Task 3498307
| Name | ParityMachine-1605152308-445-15_0 |
| Workunit | 1730033 |
| Created | 1 Jan 2021, 5:44:37 UTC |
| Sent | 5 Jan 2021, 1:48:29 UTC |
| Report deadline | 12 Jan 2021, 1:48:29 UTC |
| Received | 5 Jan 2021, 3:06:04 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7171 |
| Run time | 33 min 46 sec |
| CPU time | 33 min 2 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 2,569.86 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.48 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> 514 | loss: 0.0310838 | val_loss: 0.0311121 | Time: 1951.49 ms [2021-01-05 03:49:10 main:574] : INFO : Epoch 515 | loss: 0.0310916 | val_loss: 0.0311163 | Time: 1946.61 ms [2021-01-05 03:49:12 main:574] : INFO : Epoch 516 | loss: 0.0332815 | val_loss: 0.0400782 | Time: 1940.75 ms [2021-01-05 03:49:14 main:574] : INFO : Epoch 517 | loss: 0.0329443 | val_loss: 0.0315395 | Time: 1947.44 ms [2021-01-05 03:49:16 main:574] : INFO : Epoch 518 | loss: 0.0315653 | val_loss: 0.0312822 | Time: 1941.38 ms [2021-01-05 03:49:17 main:574] : INFO : Epoch 519 | loss: 0.0311911 | val_loss: 0.031166 | Time: 1946.09 ms [2021-01-05 03:49:19 main:574] : INFO : Epoch 520 | loss: 0.0311388 | val_loss: 0.0311334 | Time: 1945.35 ms [2021-01-05 03:49:21 main:574] : INFO : Epoch 521 | loss: 0.0311279 | val_loss: 0.0311291 | Time: 1946.92 ms [2021-01-05 03:49:23 main:574] : INFO : Epoch 522 | loss: 0.0311149 | val_loss: 0.0311177 | Time: 1947.08 ms [2021-01-05 03:49:25 main:574] : INFO : Epoch 523 | loss: 0.031104 | val_loss: 0.0311173 | Time: 1946.38 ms [2021-01-05 03:49:27 main:574] : INFO : Epoch 524 | loss: 0.0310998 | val_loss: 0.0311155 | Time: 1949.61 ms [2021-01-05 03:49:29 main:574] : INFO : Epoch 525 | loss: 0.0310948 | val_loss: 0.0311116 | Time: 1945.34 ms [2021-01-05 03:49:31 main:574] : INFO : Epoch 526 | loss: 0.0310918 | val_loss: 0.0311116 | Time: 1950.23 ms [2021-01-05 03:49:33 main:574] : INFO : Epoch 527 | loss: 0.0310897 | val_loss: 0.0311101 | Time: 1975.02 ms [2021-01-05 03:49:35 main:574] : INFO : Epoch 528 | loss: 0.0310874 | val_loss: 0.0311111 | Time: 1949.89 ms [2021-01-05 03:49:37 main:574] : INFO : Epoch 529 | loss: 0.0310859 | val_loss: 0.0311115 | Time: 1954.28 ms [2021-01-05 03:49:39 main:574] : INFO : Epoch 530 | loss: 0.0310848 | val_loss: 0.0311121 | Time: 1942.56 ms [2021-01-05 03:49:41 main:574] : INFO : Epoch 531 | loss: 0.0310857 | val_loss: 0.0311091 | Time: 1949.08 ms [2021-01-05 03:49:43 main:574] : INFO : Epoch 532 | loss: 0.0310828 | val_loss: 0.0311144 | Time: 1952.39 ms [2021-01-05 03:49:45 main:574] : INFO : Epoch 533 | loss: 0.0310824 | val_loss: 0.0311117 | Time: 1956.42 ms [2021-01-05 03:49:47 main:574] : INFO : Epoch 534 | loss: 0.0310815 | val_loss: 0.0311141 | Time: 1964.12 ms [2021-01-05 03:49:49 main:574] : INFO : Epoch 535 | loss: 0.0310844 | val_loss: 0.0311182 | Time: 1959.36 ms [2021-01-05 03:49:51 main:574] : INFO : Epoch 536 | loss: 0.0310843 | val_loss: 0.0311116 | Time: 1949.93 ms [2021-01-05 03:49:53 main:574] : INFO : Epoch 537 | loss: 0.0310814 | val_loss: 0.0311126 | Time: 1953.27 ms [2021-01-05 03:49:55 main:574] : INFO : Epoch 538 | loss: 0.0310817 | val_loss: 0.0311092 | Time: 1959.76 ms [2021-01-05 03:49:57 main:574] : INFO : Epoch 539 | loss: 0.0310804 | val_loss: 0.0311083 | Time: 1951.79 ms [2021-01-05 03:49:59 main:574] : INFO : Epoch 540 | loss: 0.0310798 | val_loss: 0.031108 | Time: 1959.6 ms [2021-01-05 03:50:01 main:574] : INFO : Epoch 541 | loss: 0.0310788 | val_loss: 0.0311091 | Time: 1948.51 ms [2021-01-05 03:50:03 main:574] : INFO : Epoch 542 | loss: 0.0310782 | val_loss: 0.0311128 | Time: 1952.62 ms [2021-01-05 03:50:05 main:574] : INFO : Epoch 543 | loss: 0.0310783 | val_loss: 0.0311126 | Time: 1951.89 ms [2021-01-05 03:50:07 main:574] : INFO : Epoch 544 | loss: 0.0310772 | val_loss: 0.0311093 | Time: 1956.58 ms [2021-01-05 03:50:09 main:574] : INFO : Epoch 545 | loss: 0.031086 | val_loss: 0.0311231 | Time: 1954.43 ms [2021-01-05 03:50:11 main:574] : INFO : Epoch 546 | loss: 0.0310958 | val_loss: 0.0311242 | Time: 1968.44 ms [2021-01-05 03:50:12 main:574] : INFO : Epoch 547 | loss: 0.0310942 | val_loss: 0.0311199 | Time: 1955.39 ms [2021-01-05 03:50:14 main:574] : INFO : Epoch 548 | loss: 0.0310892 | val_loss: 0.0311162 | Time: 1947.18 ms [2021-01-05 03:50:16 main:574] : INFO : Epoch 549 | loss: 0.0310851 | val_loss: 0.0311108 | Time: 1948.7 ms [2021-01-05 03:50:18 main:574] : INFO : Epoch 550 | loss: 0.0310825 | val_loss: 0.0311091 | Time: 1948.36 ms [2021-01-05 03:50:20 main:574] : INFO : Epoch 551 | loss: 0.0310932 | val_loss: 0.0311171 | Time: 1948.22 ms [2021-01-05 03:50:22 main:574] : INFO : Epoch 552 | loss: 0.0310957 | val_loss: 0.031111 | Time: 1951.96 ms [2021-01-05 03:50:24 main:574] : INFO : Epoch 553 | loss: 0.0310937 | val_loss: 0.0311178 | Time: 1954.39 ms [2021-01-05 03:50:26 main:574] : INFO : Epoch 554 | loss: 0.0310937 | val_loss: 0.0311117 | Time: 1950.85 ms [2021-01-05 03:50:28 main:574] : INFO : Epoch 555 | loss: 0.0310914 | val_loss: 0.0311188 | Time: 1951 ms [2021-01-05 03:50:30 main:574] : INFO : Epoch 556 | loss: 0.0310898 | val_loss: 0.0311152 | Time: 1950.43 ms [2021-01-05 03:50:32 main:574] : INFO : Epoch 557 | loss: 0.0310907 | val_loss: 0.0311234 | Time: 1952.18 ms [2021-01-05 03:50:34 main:574] : INFO : Epoch 558 | loss: 0.0310886 | val_loss: 0.0311205 | Time: 1949.36 ms [2021-01-05 03:50:36 main:574] : INFO : Epoch 559 | loss: 0.0310857 | val_loss: 0.0311157 | Time: 1951.52 ms [2021-01-05 03:50:38 main:574] : INFO : Epoch 560 | loss: 0.0310855 | val_loss: 0.031116 | Time: 1949.18 ms [2021-01-05 03:50:40 main:574] : INFO : Epoch 561 | loss: 0.0310855 | val_loss: 0.0311169 | Time: 1960.39 ms [2021-01-05 03:50:42 main:574] : INFO : Epoch 562 | loss: 0.031086 | val_loss: 0.0311168 | Time: 1952.13 ms [2021-01-05 03:50:44 main:574] : INFO : Epoch 563 | loss: 0.0310894 | val_loss: 0.0311143 | Time: 1952.35 ms [2021-01-05 03:50:46 main:574] : INFO : Epoch 564 | loss: 0.0310902 | val_loss: 0.0311129 | Time: 1958.22 ms [2021-01-05 03:50:48 main:574] : INFO : Epoch 565 | loss: 0.0310901 | val_loss: 0.0311104 | Time: 1952.47 ms [2021-01-05 03:50:50 main:574] : INFO : Epoch 566 | loss: 0.0310862 | val_loss: 0.0311091 | Time: 1951.7 ms [2021-01-05 03:50:52 main:574] : INFO : Epoch 567 | loss: 0.031086 | val_loss: 0.0311094 | Time: 1946.44 ms [2021-01-05 03:50:54 main:574] : INFO : Epoch 568 | loss: 0.0310843 | val_loss: 0.0311116 | Time: 1948.58 ms [2021-01-05 03:50:56 main:574] : INFO : Epoch 569 | loss: 0.0310839 | val_loss: 0.0311073 | Time: 1953.24 ms [2021-01-05 03:50:58 main:574] : INFO : Epoch 570 | loss: 0.0310822 | val_loss: 0.0311112 | Time: 1949.26 ms [2021-01-05 03:51:00 main:574] : INFO : Epoch 571 | loss: 0.0310819 | val_loss: 0.0311095 | Time: 1949.38 ms [2021-01-05 03:51:02 main:574] : INFO : Epoch 572 | loss: 0.0310809 | val_loss: 0.0311108 | Time: 1966.07 ms [2021-01-05 03:51:04 main:574] : INFO : Epoch 573 | loss: 0.0310804 | val_loss: 0.0311136 | Time: 1944.76 ms [2021-01-05 03:51:06 main:574] : INFO : Epoch 574 | loss: 0.0310823 | val_loss: 0.0311119 | Time: 1944.98 ms [2021-01-05 03:51:07 main:574] : INFO : Epoch 575 | loss: 0.0310813 | val_loss: 0.0311106 | Time: 1953.63 ms [2021-01-05 03:51:09 main:574] : INFO : Epoch 576 | loss: 0.0310798 | val_loss: 0.0311086 | Time: 1946.08 ms [2021-01-05 03:51:11 main:574] : INFO : Epoch 577 | loss: 0.0310787 | val_loss: 0.0311095 | Time: 1954.75 ms [2021-01-05 03:51:13 main:574] : INFO : Epoch 578 | loss: 0.0310806 | val_loss: 0.0311233 | Time: 1947.63 ms [2021-01-05 03:51:15 main:574] : INFO : Epoch 579 | loss: 0.0310841 | val_loss: 0.0311156 | Time: 1942.76 ms [2021-01-05 03:51:17 main:574] : INFO : Epoch 580 | loss: 0.0310822 | val_loss: 0.0311148 | Time: 1953.43 ms [2021-01-05 03:51:19 main:574] : INFO : Epoch 581 | loss: 0.0310805 | val_loss: 0.0311135 | Time: 1941.01 ms [2021-01-05 03:51:21 main:574] : INFO : Epoch 582 | loss: 0.0310803 | val_loss: 0.0311178 | Time: 1953.11 ms [2021-01-05 03:51:23 main:574] : INFO : Epoch 583 | loss: 0.0310792 | val_loss: 0.0311147 | Time: 1948.39 ms [2021-01-05 03:51:25 main:574] : INFO : Epoch 584 | loss: 0.0310791 | val_loss: 0.0311166 | Time: 1950.75 ms [2021-01-05 03:51:27 main:574] : INFO : Epoch 585 | loss: 0.0310789 | val_loss: 0.0311128 | Time: 1944.83 ms [2021-01-05 03:51:29 main:574] : INFO : Epoch 586 | loss: 0.031077 | val_loss: 0.0311152 | Time: 1948.96 ms [2021-01-05 03:51:31 main:574] : INFO : Epoch 587 | loss: 0.0310759 | val_loss: 0.0311153 | Time: 1951.24 ms [2021-01-05 03:51:33 main:574] : INFO : Epoch 588 | loss: 0.0310876 | val_loss: 0.0311127 | Time: 1950.97 ms [2021-01-05 03:51:35 main:574] : INFO : Epoch 589 | loss: 0.0310913 | val_loss: 0.0311126 | Time: 1953.74 ms [2021-01-05 03:51:37 main:574] : INFO : Epoch 590 | loss: 0.0310863 | val_loss: 0.0311066 | Time: 1952.07 ms [2021-01-05 03:51:39 main:574] : INFO : Epoch 591 | loss: 0.0310832 | val_loss: 0.0311071 | Time: 1955.54 ms [2021-01-05 03:51:41 main:574] : INFO : Epoch 592 | loss: 0.0310821 | val_loss: 0.0311084 | Time: 1951.78 ms [2021-01-05 03:51:43 main:574] : INFO : Epoch 593 | loss: 0.0310816 | val_loss: 0.0311129 | Time: 1950.15 ms [2021-01-05 03:51:45 main:574] : INFO : Epoch 594 | loss: 0.0310805 | val_loss: 0.031113 | Time: 1949.5 ms [2021-01-05 03:51:47 main:574] : INFO : Epoch 595 | loss: 0.0310788 | val_loss: 0.0311086 | Time: 1944.5 ms [2021-01-05 03:51:49 main:574] : INFO : Epoch 596 | loss: 0.0310803 | val_loss: 0.0311125 | Time: 1949.99 ms [2021-01-05 03:51:51 main:574] : INFO : Epoch 597 | loss: 0.0310799 | val_loss: 0.0311101 | Time: 1948.41 ms [2021-01-05 03:51:53 main:574] : INFO : Epoch 598 | loss: 0.0310778 | val_loss: 0.0311126 | Time: 1956.04 ms [2021-01-05 03:51:55 main:574] : INFO : Epoch 599 | loss: 0.0310765 | val_loss: 0.0311086 | Time: 1949.35 ms [2021-01-05 03:51:57 main:574] : INFO : Epoch 600 | loss: 0.0310758 | val_loss: 0.0311088 | Time: 1947.41 ms [2021-01-05 03:51:58 main:574] : INFO : Epoch 601 | loss: 0.0310753 | val_loss: 0.0311119 | Time: 1944.28 ms [2021-01-05 03:52:00 main:574] : INFO : Epoch 602 | loss: 0.0310742 | val_loss: 0.031111 | Time: 1939.16 ms [2021-01-05 03:52:02 main:574] : INFO : Epoch 603 | loss: 0.0310786 | val_loss: 0.0311111 | Time: 1951.87 ms [2021-01-05 03:52:04 main:574] : INFO : Epoch 604 | loss: 0.0310852 | val_loss: 0.0311159 | Time: 1943.72 ms [2021-01-05 03:52:06 main:574] : INFO : Epoch 605 | loss: 0.0310858 | val_loss: 0.031115 | Time: 1944.05 ms [2021-01-05 03:52:08 main:574] : INFO : Epoch 606 | loss: 0.0310916 | val_loss: 0.0311118 | Time: 1947.42 ms [2021-01-05 03:52:10 main:574] : INFO : Epoch 607 | loss: 0.0310935 | val_loss: 0.0311129 | Time: 1946.09 ms [2021-01-05 03:52:12 main:574] : INFO : Epoch 608 | loss: 0.031088 | val_loss: 0.0311139 | Time: 1946.98 ms [2021-01-05 03:52:14 main:574] : INFO : Epoch 609 | loss: 0.0310925 | val_loss: 0.0311197 | Time: 1943.85 ms [2021-01-05 03:52:16 main:574] : INFO : Epoch 610 | loss: 0.0310925 | val_loss: 0.0311111 | Time: 1946.11 ms [2021-01-05 03:52:18 main:574] : INFO : Epoch 611 | loss: 0.0310842 | val_loss: 0.0311083 | Time: 1947.31 ms [2021-01-05 03:52:20 main:574] : INFO : Epoch 612 | loss: 0.0310834 | val_loss: 0.0311054 | Time: 1941.22 ms [2021-01-05 03:52:22 main:574] : INFO : Epoch 613 | loss: 0.031079 | val_loss: 0.031107 | Time: 1946.73 ms [2021-01-05 03:52:24 main:574] : INFO : Epoch 614 | loss: 0.0310787 | val_loss: 0.0311046 | Time: 1946.75 ms [2021-01-05 03:52:26 main:574] : INFO : Epoch 615 | loss: 0.0310762 | val_loss: 0.0311089 | Time: 1959.32 ms [2021-01-05 03:52:28 main:574] : INFO : Epoch 616 | loss: 0.0310737 | val_loss: 0.0311045 | Time: 1949.32 ms [2021-01-05 03:52:30 main:574] : INFO : Epoch 617 | loss: 0.0310733 | val_loss: 0.0311092 | Time: 1943.48 ms [2021-01-05 03:52:32 main:574] : INFO : Epoch 618 | loss: 0.0310728 | val_loss: 0.0311143 | Time: 1943.4 ms [2021-01-05 03:52:34 main:574] : INFO : Epoch 619 | loss: 0.0310733 | val_loss: 0.0311119 | Time: 1945.67 ms [2021-01-05 03:52:36 main:574] : INFO : Epoch 620 | loss: 0.0310704 | val_loss: 0.0311099 | Time: 1946.27 ms [2021-01-05 03:52:38 main:574] : INFO : Epoch 621 | loss: 0.03107 | val_loss: 0.0311046 | Time: 1942.1 ms [2021-01-05 03:52:40 main:574] : INFO : Epoch 622 | loss: 0.0310682 | val_loss: 0.0311049 | Time: 1950.7 ms [2021-01-05 03:52:42 main:574] : INFO : Epoch 623 | loss: 0.0310679 | val_loss: 0.0311076 | Time: 1944.94 ms [2021-01-05 03:52:44 main:574] : INFO : Epoch 624 | loss: 0.0310678 | val_loss: 0.0311012 | Time: 1947.34 ms [2021-01-05 03:52:46 main:574] : INFO : Epoch 625 | loss: 0.031074 | val_loss: 0.0311073 | Time: 1943.96 ms [2021-01-05 03:52:48 main:574] : INFO : Epoch 626 | loss: 0.0310722 | val_loss: 0.0311146 | Time: 1944.39 ms [2021-01-05 03:52:50 main:574] : INFO : Epoch 627 | loss: 0.0310775 | val_loss: 0.0311141 | Time: 1950.62 ms [2021-01-05 03:52:52 main:574] : INFO : Epoch 628 | loss: 0.0310737 | val_loss: 0.0311043 | Time: 1944.48 ms [2021-01-05 03:52:53 main:574] : INFO : Epoch 629 | loss: 0.0310732 | val_loss: 0.0311048 | Time: 1947.15 ms [2021-01-05 03:52:55 main:574] : INFO : Epoch 630 | loss: 0.0310717 | val_loss: 0.0311095 | Time: 1944.04 ms [2021-01-05 03:52:57 main:574] : INFO : Epoch 631 | loss: 0.0310713 | val_loss: 0.0311056 | Time: 1949.37 ms [2021-01-05 03:52:59 main:574] : INFO : Epoch 632 | loss: 0.0310698 | val_loss: 0.0311117 | Time: 1952.93 ms [2021-01-05 03:53:01 main:574] : INFO : Epoch 633 | loss: 0.0310703 | val_loss: 0.0311056 | Time: 1939.97 ms [2021-01-05 03:53:03 main:574] : INFO : Epoch 634 | loss: 0.0310674 | val_loss: 0.0311104 | Time: 1946.72 ms [2021-01-05 03:53:05 main:574] : INFO : Epoch 635 | loss: 0.0310662 | val_loss: 0.0311138 | Time: 1943.03 ms [2021-01-05 03:53:07 main:574] : INFO : Epoch 636 | loss: 0.0310762 | val_loss: 0.031118 | Time: 1948.46 ms [2021-01-05 03:53:09 main:574] : INFO : Epoch 637 | loss: 0.0311045 | val_loss: 0.0311286 | Time: 1939.69 ms [2021-01-05 03:53:11 main:574] : INFO : Epoch 638 | loss: 0.0311073 | val_loss: 0.0311189 | Time: 1954.34 ms [2021-01-05 