Task 3529797
| Name | ParityMachine-1605455058-21166-7_0 |
| Workunit | 1753254 |
| Created | 4 Jan 2021, 21:49:22 UTC |
| Sent | 6 Jan 2021, 1:17:42 UTC |
| Report deadline | 13 Jan 2021, 1:17:42 UTC |
| Received | 6 Jan 2021, 2:38:22 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7171 |
| Run time | 33 min 50 sec |
| CPU time | 33 min 4 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 | 1.55 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> : INFO : Epoch 514 | loss: 0.0311582 | val_loss: 0.0311658 | Time: 1936.82 ms [2021-01-06 03:21:33 main:574] : INFO : Epoch 515 | loss: 0.0311579 | val_loss: 0.0311651 | Time: 1943.7 ms [2021-01-06 03:21:35 main:574] : INFO : Epoch 516 | loss: 0.0311567 | val_loss: 0.0311658 | Time: 1937.75 ms [2021-01-06 03:21:37 main:574] : INFO : Epoch 517 | loss: 0.0311584 | val_loss: 0.0311771 | Time: 1938.42 ms [2021-01-06 03:21:39 main:574] : INFO : Epoch 518 | loss: 0.031161 | val_loss: 0.0311667 | Time: 1934.82 ms [2021-01-06 03:21:40 main:574] : INFO : Epoch 519 | loss: 0.0311593 | val_loss: 0.0311659 | Time: 1932.68 ms [2021-01-06 03:21:42 main:574] : INFO : Epoch 520 | loss: 0.0311593 | val_loss: 0.0311647 | Time: 1941.03 ms [2021-01-06 03:21:44 main:574] : INFO : Epoch 521 | loss: 0.0311575 | val_loss: 0.0311657 | Time: 1936.73 ms [2021-01-06 03:21:46 main:574] : INFO : Epoch 522 | loss: 0.031157 | val_loss: 0.0311641 | Time: 1938.29 ms [2021-01-06 03:21:48 main:574] : INFO : Epoch 523 | loss: 0.0311562 | val_loss: 0.0311643 | Time: 1947.59 ms [2021-01-06 03:21:50 main:574] : INFO : Epoch 524 | loss: 0.0311565 | val_loss: 0.0311652 | Time: 1946.26 ms [2021-01-06 03:21:52 main:574] : INFO : Epoch 525 | loss: 0.0311566 | val_loss: 0.031167 | Time: 1949.52 ms [2021-01-06 03:21:54 main:574] : INFO : Epoch 526 | loss: 0.0311581 | val_loss: 0.0311669 | Time: 1944.3 ms [2021-01-06 03:21:56 main:574] : INFO : Epoch 527 | loss: 0.0311584 | val_loss: 0.0311652 | Time: 1952.43 ms [2021-01-06 03:21:58 main:574] : INFO : Epoch 528 | loss: 0.0311578 | val_loss: 0.0311646 | Time: 1952.89 ms [2021-01-06 03:22:00 main:574] : INFO : Epoch 529 | loss: 0.0311594 | val_loss: 0.0311646 | Time: 1946.45 ms [2021-01-06 03:22:02 main:574] : INFO : Epoch 530 | loss: 0.0311583 | val_loss: 0.0311658 | Time: 1951.6 ms [2021-01-06 03:22:04 main:574] : INFO : Epoch 531 | loss: 0.0311578 | val_loss: 0.0311645 | Time: 1947.84 ms [2021-01-06 03:22:06 main:574] : INFO : Epoch 532 | loss: 0.0311579 | val_loss: 0.0311702 | Time: 1946.2 ms [2021-01-06 03:22:08 main:574] : INFO : Epoch 533 | loss: 0.0311628 | val_loss: 0.0311772 | Time: 1947.76 ms [2021-01-06 03:22:10 main:574] : INFO : Epoch 534 | loss: 0.0311642 | val_loss: 0.0311708 | Time: 1947.45 ms [2021-01-06 03:22:12 main:574] : INFO : Epoch 535 | loss: 0.0311574 | val_loss: 0.0311679 | Time: 1950.48 ms [2021-01-06 03:22:14 main:574] : INFO : Epoch 536 | loss: 0.0311563 | val_loss: 0.0311655 | Time: 1953.91 ms [2021-01-06 03:22:16 main:574] : INFO : Epoch 537 | loss: 0.0311561 | val_loss: 0.031163 | Time: 1951.68 ms [2021-01-06 03:22:18 main:574] : INFO : Epoch 538 | loss: 0.031158 | val_loss: 0.0311676 | Time: 1961.49 ms [2021-01-06 03:22:20 main:574] : INFO : Epoch 539 | loss: 0.0311587 | val_loss: 0.0311654 | Time: 1950.36 ms [2021-01-06 03:22:22 main:574] : INFO : Epoch 540 | loss: 0.0311591 | val_loss: 0.0311665 | Time: 1946.73 ms [2021-01-06 03:22:24 main:574] : INFO : Epoch 541 | loss: 0.0311567 | val_loss: 0.0311631 | Time: 1949.71 ms [2021-01-06 03:22:26 main:574] : INFO : Epoch 542 | loss: 0.031157 | val_loss: 0.0311673 | Time: 1947.84 ms [2021-01-06 03:22:28 main:574] : INFO : Epoch 543 | loss: 0.0311585 | val_loss: 0.0311665 | Time: 1951.54 ms [2021-01-06 03:22:30 main:574] : INFO : Epoch 544 | loss: 0.0311595 | val_loss: 0.0311651 | Time: 1945.77 ms [2021-01-06 03:22:32 main:574] : INFO : Epoch 545 | loss: 0.0311608 | val_loss: 0.0311669 | Time: 1948.16 ms [2021-01-06 03:22:34 main:574] : INFO : Epoch 546 | loss: 0.0311597 | val_loss: 0.031168 | Time: 1942.45 ms [2021-01-06 03:22:36 main:574] : INFO : Epoch 547 | loss: 0.0311563 | val_loss: 0.0311663 | Time: 1944.07 ms [2021-01-06 03:22:38 main:574] : INFO : Epoch 548 | loss: 0.031159 | val_loss: 0.0311666 | Time: 1947.03 ms [2021-01-06 03:22:40 main:574] : INFO : Epoch 549 | loss: 0.0311612 | val_loss: 0.03117 | Time: 1951.62 ms [2021-01-06 03:22:42 main:574] : INFO : Epoch 550 | loss: 0.0311608 | val_loss: 0.0311728 | Time: 1947.6 ms [2021-01-06 03:22:44 main:574] : INFO : Epoch 551 | loss: 0.0311603 | val_loss: 0.0311678 | Time: 1946.22 ms [2021-01-06 03:22:46 main:574] : INFO : Epoch 552 | loss: 0.0311639 | val_loss: 0.0311728 | Time: 1953.21 ms [2021-01-06 03:22:48 main:574] : INFO : Epoch 553 | loss: 0.0311798 | val_loss: 0.0312002 | Time: 1948.81 ms [2021-01-06 03:22:49 main:574] : INFO : Epoch 554 | loss: 0.0312004 | val_loss: 0.0312035 | Time: 1948.27 ms [2021-01-06 03:22:51 main:574] : INFO : Epoch 555 | loss: 0.031197 | val_loss: 0.0311985 | Time: 1949.39 ms [2021-01-06 03:22:53 main:574] : INFO : Epoch 556 | loss: 0.0311927 | val_loss: 0.0311952 | Time: 1950.65 ms [2021-01-06 03:22:55 main:574] : INFO : Epoch 557 | loss: 0.0311905 | val_loss: 0.0311939 | Time: 1943.53 ms [2021-01-06 03:22:57 main:574] : INFO : Epoch 558 | loss: 0.0311857 | val_loss: 0.0311848 | Time: 1951.09 ms [2021-01-06 03:22:59 main:574] : INFO : Epoch 559 | loss: 0.0311808 | val_loss: 0.0311794 | Time: 1945.04 ms [2021-01-06 03:23:01 main:574] : INFO : Epoch 560 | loss: 0.0311759 | val_loss: 0.031181 | Time: 1953.87 ms [2021-01-06 03:23:03 main:574] : INFO : Epoch 561 | loss: 0.0311754 | val_loss: 0.0311798 | Time: 1942.46 ms [2021-01-06 03:23:05 main:574] : INFO : Epoch 562 | loss: 0.0311724 | val_loss: 0.0311769 | Time: 1950.84 ms [2021-01-06 03:23:07 main:574] : INFO : Epoch 563 | loss: 0.0311676 | val_loss: 0.0311709 | Time: 1950.38 ms [2021-01-06 03:23:09 main:574] : INFO : Epoch 564 | loss: 0.0311663 | val_loss: 0.0311707 | Time: 1956.11 ms [2021-01-06 03:23:11 main:574] : INFO : Epoch 565 | loss: 0.0311655 | val_loss: 0.0311705 | Time: 1955.72 ms [2021-01-06 03:23:13 main:574] : INFO : Epoch 566 | loss: 0.0311634 | val_loss: 0.0311688 | Time: 1949.97 ms [2021-01-06 03:23:15 main:574] : INFO : Epoch 567 | loss: 0.0311626 | val_loss: 0.0311707 | Time: 1946.33 ms [2021-01-06 03:23:17 main:574] : INFO : Epoch 568 | loss: 0.0311652 | val_loss: 0.0311727 | Time: 1946.15 ms [2021-01-06 03:23:19 main:574] : INFO : Epoch 569 | loss: 0.0311647 | val_loss: 0.0311767 | Time: 1953.99 ms [2021-01-06 03:23:21 main:574] : INFO : Epoch 570 | loss: 0.0311663 | val_loss: 0.0311768 | Time: 1952.34 ms [2021-01-06 03:23:23 main:574] : INFO : Epoch 571 | loss: 0.031163 | val_loss: 0.0311679 | Time: 1947.99 ms [2021-01-06 03:23:25 main:574] : INFO : Epoch 572 | loss: 0.0311615 | val_loss: 0.0311669 | Time: 1948.16 ms [2021-01-06 03:23:27 main:574] : INFO : Epoch 573 | loss: 0.0311613 | val_loss: 0.0311663 | Time: 1947.16 ms [2021-01-06 03:23:29 main:574] : INFO : Epoch 574 | loss: 0.0311621 | val_loss: 