Task 3491272
| Name | ParityMachine-1605152370-2647-7_0 |
| Workunit | 1726188 |
| Created | 30 Dec 2020, 22:21:58 UTC |
| Sent | 5 Jan 2021, 0:07:00 UTC |
| Report deadline | 12 Jan 2021, 0:07:00 UTC |
| Received | 5 Jan 2021, 1:25:01 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7171 |
| Run time | 33 min 54 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>
main:574] : INFO : Epoch 514 | loss: 0.0311029 | val_loss: 0.0311191 | Time: 1971.46 ms
[2021-01-05 02:08:04 main:574] : INFO : Epoch 515 | loss: 0.0311031 | val_loss: 0.0311169 | Time: 1959.29 ms
[2021-01-05 02:08:06 main:574] : INFO : Epoch 516 | loss: 0.0311025 | val_loss: 0.0311142 | Time: 1960.61 ms
[2021-01-05 02:08:08 main:574] : INFO : Epoch 517 | loss: 0.0311016 | val_loss: 0.0311205 | Time: 1962.37 ms
[2021-01-05 02:08:10 main:574] : INFO : Epoch 518 | loss: 0.0311059 | val_loss: 0.0311168 | Time: 1953.62 ms
[2021-01-05 02:08:12 main:574] : INFO : Epoch 519 | loss: 0.0311028 | val_loss: 0.0311177 | Time: 1954.78 ms
[2021-01-05 02:08:14 main:574] : INFO : Epoch 520 | loss: 0.0311037 | val_loss: 0.0311138 | Time: 1960.72 ms
[2021-01-05 02:08:15 main:574] : INFO : Epoch 521 | loss: 0.031106 | val_loss: 0.0311141 | Time: 1952.42 ms
[2021-01-05 02:08:17 main:574] : INFO : Epoch 522 | loss: 0.0311038 | val_loss: 0.0311109 | Time: 1945.9 ms
[2021-01-05 02:08:19 main:574] : INFO : Epoch 523 | loss: 0.0311019 | val_loss: 0.0311156 | Time: 1955.74 ms
[2021-01-05 02:08:21 main:574] : INFO : Epoch 524 | loss: 0.0311038 | val_loss: 0.0311161 | Time: 1950.37 ms
[2021-01-05 02:08:23 main:574] : INFO : Epoch 525 | loss: 0.0311073 | val_loss: 0.031115 | Time: 1943.93 ms
[2021-01-05 02:08:25 main:574] : INFO : Epoch 526 | loss: 0.0311049 | val_loss: 0.0311111 | Time: 1948.22 ms
[2021-01-05 02:08:27 main:574] : INFO : Epoch 527 | loss: 0.0311047 | val_loss: 0.0311113 | Time: 1952.54 ms
[2021-01-05 02:08:29 main:574] : INFO : Epoch 528 | loss: 0.0311037 | val_loss: 0.0311108 | Time: 1948.26 ms
[2021-01-05 02:08:31 main:574] : INFO : Epoch 529 | loss: 0.0311021 | val_loss: 0.0311116 | Time: 1947.96 ms
[2021-01-05 02:08:33 main:574] : INFO : Epoch 530 | loss: 0.0311014 | val_loss: 0.031109 | Time: 1951.31 ms
[2021-01-05 02:08:35 main:574] : INFO : Epoch 531 | loss: 0.0311035 | val_loss: 0.0311095 | Time: 1949.65 ms
[2021-01-05 02:08:37 main:574] : INFO : Epoch 532 | loss: 0.0311007 | val_loss: 0.0311109 | Time: 1952.65 ms
[2021-01-05 02:08:39 main:574] : INFO : Epoch 533 | loss: 0.0311012 | val_loss: 0.0311141 | Time: 1952.38 ms
[2021-01-05 02:08:41 main:574] : INFO : Epoch 534 | loss: 0.031104 | val_loss: 0.0311156 | Time: 1950.06 ms
[2021-01-05 02:08:43 main:574] : INFO : Epoch 535 | loss: 0.0311028 | val_loss: 0.0311107 | Time: 1955.79 ms
[2021-01-05 02:08:45 main:574] : INFO : Epoch 536 | loss: 0.0311021 | val_loss: 0.0311108 | Time: 1954.32 ms
[2021-01-05 02:08:47 main:574] : INFO : Epoch 537 | loss: 0.0311018 | val_loss: 0.0311114 | Time: 1948.38 ms
[2021-01-05 02:08:49 main:574] : INFO : Epoch 538 | loss: 0.0311023 | val_loss: 0.0311118 | Time: 1950.69 ms
[2021-01-05 02:08:51 main:574] : INFO : Epoch 539 | loss: 0.0311006 | val_loss: 0.0311103 | Time: 1948.69 ms
[2021-01-05 02:08:53 main:574] : INFO : Epoch 540 | loss: 0.0311001 | val_loss: 0.0311133 | Time: 1949.53 ms
[2021-01-05 02:08:55 main:574] : INFO : Epoch 541 | loss: 0.0310997 | val_loss: 0.0311114 | Time: 1946.97 ms
[2021-01-05 02:08:57 main:574] : INFO : Epoch 542 | loss: 0.0310989 | val_loss: 0.0311096 | Time: 1945.2 ms
[2021-01-05 02:08:59 main:574] : INFO : Epoch 543 | loss: 0.0310988 | val_loss: 0.0311087 | Time: 1945.3 ms
[2021-01-05 02:09:01 main:574] : INFO : Epoch 544 | loss: 0.0310981 | val_loss: 0.0311077 | Time: 1953.65 ms
[2021-01-05 02:09:03 main:574] : INFO : Epoch 545 | loss: 0.0311002 | val_loss: 0.0311116 | Time: 1948.55 ms
[2021-01-05 02:09:04 main:574] : INFO : Epoch 546 | loss: 0.0311118 | val_loss: 0.0311161 | Time: 1946.53 ms
[2021-01-05 02:09:06 main:574] : INFO : Epoch 547 | loss: 0.0311097 | val_loss: 0.0311118 | Time: 1945.14 ms
[2021-01-05 02:09:08 main:574] : INFO : Epoch 548 | loss: 0.0311069 | val_loss: 0.0311113 | Time: 1944.08 ms
[2021-01-05 02:09:10 main:574] : INFO : Epoch 549 | loss: 0.0311044 | val_loss: 0.0311108 | Time: 1949.58 ms
[2021-01-05 02:09:12 main:574] : INFO : Epoch 550 | loss: 0.0311032 | val_loss: 0.031111 | Time: 1949.59 ms
[2021-01-05 02:09:14 main:574] : INFO : Epoch 551 | loss: 0.0311033 | val_loss: 0.0311124 | Time: 1949.4 ms
[2021-01-05 02:09:16 main:574] : INFO : Epoch 552 | loss: 0.031103 | val_loss: 0.0311101 | Time: 1949.06 ms
[2021-01-05 02:09:18 main:574] : INFO : Epoch 553 | loss: 0.0311022 | val_loss: 0.0311109 | Time: 1947.64 ms
[2021-01-05 02:09:20 main:574] : INFO : Epoch 554 | loss: 0.0311015 | val_loss: 0.0311091 | Time: 1947.63 ms
[2021-01-05 02:09:22 main:574] : INFO : Epoch 555 | loss: 0.0311023 | val_loss: 0.0311101 | Time: 1950.15 ms
[2021-01-05 02:09:24 main:574] : INFO : Epoch 556 | loss: 0.0311025 | val_loss: 0.0311094 | Time: 1947.56 ms
[2021-01-05 02:09:26 main:574] : INFO : Epoch 557 | loss: 0.0311034 | val_loss: 0.0311085 | Time: 1943.62 ms
[2021-01-05 02:09:28 main:574] : INFO : Epoch 558 | loss: 0.0311026 | val_loss: 0.0311089 | Time: 1946.61 ms
[2021-01-05 02:09:30 main:574] : INFO : Epoch 559 | loss: 0.0311017 | val_loss: 0.0311092 | Time: 1953.26 ms
[2021-01-05 02:09:32 main:574] : INFO : Epoch 560 | loss: 0.0311004 | val_loss: 0.0311108 | Time: 1951.6 ms
[2021-01-05 02:09:34 main:574] : INFO : Epoch 561 | loss: 0.0311002 | val_loss: 0.0311105 | Time: 1954.62 ms
[2021-01-05 02:09:36 main:574] : INFO : Epoch 562 | loss: 0.0311021 | val_loss: 0.0311158 | Time: 1942.52 ms
[2021-01-05 02:09:38 main:574] : INFO : Epoch 563 | loss: 0.0311055 | val_loss: 0.031114 | Time: 1944.76 ms
[2021-01-05 02:09:40 main:574] : INFO : Epoch 564 | loss: 0.031104 | val_loss: 0.0311137 | Time: 1943.35 ms
[2021-01-05 02:09:42 main:574] : INFO : Epoch 565 | loss: 0.0311026 | val_loss: 0.031111 | Time: 1953.86 ms
[2021-01-05 02:09:44 main:574] : INFO : Epoch 566 | loss: 0.0311026 | val_loss: 0.0311123 | Time: 1949.27 ms
[2021-01-05 02:09:46 main:574] : INFO : Epoch 567 | loss: 0.0311018 | val_loss: 0.0311118 | Time: 1949.9 ms
[2021-01-05 02:09:48 main:574] : INFO : Epoch 568 | loss: 0.0311007 | val_loss: 0.0311078 | Time: 1952.23 ms
[2021-01-05 02:09:50 main:574] : INFO : Epoch 569 | loss: 0.0311004 | val_loss: 0.031108 | Time: 1950.58 ms
