 | Time: 2071.36 ms [2021-01-04 21:01:03 main:574] : INFO : Epoch 837 | loss: 0.0311717 | val_loss: 0.0311708 | Time: 2030.98 ms [2021-01-04 21:01:05 main:574] : INFO : Epoch 838 | loss: 0.0311685 | val_loss: 0.0311701 | Time: 2067.78 ms [2021-01-04 21:01:08 main:574] : INFO : Epoch 839 | loss: 0.0311693 | val_loss: 0.0311719 | Time: 2047.46 ms [2021-01-04 21:01:10 main:574] : INFO : Epoch 840 | loss: 0.031172 | val_loss: 0.0311727 | Time: 2033.29 ms [2021-01-04 21:01:12 main:574] : INFO : Epoch 841 | loss: 0.0311696 | val_loss: 0.0311708 | Time: 2003.14 ms [2021-01-04 21:01:14 main:574] : INFO : Epoch 842 | loss: 0.0311695 | val_loss: 0.0311705 | Time: 2044.22 ms [2021-01-04 21:01:16 main:574] : INFO : Epoch 843 | loss: 0.031173 | val_loss: 0.0311741 | Time: 2038.53 ms [2021-01-04 21:01:18 main:574] : INFO : Epoch 844 | loss: 0.0311713 | val_loss: 0.0311886 | Time: 2062.38 ms [2021-01-04 21:01:20 main:574] : INFO : Epoch 845 | loss: 0.0311742 | val_loss: 0.0311773 | Time: 2076.32 ms [2021-01-04 21:01:22 main:574] : INFO : Epoch 846 | loss: 0.0311718 | val_loss: 0.03117 | Time: 2064.53 ms [2021-01-04 21:01:24 main:574] : INFO : Epoch 847 | loss: 0.031168 | val_loss: 0.0311688 | Time: 2037.62 ms [2021-01-04 21:01:26 main:574] : INFO : Epoch 848 | loss: 0.0311677 | val_loss: 0.0311697 | Time: 2056.22 ms [2021-01-04 21:01:28 main:574] : INFO : Epoch 849 | loss: 0.0311676 | val_loss: 0.031174 | Time: 2040.24 ms [2021-01-04 21:01:30 main:574] : INFO : Epoch 850 | loss: 0.0311683 | val_loss: 0.0311709 | Time: 2041.72 ms [2021-01-04 21:01:32 main:574] : INFO : Epoch 851 | loss: 0.0311675 | val_loss: 0.0311697 | Time: 2064.04 ms [2021-01-04 21:01:34 main:574] : INFO : Epoch 852 | loss: 0.031168 | val_loss: 0.0311738 | Time: 2049.62 ms [2021-01-04 21:01:36 main:574] : INFO : Epoch 853 | loss: 0.0311683 | val_loss: 0.0311708 | Time: 2062.56 ms [2021-01-04 21:01:39 main:574] : INFO : Epoch 854 | loss: 0.0311705 | val_loss: 0.0311793 | Time: 2044.74 ms [2021-01-04 21:01:41 main:574] : INFO : Epoch 855 | loss: 0.0311712 | val_loss: 0.0311732 | Time: 2062.01 ms [2021-01-04 21:01:43 main:574] : INFO : Epoch 856 | loss: 0.0311694 | val_loss: 0.0311705 | Time: 2030.71 ms [2021-01-04 21:01:45 main:574] : INFO : Epoch 857 | loss: 0.0311681 | val_loss: 0.03117 | Time: 2072.17 ms [2021-01-04 21:01:47 main:574] : INFO : Epoch 858 | loss: 0.0311676 | val_loss: 0.0311712 | Time: 2027.47 ms [2021-01-04 21:01:49 main:574] : INFO : Epoch 859 | loss: 0.0311698 | val_loss: 0.03117 | Time: 2048.71 ms [2021-01-04 21:01:51 main:574] : INFO : Epoch 860 | loss: 0.0311682 | val_loss: 