0.0311673 | Time: 1947.78 ms [2021-01-06 03:23:31 main:574] : INFO : Epoch 575 | loss: 0.0311629 | val_loss: 0.0311715 | Time: 1946.95 ms [2021-01-06 03:23:33 main:574] : INFO : Epoch 576 | loss: 0.031162 | val_loss: 0.0311667 | Time: 1946.71 ms [2021-01-06 03:23:35 main:574] : INFO : Epoch 577 | loss: 0.0311611 | val_loss: 0.0311685 | Time: 1948.31 ms [2021-01-06 03:23:36 main:574] : INFO : Epoch 578 | loss: 0.0311639 | val_loss: 0.031171 | Time: 1944.33 ms [2021-01-06 03:23:38 main:574] : INFO : Epoch 579 | loss: 0.0311647 | val_loss: 0.0311712 | Time: 1946.53 ms [2021-01-06 03:23:40 main:574] : INFO : Epoch 580 | loss: 0.0311658 | val_loss: 0.031175 | Time: 1941.64 ms [2021-01-06 03:23:42 main:574] : INFO : Epoch 581 | loss: 0.0311664 | val_loss: 0.0311736 | Time: 1948.94 ms [2021-01-06 03:23:44 main:574] : INFO : Epoch 582 | loss: 0.0311648 | val_loss: 0.0311714 | Time: 1942.85 ms [2021-01-06 03:23:46 main:574] : INFO : Epoch 583 | loss: 0.0311653 | val_loss: 0.0311712 | Time: 1943.98 ms [2021-01-06 03:23:48 main:574] : INFO : Epoch 584 | loss: 0.0311638 | val_loss: 0.0311735 | Time: 1945.63 ms [2021-01-06 03:23:50 main:574] : INFO : Epoch 585 | loss: 0.0311646 | val_loss: 0.0311696 | Time: 1950.9 ms [2021-01-06 03:23:52 main:574] : INFO : Epoch 586 | loss: 0.0311623 | val_loss: 0.0311684 | Time: 1950.74 ms [2021-01-06 03:23:54 main:574] : INFO : Epoch 587 | loss: 0.0311609 | val_loss: 0.031172 | Time: 1960.28 ms [2021-01-06 03:23:56 main:574] : INFO : Epoch 588 | loss: 0.0311635 | val_loss: 0.0311681 | Time: 1948.2 ms [2021-01-06 03:23:58 main:574] : INFO : Epoch 589 | loss: 0.0311619 | val_loss: 0.0311717 | Time: 1958.33 ms [2021-01-06 03:24:00 main:574] : INFO : Epoch 590 | loss: 0.0311601 | val_loss: 0.0311701 | Time: 1942.37 ms [2021-01-06 03:24:02 main:574] : INFO : Epoch 591 | loss: 0.0311632 | val_loss: 0.0311786 | Time: 1949.97 ms [2021-01-06 03:24:04 main:574] : INFO : Epoch 592 | loss: 0.0311631 | val_loss: 0.0311654 | Time: 1950.9 ms [2021-01-06 03:24:06 main:574] : INFO : Epoch 593 | loss: 0.0311597 | val_loss: 0.0311681 | Time: 1940.59 ms [2021-01-06 03:24:08 main:574] : INFO : Epoch 594 | loss: 0.0311606 | val_loss: 0.0311717 | Time: 1951.65 ms [2021-01-06 03:24:10 main:574] : INFO : Epoch 595 | loss: 0.0311596 | val_loss: 0.0311677 | Time: 1947.22 ms [2021-01-06 03:24:12 main:574] : INFO : Epoch 596 | loss: 0.0311577 | val_loss: 0.0311666 | Time: 1937.99 ms [2021-01-06 03:24:14 main:574] : INFO : Epoch 597 | loss: 0.0311564 | val_loss: 0.0311658 | Time: 1934.63 ms [2021-01-06 03:24:16 main:574] : INFO : Epoch 598 | loss: 0.0311574 | val_loss: 0.0311643 | Time: 1932.59 ms [2021-01-06 03:24:18 main:574] : INFO : Epoch 599 | loss: 0.0311573 | val_loss: 0.0311647 | Time: 1927.79 ms [2021-01-06 03:24:20 main:574] : INFO : Epoch 600 | loss: 0.0311585 | val_loss: 0.0311655 | Time: 1936.45 ms [2021-01-06 03:24:21 main:574] : INFO : Epoch 601 | loss: 0.0311567 | val_loss: 0.0311663 | Time: 1932.73 ms [2021-01-06 03:24:23 main:574] : INFO : Epoch 602 | loss: 0.0311573 | val_loss: 0.031165 | Time: 1926.74 ms [2021-01-06 03:24:25 main:574] : INFO : Epoch 603 | loss: 0.0311577 | val_loss: 0.0311645 | Time: 1928.75 ms [2021-01-06 03:24:27 main:574] : INFO : Epoch 604 | loss: 0.0311582 | val_loss: 0.0311673 | Time: 1932.77 ms [2021-01-06 03:24:29 main:574] : INFO : Epoch 605 | loss: 0.0311591 | val_loss: 0.0311646 | Time: 1935.19 ms [2021-01-06 03:24:31 main:574] : INFO : Epoch 606 | loss: 0.0311599 | val_loss: 0.0311698 | Time: 1935.4 ms [2021-01-06 03:24:33 main:574] : INFO : Epoch 607 | loss: 0.0311591 | val_loss: 0.031167 | Time: 1931.52 ms [2021-01-06 03:24:35 main:574] : INFO : Epoch 608 | loss: 0.0311574 | val_loss: 0.0311669 | Time: 1940.48 ms [2021-01-06 03:24:37 main:574] : INFO : Epoch 609 | loss: 0.0311581 | val_loss: 0.0311689 | Time: 1931 ms [2021-01-06 03:24:39 main:574] : INFO : Epoch 610 | loss: 0.0311579 | val_loss: 0.031166 | Time: 1933 ms [2021-01-06 03:24:41 main:574] : INFO : Epoch 611 | loss: 0.0311576 | val_loss: 0.0311649 | Time: 1932.17 ms [2021-01-06 03:24:43 main:574] : INFO : Epoch 612 | loss: 0.0311574 | val_loss: 0.0311655 | Time: 1936.28 ms [2021-01-06 03:24:45 main:574] : INFO : Epoch 613 | loss: 0.0311584 | val_loss: 0.031166 | Time: 1935.57 ms [2021-01-06 03:24:47 main:574] : INFO : Epoch 614 | loss: 0.0311589 | val_loss: 0.0311654 | Time: 1932.39 ms [2021-01-06 03:24:49 main:574] : INFO : Epoch 615 | loss: 0.0311553 | val_loss: 0.0311658 | Time: 1935.24 ms [2021-01-06 03:24:51 main:574] : INFO : Epoch 616 | loss: 0.0311561 | val_loss: 0.0311644 | Time: 1931.22 ms [2021-01-06 03:24:53 main:574] : INFO : Epoch 617 | loss: 0.0311559 | val_loss: 0.0311645 | Time: 1932.65 ms [2021-01-06 03:24:55 main:574] : INFO : Epoch 618 | loss: 0.0311567 | val_loss: 0.0311666 | Time: 1933.11 ms [2021-01-06 03:24:56 main:574] : INFO : Epoch 619 | loss: 0.0311548 | val_loss: 0.03117 | Time: 1931.9 ms [2021-01-06 03:24:58 main:574] : INFO : Epoch 620 | loss: 0.031161 | val_loss: 0.0311699 | Time: 1928.63 ms [2021-01-06 03:25:00 main:574] : INFO : Epoch 621 | loss: 0.031158 | val_loss: 0.0311663 | Time: 1937.64 ms [2021-01-06 03:25:02 main:574] : INFO : Epoch 622 | loss: 0.0311607 | val_loss: 0.0311669 | Time: 1928.4 ms [2021-01-06 03:25:04 main:574] : INFO : Epoch 623 | loss: 0.0311597 | val_loss: 0.031166 | Time: 1938.15 ms [2021-01-06 03:25:06 main:574] : INFO : Epoch 624 | loss: 0.0311595 | val_loss: 0.0311667 | Time: 1933.27 ms [2021-01-06 03:25:08 main:574] : INFO : Epoch 625 | loss: 0.0311582 | val_loss: 0.0311662 | Time: 1934.53 ms [2021-01-06 03:25:10 main:574] : INFO : Epoch 626 | loss: 0.0311603 | val_loss: 0.0311644 | Time: 1938.38 ms [2021-01-06 03:25:12 main:574] : INFO : Epoch 627 | loss: 0.0311607 | val_loss: 0.0311674 | Time: 1930.46 ms [2021-01-06 03:25:14 main:574] : INFO : Epoch 628 | loss: 0.0311602 | val_loss: 0.031173 | Time: 1932.08 ms [2021-01-06 03:25:16 main:574] : INFO : Epoch 629 | loss: 0.031168 | val_loss: 0.0311785 | Time: 1937.71 ms [2021-01-06 03:25:18 main:574] : INFO : Epoch 630 | loss: 0.031173 | val_loss: 0.0311731 | Time: 1931.17 ms [2021-01-06 03:25:20 main:574] : INFO : Epoch 631 | loss: 0.0311727 | val_loss: 0.0311757 | Time: 1930.67 ms [2021-01-06 03:25:22 main:574] : INFO : Epoch 632 | loss: 0.0311749 | val_loss: 0.0311762 | Time: 1939.09 ms [2021-01-06 03:25:24 main:574] : INFO : Epoch 633 | loss: 0.0311739 | val_loss: 0.0311756 | Time: 1930.62 ms [2021-01-06 03:25:26 main:574] : INFO : Epoch 634 | loss: 0.0311735 | val_loss: 0.0311786 | Time: 1936.79 ms [2021-01-06 03:25:28 main:574] : INFO : Epoch 635 | loss: 0.0311724 | val_loss: 0.0311743 | Time: 1934.93 ms [2021-01-06 03:25:30 main:574] : INFO : Epoch 636 | loss: 0.0311688 | val_loss: 0.0311713 | Time: 1935.61 ms [2021-01-06 03:25:31 main:574] : INFO : Epoch 637 | loss: 0.0311685 | val_loss: 0.0311682 | Time: 1935.26 ms [2021-01-06 03:25:33 main:574] : INFO : Epoch 638 | loss: 0.031166 | val_loss: 0.0311681 | Time: 1941.28 ms [2021-01-06 03:25:35 main:574] : INFO : Epoch 639 | loss: 