[2021-01-05 02:09:52 main:574] : INFO : Epoch 570 | loss: 0.0311009 | val_loss: 0.0311098 | Time: 1948.83 ms
[2021-01-05 02:09:53 main:574] : INFO : Epoch 571 | loss: 0.031101 | val_loss: 0.0311106 | Time: 1941.96 ms
[2021-01-05 02:09:55 main:574] : INFO : Epoch 572 | loss: 0.0311022 | val_loss: 0.0311118 | Time: 1943.87 ms
[2021-01-05 02:09:57 main:574] : INFO : Epoch 573 | loss: 0.0311002 | val_loss: 0.0311093 | Time: 1955.72 ms
[2021-01-05 02:09:59 main:574] : INFO : Epoch 574 | loss: 0.0310983 | val_loss: 0.0311129 | Time: 1948.74 ms
[2021-01-05 02:10:01 main:574] : INFO : Epoch 575 | loss: 0.0310995 | val_loss: 0.0311145 | Time: 1948.03 ms
[2021-01-05 02:10:03 main:574] : INFO : Epoch 576 | loss: 0.0311055 | val_loss: 0.0311177 | Time: 1946 ms
[2021-01-05 02:10:05 main:574] : INFO : Epoch 577 | loss: 0.0311044 | val_loss: 0.0311117 | Time: 1940.05 ms
[2021-01-05 02:10:07 main:574] : INFO : Epoch 578 | loss: 0.0311025 | val_loss: 0.0311099 | Time: 1952.82 ms
[2021-01-05 02:10:09 main:574] : INFO : Epoch 579 | loss: 0.0312004 | val_loss: 0.0379788 | Time: 1952.28 ms
[2021-01-05 02:10:11 main:574] : INFO : Epoch 580 | loss: 0.0357218 | val_loss: 0.0334783 | Time: 1952.48 ms
[2021-01-05 02:10:13 main:574] : INFO : Epoch 581 | loss: 0.032497 | val_loss: 0.0315009 | Time: 1945.29 ms
[2021-01-05 02:10:15 main:574] : INFO : Epoch 582 | loss: 0.0313245 | val_loss: 0.0312262 | Time: 1948.42 ms
[2021-01-05 02:10:17 main:574] : INFO : Epoch 583 | loss: 0.0312024 | val_loss: 0.0311811 | Time: 1949.26 ms
[2021-01-05 02:10:19 main:574] : INFO : Epoch 584 | loss: 0.0311765 | val_loss: 0.031173 | Time: 1950.24 ms
[2021-01-05 02:10:21 main:574] : INFO : Epoch 585 | loss: 0.0311701 | val_loss: 0.0311691 | Time: 1964.82 ms
[2021-01-05 02:10:23 main:574] : INFO : Epoch 586 | loss: 0.0311668 | val_loss: 0.0311688 | Time: 1948.42 ms
[2021-01-05 02:10:25 main:574] : INFO : Epoch 587 | loss: 0.0311646 | val_loss: 0.0311662 | Time: 1952.12 ms
[2021-01-05 02:10:27 main:574] : INFO : Epoch 588 | loss: 0.0311622 | val_loss: 0.0311643 | Time: 1947.95 ms
[2021-01-05 02:10:29 main:574] : INFO : Epoch 589 | loss: 0.0311598 | val_loss: 0.0311634 | Time: 1950.76 ms
[2021-01-05 02:10:31 main:574] : INFO : Epoch 590 | loss: 0.0311597 | val_loss: 0.0311626 | Time: 1947.69 ms
[2021-01-05 02:10:33 main:574] : INFO : Epoch 591 | loss: 0.0311581 | val_loss: 0.0311609 | Time: 1954.09 ms
[2021-01-05 02:10:35 main:574] : INFO : Epoch 592 | loss: 0.0311565 | val_loss: 0.0311607 | Time: 1945.31 ms
[2021-01-05 02:10:37 main:574] : INFO : Epoch 593 | loss: 0.0311562 | val_loss: 0.0311586 | Time: 1953.56 ms
[2021-01-05 02:10:39 main:574] : INFO : Epoch 594 | loss: 0.0311544 | val_loss: 0.0311571 | Time: 1944.69 ms
[2021-01-05 02:10:40 main:574] : INFO : Epoch 595 | loss: 0.0311537 | val_loss: 0.0311568 | Time: 1945.3 ms
[2021-01-05 02:10:42 main:574] : INFO : Epoch 596 | loss: 0.031153 | val_loss: 0.0311573 | Time: 1948.27 ms
[2021-01-05 02:10:44 main:574] : INFO : Epoch 597 | loss: 0.031152 | val_loss: 0.0311551 | Time: 1951.99 ms
[2021-01-05 02:10:46 main:574] : INFO : Epoch 598 | loss: 0.0311516 | val_loss: 0.0311559 | Time: 1949.93 ms
[2021-01-05 02:10:48 main:574] : INFO : Epoch 599 | loss: 0.0311506 | val_loss: 0.0311536 | Time: 1945.51 ms
[2021-01-05 02:10:50 main:574] : INFO : Epoch 600 | loss: 0.03115 | val_loss: 0.0311527 | Time: 1945.17 ms
[2021-01-05 02:10:52 main:574] : INFO : Epoch 601 | loss: 0.0311497 | val_loss: 0.0311545 | Time: 1944.28 ms
[2021-01-05 02:10:54 main:574] : INFO : Epoch 602 | loss: 0.0311497 | val_loss: 0.0311541 | Time: 1944.3 ms
[2021-01-05 02:10:56 main:574] : INFO : Epoch 603 | loss: 0.0311487 | val_loss: 0.0311537 | Time: 1946.78 ms
[2021-01-05 02:10:58 main:574] : INFO : Epoch 604 | loss: 0.0311486 | val_loss: 0.0311525 | Time: 1950.07 ms
[2021-01-05 02:11:00 main:574] : INFO : Epoch 605 | loss: 0.0311479 | val_loss: 0.0311521 | Time: 1943.84 ms
[2021-01-05 02:11:02 main:574] : INFO : Epoch 606 | loss: 0.0311475 | val_loss: 0.0311518 | Time: 1950.75 ms
[2021-01-05 02:11:04 main:574] : INFO : Epoch 607 | loss: 0.0311479 | val_loss: 0.0311517 | Time: 1952.65 ms
[2021-01-05 02:11:06 main:574] : INFO : Epoch 608 | loss: 0.0311471 | val_loss: 0.0311514 | Time: 1949.82 ms
[2021-01-05 02:11:08 main:574] : INFO : Epoch 609 | loss: 0.0311466 | val_loss: 0.0311512 | Time: 1958.11 ms
[2021-01-05 02:11:10 main:574] : INFO : Epoch 610 | loss: 0.0311464 | val_loss: 0.031151 | Time: 1948.99 ms
[2021-01-05 02:11:12 main:574] : INFO : Epoch 611 | loss: 0.0311462 | val_loss: 0.031151 | Time: 1948.55 ms
[2021-01-05 02:11:14 main:574] : INFO : Epoch 612 | loss: 0.0311466 | val_loss: 0.0311501 | Time: 1945.87 ms
[2021-01-05 02:11:16 main:574] : INFO : Epoch 613 | loss: 0.0311459 | val_loss: 0.0311515 | Time: 1945.7 ms
[2021-01-05 02:11:18 main:574] : INFO : Epoch 614 | loss: 0.0311461 | val_loss: 0.0311507 | Time: 1953.52 ms
[2021-01-05 02:11:20 main:574] : INFO : Epoch 615 | loss: 0.0311452 | val_loss: 0.031149 | Time: 1950.24 ms
[2021-01-05 02:11:22 main:574] : INFO : Epoch 616 | loss: 0.0311448 | val_loss: 0.031149 | Time: 1947.98 ms
[2021-01-05 02:11:24 main:574] : INFO : Epoch 617 | loss: 0.0311449 | val_loss: 0.031149 | Time: 1951.13 ms
[2021-01-05 02:11:26 main:574] : INFO : Epoch 618 | loss: 0.0311453 | val_loss: 0.0311494 | Time: 1943.69 ms
[2021-01-05 02:11:28 main:574] : INFO : Epoch 619 | loss: 0.0311446 | val_loss: 0.0311484 | Time: 1948.66 ms
[2021-01-05 02:11:29 main:574] : INFO : Epoch 620 | loss: 0.0311443 | val_loss: 0.0311478 | Time: 1941.65 ms
[2021-01-05 02:11:31 main:574] : INFO : Epoch 621 | loss: 0.0311451 | val_loss: 0.0311492 | Time: 1948.52 ms
[2021-01-05 02:11:33 main:574] : INFO : Epoch 622 | loss: 0.0311439 | val_loss: 0.0311474 | Time: 1949.26 ms
[2021-01-05 02:11:35 main:574] : INFO : Epoch 623 | loss: 0.0311434 | val_loss: 0.0311492 | Time: 1945.27 ms
[2021-01-05 02:11:37 main:574] : INFO : Epoch 624 | loss: 0.0311437 | val_loss: 0.0311481 | Time: 1950.34 ms
[2021-01-05 02:11:39 main:574] : INFO : Epoch 625 | loss: 0.0311422 | val_loss: 0.0311483 | Time: 1948.8 ms
[2021-01-05 02:11:41 main:574] : INFO : Epoch 626 | loss: 0.0311423 | val_loss: 0.0311473 | Time: 1952.37 ms
[2021-01-05 02:11:43 main:574] : INFO : Epoch 627 | loss: 0.0311426 | val_loss: 0.031149 | Time: 1949.37 ms
[2021-01-05 02:11:45 main:574] : INFO : Epoch 628 | loss: 0.0311426 | val_loss: 0.0311477 | Time: 1949.96 ms
[2021-01-05 02:11:47 main:574] : INFO : Epoch 629 | loss: 0.0311421 | val_loss: 0.0311466 | Time: 1951.76 ms