0.0311694 | Time: 2066.56 ms [2021-01-04 21:01:53 main:574] : INFO : Epoch 861 | loss: 0.0311717 | val_loss: 0.0311798 | Time: 2027.11 ms [2021-01-04 21:01:55 main:574] : INFO : Epoch 862 | loss: 0.0311716 | val_loss: 0.0311747 | Time: 2055.97 ms [2021-01-04 21:01:57 main:574] : INFO : Epoch 863 | loss: 0.0311706 | val_loss: 0.0311692 | Time: 2065.85 ms [2021-01-04 21:01:59 main:574] : INFO : Epoch 864 | loss: 0.0311695 | val_loss: 0.0311763 | Time: 2037.2 ms [2021-01-04 21:02:01 main:574] : INFO : Epoch 865 | loss: 0.0311799 | val_loss: 0.0311742 | Time: 2025.33 ms [2021-01-04 21:02:03 main:574] : INFO : Epoch 866 | loss: 0.0311725 | val_loss: 0.0311718 | Time: 2129.62 ms [2021-01-04 21:02:06 main:574] : INFO : Epoch 867 | loss: 0.0311703 | val_loss: 0.0311704 | Time: 2078.55 ms [2021-01-04 21:02:08 main:574] : INFO : Epoch 868 | loss: 0.0311696 | val_loss: 0.0311707 | Time: 2117.97 ms [2021-01-04 21:02:10 main:574] : INFO : Epoch 869 | loss: 0.0311692 | val_loss: 0.0311708 | Time: 2115.3 ms [2021-01-04 21:02:12 main:574] : INFO : Epoch 870 | loss: 0.0311688 | val_loss: 0.0311733 | Time: 2123.22 ms [2021-01-04 21:02:14 main:574] : INFO : Epoch 871 | loss: 0.0311681 | val_loss: 0.0311703 | Time: 2121.44 ms [2021-01-04 21:02:16 main:574] : INFO : Epoch 872 | loss: 0.0311681 | val_loss: 0.0311704 | Time: 2074.79 ms [2021-01-04 21:02:18 main:574] : INFO : Epoch 873 | loss: 0.0311674 | val_loss: 0.0311702 | Time: 2085.2 ms [2021-01-04 21:02:20 main:574] : INFO : Epoch 874 | loss: 0.0311709 | val_loss: 0.0311791 | Time: 2099.4 ms [2021-01-04 21:02:22 main:574] : INFO : Epoch 875 | loss: 0.0311711 | val_loss: 0.0311799 | Time: 2044 ms [2021-01-04 21:02:25 main:574] : INFO : Epoch 876 | loss: 0.0311757 | val_loss: 0.0311784 | Time: 2085.82 ms [2021-01-04 21:02:27 main:574] : INFO : Epoch 877 | loss: 0.0311754 | val_loss: 0.0311862 | Time: 2147.97 ms [2021-01-04 21:02:29 main:574] : INFO : Epoch 878 | loss: 0.0311756 | val_loss: 0.0311746 | Time: 2043.4 ms [2021-01-04 21:02:31 main:574] : INFO : Epoch 879 | loss: 0.0311695 | val_loss: 0.0311712 | Time: 2029.12 ms [2021-01-04 21:02:33 main:574] : INFO : Epoch 880 | loss: 0.0311681 | val_loss: 0.0311714 | Time: 2117.91 ms [2021-01-04 21:02:35 main:574] : INFO : Epoch 881 | loss: 0.0311671 | val_loss: 0.0311738 | Time: 2096.37 ms [2021-01-04 21:02:37 main:574] : INFO : Epoch 882 | loss: 0.0311707 | val_loss: 0.0311723 | Time: 2052.62 ms [2021-01-04 21:02:39 main:574] : INFO : Epoch 883 | loss: 0.0311687 | val_loss: 0.031171 | Time: 2096.76 ms [2021-01-04 21:02:42 main:574] : INFO : Epoch 884 | loss: 0.0311698 | val_loss: 0.0311735 | Time: 2354.36 ms [2021-01-04 21:02:44 main:574] : INFO : Epoch 885 | loss: 0.0311695 | val_loss: 0.0311703 | Time: 2126.57 ms [2021-01-04 21:02:46 main:574] : INFO : Epoch 886 | loss: 0.0311714 | val_loss: 0.0311821 | Time: 2064.61 ms [2021-01-04 21:02:48 main:574] : INFO : Epoch 887 | loss: 0.0311752 | val_loss: 0.031171 | Time: 2070.25 ms [2021-01-04 21:02:50 main:574] : INFO : Epoch 888 | loss: 0.0311697 | val_loss: 0.0311698 | Time: 2062.8 ms [2021-01-04 21:02:52 main:574] : INFO : Epoch 889 | loss: 0.0311672 | val_loss: 0.0311749 | Time: 2066.61 ms [2021-01-04 21:02:54 main:574] : INFO : Epoch 890 | loss: 0.0311697 | val_loss: 0.0311705 | Time: 2050.68 ms [2021-01-04 21:02:56 main:574] : INFO : Epoch 891 | loss: 0.0311702 | val_loss: 0.0311785 | Time: 2047.82 ms [2021-01-04 21:02:58 main:574] : INFO : Epoch 892 | loss: 0.0311688 | val_loss: 0.0311722 | Time: 2059.4 ms [2021-01-04 21:03:00 main:574] : INFO : Epoch 893 | loss: 0.0311673 | val_loss: 0.0311706 | Time: 2052.35 ms [2021-01-04 21:03:03 main:574] : INFO : Epoch 894 | loss: 0.0311663 | val_loss: 0.0311755 | Time: 2129.25 ms [2021-01-04 21:03:05 main:574] : INFO : Epoch 895 | loss: 0.0311688 | val_loss: 0.0311704 | Time: 2186.03 ms [2021-01-04 21:03:07 main:574] : INFO : Epoch 896 | loss: 0.0311708 | val_loss: 0.0311727 | Time: 2075.83 ms [2021-01-04 21:03:09 main:574] : INFO : Epoch 897 | loss: 0.0311706 | val_loss: 0.0311712 | Time: 2165.04 ms [2021-01-04 21:03:11 main:574] : INFO : Epoch 898 | loss: 0.0311679 | val_loss: 0.0311735 | Time: 2229.38 ms [2021-01-04 21:03:14 main:574] : INFO : Epoch 899 | loss: 0.0311679 | val_loss: 0.0311693 | Time: 2237 ms [2021-01-04 21:03:16 main:574] : INFO : Epoch 900 | loss: 0.0311678 | val_loss: 0.0311726 | Time: 2100.16 ms [2021-01-04 21:03:18 main:574] : INFO : Epoch 901 | loss: 0.031168 | val_loss: 0.0311718 | Time: 2092.88 ms [2021-01-04 21:03:20 main:574] : INFO : Epoch 902 | loss: 0.0311731 | val_loss: 0.031173 | Time: 2107.75 ms [2021-01-04 21:03:22 main:574] : INFO : Epoch 903 | loss: 0.0311685 | val_loss: 0.0311705 | Time: 2151.48 ms [2021-01-04 21:03:24 main:574] : INFO : Epoch 904 | loss: 0.0311697 | val_loss: 0.0311735 | Time: 2068.56 ms [2021-01-04 21:03:26 main:574] : INFO : Epoch 905 | loss: 0.0311682 | val_loss: 0.031181 | Time: 2051.52 ms [2021-01-04 21:03:28 main:574] : INFO : Epoch 906 | loss: 0.0311694 | val_loss: 0.0311721 | Time: 2050.35 ms [2021-01-04 21:03:30 main:574] : INFO : Epoch 907 | loss: 0.0311682 | val_loss: 0.0311709 | Time: 2060.45 ms [2021-01-04 21:03:32 main:574] : INFO : Epoch 908 | loss: 0.0311673 | val_loss: 0.0311704 | Time: 2073.68 ms [2021-01-04 21:03:35 main:574] : INFO : Epoch 909 | loss: 0.0311686 | val_loss: 0.0311733 | Time: 2053.47 ms [2021-01-04 21:03:37 main:574] : INFO : Epoch 910 | loss: 0.0311695 | val_loss: 0.0311771 | Time: 2019.67 ms [2021-01-04 21:03:39 main:574] : INFO : Epoch 911 | loss: 0.0311712 | val_loss: 0.0311708 | Time: 2027.69 ms [2021-01-04 21:03:41 main:574] : INFO : Epoch 912 | loss: 0.031169 | val_loss: 0.0311747 | Time: 2033.46 ms [2021-01-04 21:03:43 main:574] : INFO : Epoch 913 | loss: 0.0311688 | val_loss: 0.0311694 | Time: 2087.33 ms [2021-01-04 21:03:45 main:574] : INFO : Epoch 914 | loss: 0.0311683 | val_loss: 0.0311728 | Time: 2067.94 ms [2021-01-04 21:03:47 main:574] : INFO : Epoch 915 | loss: 0.031171 | val_loss: 0.0311711 | Time: 2081.77 ms [2021-01-04 21:03:49 main:574] : INFO : Epoch 916 | loss: 0.0311693 | val_loss: 0.031174 | Time: 2026.76 ms [2021-01-04 21:03:51 main:574] : INFO : Epoch 917 | loss: 0.0311704 | val_loss: 0.0311733 | Time: 2066.9 ms [2021-01-04 21:03:53 main:574] : INFO : Epoch 918 | loss: 0.0311712 | val_loss: 0.0311732 | Time: 2057.15 ms [2021-01-04 21:03:55 main:574] : INFO : Epoch 919 | loss: 0.0311712 | val_loss: 0.0311802 | Time: 2039.43 ms [2021-01-04 21:03:57 main:574] : INFO : Epoch 920 | loss: 0.0311712 | val_loss: 0.0311768 | Time: 2016.6 ms [2021-01-04 21:03:59 main:574] : INFO : Epoch 921 | loss: 0.0311683 | val_loss: 0.0311698 | Time: 2023.54 ms [2021-01-04 21:04:01 main:574] : INFO : Epoch 922 | loss: 0.0311666 | val_loss: 0.031169 | Time: 2072.55 ms [2021-01-04 21:04:04 main:574] : INFO : Epoch 923 | loss: 0.0311675 | val_loss: 0.0311703 | Time: 2100.22 ms [2021-01-04 21:04:06 main:574] : INFO : Epoch 924 | loss: 0.0311693 | val_loss: 0.0311731 | Time: 2060.45 ms [2021-01-04 21:04:08 main:574] : INFO : Epoch 925 | loss: 0.0311681 | val_loss: 0.0311706 | Time: 2050.5 ms [2021-01-04 21:04:10 main:574] : INFO : Epoch 926 | loss: 0.0311672 | val_loss: 0.0311724 | Time: 2053.52 ms [2021-01-04 21:04:12 main:574] : INFO : Epoch 927 | loss: 0.0311691 | val_loss: 0.0311701 | Time: 2065.27 ms [2021-01-04 21:04:14 main:574] : INFO : Epoch 928 | loss: 0.0311666 | val_loss: 0.0311704 | Time: 2123.86 ms [2021-01-04 21:04:16 main:574] : INFO : Epoch 929 | loss: 0.0311672 | val_loss: 0.0311705 | Time: 2132.66 ms [2021-01-04 21:04:18 main:574] : INFO : Epoch 930 | loss: 0.0311699 | val_loss: 0.0311716 | Time: 2065.69 ms [2021-01-04 21:04:20 main:574] : INFO : Epoch 931 | loss: 0.0311678 | val_loss: 0.0311716 | Time: 2048.04 ms [2021-01-04 21:04:22 main:574] : INFO : Epoch 932 | loss: 0.0311719 | val_loss: 0.0311754 | Time: 2087.99 ms [2021-01-04 21:04:25 main:574] : INFO : Epoch 933 | loss: 0.0311678 | val_loss: 0.0311719 | Time: 2104.75 ms [2021-01-04 21:04:27 main:574] : INFO : Epoch 934 | loss: 0.0311693 | val_loss: 0.031175 | Time: 2109.07 ms [2021-01-04 21:04:29 main:574] : INFO : Epoch 935 | loss: 0.0311669 | val_loss: 0.031174 | Time: 2094.68 ms [2021-01-04 21:04:31 main:574] : INFO : Epoch 936 | loss: 0.0311672 | val_loss: 0.0311706 | Time: 2069.37 ms [2021-01-04 21:04:33 main:574] : INFO : Epoch 937 | loss: 0.0311666 | val_loss: 0.0311709 | Time: 2038.06 ms [2021-01-04 21:04:35 main:574] : INFO : Epoch 938 | loss: 0.031167 | val_loss: 0.031171 | Time: 2037.13 ms [2021-01-04 21:04:37 main:574] : INFO : Epoch 939 | loss: 0.0311659 | val_loss: 0.0311714 | Time: 2051.33 ms [2021-01-04 21:04:39 main:574] : INFO : Epoch 940 | loss: 0.031168 | val_loss: 0.0311717 | Time: 2062.51 ms [2021-01-04 21:04:41 main:574] : INFO : Epoch 941 | loss: 0.0311663 | val_loss: 0.0311729 | Time: 2080.56 ms [2021-01-04 21:04:43 main:574] : INFO : Epoch 942 | loss: 0.031169 | val_loss: 0.0311719 | Time: 2117.23 ms [2021-01-04 21:04:46 main:574] : INFO : Epoch 943 | loss: 0.0311696 | val_loss: 0.0311708 | Time: 2114.74 ms [2021-01-04 21:04:48 main:574] : INFO : Epoch 944 | loss: 0.0311691 | val_loss: 0.0311716 | Time: 2201.03 ms [2021-01-04 21:04:50 main:574] : INFO : Epoch 945 | loss: 0.03117 | val_loss: 0.0311755 | Time: 2134.94 ms [2021-01-04 21:04:52 main:574] : INFO : Epoch 946 | loss: 0.031172 | val_loss: 0.0311753 | Time: 2234.07 ms [2021-01-04 21:04:54 main:574] : INFO : Epoch 947 | loss: 0.0311705 | val_loss: 0.0311755 | Time: 2214.82 ms [2021-01-04 21:04:57 main:574] : INFO : Epoch 948 | loss: 0.0311699 | val_loss: 0.0311711 | Time: 2105.47 ms [2021-01-04 21:04:59 main:574] : INFO : Epoch 949 | loss: 0.0311684 | val_loss: 0.0311765 | Time: 2139.45 ms [2021-01-04 21:05:01 main:574] : INFO : Epoch 950 | loss: 0.0311704 | val_loss: 0.0311725 | Time: 2137.43 ms [2021-01-04 21:05:03 main:574] : INFO : Epoch 951 | loss: 0.0311686 | val_loss: 0.0311732 | Time: 2131.14 ms [2021-01-04 21:05:05 main:574] : INFO : Epoch 952 | loss: 0.0311712 | val_loss: 0.0311843 | Time: 2137.95 ms [2021-01-04 21:05:07 main:574] : INFO : Epoch 953 | loss: 0.0311778 | val_loss: 0.0311743 | Time: 2196.14 ms [2021-01-04 21:05:09 main:574] : INFO : Epoch 954 | loss: 0.0311691 | val_loss: 0.0311721 | Time: 2066.45 ms [2021-01-04 21:05:12 main:574] : INFO : Epoch 955 | loss: 0.0311674 | val_loss: 0.0311698 | Time: 2248.47 ms [2021-01-04 21:05:14 