0.0311685 | val_loss: 0.0311697 | Time: 1937.88 ms [2021-01-06 03:25:37 main:574] : INFO : Epoch 640 | loss: 0.0311661 | val_loss: 0.0311717 | Time: 1939.91 ms [2021-01-06 03:25:39 main:574] : INFO : Epoch 641 | loss: 0.0311652 | val_loss: 0.0311678 | Time: 1936.82 ms [2021-01-06 03:25:41 main:574] : INFO : Epoch 642 | loss: 0.031169 | val_loss: 0.0311766 | Time: 1941.25 ms [2021-01-06 03:25:43 main:574] : INFO : Epoch 643 | loss: 0.0311622 | val_loss: 0.0311651 | Time: 1934.11 ms [2021-01-06 03:25:45 main:574] : INFO : Epoch 644 | loss: 0.0311606 | val_loss: 0.0311646 | Time: 1938.47 ms [2021-01-06 03:25:47 main:574] : INFO : Epoch 645 | loss: 0.0311584 | val_loss: 0.0311641 | Time: 1936.13 ms [2021-01-06 03:25:49 main:574] : INFO : Epoch 646 | loss: 0.0311576 | val_loss: 0.0311647 | Time: 1936.4 ms [2021-01-06 03:25:51 main:574] : INFO : Epoch 647 | loss: 0.0311581 | val_loss: 0.0311638 | Time: 1940.93 ms [2021-01-06 03:25:53 main:574] : INFO : Epoch 648 | loss: 0.0311597 | val_loss: 0.031168 | Time: 1940.18 ms [2021-01-06 03:25:55 main:574] : INFO : Epoch 649 | loss: 0.0311579 | val_loss: 0.0311635 | Time: 1936.4 ms [2021-01-06 03:25:57 main:574] : INFO : Epoch 650 | loss: 0.0311578 | val_loss: 0.0311649 | Time: 1936.8 ms [2021-01-06 03:25:59 main:574] : INFO : Epoch 651 | loss: 0.0311572 | val_loss: 0.0311668 | Time: 1936.52 ms [2021-01-06 03:26:01 main:574] : INFO : Epoch 652 | loss: 0.0311571 | val_loss: 0.0311619 | Time: 1938.19 ms [2021-01-06 03:26:03 main:574] : INFO : Epoch 653 | loss: 0.0311574 | val_loss: 0.0311641 | Time: 1939.71 ms [2021-01-06 03:26:05 main:574] : INFO : Epoch 654 | loss: 0.0311619 | val_loss: 0.0311637 | Time: 1938.04 ms [2021-01-06 03:26:07 main:574] : INFO : Epoch 655 | loss: 0.0311593 | val_loss: 0.0311649 | Time: 1936.95 ms [2021-01-06 03:26:09 main:574] : INFO : Epoch 656 | loss: 0.0311574 | val_loss: 0.0311609 | Time: 1943.02 ms [2021-01-06 03:26:10 main:574] : INFO : Epoch 657 | loss: 0.0311575 | val_loss: 0.0311654 | Time: 1939.35 ms [2021-01-06 03:26:12 main:574] : INFO : Epoch 658 | loss: 0.0311571 | val_loss: 0.0311638 | Time: 1936.18 ms [2021-01-06 03:26:14 main:574] : INFO : Epoch 659 | loss: 0.0311571 | val_loss: 0.0311636 | Time: 1934.84 ms [2021-01-06 03:26:16 main:574] : INFO : Epoch 660 | loss: 0.0311558 | val_loss: 0.031163 | Time: 1941.25 ms [2021-01-06 03:26:18 main:574] : INFO : Epoch 661 | loss: 0.031155 | val_loss: 0.0311627 | Time: 1944.43 ms [2021-01-06 03:26:20 main:574] : INFO : Epoch 662 | loss: 0.031155 | val_loss: 0.0311624 | Time: 1943.88 ms [2021-01-06 03:26:22 main:574] : INFO : Epoch 663 | loss: 0.0311554 | val_loss: 0.0311628 | Time: 1950.75 ms [2021-01-06 03:26:24 main:574] : INFO : Epoch 664 | loss: 0.0311583 | val_loss: 0.0311697 | Time: 1944.29 ms [2021-01-06 03:26:26 main:574] : INFO : Epoch 665 | loss: 0.0311583 | val_loss: 0.0311633 | Time: 1966.68 ms [2021-01-06 03:26:28 main:574] : INFO : Epoch 666 | loss: 0.0311549 | val_loss: 0.0311627 | Time: 1946.6 ms [2021-01-06 03:26:30 main:574] : INFO : Epoch 667 | loss: 0.0311556 | val_loss: 0.0311631 | Time: 1942.43 ms [2021-01-06 03:26:32 main:574] : INFO : Epoch 668 | loss: 0.0311568 | val_loss: 0.031167 | Time: 1941.08 ms [2021-01-06 03:26:34 main:574] : INFO : Epoch 669 | loss: 0.0311568 | val_loss: 0.0311626 | Time: 1948.25 ms [2021-01-06 03:26:36 main:574] : INFO : Epoch 670 | loss: 0.0311584 | val_loss: 0.0311633 | Time: 1937.71 ms [2021-01-06 03:26:38 main:574] : INFO : Epoch 671 | loss: 0.0311561 | val_loss: 0.0311643 | Time: 1942.16 ms [2021-01-06 03:26:40 main:574] : INFO : Epoch 672 | loss: 0.0311556 | val_loss: 0.0311627 | Time: 1932.46 ms [2021-01-06 03:26:42 main:574] : INFO : Epoch 673 | loss: 0.031156 | val_loss: 0.0311645 | Time: 1938.54 ms [2021-01-06 03:26:44 main:574] : INFO : Epoch 674 | loss: 0.0311551 | val_loss: 0.0311621 | Time: 1941.35 ms [2021-01-06 03:26:46 main:574] : INFO : Epoch 675 | loss: 0.0311562 | val_loss: 0.031164 | Time: 1939.48 ms [2021-01-06 03:26:48 main:574] : INFO : Epoch 676 | loss: 0.0311587 | val_loss: 0.0311649 | Time: 1938.5 ms [2021-01-06 03:26:50 main:574] : INFO : Epoch 677 | loss: 0.0311582 | val_loss: 0.0311637 | Time: 1939.73 ms [2021-01-06 03:26:51 main:574] : INFO : Epoch 678 | loss: 0.0311617 | val_loss: 0.0311734 | Time: 1943.23 ms [2021-01-06 03:26:53 main:574] : INFO : Epoch 679 | loss: 0.031159 | val_loss: 0.0311616 | Time: 1934.02 ms [2021-01-06 03:26:55 main:574] : INFO : Epoch 680 | loss: 0.031159 | val_loss: 0.0311619 | Time: 1938.37 ms [2021-01-06 03:26:57 main:574] : INFO : Epoch 681 | loss: 0.0311565 | val_loss: 0.0311641 | Time: 1944.13 ms [2021-01-06 03:26:59 main:574] : INFO : Epoch 682 | loss: 0.0311558 | val_loss: 0.0311672 | Time: 1937.28 ms [2021-01-06 03:27:01 main:574] : INFO : Epoch 683 | loss: 0.0311584 | val_loss: 0.0311662 | Time: 1937.37 ms [2021-01-06 03:27:03 main:574] : INFO : Epoch 684 | loss: 0.0311577 | val_loss: 0.0311636 | Time: 1943.24 ms [2021-01-06 03:27:05 main:574] : INFO : Epoch 685 | loss: 0.0311564 | val_loss: 0.0311625 | Time: 1940.23 ms [2021-01-06 03:27:07 main:574] : INFO : Epoch 686 | loss: 0.0311566 | val_loss: 0.0311687 | Time: 1942.04 ms [2021-01-06 03:27:09 main:574] : INFO : Epoch 687 | loss: 0.0311574 | val_loss: 0.0311619 | Time: 1939.15 ms [2021-01-06 03:27:11 main:574] : INFO : Epoch 688 | loss: 0.0311562 | val_loss: 0.0311623 | Time: 1938.9 ms [2021-01-06 03:27:13 main:574] : INFO : Epoch 689 | loss: 0.0311603 | val_loss: 0.0311697 | Time: 1948.97 ms [2021-01-06 03:27:15 main:574] : INFO : Epoch 690 | loss: 0.0311723 | val_loss: 0.031171 | Time: 1938.23 ms [2021-01-06 03:27:17 main:574] : INFO : Epoch 691 | loss: 0.0311703 | val_loss: 0.0311672 | Time: 1935.24 ms [2021-01-06 03:27:19 main:574] : INFO : Epoch 692 | loss: 0.0311601 | val_loss: 0.0311694 | Time: 1946.82 ms [2021-01-06 03:27:21 main:574] : INFO : Epoch 693 | loss: 0.0311609 | val_loss: 0.0311671 | Time: 1939.38 ms [2021-01-06 03:27:23 main:574] : INFO : Epoch 694 | loss: 0.0311588 | val_loss: 0.0311734 | Time: 1940.03 ms [2021-01-06 03:27:25 main:574] : INFO : Epoch 695 | loss: 0.0311581 | val_loss: 0.0311651 | Time: 1938.33 ms [2021-01-06 03:27:27 main:574] : INFO : Epoch 696 | loss: 0.0311583 | val_loss: 0.0311649 | Time: 1936.42 ms [2021-01-06 03:27:29 main:574] : INFO : Epoch 697 | loss: 0.0311607 | val_loss: 0.0311658 | Time: 1939.01 ms [2021-01-06 03:27:30 main:574] : INFO : Epoch 698 | loss: 0.0311605 | val_loss: 0.0311645 | Time: 1946.35 ms [2021-01-06 03:27:32 main:574] : INFO : Epoch 699 | loss: 0.0311599 | val_loss: 0.0311657 | Time: 1947.13 ms [2021-01-06 03:27:34 main:574] : INFO : Epoch 700 | loss: 0.0311586 | val_loss: 0.0311655 | Time: 1937.48 ms [2021-01-06 03:27:36 main:574] : INFO : Epoch 701 | loss: 0.0311578 | val_loss: 0.031165 | Time: 1939.02 ms [2021-01-06 03:27:38 main:574] : INFO : Epoch 702 | loss: 0.0311575 | val_loss: 0.0311647 | Time: 1936.94 ms [2021-01-06 03:27:40 main:574] : INFO : Epoch 703 | loss: 0.0311598 | val_loss: 0.0311667 | Time: 1943.97 ms [2021-01-06 03:27:42 