[2021-01-05 02:11:49 main:574] : INFO : Epoch 630 | loss: 0.0311422 | val_loss: 0.0311464 | Time: 1954.09 ms
[2021-01-05 02:11:51 main:574] : INFO : Epoch 631 | loss: 0.0311415 | val_loss: 0.0311468 | Time: 1959.95 ms
[2021-01-05 02:11:53 main:574] : INFO : Epoch 632 | loss: 0.0311417 | val_loss: 0.0311472 | Time: 1962.01 ms
[2021-01-05 02:11:55 main:574] : INFO : Epoch 633 | loss: 0.0311416 | val_loss: 0.0311464 | Time: 1956.5 ms
[2021-01-05 02:11:57 main:574] : INFO : Epoch 634 | loss: 0.0311411 | val_loss: 0.0311463 | Time: 1954.85 ms
[2021-01-05 02:11:59 main:574] : INFO : Epoch 635 | loss: 0.0311411 | val_loss: 0.0311448 | Time: 1952.4 ms
[2021-01-05 02:12:01 main:574] : INFO : Epoch 636 | loss: 0.0311415 | val_loss: 0.03115 | Time: 1951.12 ms
[2021-01-05 02:12:03 main:574] : INFO : Epoch 637 | loss: 0.0311438 | val_loss: 0.0311414 | Time: 1955.8 ms
[2021-01-05 02:12:05 main:574] : INFO : Epoch 638 | loss: 0.0311421 | val_loss: 0.0311411 | Time: 1955.78 ms
[2021-01-05 02:12:07 main:574] : INFO : Epoch 639 | loss: 0.0311414 | val_loss: 0.0311426 | Time: 1949.66 ms
[2021-01-05 02:12:09 main:574] : INFO : Epoch 640 | loss: 0.0311408 | val_loss: 0.0311422 | Time: 1954.83 ms
[2021-01-05 02:12:11 main:574] : INFO : Epoch 641 | loss: 0.0311404 | val_loss: 0.0311435 | Time: 1946.23 ms
[2021-01-05 02:12:13 main:574] : INFO : Epoch 642 | loss: 0.0311399 | val_loss: 0.0311421 | Time: 1952.85 ms
[2021-01-05 02:12:15 main:574] : INFO : Epoch 643 | loss: 0.0311395 | val_loss: 0.0311421 | Time: 1956.67 ms
[2021-01-05 02:12:17 main:574] : INFO : Epoch 644 | loss: 0.0311386 | val_loss: 0.0311416 | Time: 1951.15 ms
[2021-01-05 02:12:19 main:574] : INFO : Epoch 645 | loss: 0.0311388 | val_loss: 0.0311417 | Time: 1946.94 ms
[2021-01-05 02:12:20 main:574] : INFO : Epoch 646 | loss: 0.0311382 | val_loss: 0.0311422 | Time: 1952.9 ms
[2021-01-05 02:12:22 main:574] : INFO : Epoch 647 | loss: 0.0311378 | val_loss: 0.0311409 | Time: 1943.19 ms
[2021-01-05 02:12:24 main:574] : INFO : Epoch 648 | loss: 0.031139 | val_loss: 0.0311465 | Time: 1943.62 ms
[2021-01-05 02:12:26 main:574] : INFO : Epoch 649 | loss: 0.03114 | val_loss: 0.0311413 | Time: 1944.6 ms
[2021-01-05 02:12:28 main:574] : INFO : Epoch 650 | loss: 0.0311366 | val_loss: 0.0311419 | Time: 1950.8 ms
[2021-01-05 02:12:30 main:574] : INFO : Epoch 651 | loss: 0.0311367 | val_loss: 0.0311405 | Time: 1949.48 ms
[2021-01-05 02:12:32 main:574] : INFO : Epoch 652 | loss: 0.0311367 | val_loss: 0.0311413 | Time: 1944.78 ms
[2021-01-05 02:12:34 main:574] : INFO : Epoch 653 | loss: 0.0311362 | val_loss: 0.0311392 | Time: 1949.35 ms
[2021-01-05 02:12:36 main:574] : INFO : Epoch 654 | loss: 0.0311368 | val_loss: 0.0311412 | Time: 1946.85 ms
[2021-01-05 02:12:38 main:574] : INFO : Epoch 655 | loss: 0.0311347 | val_loss: 0.0311395 | Time: 1945.38 ms
[2021-01-05 02:12:40 main:574] : INFO : Epoch 656 | loss: 0.0311349 | val_loss: 0.0311379 | Time: 1946.88 ms
[2021-01-05 02:12:42 main:574] : INFO : Epoch 657 | loss: 0.0311318 | val_loss: 0.0311385 | Time: 1947.73 ms
[2021-01-05 02:12:44 main:574] : INFO : Epoch 658 | loss: 0.0311325 | val_loss: 0.031137 | Time: 1950.9 ms
[2021-01-05 02:12:46 main:574] : INFO : Epoch 659 | loss: 0.0311324 | val_loss: 0.031136 | Time: 1953.26 ms
[2021-01-05 02:12:48 main:574] : INFO : Epoch 660 | loss: 0.0311314 | val_loss: 0.0311369 | Time: 1945.23 ms
[2021-01-05 02:12:50 main:574] : INFO : Epoch 661 | loss: 0.0311311 | val_loss: 0.0311362 | Time: 1950.69 ms
[2021-01-05 02:12:52 main:574] : INFO : Epoch 662 | loss: 0.0311307 | val_loss: 0.0311351 | Time: 1953.94 ms
[2021-01-05 02:12:54 main:574] : INFO : Epoch 663 | loss: 0.0311317 | val_loss: 0.0311348 | Time: 1954.92 ms
[2021-01-05 02:12:56 main:574] : INFO : Epoch 664 | loss: 0.0311319 | val_loss: 0.0311349 | Time: 1949.57 ms
[2021-01-05 02:12:58 main:574] : INFO : Epoch 665 | loss: 0.031131 | val_loss: 0.0311347 | Time: 1956.35 ms
[2021-01-05 02:13:00 main:574] : INFO : Epoch 666 | loss: 0.0311317 | val_loss: 0.031134 | Time: 1968.03 ms
[2021-01-05 02:13:02 main:574] : INFO : Epoch 667 | loss: 0.031131 | val_loss: 0.031133 | Time: 1956.33 ms
[2021-01-05 02:13:04 main:574] : INFO : Epoch 668 | loss: 0.031131 | val_loss: 0.0311339 | Time: 1951.61 ms
[2021-01-05 02:13:06 main:574] : INFO : Epoch 669 | loss: 0.0311296 | val_loss: 0.0311351 | Time: 1949.27 ms
[2021-01-05 02:13:08 main:574] : INFO : Epoch 670 | loss: 0.0311312 | val_loss: 0.0311353 | Time: 1948.82 ms
[2021-01-05 02:13:10 main:574] : INFO : Epoch 671 | loss: 0.0311306 | val_loss: 0.0311311 | Time: 1958.99 ms
[2021-01-05 02:13:12 main:574] : INFO : Epoch 672 | loss: 0.0311284 | val_loss: 0.0311311 | Time: 1953.91 ms
[2021-01-05 02:13:14 main:574] : INFO : Epoch 673 | loss: 0.0311285 | val_loss: 0.0311321 | Time: 1946.65 ms
[2021-01-05 02:13:16 main:574] : INFO : Epoch 674 | loss: 0.0311295 | val_loss: 0.031134 | Time: 1952.87 ms
[2021-01-05 02:13:18 main:574] : INFO : Epoch 675 | loss: 0.0311299 | val_loss: 0.0311347 | Time: 1943.48 ms
[2021-01-05 02:13:20 main:574] : INFO : Epoch 676 | loss: 0.0311299 | val_loss: 0.0311352 | Time: 1950.28 ms
[2021-01-05 02:13:21 main:574] : INFO : Epoch 677 | loss: 0.0311301 | val_loss: 0.0311358 | Time: 1946.64 ms
[2021-01-05 02:13:23 main:574] : INFO : Epoch 678 | loss: 0.0311306 | val_loss: 0.0311414 | Time: 1947.61 ms
[2021-01-05 02:13:25 main:574] : INFO : Epoch 679 | loss: 0.0311305 | val_loss: 0.031136 | Time: 1953.19 ms
[2021-01-05 02:13:27 main:574] : INFO : Epoch 680 | loss: 0.0311293 | val_loss: 0.0311364 | Time: 1949.41 ms
[2021-01-05 02:13:29 main:574] : INFO : Epoch 681 | loss: 0.0311301 | val_loss: 0.0311381 | Time: 1946.5 ms
[2021-01-05 02:13:31 main:574] : INFO : Epoch 682 | loss: 0.0311322 | val_loss: 0.0311379 | Time: 1957.3 ms
[2021-01-05 02:13:33 main:574] : INFO : Epoch 683 | loss: 0.0311281 | val_loss: 0.0311346 | Time: 1951.49 ms
[2021-01-05 02:13:35 main:574] : INFO : Epoch 684 | loss: 0.0311278 | val_loss: 0.0311366 | Time: 1944.78 ms
[2021-01-05 02:13:37 main:574] : INFO : Epoch 685 | loss: 0.0311289 | val_loss: 0.0311317 | Time: 1954.98 ms
[2021-01-05 02:13:39 main:574] : INFO : Epoch 686 | loss: 0.031136 | val_loss: 0.0311435 | Time: 1955.44 ms
[2021-01-05 02:13:41 main:574] : INFO : Epoch 687 | loss: 0.0311314 | val_loss: 0.0311328 | Time: 1951.18 ms
[2021-01-05 02:13:43 main:574] : INFO : Epoch 688 | loss: 0.0311267 | val_loss: 0.0311325 | Time: 1953.25 ms
[2021-01-05 02:13:45 main:574] : INFO : Epoch 689 | loss: 0.0311271 | val_loss: 0.0311345 | Time: 1949.53 ms