03:53:13 main:574] : INFO : Epoch 639 | loss: 0.0310977 | val_loss: 0.031116 | Time: 1943.92 ms [2021-01-05 03:53:15 main:574] : INFO : Epoch 640 | loss: 0.0310927 | val_loss: 0.0311163 | Time: 1941 ms [2021-01-05 03:53:17 main:574] : INFO : Epoch 641 | loss: 0.0310958 | val_loss: 0.0311225 | Time: 1946.94 ms [2021-01-05 03:53:19 main:574] : INFO : Epoch 642 | loss: 0.0310916 | val_loss: 0.0311175 | Time: 1952.68 ms [2021-01-05 03:53:21 main:574] : INFO : Epoch 643 | loss: 0.0310917 | val_loss: 0.031113 | Time: 1954.39 ms [2021-01-05 03:53:23 main:574] : INFO : Epoch 644 | loss: 0.0310926 | val_loss: 0.0311156 | Time: 1957.52 ms [2021-01-05 03:53:25 main:574] : INFO : Epoch 645 | loss: 0.03109 | val_loss: 0.031112 | Time: 1948.49 ms [2021-01-05 03:53:27 main:574] : INFO : Epoch 646 | loss: 0.031088 | val_loss: 0.031108 | Time: 1947.56 ms [2021-01-05 03:53:29 main:574] : INFO : Epoch 647 | loss: 0.0310875 | val_loss: 0.0311087 | Time: 1949.5 ms [2021-01-05 03:53:31 main:574] : INFO : Epoch 648 | loss: 0.0310858 | val_loss: 0.0311109 | Time: 1947.27 ms [2021-01-05 03:53:33 main:574] : INFO : Epoch 649 | loss: 0.031083 | val_loss: 0.0311136 | Time: 1945.15 ms [2021-01-05 03:53:35 main:574] : INFO : Epoch 650 | loss: 0.031084 | val_loss: 0.0311163 | Time: 1953.75 ms [2021-01-05 03:53:37 main:574] : INFO : Epoch 651 | loss: 0.0310829 | val_loss: 0.0311132 | Time: 1943.51 ms [2021-01-05 03:53:39 main:574] : INFO : Epoch 652 | loss: 0.031085 | val_loss: 0.031114 | Time: 1948.91 ms [2021-01-05 03:53:41 main:574] : INFO : Epoch 653 | loss: 0.0310828 | val_loss: 0.0311122 | Time: 1949.29 ms [2021-01-05 03:53:43 main:574] : INFO : Epoch 654 | loss: 0.0310824 | val_loss: 0.0311114 | Time: 1950.68 ms [2021-01-05 03:53:44 main:574] : INFO : Epoch 655 | loss: 0.0310819 | val_loss: 0.0311078 | Time: 1946.44 ms [2021-01-05 03:53:46 main:574] : INFO : Epoch 656 | loss: 0.0310849 | val_loss: 0.0311119 | Time: 1947.28 ms [2021-01-05 03:53:48 main:574] : INFO : Epoch 657 | loss: 0.0310823 | val_loss: 0.031107 | Time: 1943.88 ms [2021-01-05 03:53:50 main:574] : INFO : Epoch 658 | loss: 0.0310817 | val_loss: 0.0311081 | Time: 1942.71 ms [2021-01-05 03:53:52 main:574] : INFO : Epoch 659 | loss: 0.0310787 | val_loss: 0.0311072 | Time: 1948.41 ms [2021-01-05 03:53:54 main:574] : INFO : Epoch 660 | loss: 0.0310794 | val_loss: 0.0311095 | Time: 1943.17 ms [2021-01-05 03:53:56 main:574] : INFO : Epoch 661 | loss: 0.0310785 | val_loss: 0.0311066 | Time: 1939.25 ms [2021-01-05 03:53:58 main:574] : INFO : Epoch 662 | loss: 0.0310772 | val_loss: 0.0311146 | Time: 1950.01 ms [2021-01-05 03:54:00 main:574] : INFO : Epoch 663 | loss: 0.0310766 | val_loss: 0.0311136 | Time: 1940.03 ms [2021-01-05 03:54:02 main:574] : INFO : Epoch 664 | loss: 0.0310902 | val_loss: 0.0311243 | Time: 1950.89 ms [2021-01-05 03:54:04 main:574] : INFO : Epoch 665 | loss: 0.0310973 | val_loss: 0.0311178 | Time: 1939.19 ms [2021-01-05 03:54:06 main:574] : INFO : Epoch 666 | loss: 0.0310966 | val_loss: 0.0311182 | Time: 1944.11 ms [2021-01-05 03:54:08 main:574] : INFO : Epoch 667 | loss: 0.0310928 | val_loss: 0.031114 | Time: 1944.67 ms [2021-01-05 03:54:10 main:574] : INFO : Epoch 668 | loss: 0.0310918 | val_loss: 0.0311145 | Time: 1946.08 ms [2021-01-05 03:54:12 main:574] : INFO : Epoch 669 | loss: 0.0310899 | val_loss: 0.0311148 | Time: 1945.26 ms [2021-01-05 03:54:14 main:574] : INFO : Epoch 670 | loss: 0.0310908 | val_loss: 0.0311138 | Time: 1941.04 ms [2021-01-05 03:54:16 main:574] : INFO : Epoch 671 | loss: 0.0310931 | val_loss: 0.0311162 | Time: 1938.76 ms [2021-01-05 03:54:18 main:574] : INFO : Epoch 672 | loss: 0.0310905 | val_loss: 0.0311126 | Time: 1941.37 ms [2021-01-05 03:54:20 main:574] : INFO : Epoch 673 | loss: 0.0310875 | val_loss: 0.0311121 | Time: 1945.09 ms [2021-01-05 03:54:22 main:574] : INFO : Epoch 674 | loss: 0.0310872 | val_loss: 0.0311151 | Time: 1945.2 ms [2021-01-05 03:54:24 main:574] : INFO : Epoch 675 | loss: 0.0310924 | val_loss: 0.0311191 | Time: 1938.65 ms [2021-01-05 03:54:26 main:574] : INFO : Epoch 676 | loss: 0.0310936 | val_loss: 0.0311134 | Time: 1942.83 ms [2021-01-05 03:54:27 main:574] : INFO : Epoch 677 | loss: 0.0310929 | val_loss: 0.0311125 | Time: 1940.79 ms [2021-01-05 03:54:29 main:574] : INFO : Epoch 678 | loss: 0.0310923 | val_loss: 0.0311121 | Time: 1940.76 ms [2021-01-05 03:54:31 main:574] : INFO : Epoch 679 | loss: 0.0310906 | val_loss: 0.031113 | Time: 1941.56 ms [2021-01-05 03:54:33 main:574] : INFO : Epoch 680 | loss: 0.031089 | val_loss: 0.0311143 | Time: 1943.25 ms [2021-01-05 03:54:35 main:574] : INFO : Epoch 681 | loss: 0.0310891 | val_loss: 0.0311176 | Time: 1940.54 ms [2021-01-05 03:54:37 main:574] : INFO : Epoch 682 | loss: 0.0310912 | val_loss: 0.0311164 | Time: 1942.78 ms [2021-01-05 03:54:39 main:574] : INFO : Epoch 683 | loss: 0.031088 | val_loss: 0.0311163 | Time: 1945.75 ms [2021-01-05 03:54:41 main:574] : INFO : Epoch 684 | loss: 0.0310874 | val_loss: 0.0311153 | Time: 1942.61 ms [2021-01-05 03:54:43 main:574] : INFO : Epoch 685 | loss: 0.0310871 | val_loss: 0.0311172 | Time: 1944.16 ms [2021-01-05 03:54:45 main:574] : INFO : Epoch 686 | loss: 0.0310888 | val_loss: 0.0311191 | Time: 1939.67 ms [2021-01-05 03:54:47 main:574] : INFO : Epoch 687 | loss: 0.0310866 | val_loss: 0.031115 | Time: 1942.93 ms [2021-01-05 03:54:49 main:574] : INFO : Epoch 688 | loss: 0.0310868 | val_loss: 0.0311113 | Time: 1948.96 ms [2021-01-05 03:54:51 main:574] : INFO : Epoch 689 | loss: 0.03109 | val_loss: 0.0311141 | Time: 1943.68 ms [2021-01-05 03:54:53 main:574] : INFO : Epoch 690 | loss: 0.0310951 | val_loss: 0.0311159 | Time: 1945.21 ms [2021-01-05 03:54:55 main:574] : INFO : Epoch 691 | loss: 0.0310971 | val_loss: 0.0311164 | Time: 1946.19 ms [2021-01-05 03:54:57 main:574] : INFO : Epoch 692 | loss: 0.0310972 | val_loss: 0.0311147 | Time: 1947.44 ms [2021-01-05 03:54:59 main:574] : INFO : Epoch 693 | loss: 0.0310963 | val_loss: 0.0311179 | Time: 1957.51 ms [2021-01-05 03:55:01 main:574] : INFO : Epoch 694 | loss: 0.0310942 | val_loss: 0.0311188 | Time: 1943.15 ms [2021-01-05 03:55:03 main:574] : INFO : Epoch 695 | loss: 0.0310935 | val_loss: 0.0311126 | Time: 1947.07 ms [2021-01-05 03:55:05 main:574] : INFO : Epoch 696 | loss: 0.0310914 | val_loss: 0.0311135 | Time: 1944.18 ms [2021-01-05 03:55:07 main:574] : INFO : Epoch 697 | loss: 0.0310906 | val_loss: 0.0311151 | Time: 1943.86 ms [2021-01-05 03:55:09 main:574] : INFO : Epoch 698 | loss: 0.0310916 | val_loss: 0.0311176 | Time: 1939.26 ms [2021-01-05 03:55:11 main:574] : INFO : Epoch 699 | loss: 0.0310899 | val_loss: 0.0311152 | Time: 1951.63 ms [2021-01-05 03:55:12 main:574] : INFO : Epoch 700 | loss: 0.0310906 | val_loss: 0.0311161 | Time: 1944.63 ms [2021-01-05 03:55:14 main:574] : INFO : Epoch 701 | loss: 0.0310929 | val_loss: 0.0311168 | Time: 1943.22 ms [2021-01-05 03:55:16 main:574] : INFO : Epoch 702 | loss: 0.0310961 | val_loss: 0.0311148 | Time: 1943.55 ms [2021-01-05 03:55:18 main:574] : INFO : Epoch 703 | loss: 0.0310929 | val_loss: 0.0311127 | Time: 