main:574] : INFO : Epoch 704 | loss: 0.0311581 | val_loss: 0.0311664 | Time: 1937.6 ms [2021-01-06 03:27:44 main:574] : INFO : Epoch 705 | loss: 0.0311605 | val_loss: 0.0311658 | Time: 1942.78 ms [2021-01-06 03:27:46 main:574] : INFO : Epoch 706 | loss: 0.0311573 | val_loss: 0.031164 | Time: 1942.92 ms [2021-01-06 03:27:48 main:574] : INFO : Epoch 707 | loss: 0.031158 | val_loss: 0.0311634 | Time: 1941.75 ms [2021-01-06 03:27:50 main:574] : INFO : Epoch 708 | loss: 0.0311564 | val_loss: 0.0311655 | Time: 1940.68 ms [2021-01-06 03:27:52 main:574] : INFO : Epoch 709 | loss: 0.0311605 | val_loss: 0.0311698 | Time: 1939.74 ms [2021-01-06 03:27:54 main:574] : INFO : Epoch 710 | loss: 0.0311585 | val_loss: 0.0311655 | Time: 1937.28 ms [2021-01-06 03:27:56 main:574] : INFO : Epoch 711 | loss: 0.0311584 | val_loss: 0.0311653 | Time: 1939.79 ms [2021-01-06 03:27:58 main:574] : INFO : Epoch 712 | loss: 0.0311562 | val_loss: 0.0311627 | Time: 1949.69 ms [2021-01-06 03:28:00 main:574] : INFO : Epoch 713 | loss: 0.0311559 | val_loss: 0.0311671 | Time: 1949.75 ms [2021-01-06 03:28:02 main:574] : INFO : Epoch 714 | loss: 0.0311586 | val_loss: 0.0311642 | Time: 1948.63 ms [2021-01-06 03:28:04 main:574] : INFO : Epoch 715 | loss: 0.0311589 | val_loss: 0.0311652 | Time: 1945.3 ms [2021-01-06 03:28:06 main:574] : INFO : Epoch 716 | loss: 0.0311579 | val_loss: 0.0311668 | Time: 1943.9 ms [2021-01-06 03:28:08 main:574] : INFO : Epoch 717 | loss: 0.0311594 | val_loss: 0.0311647 | Time: 1945.38 ms [2021-01-06 03:28:10 main:574] : INFO : Epoch 718 | loss: 0.0311575 | val_loss: 0.0311635 | Time: 1945.05 ms [2021-01-06 03:28:12 main:574] : INFO : Epoch 719 | loss: 0.0311583 | val_loss: 0.0311757 | Time: 1950.66 ms [2021-01-06 03:28:13 main:574] : INFO : Epoch 720 | loss: 0.0311585 | val_loss: 0.0311621 | Time: 1945.43 ms [2021-01-06 03:28:15 main:574] : INFO : Epoch 721 | loss: 0.0311563 | val_loss: 0.0311689 | Time: 1944.85 ms [2021-01-06 03:28:17 main:574] : INFO : Epoch 722 | loss: 0.031158 | val_loss: 0.0311661 | Time: 1938.59 ms [2021-01-06 03:28:19 main:574] : INFO : Epoch 723 | loss: 0.0311587 | val_loss: 0.0311724 | Time: 1943.52 ms [2021-01-06 03:28:21 main:574] : INFO : Epoch 724 | loss: 0.0311565 | val_loss: 0.0311618 | Time: 1946.54 ms [2021-01-06 03:28:23 main:574] : INFO : Epoch 725 | loss: 0.0311563 | val_loss: 0.031164 | Time: 1954.95 ms [2021-01-06 03:28:25 main:574] : INFO : Epoch 726 | loss: 0.0311554 | val_loss: 0.0311606 | Time: 1948.55 ms [2021-01-06 03:28:27 main:574] : INFO : Epoch 727 | loss: 0.0311571 | val_loss: 0.0311637 | Time: 1943.1 ms [2021-01-06 03:28:29 main:574] : INFO : Epoch 728 | loss: 0.0311596 | val_loss: 0.0311637 | Time: 1949.53 ms [2021-01-06 03:28:31 main:574] : INFO : Epoch 729 | loss: 0.0311574 | val_loss: 0.0311614 | Time: 1948.51 ms [2021-01-06 03:28:33 main:574] : INFO : Epoch 730 | loss: 0.0311553 | val_loss: 0.0311642 | Time: 1946.73 ms [2021-01-06 03:28:35 main:574] : INFO : Epoch 731 | loss: 0.0311558 | val_loss: 0.0311609 | Time: 1964.55 ms [2021-01-06 03:28:37 main:574] : INFO : Epoch 732 | loss: 0.0311579 | val_loss: 0.0311669 | Time: 1947.8 ms [2021-01-06 03:28:39 main:574] : INFO : Epoch 733 | loss: 0.0311554 | val_loss: 0.0311636 | Time: 1946.19 ms [2021-01-06 03:28:41 main:574] : INFO : Epoch 734 | loss: 0.031155 | val_loss: 0.0311645 | Time: 1945.95 ms [2021-01-06 03:28:43 main:574] : INFO : Epoch 735 | loss: 0.0311539 | val_loss: 0.0311637 | Time: 1941.4 ms [2021-01-06 03:28:45 main:574] : INFO : Epoch 736 | loss: 0.0311535 | val_loss: 0.0311629 | Time: 1942.52 ms [2021-01-06 03:28:47 main:574] : INFO : Epoch 737 | loss: 0.0311547 | val_loss: 0.0311627 | Time: 1945.05 ms [2021-01-06 03:28:49 main:574] : INFO : Epoch 738 | loss: 0.0311555 | val_loss: 0.0311701 | Time: 1949.25 ms [2021-01-06 03:28:51 main:574] : INFO : Epoch 739 | loss: 0.0311564 | val_loss: 0.0311618 | Time: 1946.23 ms [2021-01-06 03:28:53 main:574] : INFO : Epoch 740 | loss: 0.0311569 | val_loss: 0.0311647 | Time: 1951.01 ms [2021-01-06 03:28:55 main:574] : INFO : Epoch 741 | loss: 0.031154 | val_loss: 0.0311639 | Time: 1950.05 ms [2021-01-06 03:28:57 main:574] : INFO : Epoch 742 | loss: 0.0311534 | val_loss: 0.0311629 | Time: 1947.25 ms [2021-01-06 03:28:59 main:574] : INFO : Epoch 743 | loss: 0.0311549 | val_loss: 0.031166 | Time: 1947.17 ms [2021-01-06 03:29:00 main:574] : INFO : Epoch 744 | loss: 0.0311553 | val_loss: 0.0311815 | Time: 1945.76 ms [2021-01-06 03:29:02 main:574] : INFO : Epoch 745 | loss: 0.0311587 | val_loss: 0.031165 | Time: 1944.07 ms [2021-01-06 03:29:04 main:574] : INFO : Epoch 746 | loss: 0.0311547 | val_loss: 0.0311623 | Time: 1949.3 ms [2021-01-06 03:29:06 main:574] : INFO : Epoch 747 | loss: 0.0311554 | val_loss: 0.0311686 | Time: 1948.7 ms [2021-01-06 03:29:08 main:574] : INFO : Epoch 748 | loss: 0.0311557 | val_loss: 0.0311635 | Time: 1944.98 ms [2021-01-06 03:29:10 main:574] : INFO : Epoch 749 | loss: 0.0311539 | val_loss: 0.0311643 | Time: 1941.4 ms [2021-01-06 03:29:12 main:574] : INFO : Epoch 750 | loss: 0.0311535 | val_loss: 0.0311655 | Time: 1942.47 ms [2021-01-06 03:29:14 main:574] : INFO : Epoch 751 | loss: 0.031155 | val_loss: 0.0311615 | Time: 1942.44 ms [2021-01-06 03:29:16 main:574] : INFO : Epoch 752 | loss: 0.031156 | val_loss: 0.0311623 | Time: 1948.48 ms [2021-01-06 03:29:18 main:574] : INFO : Epoch 753 | loss: 0.0311574 | val_loss: 0.0311615 | Time: 1946.38 ms [2021-01-06 03:29:20 main:574] : INFO : Epoch 754 | loss: 0.0311549 | val_loss: 0.0311623 | Time: 1963.94 ms [2021-01-06 03:29:22 main:574] : INFO : Epoch 755 | loss: 0.0311523 | val_loss: 0.0311666 | Time: 1950.52 ms [2021-01-06 03:29:24 main:574] : INFO : Epoch 756 | loss: 0.031155 | val_loss: 0.0311632 | Time: 1940.61 ms [2021-01-06 03:29:26 main:574] : INFO : Epoch 757 | loss: 0.0311539 | val_loss: 0.0311647 | Time: 1949.42 ms [2021-01-06 03:29:28 main:574] : INFO : Epoch 758 | loss: 0.0311545 | val_loss: 0.0311689 | Time: 1943.48 ms [2021-01-06 03:29:30 main:574] : INFO : Epoch 759 | loss: 0.0311553 | val_loss: 0.031163 | Time: 1942.08 ms [2021-01-06 03:29:32 main:574] : INFO : Epoch 760 | loss: 0.0311552 | val_loss: 0.0311641 | Time: 1944.19 ms [2021-01-06 03:29:34 main:574] : INFO : Epoch 761 | loss: 0.0311548 | val_loss: 0.0311617 | Time: 1947.1 ms [2021-01-06 03:29:36 main:574] : INFO : Epoch 762 | loss: 0.0311533 | val_loss: 0.0311615 | Time: 1938.64 ms [2021-01-06 03:29:38 main:574] : INFO : Epoch 763 | loss: 0.031153 | val_loss: 0.0311624 | Time: 1930.62 ms [2021-01-06 03:29:40 main:574] : INFO : Epoch 764 | loss: 0.0311545 | val_loss: 0.0311654 | Time: 1933.9 ms [2021-01-06 03:29:42 main:574] : INFO : Epoch 765 | loss: 0.0311546 | val_loss: 0.0311633 | Time: 1929.05 ms [2021-01-06 03:29:43 main:574] : INFO : Epoch 766 | loss: 0.0311549 | val_loss: 0.0311642 | Time: 1925.57 ms [2021-01-06 03:29:45 main:574] : INFO : Epoch 767 | loss: 0.0311536 | val_loss: 0.0311645 | Time: 1928.86 ms [2021-01-06 03:29:47 main:574] : INFO : Epoch 768 | loss: 0.0311543 | val_loss: 0.0311647 | Time: 1929.32 