[2021-01-05 02:13:47 main:574] : INFO : Epoch 690 | loss: 0.031125 | val_loss: 0.031128 | Time: 1953.72 ms
[2021-01-05 02:13:49 main:574] : INFO : Epoch 691 | loss: 0.0311228 | val_loss: 0.0311287 | Time: 1950.9 ms
[2021-01-05 02:13:51 main:574] : INFO : Epoch 692 | loss: 0.031122 | val_loss: 0.0311224 | Time: 1954.96 ms
[2021-01-05 02:13:53 main:574] : INFO : Epoch 693 | loss: 0.0311218 | val_loss: 0.0311226 | Time: 1951.13 ms
[2021-01-05 02:13:55 main:574] : INFO : Epoch 694 | loss: 0.0311199 | val_loss: 0.0311226 | Time: 1951.31 ms
[2021-01-05 02:13:57 main:574] : INFO : Epoch 695 | loss: 0.0311197 | val_loss: 0.0311215 | Time: 1953.83 ms
[2021-01-05 02:13:59 main:574] : INFO : Epoch 696 | loss: 0.0311181 | val_loss: 0.0311216 | Time: 1946.2 ms
[2021-01-05 02:14:01 main:574] : INFO : Epoch 697 | loss: 0.0311182 | val_loss: 0.0311202 | Time: 1952.38 ms
[2021-01-05 02:14:03 main:574] : INFO : Epoch 698 | loss: 0.0311184 | val_loss: 0.0311215 | Time: 1939.37 ms
[2021-01-05 02:14:05 main:574] : INFO : Epoch 699 | loss: 0.0311192 | val_loss: 0.0311229 | Time: 1945.11 ms
[2021-01-05 02:14:07 main:574] : INFO : Epoch 700 | loss: 0.0311202 | val_loss: 0.0311231 | Time: 1942.84 ms
[2021-01-05 02:14:08 main:574] : INFO : Epoch 701 | loss: 0.0311198 | val_loss: 0.0311184 | Time: 1936.85 ms
[2021-01-05 02:14:10 main:574] : INFO : Epoch 702 | loss: 0.0311174 | val_loss: 0.0311201 | Time: 1947.71 ms
[2021-01-05 02:14:12 main:574] : INFO : Epoch 703 | loss: 0.0311178 | val_loss: 0.031121 | Time: 1936.25 ms
[2021-01-05 02:14:14 main:574] : INFO : Epoch 704 | loss: 0.0311154 | val_loss: 0.031119 | Time: 1943.45 ms
[2021-01-05 02:14:16 main:574] : INFO : Epoch 705 | loss: 0.0311151 | val_loss: 0.0311219 | Time: 1941.46 ms
[2021-01-05 02:14:18 main:574] : INFO : Epoch 706 | loss: 0.0311158 | val_loss: 0.0311179 | Time: 1944.55 ms
[2021-01-05 02:14:20 main:574] : INFO : Epoch 707 | loss: 0.031115 | val_loss: 0.031118 | Time: 1946.82 ms
[2021-01-05 02:14:22 main:574] : INFO : Epoch 708 | loss: 0.0311136 | val_loss: 0.0311163 | Time: 1944.61 ms
[2021-01-05 02:14:24 main:574] : INFO : Epoch 709 | loss: 0.0311138 | val_loss: 0.0311174 | Time: 1943.04 ms
[2021-01-05 02:14:26 main:574] : INFO : Epoch 710 | loss: 0.031114 | val_loss: 0.0311204 | Time: 1943.88 ms
[2021-01-05 02:14:28 main:574] : INFO : Epoch 711 | loss: 0.0311156 | val_loss: 0.03112 | Time: 1944.99 ms
[2021-01-05 02:14:30 main:574] : INFO : Epoch 712 | loss: 0.0311148 | val_loss: 0.0311167 | Time: 1943.6 ms
[2021-01-05 02:14:32 main:574] : INFO : Epoch 713 | loss: 0.0311166 | val_loss: 0.0311207 | Time: 1948.66 ms
[2021-01-05 02:14:34 main:574] : INFO : Epoch 714 | loss: 0.0311194 | val_loss: 0.0311189 | Time: 1948.63 ms
[2021-01-05 02:14:36 main:574] : INFO : Epoch 715 | loss: 0.0311162 | val_loss: 0.0311176 | Time: 1952.79 ms
[2021-01-05 02:14:38 main:574] : INFO : Epoch 716 | loss: 0.0311149 | val_loss: 0.0311172 | Time: 1952.81 ms
[2021-01-05 02:14:40 main:574] : INFO : Epoch 717 | loss: 0.0311142 | val_loss: 0.0311134 | Time: 1939.56 ms
[2021-01-05 02:14:42 main:574] : INFO : Epoch 718 | loss: 0.0311147 | val_loss: 0.0311157 | Time: 1958.65 ms
[2021-01-05 02:14:44 main:574] : INFO : Epoch 719 | loss: 0.031114 | val_loss: 0.031114 | Time: 1936.4 ms
[2021-01-05 02:14:46 main:574] : INFO : Epoch 720 | loss: 0.0311144 | val_loss: 0.0311161 | Time: 1950.62 ms
[2021-01-05 02:14:48 main:574] : INFO : Epoch 721 | loss: 0.0311113 | val_loss: 0.0311138 | Time: 1941.85 ms
[2021-01-05 02:14:50 main:574] : INFO : Epoch 722 | loss: 0.0311111 | val_loss: 0.0311118 | Time: 1945.35 ms
[2021-01-05 02:14:52 main:574] : INFO : Epoch 723 | loss: 0.0311104 | val_loss: 0.0311148 | Time: 1949.72 ms
[2021-01-05 02:14:54 main:574] : INFO : Epoch 724 | loss: 0.0311124 | val_loss: 0.0311129 | Time: 1938.04 ms
[2021-01-05 02:14:55 main:574] : INFO : Epoch 725 | loss: 0.0311117 | val_loss: 0.0311188 | Time: 1944.17 ms
[2021-01-05 02:14:57 main:574] : INFO : Epoch 726 | loss: 0.0311123 | val_loss: 0.0311156 | Time: 1940.64 ms
[2021-01-05 02:14:59 main:574] : INFO : Epoch 727 | loss: 0.0311119 | val_loss: 0.0311129 | Time: 1949.3 ms
[2021-01-05 02:15:01 main:574] : INFO : Epoch 728 | loss: 0.0311098 | val_loss: 0.0311127 | Time: 1952.38 ms
[2021-01-05 02:15:03 main:574] : INFO : Epoch 729 | loss: 0.031113 | val_loss: 0.0311154 | Time: 1946.44 ms
[2021-01-05 02:15:05 main:574] : INFO : Epoch 730 | loss: 0.0311189 | val_loss: 0.0311191 | Time: 1953.27 ms
[2021-01-05 02:15:07 main:574] : INFO : Epoch 731 | loss: 0.0311205 | val_loss: 0.0311185 | Time: 1946.42 ms
[2021-01-05 02:15:09 main:574] : INFO : Epoch 732 | loss: 0.0311181 | val_loss: 0.0311154 | Time: 1950.19 ms
[2021-01-05 02:15:11 main:574] : INFO : Epoch 733 | loss: 0.0311157 | val_loss: 0.0311148 | Time: 1942.95 ms
[2021-01-05 02:15:13 main:574] : INFO : Epoch 734 | loss: 0.0311143 | val_loss: 0.0311141 | Time: 1946.13 ms
[2021-01-05 02:15:15 main:574] : INFO : Epoch 735 | loss: 0.0311136 | val_loss: 0.031113 | Time: 1949.51 ms
[2021-01-05 02:15:17 main:574] : INFO : Epoch 736 | loss: 0.0311115 | val_loss: 0.0311146 | Time: 1947.44 ms
[2021-01-05 02:15:19 main:574] : INFO : Epoch 737 | loss: 0.0311105 | val_loss: 0.0311121 | Time: 1957.2 ms
[2021-01-05 02:15:21 main:574] : INFO : Epoch 738 | loss: 0.0311096 | val_loss: 0.0311189 | Time: 1952.78 ms
[2021-01-05 02:15:23 main:574] : INFO : Epoch 739 | loss: 0.0311106 | val_loss: 0.0311157 | Time: 1952.76 ms
[2021-01-05 02:15:25 main:574] : INFO : Epoch 740 | loss: 0.0311109 | val_loss: 0.0311192 | Time: 1955.01 ms
[2021-01-05 02:15:27 main:574] : INFO : Epoch 741 | loss: 0.0311108 | val_loss: 0.0311157 | Time: 1966.2 ms
[2021-01-05 02:15:29 main:574] : INFO : Epoch 742 | loss: 0.0311099 | val_loss: 0.0311117 | Time: 1955.28 ms
[2021-01-05 02:15:31 main:574] : INFO : Epoch 743 | loss: 0.03111 | val_loss: 0.0311139 | Time: 1949.34 ms
[2021-01-05 02:15:33 main:574] : INFO : Epoch 744 | loss: 0.0311098 | val_loss: 0.0311132 | Time: 1960.9 ms
[2021-01-05 02:15:35 main:574] : INFO : Epoch 745 | loss: 0.0311084 | val_loss: 0.0311115 | Time: 1950.82 ms
[2021-01-05 02:15:37 main:574] : INFO : Epoch 746 | loss: 0.0311079 | val_loss: 0.031112 | Time: 1951.91 ms
[2021-01-05 02:15:39 main:574] : INFO : Epoch 747 | loss: 0.0311079 | val_loss: 0.0311125 | Time: 1948.63 ms
[2021-01-05 02:15:41 main:574] : INFO : Epoch 748 | loss: 0.0311112 | val_loss: 0.0311151 | Time: 1949.36 ms