1944.1 ms [2021-01-05 03:55:20 main:574] : INFO : Epoch 704 | loss: 0.0310887 | val_loss: 0.0311149 | Time: 1947.56 ms [2021-01-05 03:55:22 main:574] : INFO : Epoch 705 | loss: 0.0310884 | val_loss: 0.0311163 | Time: 1949.81 ms [2021-01-05 03:55:24 main:574] : INFO : Epoch 706 | loss: 0.0310854 | val_loss: 0.0311137 | Time: 1945.13 ms [2021-01-05 03:55:26 main:574] : INFO : Epoch 707 | loss: 0.0310833 | val_loss: 0.0311106 | Time: 1949.17 ms [2021-01-05 03:55:28 main:574] : INFO : Epoch 708 | loss: 0.0310829 | val_loss: 0.031114 | Time: 1952.71 ms [2021-01-05 03:55:30 main:574] : INFO : Epoch 709 | loss: 0.0310825 | val_loss: 0.0311127 | Time: 1946.35 ms [2021-01-05 03:55:32 main:574] : INFO : Epoch 710 | loss: 0.0310812 | val_loss: 0.0311156 | Time: 1947.48 ms [2021-01-05 03:55:34 main:574] : INFO : Epoch 711 | loss: 0.0310823 | val_loss: 0.0311112 | Time: 1946.84 ms [2021-01-05 03:55:36 main:574] : INFO : Epoch 712 | loss: 0.031082 | val_loss: 0.0311082 | Time: 1953.7 ms [2021-01-05 03:55:38 main:574] : INFO : Epoch 713 | loss: 0.0310836 | val_loss: 0.0311162 | Time: 1959.21 ms [2021-01-05 03:55:40 main:574] : INFO : Epoch 714 | loss: 0.0310867 | val_loss: 0.031109 | Time: 1958.9 ms [2021-01-05 03:55:42 main:574] : INFO : Epoch 715 | loss: 0.0310843 | val_loss: 0.0311129 | Time: 1963.2 ms [2021-01-05 03:55:44 main:574] : INFO : Epoch 716 | loss: 0.0310819 | val_loss: 0.0311098 | Time: 1972.85 ms [2021-01-05 03:55:46 main:574] : INFO : Epoch 717 | loss: 0.0310801 | val_loss: 0.0311145 | Time: 1958.16 ms [2021-01-05 03:55:48 main:574] : INFO : Epoch 718 | loss: 0.0310817 | val_loss: 0.0311118 | Time: 1960.71 ms [2021-01-05 03:55:50 main:574] : INFO : Epoch 719 | loss: 0.031081 | val_loss: 0.0311145 | Time: 1961.8 ms [2021-01-05 03:55:52 main:574] : INFO : Epoch 720 | loss: 0.0310822 | val_loss: 0.0311114 | Time: 1957.91 ms [2021-01-05 03:55:54 main:574] : INFO : Epoch 721 | loss: 0.0310811 | val_loss: 0.0311089 | Time: 1956.05 ms [2021-01-05 03:55:56 main:574] : INFO : Epoch 722 | loss: 0.0310833 | val_loss: 0.0311126 | Time: 1965.41 ms [2021-01-05 03:55:58 main:574] : INFO : Epoch 723 | loss: 0.031087 | val_loss: 0.0311122 | Time: 1948.59 ms [2021-01-05 03:56:00 main:574] : INFO : Epoch 724 | loss: 0.0310819 | val_loss: 0.0311078 | Time: 1951.6 ms [2021-01-05 03:56:02 main:574] : INFO : Epoch 725 | loss: 0.0310808 | val_loss: 0.0311105 | Time: 1945.91 ms [2021-01-05 03:56:04 main:574] : INFO : Epoch 726 | loss: 0.0310833 | val_loss: 0.031122 | Time: 1941.92 ms [2021-01-05 03:56:06 main:574] : INFO : Epoch 727 | loss: 0.0311109 | val_loss: 0.0311324 | Time: 1949.96 ms [2021-01-05 03:56:07 main:574] : INFO : Epoch 728 | loss: 0.031109 | val_loss: 0.0311279 | Time: 1945.26 ms [2021-01-05 03:56:09 main:574] : INFO : Epoch 729 | loss: 0.0310985 | val_loss: 0.0311175 | Time: 1949.09 ms [2021-01-05 03:56:11 main:574] : INFO : Epoch 730 | loss: 0.0310932 | val_loss: 0.0311172 | Time: 1946.99 ms [2021-01-05 03:56:13 main:574] : INFO : Epoch 731 | loss: 0.0310902 | val_loss: 0.0311141 | Time: 1940.93 ms [2021-01-05 03:56:15 main:574] : INFO : Epoch 732 | loss: 0.0310867 | val_loss: 0.0311084 | Time: 1946.61 ms [2021-01-05 03:56:17 main:574] : INFO : Epoch 733 | loss: 0.0310861 | val_loss: 0.0311106 | Time: 1944.55 ms [2021-01-05 03:56:19 main:574] : INFO : Epoch 734 | loss: 0.0310826 | val_loss: 0.031112 | Time: 1951.42 ms [2021-01-05 03:56:21 main:574] : INFO : Epoch 735 | loss: 0.0310795 | val_loss: 0.0311055 | Time: 1944.09 ms [2021-01-05 03:56:23 main:574] : INFO : Epoch 736 | loss: 0.0310793 | val_loss: 0.0311069 | Time: 1946.88 ms [2021-01-05 03:56:25 main:574] : INFO : Epoch 737 | loss: 0.031081 | val_loss: 0.03111 | Time: 1948.14 ms [2021-01-05 03:56:27 main:574] : INFO : Epoch 738 | loss: 0.0310789 | val_loss: 0.03111 | Time: 1945.21 ms [2021-01-05 03:56:29 main:574] : INFO : Epoch 739 | loss: 0.0310769 | val_loss: 0.0311102 | Time: 1951.81 ms [2021-01-05 03:56:31 main:574] : INFO : Epoch 740 | loss: 0.0310757 | val_loss: 0.0311089 | Time: 1947.04 ms [2021-01-05 03:56:33 main:574] : INFO : Epoch 741 | loss: 0.0310773 | val_loss: 0.0311075 | Time: 1951.54 ms [2021-01-05 03:56:35 main:574] : INFO : Epoch 742 | loss: 0.031076 | val_loss: 0.0311085 | Time: 1952.8 ms [2021-01-05 03:56:37 main:574] : INFO : Epoch 743 | loss: 0.031074 | val_loss: 0.031112 | Time: 1955.07 ms [2021-01-05 03:56:39 main:574] : INFO : Epoch 744 | loss: 0.0310724 | val_loss: 0.0311098 | Time: 1949.22 ms [2021-01-05 03:56:41 main:574] : INFO : Epoch 745 | loss: 0.0310728 | val_loss: 0.0311104 | Time: 1981.34 ms [2021-01-05 03:56:43 main:574] : INFO : Epoch 746 | loss: 0.0310724 | val_loss: 0.031116 | Time: 1950.98 ms [2021-01-05 03:56:45 main:574] : INFO : Epoch 747 | loss: 0.0310776 | val_loss: 0.0311128 | Time: 1948.91 ms [2021-01-05 03:56:47 main:574] : INFO : Epoch 748 | loss: 0.0310755 | val_loss: 0.0311105 | Time: 1957.81 ms [2021-01-05 03:56:49 main:574] : INFO : Epoch 749 | loss: 0.0310782 | val_loss: 0.0311083 | Time: 1949.73 ms [2021-01-05 03:56:51 main:574] : INFO : Epoch 750 | loss: 0.0310782 | val_loss: 0.0311114 | Time: 1959.23 ms [2021-01-05 03:56:53 main:574] : INFO : Epoch 751 | loss: 0.031078 | val_loss: 0.0311092 | Time: 1949.38 ms [2021-01-05 03:56:55 main:574] : INFO : Epoch 752 | loss: 0.0310774 | val_loss: 0.0311055 | Time: 1950.02 ms [2021-01-05 03:56:57 main:574] : INFO : Epoch 753 | loss: 0.0310783 | val_loss: 0.0311068 | Time: 1950.39 ms [2021-01-05 03:56:59 main:574] : INFO : Epoch 754 | loss: 0.0310766 | val_loss: 0.0311091 | Time: 1942.66 ms [2021-01-05 03:57:01 main:574] : INFO : Epoch 755 | loss: 0.0310762 | val_loss: 0.0311071 | Time: 1951.52 ms [2021-01-05 03:57:03 main:574] : INFO : Epoch 756 | loss: 0.0310751 | val_loss: 0.0311049 | Time: 1957.94 ms [2021-01-05 03:57:05 main:574] : INFO : Epoch 757 | loss: 0.0310743 | val_loss: 0.0311042 | Time: 1947.14 ms [2021-01-05 03:57:07 main:574] : INFO : Epoch 758 | loss: 0.0310735 | val_loss: 0.0311094 | Time: 1945.16 ms [2021-01-05 03:57:09 main:574] : INFO : Epoch 759 | loss: 0.0310757 | val_loss: 0.0311067 | Time: 1943.47 ms [2021-01-05 03:57:11 main:574] : INFO : Epoch 760 | loss: 0.031072 | val_loss: 0.0311105 | Time: 1946.14 ms [2021-01-05 03:57:13 main:574] : INFO : Epoch 761 | loss: 0.0310738 | val_loss: 0.0311049 | Time: 1946.12 ms [2021-01-05 03:57:15 main:574] : INFO : Epoch 762 | loss: 0.0310716 | val_loss: 0.0310999 | Time: 1950.27 ms [2021-01-05 03:57:17 main:574] : INFO : Epoch 763 | loss: 0.0310703 | val_loss: 0.0310993 | Time: 1944.66 ms [2021-01-05 03:57:19 main:574] : INFO : Epoch 764 | loss: 0.0310695 | val_loss: 0.0311007 | Time: 1944.88 ms [2021-01-05 03:57:21 main:574] : INFO : Epoch 765 | loss: 0.0310718 | val_loss: 0.0311043 | Time: 1946.68 ms [2021-01-05 03:57:23 main:574] : INFO : Epoch 766 | loss: 0.0310703 | val_loss: 0.0311006 | Time: 1942.4 ms [2021-01-05 03:57:25 main:574] : INFO : Epoch 767 | loss: 0.0310692 | val_loss: 0.0310994 | Time: 1948.24 ms [2021-01-05 03:57:27 main:574] : INFO : Epoch 768 | loss: 0.0310722 | val_loss: 