ms [2021-01-06 03:29:49 main:574] : INFO : Epoch 769 | loss: 0.031156 | val_loss: 0.0311653 | Time: 1932.75 ms [2021-01-06 03:29:51 main:574] : INFO : Epoch 770 | loss: 0.0311536 | val_loss: 0.0311672 | Time: 1928.59 ms [2021-01-06 03:29:53 main:574] : INFO : Epoch 771 | loss: 0.0311555 | val_loss: 0.031166 | Time: 1928.72 ms [2021-01-06 03:29:55 main:574] : INFO : Epoch 772 | loss: 0.0311572 | val_loss: 0.0311625 | Time: 1931.51 ms [2021-01-06 03:29:57 main:574] : INFO : Epoch 773 | loss: 0.0311556 | val_loss: 0.0311643 | Time: 1928.59 ms [2021-01-06 03:29:59 main:574] : INFO : Epoch 774 | loss: 0.0311583 | val_loss: 0.0311691 | Time: 1929.39 ms [2021-01-06 03:30:01 main:574] : INFO : Epoch 775 | loss: 0.0311594 | val_loss: 0.0311669 | Time: 1933.7 ms [2021-01-06 03:30:03 main:574] : INFO : Epoch 776 | loss: 0.0311583 | val_loss: 0.0311674 | Time: 1929 ms [2021-01-06 03:30:05 main:574] : INFO : Epoch 777 | loss: 0.0311606 | val_loss: 0.0311656 | Time: 1926.88 ms [2021-01-06 03:30:07 main:574] : INFO : Epoch 778 | loss: 0.0311559 | val_loss: 0.0311624 | Time: 1929.77 ms [2021-01-06 03:30:09 main:574] : INFO : Epoch 779 | loss: 0.0311559 | val_loss: 0.0311628 | Time: 1928.17 ms [2021-01-06 03:30:11 main:574] : INFO : Epoch 780 | loss: 0.0311559 | val_loss: 0.0311632 | Time: 1932.52 ms [2021-01-06 03:30:13 main:574] : INFO : Epoch 781 | loss: 0.0311585 | val_loss: 0.0311617 | Time: 1936.01 ms [2021-01-06 03:30:15 main:574] : INFO : Epoch 782 | loss: 0.0311569 | val_loss: 0.0311682 | Time: 1930.73 ms [2021-01-06 03:30:16 main:574] : INFO : Epoch 783 | loss: 0.0311572 | val_loss: 0.0311622 | Time: 1927 ms [2021-01-06 03:30:18 main:574] : INFO : Epoch 784 | loss: 0.0311564 | val_loss: 0.0311608 | Time: 1925.78 ms [2021-01-06 03:30:20 main:574] : INFO : Epoch 785 | loss: 0.0311575 | val_loss: 0.0311609 | Time: 1927.01 ms [2021-01-06 03:30:22 main:574] : INFO : Epoch 786 | loss: 0.0311556 | val_loss: 0.0311618 | Time: 1936.22 ms [2021-01-06 03:30:24 main:574] : INFO : Epoch 787 | loss: 0.031155 | val_loss: 0.0311631 | Time: 1929.99 ms [2021-01-06 03:30:26 main:574] : INFO : Epoch 788 | loss: 0.0311552 | val_loss: 0.0311613 | Time: 1938.54 ms [2021-01-06 03:30:28 main:574] : INFO : Epoch 789 | loss: 0.0311555 | val_loss: 0.031163 | Time: 1929.74 ms [2021-01-06 03:30:30 main:574] : INFO : Epoch 790 | loss: 0.0311541 | val_loss: 0.0311618 | Time: 1928.83 ms [2021-01-06 03:30:32 main:574] : INFO : Epoch 791 | loss: 0.0311549 | val_loss: 0.0311619 | Time: 1925 ms [2021-01-06 03:30:34 main:574] : INFO : Epoch 792 | loss: 0.031156 | val_loss: 0.031162 | Time: 1921.63 ms [2021-01-06 03:30:36 main:574] : INFO : Epoch 793 | loss: 0.0311569 | val_loss: 0.0311631 | Time: 1933.75 ms [2021-01-06 03:30:38 main:574] : INFO : Epoch 794 | loss: 0.0311547 | val_loss: 0.0311625 | Time: 1932.24 ms [2021-01-06 03:30:40 main:574] : INFO : Epoch 795 | loss: 0.0311566 | val_loss: 0.0311715 | Time: 1930.04 ms [2021-01-06 03:30:42 main:574] : INFO : Epoch 796 | loss: 0.0311619 | val_loss: 0.0311836 | Time: 1931.04 ms [2021-01-06 03:30:44 main:574] : INFO : Epoch 797 | loss: 0.031164 | val_loss: 0.0311634 | Time: 1931.18 ms [2021-01-06 03:30:46 main:574] : INFO : Epoch 798 | loss: 0.031155 | val_loss: 0.0311628 | Time: 1926.56 ms [2021-01-06 03:30:48 main:574] : INFO : Epoch 799 | loss: 0.0311549 | val_loss: 0.031167 | Time: 1924.37 ms [2021-01-06 03:30:49 main:574] : INFO : Epoch 800 | loss: 0.0311589 | val_loss: 0.0311659 | Time: 1925.44 ms [2021-01-06 03:30:51 main:574] : INFO : Epoch 801 | loss: 0.0311583 | val_loss: 0.0311757 | Time: 1924.93 ms [2021-01-06 03:30:53 main:574] : INFO : Epoch 802 | loss: 0.0311595 | val_loss: 0.031162 | Time: 1922.12 ms [2021-01-06 03:30:55 main:574] : INFO : Epoch 803 | loss: 0.031157 | val_loss: 0.0311613 | Time: 1920.7 ms [2021-01-06 03:30:57 main:574] : INFO : Epoch 804 | loss: 0.0311545 | val_loss: 0.0311654 | Time: 1921.65 ms [2021-01-06 03:30:59 main:574] : INFO : Epoch 805 | loss: 0.0311559 | val_loss: 0.0311647 | Time: 1922.57 ms [2021-01-06 03:31:01 main:574] : INFO : Epoch 806 | loss: 0.0311548 | val_loss: 0.0311656 | Time: 1936.54 ms [2021-01-06 03:31:03 main:574] : INFO : Epoch 807 | loss: 0.0311551 | val_loss: 0.0311627 | Time: 1926.73 ms [2021-01-06 03:31:05 main:574] : INFO : Epoch 808 | loss: 0.0311553 | val_loss: 0.0311641 | Time: 1930.99 ms [2021-01-06 03:31:07 main:574] : INFO : Epoch 809 | loss: 0.0311553 | val_loss: 0.0311663 | Time: 1935.4 ms [2021-01-06 03:31:09 main:574] : INFO : Epoch 810 | loss: 0.0311561 | val_loss: 0.0311608 | Time: 1926.72 ms [2021-01-06 03:31:11 main:574] : INFO : Epoch 811 | loss: 0.0311558 | val_loss: 0.0311605 | Time: 1934.78 ms [2021-01-06 03:31:13 main:574] : INFO : Epoch 812 | loss: 0.0311559 | val_loss: 0.0311626 | Time: 1929.03 ms [2021-01-06 03:31:15 main:574] : INFO : Epoch 813 | loss: 0.0311536 | val_loss: 0.0311639 | Time: 1931.99 ms [2021-01-06 03:31:17 main:574] : INFO : Epoch 814 | loss: 0.031156 | val_loss: 0.0311668 | Time: 1928.31 ms [2021-01-06 03:31:19 main:574] : INFO : Epoch 815 | loss: 0.0311552 | val_loss: 0.0311633 | Time: 1943.56 ms [2021-01-06 03:31:21 main:574] : INFO : Epoch 816 | loss: 0.0311548 | val_loss: 0.0311644 | Time: 1927.21 ms [2021-01-06 03:31:22 main:574] : INFO : Epoch 817 | loss: 0.0311632 | val_loss: 0.0311731 | Time: 1928.71 ms [2021-01-06 03:31:24 main:574] : INFO : Epoch 818 | loss: 0.0311612 | val_loss: 0.0311625 | Time: 1928.39 ms [2021-01-06 03:31:26 main:574] : INFO : Epoch 819 | loss: 0.0311556 | val_loss: 0.0311667 | Time: 1933.33 ms [2021-01-06 03:31:28 main:574] : INFO : Epoch 820 | loss: 0.0311583 | val_loss: 0.0311648 | Time: 1926.74 ms [2021-01-06 03:31:30 main:574] : INFO : Epoch 821 | loss: 0.0311551 | val_loss: 0.0311636 | Time: 1925.96 ms [2021-01-06 03:31:32 main:574] : INFO : Epoch 822 | loss: 0.0311558 | val_loss: 0.0311645 | Time: 1928.06 ms [2021-01-06 03:31:34 main:574] : INFO : Epoch 823 | loss: 0.0311557 | val_loss: 0.0311649 | Time: 1933.84 ms [2021-01-06 03:31:36 main:574] : INFO : Epoch 824 | loss: 0.0311547 | val_loss: 0.0311635 | Time: 1933.38 ms [2021-01-06 03:31:38 main:574] : INFO : Epoch 825 | loss: 0.0311551 | val_loss: 0.0311629 | Time: 1931.79 ms [2021-01-06 03:31:40 main:574] : INFO : Epoch 826 | loss: 0.031155 | val_loss: 0.0311618 | Time: 1926.62 ms [2021-01-06 03:31:42 main:574] : INFO : Epoch 827 | loss: 0.0311554 | val_loss: 0.0311637 | Time: 1928.91 ms [2021-01-06 03:31:44 main:574] : INFO : Epoch 828 | loss: 0.0311549 | val_loss: 0.0311634 | Time: 1924.75 ms [2021-01-06 03:31:46 main:574] : INFO : Epoch 829 | loss: 0.0311563 | val_loss: 0.0311607 | Time: 1930.8 ms [2021-01-06 03:31:48 main:574] : INFO : Epoch 830 | loss: 0.0311552 | val_loss: 0.0311621 | Time: 1932.36 ms [2021-01-06 03:31:50 main:574] : INFO : Epoch 831 | loss: 0.0311542 | val_loss: 0.0311622 | Time: 1932.13 ms [2021-01-06 03:31:52 main:574] : INFO : Epoch 832 | loss: 0.0311554 | val_loss: 0.031162 | Time: 1929.76 ms [2021-01-06 03:31:54 main:574] : INFO : Epoch 833 | loss: 0.0311544 | val_loss: 