[2021-01-05 02:15:43 main:574] : INFO : Epoch 749 | loss: 0.0311085 | val_loss: 0.0311209 | Time: 1951.8 ms
[2021-01-05 02:15:44 main:574] : INFO : Epoch 750 | loss: 0.0311115 | val_loss: 0.0311129 | Time: 1947.64 ms
[2021-01-05 02:15:46 main:574] : INFO : Epoch 751 | loss: 0.0311076 | val_loss: 0.0311117 | Time: 1961.41 ms
[2021-01-05 02:15:48 main:574] : INFO : Epoch 752 | loss: 0.0311066 | val_loss: 0.0311125 | Time: 1946.92 ms
[2021-01-05 02:15:50 main:574] : INFO : Epoch 753 | loss: 0.0311153 | val_loss: 0.0311162 | Time: 1950.95 ms
[2021-01-05 02:15:52 main:574] : INFO : Epoch 754 | loss: 0.031112 | val_loss: 0.0311152 | Time: 1945.64 ms
[2021-01-05 02:15:54 main:574] : INFO : Epoch 755 | loss: 0.0311105 | val_loss: 0.0311154 | Time: 1949.46 ms
[2021-01-05 02:15:56 main:574] : INFO : Epoch 756 | loss: 0.0311086 | val_loss: 0.0311133 | Time: 1952.19 ms
[2021-01-05 02:15:58 main:574] : INFO : Epoch 757 | loss: 0.0311105 | val_loss: 0.0311169 | Time: 1953.86 ms
[2021-01-05 02:16:00 main:574] : INFO : Epoch 758 | loss: 0.031113 | val_loss: 0.0311166 | Time: 1962.92 ms
[2021-01-05 02:16:02 main:574] : INFO : Epoch 759 | loss: 0.0311121 | val_loss: 0.0311159 | Time: 1957.87 ms
[2021-01-05 02:16:04 main:574] : INFO : Epoch 760 | loss: 0.0311127 | val_loss: 0.0311177 | Time: 1962.17 ms
[2021-01-05 02:16:06 main:574] : INFO : Epoch 761 | loss: 0.0311127 | val_loss: 0.0311129 | Time: 1961.68 ms
[2021-01-05 02:16:08 main:574] : INFO : Epoch 762 | loss: 0.0311099 | val_loss: 0.0311127 | Time: 1955.37 ms
[2021-01-05 02:16:10 main:574] : INFO : Epoch 763 | loss: 0.0311097 | val_loss: 0.0311137 | Time: 1956.1 ms
[2021-01-05 02:16:12 main:574] : INFO : Epoch 764 | loss: 0.03111 | val_loss: 0.0311138 | Time: 1958.11 ms
[2021-01-05 02:16:14 main:574] : INFO : Epoch 765 | loss: 0.0311117 | val_loss: 0.0311116 | Time: 1960.41 ms
[2021-01-05 02:16:16 main:574] : INFO : Epoch 766 | loss: 0.031111 | val_loss: 0.0311185 | Time: 1959.46 ms
[2021-01-05 02:16:18 main:574] : INFO : Epoch 767 | loss: 0.0311102 | val_loss: 0.0311125 | Time: 1957.68 ms
[2021-01-05 02:16:20 main:574] : INFO : Epoch 768 | loss: 0.0311089 | val_loss: 0.031119 | Time: 1959.97 ms
[2021-01-05 02:16:22 main:574] : INFO : Epoch 769 | loss: 0.0311094 | val_loss: 0.0311134 | Time: 1954.96 ms
[2021-01-05 02:16:24 main:574] : INFO : Epoch 770 | loss: 0.0311083 | val_loss: 0.0311115 | Time: 1957.66 ms
[2021-01-05 02:16:26 main:574] : INFO : Epoch 771 | loss: 0.0311068 | val_loss: 0.0311112 | Time: 1955.58 ms
[2021-01-05 02:16:28 main:574] : INFO : Epoch 772 | loss: 0.0311062 | val_loss: 0.0311119 | Time: 1958.01 ms
[2021-01-05 02:16:30 main:574] : INFO : Epoch 773 | loss: 0.0311064 | val_loss: 0.0311114 | Time: 1959.73 ms
[2021-01-05 02:16:32 main:574] : INFO : Epoch 774 | loss: 0.031108 | val_loss: 0.0311125 | Time: 1952.38 ms
[2021-01-05 02:16:34 main:574] : INFO : Epoch 775 | loss: 0.0311075 | val_loss: 0.0311119 | Time: 1966.37 ms
[2021-01-05 02:16:36 main:574] : INFO : Epoch 776 | loss: 0.0311063 | val_loss: 0.031111 | Time: 1956.2 ms
[2021-01-05 02:16:38 main:574] : INFO : Epoch 777 | loss: 0.0311081 | val_loss: 0.0311164 | Time: 1958.95 ms
[2021-01-05 02:16:40 main:574] : INFO : Epoch 778 | loss: 0.0311077 | val_loss: 0.0311121 | Time: 1953.56 ms
[2021-01-05 02:16:42 main:574] : INFO : Epoch 779 | loss: 0.031109 | val_loss: 0.0311147 | Time: 1956.23 ms
[2021-01-05 02:16:44 main:574] : INFO : Epoch 780 | loss: 0.0311091 | val_loss: 0.0311107 | Time: 1962.58 ms
[2021-01-05 02:16:45 main:574] : INFO : Epoch 781 | loss: 0.0311068 | val_loss: 0.0311122 | Time: 1955.22 ms
[2021-01-05 02:16:47 main:574] : INFO : Epoch 782 | loss: 0.0311076 | val_loss: 0.0311157 | Time: 1954.79 ms
[2021-01-05 02:16:49 main:574] : INFO : Epoch 783 | loss: 0.0311068 | val_loss: 0.0311094 | Time: 1959.26 ms
[2021-01-05 02:16:51 main:574] : INFO : Epoch 784 | loss: 0.0311052 | val_loss: 0.0311166 | Time: 1959.84 ms
[2021-01-05 02:16:53 main:574] : INFO : Epoch 785 | loss: 0.0311053 | val_loss: 0.0311099 | Time: 1957.82 ms
[2021-01-05 02:16:55 main:574] : INFO : Epoch 786 | loss: 0.0311062 | val_loss: 0.0311194 | Time: 1958.65 ms
[2021-01-05 02:16:57 main:574] : INFO : Epoch 787 | loss: 0.0311089 | val_loss: 0.0311148 | Time: 1961.2 ms
[2021-01-05 02:16:59 main:574] : INFO : Epoch 788 | loss: 0.031108 | val_loss: 0.0311107 | Time: 1956.16 ms
[2021-01-05 02:17:01 main:574] : INFO : Epoch 789 | loss: 0.0311095 | val_loss: 0.0311129 | Time: 1956.1 ms
[2021-01-05 02:17:03 main:574] : INFO : Epoch 790 | loss: 0.03111 | val_loss: 0.0311117 | Time: 1953.01 ms
[2021-01-05 02:17:05 main:574] : INFO : Epoch 791 | loss: 0.0311109 | val_loss: 0.0311128 | Time: 1954.14 ms
[2021-01-05 02:17:07 main:574] : INFO : Epoch 792 | loss: 0.0311091 | val_loss: 0.0311133 | Time: 1959.36 ms
[2021-01-05 02:17:09 main:574] : INFO : Epoch 793 | loss: 0.031108 | val_loss: 0.0311129 | Time: 1954.94 ms
[2021-01-05 02:17:11 main:574] : INFO : Epoch 794 | loss: 0.0311069 | val_loss: 0.0311156 | Time: 1954.89 ms
[2021-01-05 02:17:13 main:574] : INFO : Epoch 795 | loss: 0.0311062 | val_loss: 0.0311157 | Time: 1962.85 ms
[2021-01-05 02:17:15 main:574] : INFO : Epoch 796 | loss: 0.0311061 | val_loss: 0.0311148 | Time: 1958.09 ms
[2021-01-05 02:17:17 main:574] : INFO : Epoch 797 | loss: 0.0311067 | val_loss: 0.0311182 | Time: 1961.26 ms
[2021-01-05 02:17:19 main:574] : INFO : Epoch 798 | loss: 0.0311066 | val_loss: 0.0311167 | Time: 1960.55 ms
[2021-01-05 02:17:21 main:574] : INFO : Epoch 799 | loss: 0.031105 | val_loss: 0.031114 | Time: 1958.89 ms
[2021-01-05 02:17:23 main:574] : INFO : Epoch 800 | loss: 0.0311062 | val_loss: 0.0311181 | Time: 1964.23 ms
[2021-01-05 02:17:25 main:574] : INFO : Epoch 801 | loss: 0.0311056 | val_loss: 0.0311162 | Time: 1961.16 ms
[2021-01-05 02:17:27 main:574] : INFO : Epoch 802 | loss: 0.0311041 | val_loss: 0.0311107 | Time: 1953.98 ms
[2021-01-05 02:17:29 main:574] : INFO : Epoch 803 | loss: 0.0311047 | val_loss: 0.0311112 | Time: 1956.89 ms
[2021-01-05 02:17:31 main:574] : INFO : Epoch 804 | loss: 0.0311057 | val_loss: 0.0311116 | Time: 1958.59 ms
[2021-01-05 02:17:33 main:574] : INFO : Epoch 805 | loss: 0.031105 | val_loss: 0.031112 | Time: 1959.69 ms
[2021-01-05 02:17:35 main:574] : INFO : Epoch 806 | loss: 0.0311046 | val_loss: 0.0311134 | Time: 1954.57 ms
[2021-01-05 02:17:37 main:574] : INFO : Epoch 807 | loss: 0.0311068 | val_loss: 0.0311132 | Time: 1959.7 ms
[2021-01-05 02:17:39 main:574] : INFO : Epoch 808 | loss: 0.0311097 | val_loss: 0.0311139 | Time: 1958.77 ms