0.0311057 | Time: 1942.13 ms [2021-01-05 03:57:29 main:574] : INFO : Epoch 769 | loss: 0.0310686 | val_loss: 0.0311021 | Time: 1950.39 ms [2021-01-05 03:57:31 main:574] : INFO : Epoch 770 | loss: 0.0310675 | val_loss: 0.0311039 | Time: 1950.35 ms [2021-01-05 03:57:33 main:574] : INFO : Epoch 771 | loss: 0.0310695 | val_loss: 0.0311061 | Time: 1949.74 ms [2021-01-05 03:57:34 main:574] : INFO : Epoch 772 | loss: 0.0310664 | val_loss: 0.031106 | Time: 1947.67 ms [2021-01-05 03:57:36 main:574] : INFO : Epoch 773 | loss: 0.0310655 | val_loss: 0.0311072 | Time: 1947.64 ms [2021-01-05 03:57:38 main:574] : INFO : Epoch 774 | loss: 0.0310691 | val_loss: 0.031108 | Time: 1951.61 ms [2021-01-05 03:57:40 main:574] : INFO : Epoch 775 | loss: 0.0310708 | val_loss: 0.031105 | Time: 1941.83 ms [2021-01-05 03:57:42 main:574] : INFO : Epoch 776 | loss: 0.0310677 | val_loss: 0.031103 | Time: 1942.81 ms [2021-01-05 03:57:44 main:574] : INFO : Epoch 777 | loss: 0.0310672 | val_loss: 0.0311172 | Time: 1946.46 ms [2021-01-05 03:57:46 main:574] : INFO : Epoch 778 | loss: 0.0310656 | val_loss: 0.0311055 | Time: 1962.35 ms [2021-01-05 03:57:48 main:574] : INFO : Epoch 779 | loss: 0.0310678 | val_loss: 0.0311116 | Time: 1942.88 ms [2021-01-05 03:57:50 main:574] : INFO : Epoch 780 | loss: 0.0310691 | val_loss: 0.031107 | Time: 1949.05 ms [2021-01-05 03:57:52 main:574] : INFO : Epoch 781 | loss: 0.0310679 | val_loss: 0.031113 | Time: 1942.36 ms [2021-01-05 03:57:54 main:574] : INFO : Epoch 782 | loss: 0.0310653 | val_loss: 0.0311067 | Time: 1941.67 ms [2021-01-05 03:57:56 main:574] : INFO : Epoch 783 | loss: 0.0310652 | val_loss: 0.0311031 | Time: 1942.32 ms [2021-01-05 03:57:58 main:574] : INFO : Epoch 784 | loss: 0.0310657 | val_loss: 0.0311052 | Time: 1947.88 ms [2021-01-05 03:58:00 main:574] : INFO : Epoch 785 | loss: 0.0310718 | val_loss: 0.0311092 | Time: 1959.33 ms [2021-01-05 03:58:02 main:574] : INFO : Epoch 786 | loss: 0.0310724 | val_loss: 0.0311069 | Time: 1954.24 ms [2021-01-05 03:58:04 main:574] : INFO : Epoch 787 | loss: 0.0310775 | val_loss: 0.0311016 | Time: 1943.43 ms [2021-01-05 03:58:06 main:574] : INFO : Epoch 788 | loss: 0.0310726 | val_loss: 0.031097 | Time: 1946.24 ms [2021-01-05 03:58:08 main:574] : INFO : Epoch 789 | loss: 0.0310701 | val_loss: 0.0310984 | Time: 1942.54 ms [2021-01-05 03:58:10 main:574] : INFO : Epoch 790 | loss: 0.0310778 | val_loss: 0.0311038 | Time: 1942.72 ms [2021-01-05 03:58:12 main:574] : INFO : Epoch 791 | loss: 0.0310936 | val_loss: 0.0311103 | Time: 1949.69 ms [2021-01-05 03:58:14 main:574] : INFO : Epoch 792 | loss: 0.0310891 | val_loss: 0.0311021 | Time: 1945.42 ms [2021-01-05 03:58:16 main:574] : INFO : Epoch 793 | loss: 0.031089 | val_loss: 0.031098 | Time: 1948.58 ms [2021-01-05 03:58:18 main:574] : INFO : Epoch 794 | loss: 0.0310837 | val_loss: 0.0310976 | Time: 1946.6 ms [2021-01-05 03:58:20 main:574] : INFO : Epoch 795 | loss: 0.0310795 | val_loss: 0.0310955 | Time: 1951.8 ms [2021-01-05 03:58:21 main:574] : INFO : Epoch 796 | loss: 0.0310802 | val_loss: 0.0310993 | Time: 1938.39 ms [2021-01-05 03:58:23 main:574] : INFO : Epoch 797 | loss: 0.0310773 | val_loss: 0.0310989 | Time: 1945.03 ms [2021-01-05 03:58:25 main:574] : INFO : Epoch 798 | loss: 0.0310725 | val_loss: 0.0311042 | Time: 1940.95 ms [2021-01-05 03:58:27 main:574] : INFO : Epoch 799 | loss: 0.0310718 | val_loss: 0.0311006 | Time: 1948.12 ms [2021-01-05 03:58:29 main:574] : INFO : Epoch 800 | loss: 0.031072 | val_loss: 0.0310996 | Time: 1946.87 ms [2021-01-05 03:58:31 main:574] : INFO : Epoch 801 | loss: 0.0310724 | val_loss: 0.0311068 | Time: 1958.32 ms [2021-01-05 03:58:33 main:574] : INFO : Epoch 802 | loss: 0.0310686 | val_loss: 0.0310971 | Time: 1954.47 ms [2021-01-05 03:58:35 main:574] : INFO : Epoch 803 | loss: 0.0310665 | val_loss: 0.0310984 | Time: 1954.85 ms [2021-01-05 03:58:37 main:574] : INFO : Epoch 804 | loss: 0.031064 | val_loss: 0.0310966 | Time: 1955.87 ms [2021-01-05 03:58:39 main:574] : INFO : Epoch 805 | loss: 0.0310678 | val_loss: 0.031096 | Time: 1950.22 ms [2021-01-05 03:58:41 main:574] : INFO : Epoch 806 | loss: 0.0310675 | val_loss: 0.0310988 | Time: 1952.16 ms [2021-01-05 03:58:43 main:574] : INFO : Epoch 807 | loss: 0.0310674 | val_loss: 0.0310959 | Time: 1952.77 ms [2021-01-05 03:58:45 main:574] : INFO : Epoch 808 | loss: 0.0310687 | val_loss: 0.0311068 | Time: 1962.09 ms [2021-01-05 03:58:47 main:574] : INFO : Epoch 809 | loss: 0.0310822 | val_loss: 0.0311139 | Time: 1952.28 ms [2021-01-05 03:58:49 main:574] : INFO : Epoch 810 | loss: 0.0310867 | val_loss: 0.0311094 | Time: 1953.34 ms [2021-01-05 03:58:51 main:574] : INFO : Epoch 811 | loss: 0.0311095 | val_loss: 0.0311204 | Time: 1956.75 ms [2021-01-05 03:58:53 main:574] : INFO : Epoch 812 | loss: 0.0311109 | val_loss: 0.0311254 | Time: 1960.03 ms [2021-01-05 03:58:55 main:574] : INFO : Epoch 813 | loss: 0.0311035 | val_loss: 0.0311129 | Time: 1950.82 ms [2021-01-05 03:58:57 main:574] : INFO : Epoch 814 | loss: 0.0310992 | val_loss: 0.0311139 | Time: 1958.67 ms [2021-01-05 03:58:59 main:574] : INFO : Epoch 815 | loss: 0.031092 | val_loss: 0.0311125 | Time: 1961.59 ms [2021-01-05 03:59:01 main:574] : INFO : Epoch 816 | loss: 0.0310875 | val_loss: 0.0311093 | Time: 1963.25 ms [2021-01-05 03:59:03 main:574] : INFO : Epoch 817 | loss: 0.0310843 | val_loss: 0.0311092 | Time: 1952.76 ms [2021-01-05 03:59:05 main:574] : INFO : Epoch 818 | loss: 0.0310859 | val_loss: 0.0311201 | Time: 1955.78 ms [2021-01-05 03:59:07 main:574] : INFO : Epoch 819 | loss: 0.0310844 | val_loss: 0.0311129 | Time: 1959.45 ms [2021-01-05 03:59:09 main:574] : INFO : Epoch 820 | loss: 0.031081 | val_loss: 0.0311076 | Time: 1957.9 ms [2021-01-05 03:59:11 main:574] : INFO : Epoch 821 | loss: 0.0310796 | val_loss: 0.0311187 | Time: 1959.06 ms [2021-01-05 03:59:13 main:574] : INFO : Epoch 822 | loss: 0.0310788 | val_loss: 0.0311148 | Time: 1958.61 ms [2021-01-05 03:59:15 main:574] : INFO : Epoch 823 | loss: 0.0310791 | val_loss: 0.0311118 | Time: 1954.12 ms [2021-01-05 03:59:17 main:574] : INFO : Epoch 824 | loss: 0.0310777 | val_loss: 0.0311081 | Time: 1960.41 ms [2021-01-05 03:59:19 main:574] : INFO : Epoch 825 | loss: 0.031075 | val_loss: 0.0311112 | Time: 1957.83 ms [2021-01-05 03:59:20 main:574] : INFO : Epoch 826 | loss: 0.0310786 | val_loss: 0.0311132 | Time: 1958.77 ms [2021-01-05 03:59:22 main:574] : INFO : Epoch 827 | loss: 0.0310791 | val_loss: 0.0311102 | Time: 1954.31 ms [2021-01-05 03:59:24 main:574] : INFO : Epoch 828 | loss: 0.0310784 | val_loss: 0.0311165 | Time: 1953.27 ms [2021-01-05 03:59:26 main:574] : INFO : Epoch 829 | loss: 0.0310776 | val_loss: 0.0311123 | Time: 1955.75 ms [2021-01-05 03:59:28 main:574] : INFO : Epoch 830 | loss: 0.0310769 | val_loss: 0.0311072 | Time: 1954.04 ms [2021-01-05 03:59:30 main:574] : INFO : Epoch 831 | loss: 0.0310719 | val_loss: 0.0311153 | Time: 1951.18 ms [2021-01-05 03:59:32 main:574] : INFO : Epoch 832 | loss: 0.0310714 | val_loss: 0.0311101 | Time: 1952.5 ms [2021-01-05 03:59:34 main:574] : INFO : Epoch 833 | loss: 