0.0311677 | Time: 1928.95 ms [2021-01-06 03:31:55 main:574] : INFO : Epoch 834 | loss: 0.0311576 | val_loss: 0.0311717 | Time: 1933.81 ms [2021-01-06 03:31:57 main:574] : INFO : Epoch 835 | loss: 0.0311583 | val_loss: 0.0311676 | Time: 1926.35 ms [2021-01-06 03:31:59 main:574] : INFO : Epoch 836 | loss: 0.0311583 | val_loss: 0.0311646 | Time: 1931.32 ms [2021-01-06 03:32:01 main:574] : INFO : Epoch 837 | loss: 0.0311548 | val_loss: 0.0311624 | Time: 1935.22 ms [2021-01-06 03:32:03 main:574] : INFO : Epoch 838 | loss: 0.0311533 | val_loss: 0.0311628 | Time: 1925.84 ms [2021-01-06 03:32:05 main:574] : INFO : Epoch 839 | loss: 0.031154 | val_loss: 0.0311647 | Time: 1931.22 ms [2021-01-06 03:32:07 main:574] : INFO : Epoch 840 | loss: 0.0311566 | val_loss: 0.0311646 | Time: 1933.69 ms [2021-01-06 03:32:09 main:574] : INFO : Epoch 841 | loss: 0.0311569 | val_loss: 0.0311623 | Time: 1930.18 ms [2021-01-06 03:32:11 main:574] : INFO : Epoch 842 | loss: 0.0311548 | val_loss: 0.031166 | Time: 1929.06 ms [2021-01-06 03:32:13 main:574] : INFO : Epoch 843 | loss: 0.0311561 | val_loss: 0.0311646 | Time: 1925.16 ms [2021-01-06 03:32:15 main:574] : INFO : Epoch 844 | loss: 0.0311535 | val_loss: 0.0311633 | Time: 1929.19 ms [2021-01-06 03:32:17 main:574] : INFO : Epoch 845 | loss: 0.0311542 | val_loss: 0.0311678 | Time: 1948.14 ms [2021-01-06 03:32:19 main:574] : INFO : Epoch 846 | loss: 0.0311591 | val_loss: 0.0311675 | Time: 1928.55 ms [2021-01-06 03:32:21 main:574] : INFO : Epoch 847 | loss: 0.0311554 | val_loss: 0.0311667 | Time: 1927.27 ms [2021-01-06 03:32:23 main:574] : INFO : Epoch 848 | loss: 0.0311542 | val_loss: 0.0311645 | Time: 1932.29 ms [2021-01-06 03:32:25 main:574] : INFO : Epoch 849 | loss: 0.0311543 | val_loss: 0.0311636 | Time: 1930.98 ms [2021-01-06 03:32:27 main:574] : INFO : Epoch 850 | loss: 0.0311549 | val_loss: 0.0311642 | Time: 1926.37 ms [2021-01-06 03:32:28 main:574] : INFO : Epoch 851 | loss: 0.0311559 | val_loss: 0.0311641 | Time: 1928.22 ms [2021-01-06 03:32:30 main:574] : INFO : Epoch 852 | loss: 0.0311562 | val_loss: 0.0311661 | Time: 1928.03 ms [2021-01-06 03:32:32 main:574] : INFO : Epoch 853 | loss: 0.0311556 | val_loss: 0.0311644 | Time: 1935.55 ms [2021-01-06 03:32:34 main:574] : INFO : Epoch 854 | loss: 0.0311558 | val_loss: 0.0311669 | Time: 1932.87 ms [2021-01-06 03:32:36 main:574] : INFO : Epoch 855 | loss: 0.0311551 | val_loss: 0.0311644 | Time: 1927.36 ms [2021-01-06 03:32:38 main:574] : INFO : Epoch 856 | loss: 0.0311555 | val_loss: 0.0311657 | Time: 1930.46 ms [2021-01-06 03:32:40 main:574] : INFO : Epoch 857 | loss: 0.0311547 | val_loss: 0.0311655 | Time: 1931.97 ms [2021-01-06 03:32:42 main:574] : INFO : Epoch 858 | loss: 0.0311544 | val_loss: 0.0311651 | Time: 1935.72 ms [2021-01-06 03:32:44 main:574] : INFO : Epoch 859 | loss: 0.0311553 | val_loss: 0.0311703 | Time: 1928.8 ms [2021-01-06 03:32:46 main:574] : INFO : Epoch 860 | loss: 0.0311606 | val_loss: 0.0311751 | Time: 1923.96 ms [2021-01-06 03:32:48 main:574] : INFO : Epoch 861 | loss: 0.0311615 | val_loss: 0.0311693 | Time: 1928.92 ms [2021-01-06 03:32:50 main:574] : INFO : Epoch 862 | loss: 0.0311595 | val_loss: 0.0311699 | Time: 1937.38 ms [2021-01-06 03:32:52 main:574] : INFO : Epoch 863 | loss: 0.0311565 | val_loss: 0.0311676 | Time: 1940.52 ms [2021-01-06 03:32:54 main:574] : INFO : Epoch 864 | loss: 0.0311563 | val_loss: 0.0311647 | Time: 1941.28 ms [2021-01-06 03:32:56 main:574] : INFO : Epoch 865 | loss: 0.0311559 | val_loss: 0.0311731 | Time: 1941.7 ms [2021-01-06 03:32:58 main:574] : INFO : Epoch 866 | loss: 0.0311624 | val_loss: 0.0311787 | Time: 1936.37 ms [2021-01-06 03:33:00 main:574] : INFO : Epoch 867 | loss: 0.0311623 | val_loss: 0.0311657 | Time: 1941.07 ms [2021-01-06 03:33:02 main:574] : INFO : Epoch 868 | loss: 0.0311578 | val_loss: 0.0311669 | Time: 1935.63 ms [2021-01-06 03:33:03 main:574] : INFO : Epoch 869 | loss: 0.0311591 | val_loss: 0.0311664 | Time: 1939.01 ms [2021-01-06 03:33:05 main:574] : INFO : Epoch 870 | loss: 0.0311599 | val_loss: 0.0311672 | Time: 1934.55 ms [2021-01-06 03:33:07 main:574] : INFO : Epoch 871 | loss: 0.0311591 | val_loss: 0.0311731 | Time: 1936.47 ms [2021-01-06 03:33:09 main:574] : INFO : Epoch 872 | loss: 0.031157 | val_loss: 0.0311659 | Time: 1938.83 ms [2021-01-06 03:33:11 main:574] : INFO : Epoch 873 | loss: 0.0311565 | val_loss: 0.0311657 | Time: 1939.56 ms [2021-01-06 03:33:13 main:574] : INFO : Epoch 874 | loss: 0.0311602 | val_loss: 0.0311664 | Time: 1948.38 ms [2021-01-06 03:33:15 main:574] : INFO : Epoch 875 | loss: 0.0311594 | val_loss: 0.0311673 | Time: 1935.79 ms [2021-01-06 03:33:17 main:574] : INFO : Epoch 876 | loss: 0.0311566 | val_loss: 0.0311666 | Time: 1945.75 ms [2021-01-06 03:33:19 main:574] : INFO : Epoch 877 | loss: 0.0311547 | val_loss: 0.0311682 | Time: 1936.87 ms [2021-01-06 03:33:21 main:574] : INFO : Epoch 878 | loss: 0.0311558 | val_loss: 0.0311653 | Time: 1933.7 ms [2021-01-06 03:33:23 main:574] : INFO : Epoch 879 | loss: 0.0311535 | val_loss: 0.0311661 | Time: 1937.5 ms [2021-01-06 03:33:25 main:574] : INFO : Epoch 880 | loss: 0.0311546 | val_loss: 0.03117 | Time: 1939.31 ms [2021-01-06 03:33:27 main:574] : INFO : Epoch 881 | loss: 0.0311553 | val_loss: 0.0311675 | Time: 1939.63 ms [2021-01-06 03:33:29 main:574] : INFO : Epoch 882 | loss: 0.0311543 | val_loss: 0.031167 | Time: 1943.2 ms [2021-01-06 03:33:31 main:574] : INFO : Epoch 883 | loss: 0.0311529 | val_loss: 0.0311648 | Time: 1940.1 ms [2021-01-06 03:33:33 main:574] : INFO : Epoch 884 | loss: 0.0311533 | val_loss: 0.0311724 | Time: 1933.62 ms [2021-01-06 03:33:35 main:574] : INFO : Epoch 885 | loss: 0.0311534 | val_loss: 0.0311638 | Time: 1942.36 ms [2021-01-06 03:33:37 main:574] : INFO : Epoch 886 | loss: 0.031153 | val_loss: 0.0311687 | Time: 1938.22 ms [2021-01-06 03:33:39 main:574] : INFO : Epoch 887 | loss: 0.0311538 | val_loss: 0.0311668 | Time: 1936.8 ms [2021-01-06 03:33:41 main:574] : INFO : Epoch 888 | loss: 0.0311525 | val_loss: 0.0311665 | Time: 1940.97 ms [2021-01-06 03:33:42 main:574] : INFO : Epoch 889 | loss: 0.0311562 | val_loss: 0.0311756 | Time: 1933.67 ms [2021-01-06 03:33:44 main:574] : INFO : Epoch 890 | loss: 0.0311589 | val_loss: 0.0311672 | Time: 1934.21 ms [2021-01-06 03:33:46 main:574] : INFO : Epoch 891 | loss: 0.0311655 | val_loss: 0.0311766 | Time: 1931.24 ms [2021-01-06 03:33:48 main:574] : INFO : Epoch 892 | loss: 0.031168 | val_loss: 0.0311655 | Time: 1937.42 ms [2021-01-06 03:33:50 main:574] : INFO : Epoch 893 | loss: 0.03116 | val_loss: 0.0311692 | Time: 1939.74 ms [2021-01-06 03:33:52 main:574] : INFO : Epoch 894 | loss: 0.0311575 | val_loss: 0.0311652 | Time: 1943.78 ms [2021-01-06 03:33:54 main:574] : INFO : Epoch 895 | loss: 0.0311551 | val_loss: 0.0311645 | Time: 1940.16 ms [2021-01-06 03:33:56 main:574] : INFO : Epoch 896 | loss: 0.0311531 | val_loss: 0.0311638 | Time: 1936.09 ms [2021-01-06 03:33:58 main:574] : INFO : Epoch 897 | loss: 0.0311536 | val_loss: 0.0311669 | Time: 1939.98 ms [2021-01-06 03:34:00 main:574] : INFO : Epoch 