main:574] : INFO : Epoch 956 | loss: 0.0311685 | val_loss: 0.0311717 | Time: 2356.09 ms [2021-01-04 21:05:16 main:574] : INFO : Epoch 957 | loss: 0.0311691 | val_loss: 0.031171 | Time: 2160.03 ms [2021-01-04 21:05:18 main:574] : INFO : Epoch 958 | loss: 0.0311691 | val_loss: 0.0311703 | Time: 2083.04 ms [2021-01-04 21:05:21 main:574] : INFO : Epoch 959 | loss: 0.0311691 | val_loss: 0.0311714 | Time: 2194.51 ms [2021-01-04 21:05:23 main:574] : INFO : Epoch 960 | loss: 0.0311726 | val_loss: 0.0311716 | Time: 2062.54 ms [2021-01-04 21:05:25 main:574] : INFO : Epoch 961 | loss: 0.0311683 | val_loss: 0.0311719 | Time: 2089.26 ms [2021-01-04 21:05:27 main:574] : INFO : Epoch 962 | loss: 0.0311674 | val_loss: 0.0311699 | Time: 2079.8 ms [2021-01-04 21:05:29 main:574] : INFO : Epoch 963 | loss: 0.0311674 | val_loss: 0.0311689 | Time: 2044.28 ms [2021-01-04 21:05:31 main:574] : INFO : Epoch 964 | loss: 0.0311667 | val_loss: 0.031173 | Time: 2052.87 ms [2021-01-04 21:05:33 main:574] : INFO : Epoch 965 | loss: 0.0311672 | val_loss: 0.0311758 | Time: 2054.92 ms [2021-01-04 21:05:35 main:574] : INFO : Epoch 966 | loss: 0.0311734 | val_loss: 0.0311726 | Time: 2075.62 ms [2021-01-04 21:05:37 main:574] : INFO : Epoch 967 | loss: 0.0311675 | val_loss: 0.0311715 | Time: 2061.69 ms [2021-01-04 21:05:39 main:574] : INFO : Epoch 968 | loss: 0.0311672 | val_loss: 0.0311707 | Time: 2076.1 ms [2021-01-04 21:05:41 main:574] : INFO : Epoch 969 | loss: 0.0311677 | val_loss: 0.0311693 | Time: 2085.76 ms [2021-01-04 21:05:44 main:574] : INFO : Epoch 970 | loss: 0.0311675 | val_loss: 0.0311701 | Time: 2132.07 ms [2021-01-04 21:05:46 main:574] : INFO : Epoch 971 | loss: 0.031166 | val_loss: 0.0311697 | Time: 2139.65 ms [2021-01-04 21:05:48 main:574] : INFO : Epoch 972 | loss: 0.0311687 | val_loss: 0.0311729 | Time: 2058.61 ms [2021-01-04 21:05:50 main:574] : INFO : Epoch 973 | loss: 0.0311695 | val_loss: 0.0311699 | Time: 2088.11 ms [2021-01-04 21:05:52 main:574] : INFO : Epoch 974 | loss: 0.0311737 | val_loss: 0.0311783 | Time: 2047.61 ms [2021-01-04 21:05:54 main:574] : INFO : Epoch 975 | loss: 0.0311724 | val_loss: 0.0311702 | Time: 2021.35 ms [2021-01-04 21:05:56 main:574] : INFO : Epoch 976 | loss: 0.0311735 | val_loss: 0.0311699 | Time: 2362.13 ms [2021-01-04 21:05:59 main:574] : INFO : Epoch 977 | loss: 0.0311719 | val_loss: 0.0311691 | Time: 2097.14 ms [2021-01-04 21:06:01 main:574] : INFO : Epoch 978 | loss: 0.0311686 | val_loss: 0.0311695 | Time: 2102.92 ms [2021-01-04 21:06:03 main:574] : INFO : Epoch 979 | loss: 0.0311679 | val_loss: 0.0311683 | Time: 2093.05 ms [2021-01-04 