0.0310715 | val_loss: 0.0311083 | Time: 1955.97 ms [2021-01-05 03:59:36 main:574] : INFO : Epoch 834 | loss: 0.0310762 | val_loss: 0.0311151 | Time: 1953.89 ms [2021-01-05 03:59:38 main:574] : INFO : Epoch 835 | loss: 0.0310746 | val_loss: 0.0311167 | Time: 1949.97 ms [2021-01-05 03:59:40 main:574] : INFO : Epoch 836 | loss: 0.0310713 | val_loss: 0.0311129 | Time: 1955.96 ms [2021-01-05 03:59:42 main:574] : INFO : Epoch 837 | loss: 0.0310698 | val_loss: 0.0311129 | Time: 1957.4 ms [2021-01-05 03:59:44 main:574] : INFO : Epoch 838 | loss: 0.0310696 | val_loss: 0.0311173 | Time: 1971.05 ms [2021-01-05 03:59:46 main:574] : INFO : Epoch 839 | loss: 0.0310704 | val_loss: 0.0311103 | Time: 1947.59 ms [2021-01-05 03:59:48 main:574] : INFO : Epoch 840 | loss: 0.0310709 | val_loss: 0.0311086 | Time: 1947.83 ms [2021-01-05 03:59:50 main:574] : INFO : Epoch 841 | loss: 0.0310705 | val_loss: 0.031111 | Time: 1951.71 ms [2021-01-05 03:59:52 main:574] : INFO : Epoch 842 | loss: 0.0310733 | val_loss: 0.0311073 | Time: 1956.03 ms [2021-01-05 03:59:54 main:574] : INFO : Epoch 843 | loss: 0.0310743 | val_loss: 0.0311111 | Time: 1946.22 ms [2021-01-05 03:59:56 main:574] : INFO : Epoch 844 | loss: 0.0310715 | val_loss: 0.031124 | Time: 1949.24 ms [2021-01-05 03:59:58 main:574] : INFO : Epoch 845 | loss: 0.0310742 | val_loss: 0.0311092 | Time: 1945.53 ms [2021-01-05 04:00:00 main:574] : INFO : Epoch 846 | loss: 0.0310706 | val_loss: 0.031111 | Time: 1948.31 ms [2021-01-05 04:00:02 main:574] : INFO : Epoch 847 | loss: 0.031069 | val_loss: 0.0311138 | Time: 1962.71 ms [2021-01-05 04:00:04 main:574] : INFO : Epoch 848 | loss: 0.0310697 | val_loss: 0.0311139 | Time: 1950.27 ms [2021-01-05 04:00:06 main:574] : INFO : Epoch 849 | loss: 0.0310711 | val_loss: 0.0311102 | Time: 1946.84 ms [2021-01-05 04:00:08 main:574] : INFO : Epoch 850 | loss: 0.03107 | val_loss: 0.0311041 | Time: 1950.92 ms [2021-01-05 04:00:10 main:574] : INFO : Epoch 851 | loss: 0.0310694 | val_loss: 0.0311076 | Time: 1950.12 ms [2021-01-05 04:00:12 main:574] : INFO : Epoch 852 | loss: 0.0310679 | val_loss: 0.0311055 | Time: 1947.17 ms [2021-01-05 04:00:14 main:574] : INFO : Epoch 853 | loss: 0.031066 | val_loss: 0.031105 | Time: 1947.64 ms [2021-01-05 04:00:15 main:574] : INFO : Epoch 854 | loss: 0.0310662 | val_loss: 0.031104 | Time: 1951.2 ms [2021-01-05 04:00:17 main:574] : INFO : Epoch 855 | loss: 0.0310666 | val_loss: 0.0311104 | Time: 1944.84 ms [2021-01-05 04:00:19 main:574] : INFO : Epoch 856 | loss: 0.0310692 | val_loss: 0.0311058 | Time: 1954.5 ms [2021-01-05 04:00:21 main:574] : INFO : Epoch 857 | loss: 0.0310651 | val_loss: 0.0311091 | Time: 1939.13 ms [2021-01-05 04:00:23 main:574] : INFO : Epoch 858 | loss: 0.0310662 | val_loss: 0.0311031 | Time: 1945.36 ms [2021-01-05 04:00:25 main:574] : INFO : Epoch 859 | loss: 0.0310651 | val_loss: 0.0311086 | Time: 1944.48 ms [2021-01-05 04:00:27 main:574] : INFO : Epoch 860 | loss: 0.0310641 | val_loss: 0.031112 | Time: 1949.19 ms [2021-01-05 04:00:29 main:574] : INFO : Epoch 861 | loss: 0.0310654 | val_loss: 0.0311184 | Time: 1949.59 ms [2021-01-05 04:00:31 main:574] : INFO : Epoch 862 | loss: 0.0310669 | val_loss: 0.0311058 | Time: 1948.96 ms [2021-01-05 04:00:33 main:574] : INFO : Epoch 863 | loss: 0.0310696 | val_loss: 0.0311151 | Time: 1948.83 ms [2021-01-05 04:00:35 main:574] : INFO : Epoch 864 | loss: 0.0310755 | val_loss: 0.0311091 | Time: 1947.16 ms [2021-01-05 04:00:37 main:574] : INFO : Epoch 865 | loss: 0.0310694 | val_loss: 0.0311044 | Time: 1946.07 ms [2021-01-05 04:00:39 main:574] : INFO : Epoch 866 | loss: 0.0310696 | val_loss: 0.0311112 | Time: 1940.59 ms [2021-01-05 04:00:41 main:574] : INFO : Epoch 867 | loss: 0.0310719 | val_loss: 0.0310979 | Time: 1950.01 ms [2021-01-05 04:00:43 main:574] : INFO : Epoch 868 | loss: 0.0310683 | val_loss: 0.0310999 | Time: 1953.54 ms [2021-01-05 04:00:45 main:574] : INFO : Epoch 869 | loss: 0.0310707 | val_loss: 0.0310995 | Time: 1965.92 ms [2021-01-05 04:00:47 main:574] : INFO : Epoch 870 | loss: 0.0310666 | val_loss: 0.0311084 | Time: 1942.88 ms [2021-01-05 04:00:49 main:574] : INFO : Epoch 871 | loss: 0.0310659 | val_loss: 0.0311038 | Time: 1950.14 ms [2021-01-05 04:00:51 main:574] : INFO : Epoch 872 | loss: 0.0310709 | val_loss: 0.0310975 | Time: 1946.39 ms [2021-01-05 04:00:53 main:574] : INFO : Epoch 873 | loss: 0.0310712 | val_loss: 0.0311008 | Time: 1949.32 ms [2021-01-05 04:00:55 main:574] : INFO : Epoch 874 | loss: 0.0310664 | val_loss: 0.031099 | Time: 1951.86 ms [2021-01-05 04:00:57 main:574] : INFO : Epoch 875 | loss: 0.0310648 | val_loss: 0.0311053 | Time: 1949.27 ms [2021-01-05 04:00:59 main:574] : INFO : Epoch 876 | loss: 0.0310642 | val_loss: 0.0311037 | Time: 1954.06 ms [2021-01-05 04:01:01 main:574] : INFO : Epoch 877 | loss: 0.0310641 | val_loss: 0.0311052 | Time: 1950.67 ms [2021-01-05 04:01:03 main:574] : INFO : Epoch 878 | loss: 0.0310644 | val_loss: 0.0310978 | Time: 1948.84 ms [2021-01-05 04:01:05 main:574] : INFO : Epoch 879 | loss: 0.0310649 | val_loss: 0.0311003 | Time: 1946.54 ms [2021-01-05 04:01:06 main:574] : INFO : Epoch 880 | loss: 0.0310637 | val_loss: 0.031104 | Time: 1945.59 ms [2021-01-05 04:01:08 main:574] : INFO : Epoch 881 | loss: 0.0310622 | val_loss: 0.0310994 | Time: 1947.24 ms [2021-01-05 04:01:10 main:574] : INFO : Epoch 882 | loss: 0.0310626 | val_loss: 0.0311043 | Time: 1946.21 ms [2021-01-05 04:01:12 main:574] : INFO : Epoch 883 | loss: 0.0310647 | val_loss: 0.0311032 | Time: 1948.43 ms [2021-01-05 04:01:14 main:574] : INFO : Epoch 884 | loss: 0.0310641 | val_loss: 0.0311061 | Time: 1951.16 ms [2021-01-05 04:01:16 main:574] : INFO : Epoch 885 | loss: 0.0310616 | val_loss: 0.0311045 | Time: 1953.15 ms [2021-01-05 04:01:18 main:574] : INFO : Epoch 886 | loss: 0.0310622 | val_loss: 0.0311057 | Time: 1946.37 ms [2021-01-05 04:01:20 main:574] : INFO : Epoch 887 | loss: 0.0310643 | val_loss: 0.0311136 | Time: 1945.17 ms [2021-01-05 04:01:22 main:574] : INFO : Epoch 888 | loss: 0.0310687 | val_loss: 0.0311047 | Time: 1950.81 ms [2021-01-05 04:01:24 main:574] : INFO : Epoch 889 | loss: 0.0310636 | val_loss: 0.0311126 | Time: 1945.68 ms [2021-01-05 04:01:26 main:574] : INFO : Epoch 890 | loss: 0.0310641 | val_loss: 0.0311152 | Time: 1947.06 ms [2021-01-05 04:01:28 main:574] : INFO : Epoch 891 | loss: 0.0310632 | val_loss: 0.0311264 | Time: 1950.37 ms [2021-01-05 04:01:30 main:574] : INFO : Epoch 892 | loss: 0.0310626 | val_loss: 0.0311151 | Time: 1946.37 ms [2021-01-05 04:01:32 main:574] : INFO : Epoch 893 | loss: 0.0310628 | val_loss: 0.0311117 | Time: 1951.54 ms [2021-01-05 04:01:34 main:574] : INFO : Epoch 894 | loss: 0.0310652 | val_loss: 0.0311165 | Time: 1946.22 ms [2021-01-05 04:01:36 main:574] : INFO : Epoch 895 | loss: 0.0310676 | val_loss: 0.0311145 | Time: 1952.13 ms [2021-01-05 04:01:38 main:574] : INFO : Epoch 896 | loss: 0.0310718 | val_loss: 0.031109 | Time: 1947.17 ms [2021-01-05 04:01:40 main:574] : INFO : Epoch 897 | loss: 0.0310706 | val_loss: 0.0311026 | Time: 1950.31 ms [2021-01-05 04:01:42 