898 | loss: 0.0311535 | val_loss: 0.0311668 | Time: 1937.52 ms [2021-01-06 03:34:02 main:574] : INFO : Epoch 899 | loss: 0.0311566 | val_loss: 0.0311648 | Time: 1934.63 ms [2021-01-06 03:34:04 main:574] : INFO : Epoch 900 | loss: 0.0311559 | val_loss: 0.0311642 | Time: 1955.66 ms [2021-01-06 03:34:06 main:574] : INFO : Epoch 901 | loss: 0.0311562 | val_loss: 0.0311651 | Time: 1934.53 ms [2021-01-06 03:34:08 main:574] : INFO : Epoch 902 | loss: 0.0311582 | val_loss: 0.0311626 | Time: 1942.79 ms [2021-01-06 03:34:10 main:574] : INFO : Epoch 903 | loss: 0.0311569 | val_loss: 0.0311686 | Time: 1934.81 ms [2021-01-06 03:34:12 main:574] : INFO : Epoch 904 | loss: 0.0311564 | val_loss: 0.0311667 | Time: 1939.98 ms [2021-01-06 03:34:14 main:574] : INFO : Epoch 905 | loss: 0.031155 | val_loss: 0.031163 | Time: 1935.82 ms [2021-01-06 03:34:16 main:574] : INFO : Epoch 906 | loss: 0.0311531 | val_loss: 0.0311657 | Time: 1939.34 ms [2021-01-06 03:34:18 main:574] : INFO : Epoch 907 | loss: 0.0311567 | val_loss: 0.0311721 | Time: 1934.55 ms [2021-01-06 03:34:20 main:574] : INFO : Epoch 908 | loss: 0.031156 | val_loss: 0.0311647 | Time: 1937.66 ms [2021-01-06 03:34:21 main:574] : INFO : Epoch 909 | loss: 0.0311525 | val_loss: 0.0311646 | Time: 1940.43 ms [2021-01-06 03:34:23 main:574] : INFO : Epoch 910 | loss: 0.0311524 | val_loss: 0.0311677 | Time: 1933.65 ms [2021-01-06 03:34:25 main:574] : INFO : Epoch 911 | loss: 0.0311522 | val_loss: 0.0311667 | Time: 1942.03 ms [2021-01-06 03:34:27 main:574] : INFO : Epoch 912 | loss: 0.0311552 | val_loss: 0.0311644 | Time: 1940.68 ms [2021-01-06 03:34:29 main:574] : INFO : Epoch 913 | loss: 0.0311543 | val_loss: 0.0311639 | Time: 1936.34 ms [2021-01-06 03:34:31 main:574] : INFO : Epoch 914 | loss: 0.0311541 | val_loss: 0.0311662 | Time: 1942.15 ms [2021-01-06 03:34:33 main:574] : INFO : Epoch 915 | loss: 0.0311556 | val_loss: 0.0311663 | Time: 1935.86 ms [2021-01-06 03:34:35 main:574] : INFO : Epoch 916 | loss: 0.0311527 | val_loss: 0.0311632 | Time: 1959.05 ms [2021-01-06 03:34:37 main:574] : INFO : Epoch 917 | loss: 0.0311531 | val_loss: 0.0311674 | Time: 1942.54 ms [2021-01-06 03:34:39 main:574] : INFO : Epoch 918 | loss: 0.0311537 | val_loss: 0.031165 | Time: 1941.76 ms [2021-01-06 03:34:41 main:574] : INFO : Epoch 919 | loss: 0.0311516 | val_loss: 0.0311659 | Time: 1934.01 ms [2021-01-06 03:34:43 main:574] : INFO : Epoch 920 | loss: 0.0311515 | val_loss: 0.0311646 | Time: 1938.72 ms [2021-01-06 03:34:45 main:574] : INFO : Epoch 921 | loss: 0.0311512 | val_loss: 0.0311664 | Time: 1940.43 ms [2021-01-06 03:34:47 main:574] : INFO : Epoch 922 | loss: 0.0311526 | val_loss: 0.0311654 | Time: 1937.82 ms [2021-01-06 03:34:49 main:574] : INFO : Epoch 923 | loss: 0.0311533 | val_loss: 0.0311654 | Time: 1946.04 ms [2021-01-06 03:34:51 main:574] : INFO : Epoch 924 | loss: 0.0311518 | val_loss: 0.0311645 | Time: 1934.1 ms [2021-01-06 03:34:53 main:574] : INFO : Epoch 925 | loss: 0.0311508 | val_loss: 0.0311645 | Time: 1936.77 ms [2021-01-06 03:34:55 main:574] : INFO : Epoch 926 | loss: 0.0311507 | val_loss: 0.0311647 | Time: 1931.78 ms [2021-01-06 03:34:57 main:574] : INFO : Epoch 927 | loss: 0.0311507 | val_loss: 0.0311634 | Time: 1936.09 ms [2021-01-06 03:34:59 main:574] : INFO : Epoch 928 | loss: 0.0311498 | val_loss: 0.0311632 | Time: 1935.46 ms [2021-01-06 03:35:00 main:574] : INFO : Epoch 929 | loss: 0.0311522 | val_loss: 0.0311684 | Time: 1932.31 ms [2021-01-06 03:35:02 main:574] : INFO : Epoch 930 | loss: 0.0311572 | val_loss: 0.0311671 | Time: 1933.58 ms [2021-01-06 03:35:04 main:574] : INFO : Epoch 931 | loss: 0.0311545 | val_loss: 0.0311737 | Time: 1925.22 ms [2021-01-06 03:35:06 main:574] : INFO : Epoch 932 | loss: 0.0311614 | val_loss: 0.0311722 | Time: 1931.82 ms [2021-01-06 03:35:08 main:574] : INFO : Epoch 933 | loss: 0.0311609 | val_loss: 0.0311696 | Time: 1934.88 ms [2021-01-06 03:35:10 main:574] : INFO : Epoch 934 | loss: 0.0311562 | val_loss: 0.0311621 | Time: 1936 ms [2021-01-06 03:35:12 main:574] : INFO : Epoch 935 | loss: 0.0311542 | val_loss: 0.0311645 | Time: 1944.78 ms [2021-01-06 03:35:14 main:574] : INFO : Epoch 936 | loss: 0.0311541 | val_loss: 0.0311684 | Time: 1932.84 ms [2021-01-06 03:35:16 main:574] : INFO : Epoch 937 | loss: 0.031155 | val_loss: 0.0311643 | Time: 1935.23 ms [2021-01-06 03:35:18 main:574] : INFO : Epoch 938 | loss: 0.0311521 | val_loss: 0.0311629 | Time: 1929.36 ms [2021-01-06 03:35:20 main:574] : INFO : Epoch 939 | loss: 0.0311512 | val_loss: 0.0311626 | Time: 1932.49 ms [2021-01-06 03:35:22 main:574] : INFO : Epoch 940 | loss: 0.031153 | val_loss: 0.0311635 | Time: 1929.23 ms [2021-01-06 03:35:24 main:574] : INFO : Epoch 941 | loss: 0.0311533 | val_loss: 0.0311651 | Time: 1929.41 ms [2021-01-06 03:35:26 main:574] : INFO : Epoch 942 | loss: 0.031153 | val_loss: 0.0311708 | Time: 1937.2 ms [2021-01-06 03:35:28 main:574] : INFO : Epoch 943 | loss: 0.0311538 | val_loss: 0.0311638 | Time: 1938.41 ms [2021-01-06 03:35:30 main:574] : INFO : Epoch 944 | loss: 0.0311524 | val_loss: 0.0311701 | Time: 1928.25 ms [2021-01-06 03:35:32 main:574] : INFO : Epoch 945 | loss: 0.0311545 | val_loss: 0.0311659 | Time: 1934.09 ms [2021-01-06 03:35:34 main:574] : INFO : Epoch 946 | loss: 0.0311537 | val_loss: 0.0311636 | Time: 1933.06 ms [2021-01-06 03:35:35 main:574] : INFO : Epoch 947 | loss: 0.0311539 | val_loss: 0.0311657 | Time: 1930.71 ms [2021-01-06 03:35:37 main:574] : INFO : Epoch 948 | loss: 0.0311519 | val_loss: 0.031162 | Time: 1934.87 ms [2021-01-06 03:35:39 main:574] : INFO : Epoch 949 | loss: 0.0311527 | val_loss: 0.0311636 | Time: 1938.12 ms [2021-01-06 03:35:41 main:574] : INFO : Epoch 950 | loss: 0.0311519 | val_loss: 0.031163 | Time: 1940.11 ms [2021-01-06 03:35:43 main:574] : INFO : Epoch 951 | loss: 0.0311517 | val_loss: 0.0311633 | Time: 1945.76 ms [2021-01-06 03:35:45 main:574] : INFO : Epoch 952 | loss: 0.0311534 | val_loss: 0.0311766 | Time: 1935.88 ms [2021-01-06 03:35:47 main:574] : INFO : Epoch 953 | loss: 0.0311634 | val_loss: 0.0311688 | Time: 1936.28 ms [2021-01-06 03:35:49 main:574] : INFO : Epoch 954 | loss: 0.03116 | val_loss: 0.0311705 | Time: 1941.94 ms [2021-01-06 03:35:51 main:574] : INFO : Epoch 955 | loss: 0.0311622 | val_loss: 0.0311637 | Time: 1941.09 ms [2021-01-06 03:35:53 main:574] : INFO : Epoch 956 | loss: 0.0311531 | val_loss: 0.0311617 | Time: 1940.91 ms [2021-01-06 03:35:55 main:574] : INFO : Epoch 957 | loss: 0.0311523 | val_loss: 0.0311635 | Time: 1939.66 ms [2021-01-06 03:35:57 main:574] : INFO : Epoch 958 | loss: 0.031152 | val_loss: 0.03116 | Time: 1937.41 ms [2021-01-06 03:35:59 main:574] : INFO : Epoch 959 | loss: 0.0311532 | val_loss: 0.0311658 | Time: 1943.69 ms [2021-01-06 03:36:01 main:574] : INFO : Epoch 960 | loss: 0.0311519 | val_loss: 0.0311622 | Time: 1937.52 ms [2021-01-06 03:36:03 main:574] : INFO : Epoch 961 | loss: 0.031152 | val_loss: 0.0311652 | Time: 1931.01 ms [2021-01-06 03:36:05 main:574] : INFO : Epoch 962 | loss: 0.0311519 | val_loss: 0.0311637 | Time: 1933.89 ms [2021-01-06 