21:06:05 main:574] : INFO : Epoch 980 | loss: 0.0311671 | val_loss: 0.0311694 | Time: 2100.69 ms [2021-01-04 21:06:07 main:574] : INFO : Epoch 981 | loss: 0.0311688 | val_loss: 0.0311693 | Time: 2027.87 ms [2021-01-04 21:06:09 main:574] : INFO : Epoch 982 | loss: 0.0311685 | val_loss: 0.0311704 | Time: 2068.56 ms [2021-01-04 21:06:11 main:574] : INFO : Epoch 983 | loss: 0.0311678 | val_loss: 0.0311718 | Time: 2118.51 ms [2021-01-04 21:06:13 main:574] : INFO : Epoch 984 | loss: 0.0311711 | val_loss: 0.0311703 | Time: 2270.64 ms [2021-01-04 21:06:16 main:574] : INFO : Epoch 985 | loss: 0.0311693 | val_loss: 0.0311693 | Time: 2680.91 ms [2021-01-04 21:06:18 main:574] : INFO : Epoch 986 | loss: 0.0311673 | val_loss: 0.0311686 | Time: 2121.1 ms [2021-01-04 21:06:20 main:574] : INFO : Epoch 987 | loss: 0.0311682 | val_loss: 0.0311752 | Time: 2159.6 ms [2021-01-04 21:06:23 main:574] : INFO : Epoch 988 | loss: 0.0311746 | val_loss: 0.0311793 | Time: 2100.5 ms [2021-01-04 21:06:25 main:574] : INFO : Epoch 989 | loss: 0.0311747 | val_loss: 0.03117 | Time: 2164.69 ms [2021-01-04 21:06:27 main:574] : INFO : Epoch 990 | loss: 0.0311674 | val_loss: 0.0311679 | Time: 2177.05 ms [2021-01-04 21:06:29 main:574] : INFO : Epoch 991 | loss: 0.0311693 | val_loss: 0.0311758 | Time: 2247.14 ms [2021-01-04 21:06:31 main:574] : INFO : Epoch 992 | loss: 0.0311704 | val_loss: 0.0311679 | Time: 2116 ms [2021-01-04 21:06:34 main:574] : INFO : Epoch 993 | loss: 0.0311707 | val_loss: 0.031171 | Time: 2128.6 ms [2021-01-04 21:06:36 main:574] : INFO : Epoch 994 | loss: 0.0311731 | val_loss: 0.0311718 | Time: 2116.87 ms [2021-01-04 21:06:38 main:574] : INFO : Epoch 995 | loss: 0.0311683 | val_loss: 0.0311689 | Time: 2080.36 ms [2021-01-04 21:06:40 main:574] : INFO : Epoch 996 | loss: 0.03117 | val_loss: 0.0311687 | Time: 2117.8 ms [2021-01-04 21:06:42 main:574] : INFO : Epoch 997 | loss: 0.031169 | val_loss: 0.0311697 | Time: 2100.43 ms [2021-01-04 21:06:44 main:574] : INFO : Epoch 998 | loss: 0.0311679 | val_loss: 0.0311693 | Time: 2075.45 ms [2021-01-04 21:06:46 main:574] : INFO : Epoch 999 | loss: 0.0311708 | val_loss: 0.0311731 | Time: 2120.18 ms [2021-01-04 21:06:48 main:574] : INFO : Epoch 1000 | loss: 0.031167 | val_loss: 0.0311685 | Time: 2114.99 ms [2021-01-04 21:06:51 main:574] : INFO : Epoch 1001 | loss: 0.0311675 | val_loss: 0.0311688 | Time: 2131.91 ms [2021-01-04 21:06:53 main:574] : INFO : Epoch 1002 | loss: 0.0311675 | val_loss: 0.0311683 | Time: 2155.88 ms [2021-01-04 21:06:55 main:574] : INFO : Epoch 1003 | loss: 0.0311671 | val_loss: 0.0311684 | Time: 2170.01 