main:574] : INFO : Epoch 898 | loss: 0.0310673 | val_loss: 0.0311033 | Time: 1948.64 ms [2021-01-05 04:01:44 main:574] : INFO : Epoch 899 | loss: 0.0310632 | val_loss: 0.0311147 | Time: 1945.4 ms [2021-01-05 04:01:46 main:574] : INFO : Epoch 900 | loss: 0.0310634 | val_loss: 0.031105 | Time: 1958.37 ms [2021-01-05 04:01:48 main:574] : INFO : Epoch 901 | loss: 0.0310629 | val_loss: 0.0311092 | Time: 1946.43 ms [2021-01-05 04:01:50 main:574] : INFO : Epoch 902 | loss: 0.0310632 | val_loss: 0.0311044 | Time: 1949.04 ms [2021-01-05 04:01:52 main:574] : INFO : Epoch 903 | loss: 0.0310606 | val_loss: 0.031104 | Time: 1951.07 ms [2021-01-05 04:01:54 main:574] : INFO : Epoch 904 | loss: 0.0310661 | val_loss: 0.031108 | Time: 1948.04 ms [2021-01-05 04:01:55 main:574] : INFO : Epoch 905 | loss: 0.0310697 | val_loss: 0.0311225 | Time: 1946.4 ms [2021-01-05 04:01:57 main:574] : INFO : Epoch 906 | loss: 0.0310735 | val_loss: 0.0311025 | Time: 1948.33 ms [2021-01-05 04:01:59 main:574] : INFO : Epoch 907 | loss: 0.031073 | val_loss: 0.031117 | Time: 1949.37 ms [2021-01-05 04:02:01 main:574] : INFO : Epoch 908 | loss: 0.0310719 | val_loss: 0.0311105 | Time: 1942.01 ms [2021-01-05 04:02:03 main:574] : INFO : Epoch 909 | loss: 0.0310711 | val_loss: 0.0311112 | Time: 1945.62 ms [2021-01-05 04:02:05 main:574] : INFO : Epoch 910 | loss: 0.0310725 | val_loss: 0.0311068 | Time: 1947.96 ms [2021-01-05 04:02:07 main:574] : INFO : Epoch 911 | loss: 0.0310768 | val_loss: 0.0311109 | Time: 1943.7 ms [2021-01-05 04:02:09 main:574] : INFO : Epoch 912 | loss: 0.0310814 | val_loss: 0.0311097 | Time: 1946.94 ms [2021-01-05 04:02:11 main:574] : INFO : Epoch 913 | loss: 0.0310769 | val_loss: 0.0311012 | Time: 1944.84 ms [2021-01-05 04:02:13 main:574] : INFO : Epoch 914 | loss: 0.0310805 | val_loss: 0.031106 | Time: 1951.86 ms [2021-01-05 04:02:15 main:574] : INFO : Epoch 915 | loss: 0.0310759 | val_loss: 0.0311035 | Time: 1946.44 ms [2021-01-05 04:02:17 main:574] : INFO : Epoch 916 | loss: 0.0310748 | val_loss: 0.0311024 | Time: 1964.94 ms [2021-01-05 04:02:19 main:574] : INFO : Epoch 917 | loss: 0.0310712 | val_loss: 0.0311002 | Time: 1945.88 ms [2021-01-05 04:02:21 main:574] : INFO : Epoch 918 | loss: 0.0310738 | val_loss: 0.0311046 | Time: 1948.24 ms [2021-01-05 04:02:23 main:574] : INFO : Epoch 919 | loss: 0.031074 | val_loss: 0.0311039 | Time: 1957.11 ms [2021-01-05 04:02:25 main:574] : INFO : Epoch 920 | loss: 0.0310736 | val_loss: 0.0311059 | Time: 1946.94 ms [2021-01-05 04:02:27 main:574] : INFO : Epoch 921 | loss: 0.0310723 | val_loss: 0.0311043 | Time: 1946.42 ms [2021-01-05 04:02:29 main:574] : INFO : Epoch 922 | loss: 0.0310746 | val_loss: 0.031101 | Time: 1946.61 ms [2021-01-05 04:02:31 main:574] : INFO : Epoch 923 | loss: 0.0310744 | val_loss: 0.0311129 | Time: 1950.95 ms [2021-01-05 04:02:33 main:574] : INFO : Epoch 924 | loss: 0.0310776 | val_loss: 0.0311025 | Time: 1949.25 ms [2021-01-05 04:02:35 main:574] : INFO : Epoch 925 | loss: 0.0310783 | val_loss: 0.0311041 | Time: 1950.77 ms [2021-01-05 04:02:37 main:574] : INFO : Epoch 926 | loss: 0.0310765 | val_loss: 0.0311068 | Time: 1949.34 ms [2021-01-05 04:02:39 main:574] : INFO : Epoch 927 | loss: 0.0310722 | val_loss: 0.0311081 | Time: 1950.24 ms [2021-01-05 04:02:41 main:574] : INFO : Epoch 928 | loss: 0.0310677 | val_loss: 0.0311083 | Time: 1951.84 ms [2021-01-05 04:02:43 main:574] : INFO : Epoch 929 | loss: 0.0310681 | val_loss: 0.0311075 | Time: 1941.54 ms [2021-01-05 04:02:44 main:574] : INFO : Epoch 930 | loss: 0.0310718 | val_loss: 0.0311106 | Time: 1949.47 ms [2021-01-05 04:02:46 main:574] : INFO : Epoch 931 | loss: 0.0311 | val_loss: 0.0311112 | Time: 1945.7 ms [2021-01-05 04:02:48 main:574] : INFO : Epoch 932 | loss: 0.0310992 | val_loss: 0.0311085 | Time: 1943.2 ms [2021-01-05 04:02:50 main:574] : INFO : Epoch 933 | loss: 0.0310917 | val_loss: 0.0311046 | Time: 1947.23 ms [2021-01-05 04:02:52 main:574] : INFO : Epoch 934 | loss: 0.0310879 | val_loss: 0.0311089 | Time: 1945.19 ms [2021-01-05 04:02:54 main:574] : INFO : Epoch 935 | loss: 0.0310857 | val_loss: 0.0311039 | Time: 1946.3 ms [2021-01-05 04:02:56 main:574] : INFO : Epoch 936 | loss: 0.0310866 | val_loss: 0.0311044 | Time: 1938.95 ms [2021-01-05 04:02:58 main:574] : INFO : Epoch 937 | loss: 0.0310798 | val_loss: 0.0311051 | Time: 1942.56 ms [2021-01-05 04:03:00 main:574] : INFO : Epoch 938 | loss: 0.0310801 | val_loss: 0.0311079 | Time: 1949.28 ms [2021-01-05 04:03:02 main:574] : INFO : Epoch 939 | loss: 0.0310774 | val_loss: 0.0311052 | Time: 1948.92 ms [2021-01-05 04:03:04 main:574] : INFO : Epoch 940 | loss: 0.0310731 | val_loss: 0.0310993 | Time: 1946.42 ms [2021-01-05 04:03:06 main:574] : INFO : Epoch 941 | loss: 0.0310705 | val_loss: 0.0311056 | Time: 1941.79 ms [2021-01-05 04:03:08 main:574] : INFO : Epoch 942 | loss: 0.0310716 | val_loss: 0.0311006 | Time: 1947.18 ms [2021-01-05 04:03:10 main:574] : INFO : Epoch 943 | loss: 0.0310698 | val_loss: 0.0310997 | Time: 1950.61 ms [2021-01-05 04:03:12 main:574] : INFO : Epoch 944 | loss: 0.0310699 | val_loss: 0.0311023 | Time: 1951.22 ms [2021-01-05 04:03:14 main:574] : INFO : Epoch 945 | loss: 0.0310687 | val_loss: 0.0311037 | Time: 1948.94 ms [2021-01-05 04:03:16 main:574] : INFO : Epoch 946 | loss: 0.031071 | val_loss: 0.0311002 | Time: 1954.03 ms [2021-01-05 04:03:18 main:574] : INFO : Epoch 947 | loss: 0.0310754 | val_loss: 0.0311054 | Time: 1943.15 ms [2021-01-05 04:03:20 main:574] : INFO : Epoch 948 | loss: 0.0310718 | val_loss: 0.0311028 | Time: 1941.9 ms [2021-01-05 04:03:22 main:574] : INFO : Epoch 949 | loss: 0.0310711 | val_loss: 0.0311091 | Time: 1944.15 ms [2021-01-05 04:03:24 main:574] : INFO : Epoch 950 | loss: 0.0310703 | val_loss: 0.0311011 | Time: 1943.76 ms [2021-01-05 04:03:26 main:574] : INFO : Epoch 951 | loss: 0.0310703 | val_loss: 0.0311122 | Time: 1947.44 ms [2021-01-05 04:03:28 main:574] : INFO : Epoch 952 | loss: 0.0310685 | val_loss: 0.031098 | Time: 1943 ms [2021-01-05 04:03:30 main:574] : INFO : Epoch 953 | loss: 0.0310672 | val_loss: 0.0310953 | Time: 1950.33 ms [2021-01-05 04:03:31 main:574] : INFO : Epoch 954 | loss: 0.0310673 | val_loss: 0.0311002 | Time: 1950.11 ms [2021-01-05 04:03:33 main:574] : INFO : Epoch 955 | loss: 0.0310664 | val_loss: 0.0310994 | Time: 1937.45 ms [2021-01-05 04:03:35 main:574] : INFO : Epoch 956 | loss: 0.0310655 | val_loss: 0.0311009 | Time: 1936.28 ms [2021-01-05 04:03:37 main:574] : INFO : Epoch 957 | loss: 0.0310624 | val_loss: 0.0311028 | Time: 1938.42 ms [2021-01-05 04:03:39 main:574] : INFO : Epoch 958 | loss: 0.031063 | val_loss: 0.0310985 | Time: 1934.54 ms [2021-01-05 04:03:41 main:574] : INFO : Epoch 959 | loss: 0.0310627 | val_loss: 0.031105 | Time: 1944.93 ms [2021-01-05 04:03:43 main:574] : INFO : Epoch 960 | loss: 0.0310625 | val_loss: 0.0310994 | Time: 1940.82 ms [2021-01-05 04:03:45 main:574] : INFO : Epoch 961 | loss: 0.0310699 | val_loss: 0.0311132 | Time: 1942.48 ms [2021-01-05 04:03:47 main:574] : INFO : Epoch 962 | loss: 0.0310731 | val_loss: 0.0310979 | Time: 1938.59 ms [2021-01-05 