03:36:07 main:574] : INFO : Epoch 963 | loss: 0.031158 | val_loss: 0.0311649 | Time: 1939.58 ms [2021-01-06 03:36:09 main:574] : INFO : Epoch 964 | loss: 0.0311566 | val_loss: 0.0311708 | Time: 1939.93 ms [2021-01-06 03:36:11 main:574] : INFO : Epoch 965 | loss: 0.0311563 | val_loss: 0.0311645 | Time: 1931.28 ms [2021-01-06 03:36:12 main:574] : INFO : Epoch 966 | loss: 0.031153 | val_loss: 0.0311643 | Time: 1939.41 ms [2021-01-06 03:36:14 main:574] : INFO : Epoch 967 | loss: 0.0311549 | val_loss: 0.0311682 | Time: 1932.1 ms [2021-01-06 03:36:16 main:574] : INFO : Epoch 968 | loss: 0.031156 | val_loss: 0.0311689 | Time: 1940.77 ms [2021-01-06 03:36:18 main:574] : INFO : Epoch 969 | loss: 0.0311622 | val_loss: 0.0311734 | Time: 1932.87 ms [2021-01-06 03:36:20 main:574] : INFO : Epoch 970 | loss: 0.03116 | val_loss: 0.0311667 | Time: 1936.85 ms [2021-01-06 03:36:22 main:574] : INFO : Epoch 971 | loss: 0.0311567 | val_loss: 0.0311641 | Time: 1933.05 ms [2021-01-06 03:36:24 main:574] : INFO : Epoch 972 | loss: 0.0311545 | val_loss: 0.0311632 | Time: 1934.46 ms [2021-01-06 03:36:26 main:574] : INFO : Epoch 973 | loss: 0.0311539 | val_loss: 0.0311622 | Time: 1953.14 ms [2021-01-06 03:36:28 main:574] : INFO : Epoch 974 | loss: 0.0311553 | val_loss: 0.0311651 | Time: 1938.51 ms [2021-01-06 03:36:30 main:574] : INFO : Epoch 975 | loss: 0.031156 | val_loss: 0.0311642 | Time: 1938.14 ms [2021-01-06 03:36:32 main:574] : INFO : Epoch 976 | loss: 0.0311554 | val_loss: 0.0311661 | Time: 1933.66 ms [2021-01-06 03:36:34 main:574] : INFO : Epoch 977 | loss: 0.0311521 | val_loss: 0.0311621 | Time: 1934.8 ms [2021-01-06 03:36:36 main:574] : INFO : Epoch 978 | loss: 0.0311521 | val_loss: 0.0311672 | Time: 1936.4 ms [2021-01-06 03:36:38 main:574] : INFO : Epoch 979 | loss: 0.0311545 | val_loss: 0.0311647 | Time: 1937.02 ms [2021-01-06 03:36:40 main:574] : INFO : Epoch 980 | loss: 0.0311507 | val_loss: 0.0311626 | Time: 1940.29 ms [2021-01-06 03:36:42 main:574] : INFO : Epoch 981 | loss: 0.0311507 | val_loss: 0.0311644 | Time: 1943.84 ms [2021-01-06 03:36:44 main:574] : INFO : Epoch 982 | loss: 0.0311545 | val_loss: 0.0311647 | Time: 1937.36 ms [2021-01-06 03:36:46 main:574] : INFO : Epoch 983 | loss: 0.0311552 | val_loss: 0.0311675 | Time: 1934.02 ms [2021-01-06 03:36:48 main:574] : INFO : Epoch 984 | loss: 0.0311565 | val_loss: 0.0311668 | Time: 1936.68 ms [2021-01-06 03:36:50 main:574] : INFO : Epoch 985 | loss: 0.0311552 | val_loss: 0.0311629 | Time: 1942.44 ms [2021-01-06 03:36:51 main:574] : INFO : Epoch 986 | loss: 0.031155 | val_loss: 0.0311645 | Time: 1933.76 ms [2021-01-06 03:36:53 main:574] : INFO : Epoch 987 | loss: 0.0311568 | val_loss: 0.0311635 | Time: 1943.03 ms [2021-01-06 03:36:55 main:574] : INFO : Epoch 988 | loss: 0.0311582 | val_loss: 0.031167 | Time: 1934.93 ms [2021-01-06 03:36:57 main:574] : INFO : Epoch 989 | loss: 0.0311673 | val_loss: 0.0311684 | Time: 1943.21 ms [2021-01-06 03:36:59 main:574] : INFO : Epoch 990 | loss: 0.0311654 | val_loss: 0.0311675 | Time: 1933.05 ms [2021-01-06 03:37:01 main:574] : INFO : Epoch 991 | loss: 0.0311641 | val_loss: 0.0311657 | Time: 1942.46 ms [2021-01-06 03:37:03 main:574] : INFO : Epoch 992 | loss: 0.0311613 | val_loss: 0.0311684 | Time: 1949.07 ms [2021-01-06 03:37:05 main:574] : INFO : Epoch 993 | loss: 0.0311601 | val_loss: 0.031164 | Time: 1942.1 ms [2021-01-06 03:37:07 main:574] : INFO : Epoch 994 | loss: 0.031161 | val_loss: 0.0311681 | Time: 1948.82 ms [2021-01-06 03:37:09 main:574] : INFO : Epoch 995 | loss: 0.0311613 | val_loss: 0.0311645 | Time: 1942.53 ms [2021-01-06 03:37:11 main:574] : INFO : Epoch 996 | loss: 0.0311593 | val_loss: 0.0311626 | Time: 1948.96 ms [2021-01-06 03:37:13 main:574] : INFO : Epoch 997 | loss: 0.0311592 | val_loss: 0.0311627 | Time: 1939.57 ms [2021-01-06 03:37:15 main:574] : INFO : Epoch 998 | loss: 0.03116 | val_loss: 0.0311626 | Time: 1942.44 ms [2021-01-06 03:37:17 main:574] : INFO : Epoch 999 | loss: 0.0311588 | val_loss: 0.0311619 | Time: 1944.49 ms [2021-01-06 03:37:19 main:574] : INFO : Epoch 1000 | loss: 0.0311573 | val_loss: 0.0311624 | Time: 1943.26 ms [2021-01-06 03:37:21 main:574] : INFO : Epoch 1001 | loss: 0.031159 | val_loss: 0.0311693 | Time: 1943.09 ms [2021-01-06 03:37:23 main:574] : INFO : Epoch 1002 | loss: 0.0311594 | val_loss: 0.0311668 | Time: 1941.22 ms [2021-01-06 03:37:25 main:574] : INFO : Epoch 1003 | loss: 0.0311577 | val_loss: 0.0311619 | Time: 1943.5 ms [2021-01-06 03:37:27 main:574] : INFO : Epoch 1004 | loss: 0.0311582 | val_loss: 0.031163 | Time: 1932.06 ms [2021-01-06 03:37:29 main:574] : INFO : Epoch 1005 | loss: 0.0311587 | val_loss: 0.0311649 | Time: 1940.81 ms [2021-01-06 03:37:31 main:574] : INFO : Epoch 1006 | loss: 0.0311576 | val_loss: 0.0311622 | Time: 1954.46 ms [2021-01-06 03:37:32 main:574] : INFO : Epoch 1007 | loss: 0.0311567 | val_loss: 0.0311633 | Time: 1940.45 ms [2021-01-06 03:37:34 main:574] : INFO : Epoch 1008 | loss: 0.0311613 | val_loss: 0.0311633 | Time: 1946.53 ms [2021-01-06 03:37:36 main:574] : INFO : Epoch 1009 | loss: 0.0311602 | val_loss: 0.0311646 | Time: 1939.09 ms [2021-01-06 03:37:38 main:574] : INFO : Epoch 1010 | loss: 0.0311575 | val_loss: 0.0311639 | Time: 1939.81 ms [2021-01-06 03:37:40 main:574] : INFO : Epoch 1011 | loss: 0.0311583 | val_loss: 0.0311651 | Time: 1944.93 ms [2021-01-06 03:37:42 main:574] : INFO : Epoch 1012 | loss: 0.0311593 | val_loss: 0.0311662 | Time: 1944.69 ms [2021-01-06 03:37:44 main:574] : INFO : Epoch 1013 | loss: 0.0311582 | val_loss: 0.0311645 | Time: 1944.86 ms [2021-01-06 03:37:46 main:574] : INFO : Epoch 1014 | loss: 0.0311584 | val_loss: 0.0311651 | Time: 1946.31 ms [2021-01-06 03:37:48 main:574] : INFO : Epoch 1015 | loss: 0.0311585 | val_loss: 0.0311699 | Time: 1940.84 ms [2021-01-06 03:37:50 main:574] : INFO : Epoch 1016 | loss: 0.0311568 | val_loss: 0.0311633 | Time: 1947.33 ms [2021-01-06 03:37:52 main:574] : INFO : Epoch 1017 | loss: 0.0311543 | val_loss: 0.031163 | Time: 1939.74 ms [2021-01-06 03:37:54 main:574] : INFO : Epoch 1018 | loss: 0.0311567 | val_loss: 0.0311649 | Time: 1938.07 ms [2021-01-06 03:37:56 main:574] : INFO : Epoch 1019 | loss: 0.0311541 | val_loss: 0.0311606 | Time: 1944.58 ms [2021-01-06 03:37:58 main:574] : INFO : Epoch 1020 | loss: 0.0311547 | val_loss: 0.031161 | Time: 1958.19 ms [2021-01-06 03:38:00 main:574] : INFO : Epoch 1021 | loss: 0.0311537 | val_loss: 0.0311611 | Time: 1953 ms [2021-01-06 03:38:02 main:574] : INFO : Epoch 1022 | loss: 0.0311559 | val_loss: 0.0311667 | Time: 1955.93 ms [2021-01-06 03:38:04 main:574] : INFO : Epoch 1023 | loss: 0.031156 | val_loss: 0.0311637 | Time: 1950.53 ms [2021-01-06 03:38:06 main:574] : INFO : Epoch 1024 | loss: 0.0311564 | val_loss: 0.0311637 | Time: 1950.35 ms [2021-01-06 03:38:06 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311637 [2021-01-06 03:38:06 main:603] : INFO : Saving end state to config to file [2021-01-06 03:38:06 main:608] : INFO : Success, exiting.. 03:38:06 (17748): 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)