[2021-01-05 02:17:41 main:574] : INFO : Epoch 809 | loss: 0.0311053 | val_loss: 0.0311116 | Time: 1960.18 ms
[2021-01-05 02:17:43 main:574] : INFO : Epoch 810 | loss: 0.0311079 | val_loss: 0.0311141 | Time: 1963.79 ms
[2021-01-05 02:17:45 main:574] : INFO : Epoch 811 | loss: 0.0311072 | val_loss: 0.0311105 | Time: 1953.59 ms
[2021-01-05 02:17:47 main:574] : INFO : Epoch 812 | loss: 0.031106 | val_loss: 0.0311111 | Time: 1957.79 ms
[2021-01-05 02:17:48 main:574] : INFO : Epoch 813 | loss: 0.031105 | val_loss: 0.031113 | Time: 1954.3 ms
[2021-01-05 02:17:50 main:574] : INFO : Epoch 814 | loss: 0.031103 | val_loss: 0.0311122 | Time: 1954.68 ms
[2021-01-05 02:17:52 main:574] : INFO : Epoch 815 | loss: 0.0311029 | val_loss: 0.0311114 | Time: 1958.78 ms
[2021-01-05 02:17:54 main:574] : INFO : Epoch 816 | loss: 0.031102 | val_loss: 0.0311107 | Time: 1950.94 ms
[2021-01-05 02:17:56 main:574] : INFO : Epoch 817 | loss: 0.0311032 | val_loss: 0.0311131 | Time: 1952.98 ms
[2021-01-05 02:17:58 main:574] : INFO : Epoch 818 | loss: 0.0311021 | val_loss: 0.0311117 | Time: 1954.74 ms
[2021-01-05 02:18:00 main:574] : INFO : Epoch 819 | loss: 0.0311011 | val_loss: 0.0311097 | Time: 1949.3 ms
[2021-01-05 02:18:02 main:574] : INFO : Epoch 820 | loss: 0.0311026 | val_loss: 0.0311082 | Time: 1951.99 ms
[2021-01-05 02:18:04 main:574] : INFO : Epoch 821 | loss: 0.031103 | val_loss: 0.0311084 | Time: 1958.13 ms
[2021-01-05 02:18:06 main:574] : INFO : Epoch 822 | loss: 0.0311014 | val_loss: 0.0311093 | Time: 1959.11 ms
[2021-01-05 02:18:08 main:574] : INFO : Epoch 823 | loss: 0.0311 | val_loss: 0.0311172 | Time: 1956.36 ms
[2021-01-05 02:18:10 main:574] : INFO : Epoch 824 | loss: 0.0311028 | val_loss: 0.0311188 | Time: 1955.89 ms
[2021-01-05 02:18:12 main:574] : INFO : Epoch 825 | loss: 0.031103 | val_loss: 0.0311084 | Time: 1955.15 ms
[2021-01-05 02:18:14 main:574] : INFO : Epoch 826 | loss: 0.0310994 | val_loss: 0.031109 | Time: 1957.97 ms
[2021-01-05 02:18:16 main:574] : INFO : Epoch 827 | loss: 0.0310984 | val_loss: 0.0311073 | Time: 1961.01 ms
[2021-01-05 02:18:18 main:574] : INFO : Epoch 828 | loss: 0.0310993 | val_loss: 0.0311108 | Time: 1956.64 ms
[2021-01-05 02:18:20 main:574] : INFO : Epoch 829 | loss: 0.0310998 | val_loss: 0.0311154 | Time: 1962.21 ms
[2021-01-05 02:18:22 main:574] : INFO : Epoch 830 | loss: 0.0311005 | val_loss: 0.0311113 | Time: 1960.29 ms
[2021-01-05 02:18:24 main:574] : INFO : Epoch 831 | loss: 0.0310991 | val_loss: 0.0311153 | Time: 1962.36 ms
[2021-01-05 02:18:26 main:574] : INFO : Epoch 832 | loss: 0.0311002 | val_loss: 0.0311148 | Time: 1953.82 ms
[2021-01-05 02:18:28 main:574] : INFO : Epoch 833 | loss: 0.0311004 | val_loss: 0.0311102 | Time: 1959.61 ms
[2021-01-05 02:18:30 main:574] : INFO : Epoch 834 | loss: 0.0310997 | val_loss: 0.0311131 | Time: 1957.87 ms
[2021-01-05 02:18:32 main:574] : INFO : Epoch 835 | loss: 0.0311 | val_loss: 0.0311106 | Time: 1954.09 ms
[2021-01-05 02:18:34 main:574] : INFO : Epoch 836 | loss: 0.0310996 | val_loss: 0.0311103 | Time: 1959.06 ms
[2021-01-05 02:18:36 main:574] : INFO : Epoch 837 | loss: 0.0310987 | val_loss: 0.0311103 | Time: 1959.49 ms
[2021-01-05 02:18:38 main:574] : INFO : Epoch 838 | loss: 0.0310983 | val_loss: 0.0311089 | Time: 1953.49 ms
[2021-01-05 02:18:40 main:574] : INFO : Epoch 839 | loss: 0.0310988 | val_loss: 0.0311086 | Time: 1966.75 ms
[2021-01-05 02:18:42 main:574] : INFO : Epoch 840 | loss: 0.0310996 | val_loss: 0.0311124 | Time: 1953.19 ms
[2021-01-05 02:18:44 main:574] : INFO : Epoch 841 | loss: 0.0311044 | val_loss: 0.0311158 | Time: 1970.54 ms
[2021-01-05 02:18:46 main:574] : INFO : Epoch 842 | loss: 0.0311091 | val_loss: 0.0311144 | Time: 1954.48 ms
[2021-01-05 02:18:48 main:574] : INFO : Epoch 843 | loss: 0.0311066 | val_loss: 0.0311137 | Time: 1964.1 ms
[2021-01-05 02:18:49 main:574] : INFO : Epoch 844 | loss: 0.0311048 | val_loss: 0.0311131 | Time: 1953.38 ms
[2021-01-05 02:18:51 main:574] : INFO : Epoch 845 | loss: 0.0311036 | val_loss: 0.031111 | Time: 1959.2 ms
[2021-01-05 02:18:53 main:574] : INFO : Epoch 846 | loss: 0.0311028 | val_loss: 0.0311101 | Time: 1953.99 ms
[2021-01-05 02:18:55 main:574] : INFO : Epoch 847 | loss: 0.031102 | val_loss: 0.0311188 | Time: 1956.8 ms
[2021-01-05 02:18:57 main:574] : INFO : Epoch 848 | loss: 0.0311061 | val_loss: 0.0311122 | Time: 1963.14 ms
[2021-01-05 02:18:59 main:574] : INFO : Epoch 849 | loss: 0.0311027 | val_loss: 0.0311112 | Time: 1948.86 ms
[2021-01-05 02:19:01 main:574] : INFO : Epoch 850 | loss: 0.0310998 | val_loss: 0.0311098 | Time: 1962.21 ms
[2021-01-05 02:19:03 main:574] : INFO : Epoch 851 | loss: 0.0311016 | val_loss: 0.03111 | Time: 1954.24 ms
[2021-01-05 02:19:05 main:574] : INFO : Epoch 852 | loss: 0.0311002 | val_loss: 0.0311129 | Time: 1949.68 ms
[2021-01-05 02:19:07 main:574] : INFO : Epoch 853 | loss: 0.0311011 | val_loss: 0.0311113 | Time: 1946.05 ms
[2021-01-05 02:19:09 main:574] : INFO : Epoch 854 | loss: 0.0310994 | val_loss: 0.0311108 | Time: 1948.38 ms
[2021-01-05 02:19:11 main:574] : INFO : Epoch 855 | loss: 0.0310988 | val_loss: 0.0311116 | Time: 1947.64 ms
[2021-01-05 02:19:13 main:574] : INFO : Epoch 856 | loss: 0.0310985 | val_loss: 0.0311077 | Time: 1949.6 ms
[2021-01-05 02:19:15 main:574] : INFO : Epoch 857 | loss: 0.0310988 | val_loss: 0.0311094 | Time: 1949.51 ms
[2021-01-05 02:19:17 main:574] : INFO : Epoch 858 | loss: 0.0310986 | val_loss: 0.0311105 | Time: 1948.41 ms
[2021-01-05 02:19:19 main:574] : INFO : Epoch 859 | loss: 0.0310999 | val_loss: 0.0311154 | Time: 1956.65 ms
[2021-01-05 02:19:21 main:574] : INFO : Epoch 860 | loss: 0.0311017 | val_loss: 0.0311108 | Time: 1960.62 ms
[2021-01-05 02:19:23 main:574] : INFO : Epoch 861 | loss: 0.0310994 | val_loss: 0.0311099 | Time: 1960.1 ms
[2021-01-05 02:19:26 main:574] : INFO : Epoch 862 | loss: 0.0310984 | val_loss: 0.0311087 | Time: 1955.29 ms
[2021-01-05 02:19:28 main:574] : INFO : Epoch 863 | loss: 0.0310987 | val_loss: 0.0311102 | Time: 1955.84 ms
[2021-01-05 02:19:30 main:574] : INFO : Epoch 864 | loss: 0.0310982 | val_loss: 0.0311131 | Time: 1965.59 ms
[2021-01-05 02:19:32 main:574] : INFO : Epoch 865 | loss: 0.0310983 | val_loss: 0.0311093 | Time: 1943.06 ms
[2021-01-05 02:19:34 main:574] : INFO : Epoch 866 | loss: 0.031098 | val_loss: 0.0311149 | Time: 1946.41 ms
[2021-01-05 02:19:36 main:574] : INFO : Epoch 867 | loss: 0.0310998 | val_loss: 0.0311163 | Time: 1952.96 ms
[2021-01-05 02:19:38 main:574] : INFO : Epoch 868 | loss: 0.031099 | val_loss: 0.0311091 | Time: 1952.89 ms