04:03:49 main:574] : INFO : Epoch 963 | loss: 0.031067 | val_loss: 0.0311021 | Time: 1942.12 ms [2021-01-05 04:03:51 main:574] : INFO : Epoch 964 | loss: 0.0310634 | val_loss: 0.0311017 | Time: 1937.63 ms [2021-01-05 04:03:53 main:574] : INFO : Epoch 965 | loss: 0.0310614 | val_loss: 0.0311036 | Time: 1939.59 ms [2021-01-05 04:03:55 main:574] : INFO : Epoch 966 | loss: 0.0310632 | val_loss: 0.0311037 | Time: 1941.96 ms [2021-01-05 04:03:57 main:574] : INFO : Epoch 967 | loss: 0.031064 | val_loss: 0.0311101 | Time: 1937.94 ms [2021-01-05 04:03:59 main:574] : INFO : Epoch 968 | loss: 0.0310675 | val_loss: 0.0311064 | Time: 1941.15 ms [2021-01-05 04:04:01 main:574] : INFO : Epoch 969 | loss: 0.0310656 | val_loss: 0.0311077 | Time: 1935.31 ms [2021-01-05 04:04:03 main:574] : INFO : Epoch 970 | loss: 0.031067 | val_loss: 0.031104 | Time: 1944.08 ms [2021-01-05 04:04:05 main:574] : INFO : Epoch 971 | loss: 0.0310764 | val_loss: 0.0311042 | Time: 1950.54 ms [2021-01-05 04:04:07 main:574] : INFO : Epoch 972 | loss: 0.0310673 | val_loss: 0.031096 | Time: 1944.22 ms [2021-01-05 04:04:09 main:574] : INFO : Epoch 973 | loss: 0.0310742 | val_loss: 0.0311026 | Time: 1942.49 ms [2021-01-05 04:04:11 main:574] : INFO : Epoch 974 | loss: 0.0310694 | val_loss: 0.0311033 | Time: 1940.17 ms [2021-01-05 04:04:13 main:574] : INFO : Epoch 975 | loss: 0.0310681 | val_loss: 0.0311049 | Time: 1939.19 ms [2021-01-05 04:04:14 main:574] : INFO : Epoch 976 | loss: 0.0310653 | val_loss: 0.0311024 | Time: 1948.79 ms [2021-01-05 04:04:16 main:574] : INFO : Epoch 977 | loss: 0.0310658 | val_loss: 0.0311015 | Time: 1942.49 ms [2021-01-05 04:04:18 main:574] : INFO : Epoch 978 | loss: 0.0310647 | val_loss: 0.0310976 | Time: 1938.18 ms [2021-01-05 04:04:20 main:574] : INFO : Epoch 979 | loss: 0.0310644 | val_loss: 0.031105 | Time: 1946.46 ms [2021-01-05 04:04:22 main:574] : INFO : Epoch 980 | loss: 0.0310629 | val_loss: 0.0311029 | Time: 1954.74 ms [2021-01-05 04:04:24 main:574] : INFO : Epoch 981 | loss: 0.0310645 | val_loss: 0.0311061 | Time: 1951.19 ms [2021-01-05 04:04:26 main:574] : INFO : Epoch 982 | loss: 0.0310646 | val_loss: 0.0310986 | Time: 1947.63 ms [2021-01-05 04:04:28 main:574] : INFO : Epoch 983 | loss: 0.0310604 | val_loss: 0.0311023 | Time: 1944.38 ms [2021-01-05 04:04:30 main:574] : INFO : Epoch 984 | loss: 0.0310611 | val_loss: 0.0311087 | Time: 1950.8 ms [2021-01-05 04:04:32 main:574] : INFO : Epoch 985 | loss: 0.031068 | val_loss: 0.0311048 | Time: 1947.42 ms [2021-01-05 04:04:34 main:574] : INFO : Epoch 986 | loss: 0.0310632 | val_loss: 0.031108 | Time: 1950.42 ms [2021-01-05 04:04:36 main:574] : INFO : Epoch 987 | loss: 0.0310617 | val_loss: 0.0311009 | Time: 1947.16 ms [2021-01-05 04:04:38 main:574] : INFO : Epoch 988 | loss: 0.0310628 | val_loss: 0.0311149 | Time: 1956.32 ms [2021-01-05 04:04:40 main:574] : INFO : Epoch 989 | loss: 0.031065 | val_loss: 0.031108 | Time: 1952.34 ms [2021-01-05 04:04:42 main:574] : INFO : Epoch 990 | loss: 0.0310624 | val_loss: 0.0311078 | Time: 1957.45 ms [2021-01-05 04:04:44 main:574] : INFO : Epoch 991 | loss: 0.0310619 | val_loss: 0.0311006 | Time: 1954.18 ms [2021-01-05 04:04:46 main:574] : INFO : Epoch 992 | loss: 0.0310605 | val_loss: 0.0311094 | Time: 1957.56 ms [2021-01-05 04:04:48 main:574] : INFO : Epoch 993 | loss: 0.0310618 | val_loss: 0.0311036 | Time: 1956.76 ms [2021-01-05 04:04:50 main:574] : INFO : Epoch 994 | loss: 0.0310606 | val_loss: 0.0311079 | Time: 1947.35 ms [2021-01-05 04:04:52 main:574] : INFO : Epoch 995 | loss: 0.0310585 | val_loss: 0.031101 | Time: 1958.32 ms [2021-01-05 04:04:54 main:574] : INFO : Epoch 996 | loss: 0.0310573 | val_loss: 0.0311026 | Time: 1951.7 ms [2021-01-05 04:04:56 main:574] : INFO : Epoch 997 | loss: 0.0310591 | val_loss: 0.0310996 | Time: 1946.78 ms [2021-01-05 04:04:58 main:574] : INFO : Epoch 998 | loss: 0.0310569 | val_loss: 0.0311071 | Time: 1953.91 ms [2021-01-05 04:05:00 main:574] : INFO : Epoch 999 | loss: 0.0310571 | val_loss: 0.0311021 | Time: 1950.6 ms [2021-01-05 04:05:02 main:574] : INFO : Epoch 1000 | loss: 0.0310552 | val_loss: 0.0311012 | Time: 1951.02 ms [2021-01-05 04:05:04 main:574] : INFO : Epoch 1001 | loss: 0.031056 | val_loss: 0.0311085 | Time: 1946.4 ms [2021-01-05 04:05:06 main:574] : INFO : Epoch 1002 | loss: 0.0310601 | val_loss: 0.0311146 | Time: 1953.45 ms [2021-01-05 04:05:07 main:574] : INFO : Epoch 1003 | loss: 0.031059 | val_loss: 0.0311011 | Time: 1946.54 ms [2021-01-05 04:05:09 main:574] : INFO : Epoch 1004 | loss: 0.0310575 | val_loss: 0.0311069 | Time: 1944.3 ms [2021-01-05 04:05:11 main:574] : INFO : Epoch 1005 | loss: 0.0310564 | val_loss: 0.0310997 | Time: 1950.6 ms [2021-01-05 04:05:13 main:574] : INFO : Epoch 1006 | loss: 0.0310599 | val_loss: 0.0311077 | Time: 1954.54 ms [2021-01-05 04:05:15 main:574] : INFO : Epoch 1007 | loss: 0.0310629 | val_loss: 0.0311006 | Time: 1950.53 ms [2021-01-05 04:05:17 main:574] : INFO : Epoch 1008 | loss: 0.0310619 | val_loss: 0.0311076 | Time: 1945.75 ms [2021-01-05 04:05:19 main:574] : INFO : Epoch 1009 | loss: 0.031069 | val_loss: 0.0311107 | Time: 1958.91 ms [2021-01-05 04:05:21 main:574] : INFO : Epoch 1010 | loss: 0.0310737 | val_loss: 0.0311011 | Time: 1951.96 ms [2021-01-05 04:05:23 main:574] : INFO : Epoch 1011 | loss: 0.0310693 | val_loss: 0.0311214 | Time: 2003.32 ms [2021-01-05 04:05:25 main:574] : INFO : Epoch 1012 | loss: 0.0310689 | val_loss: 0.0311024 | Time: 1951.45 ms [2021-01-05 04:05:27 main:574] : INFO : Epoch 1013 | loss: 0.0310607 | val_loss: 0.0311034 | Time: 1948.55 ms [2021-01-05 04:05:29 main:574] : INFO : Epoch 1014 | loss: 0.0310589 | val_loss: 0.0310988 | Time: 1950.6 ms [2021-01-05 04:05:31 main:574] : INFO : Epoch 1015 | loss: 0.031056 | val_loss: 0.0311013 | Time: 1950.82 ms [2021-01-05 04:05:33 main:574] : INFO : Epoch 1016 | loss: 0.0310541 | val_loss: 0.0311105 | Time: 1951.75 ms [2021-01-05 04:05:35 main:574] : INFO : Epoch 1017 | loss: 0.0310555 | val_loss: 0.0311068 | Time: 1954.58 ms [2021-01-05 04:05:37 main:574] : INFO : Epoch 1018 | loss: 0.0310568 | val_loss: 0.0311034 | Time: 1950.03 ms [2021-01-05 04:05:39 main:574] : INFO : Epoch 1019 | loss: 0.0310573 | val_loss: 0.0311053 | Time: 1953.93 ms [2021-01-05 04:05:41 main:574] : INFO : Epoch 1020 | loss: 0.0310566 | val_loss: 0.0311007 | Time: 1952.65 ms [2021-01-05 04:05:43 main:574] : INFO : Epoch 1021 | loss: 0.0310591 | val_loss: 0.0311041 | Time: 1954.11 ms [2021-01-05 04:05:45 main:574] : INFO : Epoch 1022 | loss: 0.031059 | val_loss: 0.0311032 | Time: 1948.07 ms [2021-01-05 04:05:47 main:574] : INFO : Epoch 1023 | loss: 0.0310601 | val_loss: 0.0311076 | Time: 1958.34 ms [2021-01-05 04:05:49 main:574] : INFO : Epoch 1024 | loss: 0.0310594 | val_loss: 0.0311118 | Time: 1951.11 ms [2021-01-05 04:05:49 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311118 [2021-01-05 04:05:49 main:603] : INFO : Saving end state to config to file [2021-01-05 04:05:49 main:608] : INFO : Success, exiting.. 04:05:49 (43424): 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)