ms [2021-01-04 21:06:57 main:574] : INFO : Epoch 1004 | loss: 0.031168 | val_loss: 0.0311689 | Time: 2127.88 ms [2021-01-04 21:06:59 main:574] : INFO : Epoch 1005 | loss: 0.0311702 | val_loss: 0.0311686 | Time: 2083.14 ms [2021-01-04 21:07:01 main:574] : INFO : Epoch 1006 | loss: 0.0311694 | val_loss: 0.0311695 | Time: 2094.43 ms [2021-01-04 21:07:03 main:574] : INFO : Epoch 1007 | loss: 0.0311701 | val_loss: 0.0311705 | Time: 2167.69 ms [2021-01-04 21:07:06 main:574] : INFO : Epoch 1008 | loss: 0.0311705 | val_loss: 0.0311687 | Time: 2083.36 ms [2021-01-04 21:07:08 main:574] : INFO : Epoch 1009 | loss: 0.0311679 | val_loss: 0.0311705 | Time: 2089.54 ms [2021-01-04 21:07:10 main:574] : INFO : Epoch 1010 | loss: 0.0311671 | val_loss: 0.0311692 | Time: 2154.7 ms [2021-01-04 21:07:12 main:574] : INFO : Epoch 1011 | loss: 0.0311667 | val_loss: 0.0311679 | Time: 2101.93 ms [2021-01-04 21:07:14 main:574] : INFO : Epoch 1012 | loss: 0.0311668 | val_loss: 0.0311694 | Time: 2102.2 ms [2021-01-04 21:07:16 main:574] : INFO : Epoch 1013 | loss: 0.0311668 | val_loss: 0.0311678 | Time: 2145.2 ms [2021-01-04 21:07:18 main:574] : INFO : Epoch 1014 | loss: 0.0311676 | val_loss: 0.031169 | Time: 2110.22 ms [2021-01-04 21:07:21 main:574] : INFO : Epoch 1015 | loss: 0.0311665 | val_loss: 0.0311679 | Time: 2132.64 ms [2021-01-04 21:07:23 main:574] : INFO : Epoch 1016 | loss: 0.0311673 | val_loss: 0.0311699 | Time: 2102.59 ms [2021-01-04 21:07:25 main:574] : INFO : Epoch 1017 | loss: 0.0311686 | val_loss: 0.03117 | Time: 2112.41 ms [2021-01-04 21:07:27 main:574] : INFO : Epoch 1018 | loss: 0.0311692 | val_loss: 0.0311679 | Time: 2127.61 ms [2021-01-04 21:07:29 main:574] : INFO : Epoch 1019 | loss: 0.0311672 | val_loss: 0.0311702 | Time: 2106.94 ms [2021-01-04 21:07:31 main:574] : INFO : Epoch 1020 | loss: 0.0311666 | val_loss: 0.0311688 | Time: 2140.11 ms [2021-01-04 21:07:33 main:574] : INFO : Epoch 1021 | loss: 0.0311668 | val_loss: 0.0311677 | Time: 2181.83 ms [2021-01-04 21:07:36 main:574] : INFO : Epoch 1022 | loss: 0.0311672 | val_loss: 0.0311677 | Time: 2266.41 ms [2021-01-04 21:07:38 main:574] : INFO : Epoch 1023 | loss: 0.0311662 | val_loss: 0.0311678 | Time: 2188.84 ms [2021-01-04 21:07:40 main:574] : INFO : Epoch 1024 | loss: 0.0311672 | val_loss: 0.0311686 | Time: 2113.75 ms [2021-01-04 21:07:40 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311686 [2021-01-04 21:07:40 main:603] : INFO : Saving end state to config to file [2021-01-04 21:07:40 main:608] : INFO : Success, exiting.. 21:07:40 (4440): 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)