[2021-01-05 02:19:40 main:574] : INFO : Epoch 869 | loss: 0.0310986 | val_loss: 0.0311094 | Time: 1953.86 ms
[2021-01-05 02:19:42 main:574] : INFO : Epoch 870 | loss: 0.0310981 | val_loss: 0.0311104 | Time: 1957.84 ms
[2021-01-05 02:19:43 main:574] : INFO : Epoch 871 | loss: 0.031097 | val_loss: 0.0311089 | Time: 1964.78 ms
[2021-01-05 02:19:45 main:574] : INFO : Epoch 872 | loss: 0.0310963 | val_loss: 0.0311085 | Time: 1963.52 ms
[2021-01-05 02:19:47 main:574] : INFO : Epoch 873 | loss: 0.0310955 | val_loss: 0.0311097 | Time: 1952.29 ms
[2021-01-05 02:19:49 main:574] : INFO : Epoch 874 | loss: 0.0310952 | val_loss: 0.0311091 | Time: 1945.58 ms
[2021-01-05 02:19:51 main:574] : INFO : Epoch 875 | loss: 0.0310956 | val_loss: 0.0311086 | Time: 1940.14 ms
[2021-01-05 02:19:53 main:574] : INFO : Epoch 876 | loss: 0.0310955 | val_loss: 0.0311127 | Time: 1943.77 ms
[2021-01-05 02:19:55 main:574] : INFO : Epoch 877 | loss: 0.0311041 | val_loss: 0.0311103 | Time: 1946.8 ms
[2021-01-05 02:19:57 main:574] : INFO : Epoch 878 | loss: 0.0311032 | val_loss: 0.0311088 | Time: 1946.2 ms
[2021-01-05 02:19:59 main:574] : INFO : Epoch 879 | loss: 0.0311051 | val_loss: 0.0311213 | Time: 1960.98 ms
[2021-01-05 02:20:01 main:574] : INFO : Epoch 880 | loss: 0.031107 | val_loss: 0.031112 | Time: 1960.19 ms
[2021-01-05 02:20:03 main:574] : INFO : Epoch 881 | loss: 0.0311049 | val_loss: 0.0311148 | Time: 1944.12 ms
[2021-01-05 02:20:06 main:574] : INFO : Epoch 882 | loss: 0.0311027 | val_loss: 0.0311104 | Time: 1951.23 ms
[2021-01-05 02:20:08 main:574] : INFO : Epoch 883 | loss: 0.0311005 | val_loss: 0.0311093 | Time: 1952.37 ms
[2021-01-05 02:20:09 main:574] : INFO : Epoch 884 | loss: 0.0311005 | val_loss: 0.0311086 | Time: 1956.13 ms
[2021-01-05 02:20:11 main:574] : INFO : Epoch 885 | loss: 0.0311002 | val_loss: 0.0311076 | Time: 1960.05 ms
[2021-01-05 02:20:13 main:574] : INFO : Epoch 886 | loss: 0.0311 | val_loss: 0.0311099 | Time: 1978.87 ms
[2021-01-05 02:20:15 main:574] : INFO : Epoch 887 | loss: 0.0311006 | val_loss: 0.0311082 | Time: 1949.61 ms
[2021-01-05 02:20:17 main:574] : INFO : Epoch 888 | loss: 0.031099 | val_loss: 0.031108 | Time: 1950.01 ms
[2021-01-05 02:20:19 main:574] : INFO : Epoch 889 | loss: 0.0311002 | val_loss: 0.0311072 | Time: 1951.67 ms
[2021-01-05 02:20:21 main:574] : INFO : Epoch 890 | loss: 0.0310978 | val_loss: 0.0311064 | Time: 1955.85 ms
[2021-01-05 02:20:23 main:574] : INFO : Epoch 891 | loss: 0.031098 | val_loss: 0.0311112 | Time: 1947.61 ms
[2021-01-05 02:20:25 main:574] : INFO : Epoch 892 | loss: 0.0311 | val_loss: 0.0311122 | Time: 1940.97 ms
[2021-01-05 02:20:27 main:574] : INFO : Epoch 893 | loss: 0.0311088 | val_loss: 0.0311135 | Time: 1948.42 ms
[2021-01-05 02:20:29 main:574] : INFO : Epoch 894 | loss: 0.0311061 | val_loss: 0.0311113 | Time: 1961.88 ms
[2021-01-05 02:20:31 main:574] : INFO : Epoch 895 | loss: 0.031105 | val_loss: 0.0311116 | Time: 1950.19 ms
[2021-01-05 02:20:33 main:574] : INFO : Epoch 896 | loss: 0.0311038 | val_loss: 0.0311125 | Time: 1964.38 ms
[2021-01-05 02:20:35 main:574] : INFO : Epoch 897 | loss: 0.0311042 | val_loss: 0.0311127 | Time: 1962.15 ms
[2021-01-05 02:20:37 main:574] : INFO : Epoch 898 | loss: 0.0311028 | val_loss: 0.0311109 | Time: 1961.35 ms
[2021-01-05 02:20:39 main:574] : INFO : Epoch 899 | loss: 0.0311015 | val_loss: 0.0311104 | Time: 1948.74 ms
[2021-01-05 02:20:41 main:574] : INFO : Epoch 900 | loss: 0.0311008 | val_loss: 0.0311093 | Time: 1950.29 ms
[2021-01-05 02:20:43 main:574] : INFO : Epoch 901 | loss: 0.0311027 | val_loss: 0.0311206 | Time: 1948.07 ms
[2021-01-05 02:20:45 main:574] : INFO : Epoch 902 | loss: 0.0311088 | val_loss: 0.0311239 | Time: 1978.13 ms
[2021-01-05 02:20:47 main:574] : INFO : Epoch 903 | loss: 0.0311083 | val_loss: 0.0311225 | Time: 1944.93 ms
[2021-01-05 02:20:49 main:574] : INFO : Epoch 904 | loss: 0.0311082 | val_loss: 0.0311253 | Time: 1959.96 ms
[2021-01-05 02:20:51 main:574] : INFO : Epoch 905 | loss: 0.0311145 | val_loss: 0.0311254 | Time: 1962.19 ms
[2021-01-05 02:20:53 main:574] : INFO : Epoch 906 | loss: 0.0311132 | val_loss: 0.031119 | Time: 1959.51 ms
[2021-01-05 02:20:55 main:574] : INFO : Epoch 907 | loss: 0.03111 | val_loss: 0.0311233 | Time: 1957.18 ms
[2021-01-05 02:20:57 main:574] : INFO : Epoch 908 | loss: 0.0311092 | val_loss: 0.0311236 | Time: 1954.1 ms
[2021-01-05 02:20:59 main:574] : INFO : Epoch 909 | loss: 0.0311094 | val_loss: 0.0311236 | Time: 1955.27 ms
[2021-01-05 02:21:01 main:574] : INFO : Epoch 910 | loss: 0.0311075 | val_loss: 0.0311207 | Time: 1961.94 ms
[2021-01-05 02:21:03 main:574] : INFO : Epoch 911 | loss: 0.0311082 | val_loss: 0.0311239 | Time: 1961.11 ms
[2021-01-05 02:21:05 main:574] : INFO : Epoch 912 | loss: 0.0311078 | val_loss: 0.031117 | Time: 1960.02 ms
[2021-01-05 02:21:07 main:574] : INFO : Epoch 913 | loss: 0.0311092 | val_loss: 0.0311185 | Time: 1964.94 ms
[2021-01-05 02:21:09 main:574] : INFO : Epoch 914 | loss: 0.0311109 | val_loss: 0.0311222 | Time: 1949.47 ms
[2021-01-05 02:21:10 main:574] : INFO : Epoch 915 | loss: 0.0311118 | val_loss: 0.0311234 | Time: 1940.16 ms
[2021-01-05 02:21:12 main:574] : INFO : Epoch 916 | loss: 0.0311107 | val_loss: 0.031124 | Time: 1949.32 ms
[2021-01-05 02:21:14 main:574] : INFO : Epoch 917 | loss: 0.0311127 | val_loss: 0.0311275 | Time: 1962.8 ms
[2021-01-05 02:21:16 main:574] : INFO : Epoch 918 | loss: 0.0311102 | val_loss: 0.0311262 | Time: 1956.46 ms
[2021-01-05 02:21:18 main:574] : INFO : Epoch 919 | loss: 0.0311108 | val_loss: 0.0311228 | Time: 1946.75 ms
[2021-01-05 02:21:20 main:574] : INFO : Epoch 920 | loss: 0.0311077 | val_loss: 0.0311154 | Time: 1940.72 ms
[2021-01-05 02:21:22 main:574] : INFO : Epoch 921 | loss: 0.0311039 | val_loss: 0.0311094 | Time: 1942.3 ms
[2021-01-05 02:21:24 main:574] : INFO : Epoch 922 | loss: 0.0311018 | val_loss: 0.0311113 | Time: 1949.31 ms
[2021-01-05 02:21:26 main:574] : INFO : Epoch 923 | loss: 0.0311016 | val_loss: 0.0311142 | Time: 1951.23 ms
[2021-01-05 02:21:28 main:574] : INFO : Epoch 924 | loss: 0.0311015 | val_loss: 0.0311108 | Time: 1952.09 ms
[2021-01-05 02:21:31 main:574] : INFO : Epoch 925 | loss: 0.0310996 | val_loss: 0.0311142 | Time: 1968.4 ms
[2021-01-05 02:21:33 main:574] : INFO : Epoch 926 | loss: 0.0311006 | val_loss: 0.0311104 | Time: 1968.75 ms
[2021-01-05 02:21:35 main:574] : INFO : Epoch 927 | loss: 0.0311009 | val_loss: 0.03111 | Time: 1972.14 ms
[2021-01-05 02:21:37 main:574] : INFO : Epoch 928 | loss: 0.0311016 | val_loss: 0.0311112 | Time: 1966.95 ms
[2021-01-05 02:21:39 main:574] : INFO : Epoch 929 | loss: 0.0311003 | val_loss: 0.0311118 | Time: 1963.41 ms
[2021-01-05 02:21:41 main:574] : INFO : Epoch 930 | loss: 0.0311028 | val_loss: 0.0311143 | Time: 1958.53 ms
[2021-01-05 02:21:43 main:574] : INFO : Epoch 931 | loss: 0.0311024 | val_loss: 0.0311094 | Time: 1963.23 ms
[2021-01-05 02:21:45 main:574] : INFO : Epoch 932 | loss: 0.0311 | val_loss: 0.0311133 | Time: 1966.45 ms
[2021-01-05 02:21:47 main:574] : INFO : Epoch 933 | loss: 0.0311002 | val_loss: 0.0311094 | Time: 1960.8 ms
[2021-01-05 02:21:49 main:574] : INFO : Epoch 934 | loss: 0.0310999 | val_loss: 0.0311082 | Time: 1971.75 ms
[2021-01-05 02:21:51 main:574] : INFO : Epoch 935 | loss: 0.0310997 | val_loss: 0.0311088 | Time: 1959.43 ms
[2021-01-05 02:21:52 main:574] : INFO : Epoch 936 | loss: 0.0311019 | val_loss: 0.031113 | Time: 1960.76 ms
[2021-01-05 02:21:54 main:574] : INFO : Epoch 937 | loss: 0.031099 | val_loss: 0.0311088 | Time: 1959.65 ms
[2021-01-05 02:21:56 main:574] : INFO : Epoch 938 | loss: 0.0310969 | val_loss: 0.0311085 | Time: 1958.73 ms
[2021-01-05 02:21:58 main:574] : INFO : Epoch 939 | loss: 0.0310971 | val_loss: 0.0311088 | Time: 1963.34 ms
[2021-01-05 02:22:00 main:574] : INFO : Epoch 940 | loss: 0.0311008 | val_loss: 0.0311072 | Time: 1960.44 ms
[2021-01-05 02:22:02 main:574] : INFO : Epoch 941 | loss: 0.0311041 | val_loss: 0.0311132 | Time: 1963.6 ms
[2021-01-05 02:22:04 main:574] : INFO : Epoch 942 | loss: 0.031109 | val_loss: 0.0311127 | Time: 1961.7 ms
[2021-01-05 02:22:06 main:574] : INFO : Epoch 943 | loss: 0.0311082 | val_loss: 0.0311102 | Time: 1962.78 ms
[2021-01-05 02:22:08 main:574] : INFO : Epoch 944 | loss: 0.0311062 | val_loss: 0.0311109 | Time: 1960.86 ms
[2021-01-05 02:22:10 main:574] : INFO : Epoch 945 | loss: 0.0311057 | val_loss: 0.03111 | Time: 1965.49 ms
[2021-01-05 02:22:12 main:574] : INFO : Epoch 946 | loss: 0.0311051 | val_loss: 0.0311123 | Time: 1966.61 ms
[2021-01-05 02:22:14 main:574] : INFO : Epoch 947 | loss: 0.0311054 | val_loss: 0.0311115 | Time: 1962.37 ms
[2021-01-05 02:22:16 main:574] : INFO : Epoch 948 | loss: 0.0311044 | val_loss: 0.0311107 | Time: 1963.52 ms
[2021-01-05 02:22:18 main:574] : INFO : Epoch 949 | loss: 0.031102 | val_loss: 0.0311111 | Time: 1959.27 ms
[2021-01-05 02:22:20 main:574] : INFO : Epoch 950 | loss: 0.0311007 | val_loss: 0.031109 | Time: 1961.99 ms
[2021-01-05 02:22:22 main:574] : INFO : Epoch 951 | loss: 0.0311013 | val_loss: 0.0311093 | Time: 1967.1 ms
[2021-01-05 02:22:24 main:574] : INFO : Epoch 952 | loss: 0.0310998 | val_loss: 0.031108 | Time: 1964.33 ms
[2021-01-05 02:22:26 main:574] : INFO : Epoch 953 | loss: 0.031101 | val_loss: 0.0311092 | Time: 1963.09 ms
[2021-01-05 02:22:28 main:574] : INFO : Epoch 954 | loss: 0.0310971 | val_loss: 0.0311109 | Time: 1964.93 ms
[2021-01-05 02:22:30 main:574] : INFO : Epoch 955 | loss: 0.0310978 | val_loss: 0.0311118 | Time: 1972.01 ms
[2021-01-05 02:22:32 main:574] : INFO : Epoch 956 | loss: 0.0310984 | val_loss: 0.0311084 | Time: 1965.68 ms
[2021-01-05 02:22:34 main:574] : INFO : Epoch 957 | loss: 0.031098 | val_loss: 0.0311072 | Time: 1963.04 ms
[2021-01-05 02:22:36 main:574] : INFO : Epoch 958 | loss: 0.0311018 | val_loss: 0.0311123 | Time: 1965.72 ms
[2021-01-05 02:22:38 main:574] : INFO : Epoch 959 | loss: 0.0311014 | val_loss: 0.0311111 | Time: 1963.18 ms
[2021-01-05 02:22:40 main:574] : INFO : Epoch 960 | loss: 0.0311045 | val_loss: 0.0311095 | Time: 1967.42 ms
[2021-01-05 02:22:42 main:574] : INFO : Epoch 961 | loss: 0.0311025 | val_loss: 0.0311073 | Time: 1970.37 ms
[2021-01-05 02:22:44 main:574] : INFO : Epoch 962 | loss: 0.0310999 | val_loss: 0.0311064 | Time: 1960.22 ms
[2021-01-05 02:22:46 main:574] : INFO : Epoch 963 | loss: 0.0310982 | val_loss: 0.0311065 | Time: 1966.31 ms
[2021-01-05 02:22:48 main:574] : INFO : Epoch 964 | loss: 0.0310994 | val_loss: 0.0311068 | Time: 1953.4 ms
[2021-01-05 02:22:50 main:574] : INFO : Epoch 965 | loss: 0.0311007 | val_loss: 0.03111 | Time: 1956.63 ms
[2021-01-05 02:22:52 main:574] : INFO : Epoch 966 | loss: 0.0311 | val_loss: 0.031109 | Time: 1958.19 ms
[2021-01-05 02:22:54 main:574] : INFO : Epoch 967 | loss: 0.0310986 | val_loss: 0.0311093 | Time: 1957.93 ms
[2021-01-05 02:22:56 main:574] : INFO : Epoch 968 | loss: 0.0310979 | val_loss: 0.0311105 | Time: 1953.61 ms
[2021-01-05 02:22:58 main:574] : INFO : Epoch 969 | loss: 0.0310987 | val_loss: 0.0311107 | Time: 1955.31 ms
[2021-01-05 02:23:00 main:574] : INFO : Epoch 970 | loss: 0.031097 | val_loss: 0.0311101 | Time: 1951.51 ms
[2021-01-05 02:23:02 main:574] : INFO : Epoch 971 | loss: 0.0310973 | val_loss: 0.0311101 | Time: 1951.6 ms
[2021-01-05 02:23:03 main:574] : INFO : Epoch 972 | loss: 0.0310964 | val_loss: 0.0311076 | Time: 1956.09 ms
[2021-01-05 02:23:05 main:574] : INFO : Epoch 973 | loss: 0.0310949 | val_loss: 0.031108 | Time: 1955.69 ms
[2021-01-05 02:23:07 main:574] : INFO : Epoch 974 | loss: 0.0310949 | val_loss: 0.0311087 | Time: 1952.97 ms
[2021-01-05 02:23:09 main:574] : INFO : Epoch 975 | loss: 0.0310945 | val_loss: 0.031108 | Time: 1952.37 ms
[2021-01-05 02:23:11 main:574] : INFO : Epoch 976 | loss: 0.0310952 | val_loss: 0.0311096 | Time: 1950.4 ms
[2021-01-05 02:23:13 main:574] : INFO : Epoch 977 | loss: 0.0310958 | val_loss: 0.0311099 | Time: 1952.37 ms
[2021-01-05 02:23:15 main:574] : INFO : Epoch 978 | loss: 0.0310951 | val_loss: 0.0311093 | Time: 1958.86 ms
[2021-01-05 02:23:17 main:574] : INFO : Epoch 979 | loss: 0.0310956 | val_loss: 0.03111 | Time: 1949.55 ms
[2021-01-05 02:23:19 main:574] : INFO : Epoch 980 | loss: 0.0310969 | val_loss: 0.0311106 | Time: 1948.43 ms
[2021-01-05 02:23:21 main:574] : INFO : Epoch 981 | loss: 0.0310947 | val_loss: 0.0311091 | Time: 1952.37 ms
[2021-01-05 02:23:23 main:574] : INFO : Epoch 982 | loss: 0.0310955 | val_loss: 0.0311094 | Time: 1952.57 ms
[2021-01-05 02:23:25 main:574] : INFO : Epoch 983 | loss: 0.0310971 | val_loss: 0.0311085 | Time: 1953.89 ms
[2021-01-05 02:23:27 main:574] : INFO : Epoch 984 | loss: 0.0310948 | val_loss: 0.0311075 | Time: 1957.18 ms
[2021-01-05 02:23:29 main:574] : INFO : Epoch 985 | loss: 0.0310954 | val_loss: 0.0311091 | Time: 1950.79 ms
[2021-01-05 02:23:31 main:574] : INFO : Epoch 986 | loss: 0.0310937 | val_loss: 0.0311117 | Time: 1960.77 ms
[2021-01-05 02:23:33 main:574] : INFO : Epoch 987 | loss: 0.0310942 | val_loss: 0.0311111 | Time: 1958.51 ms
[2021-01-05 02:23:35 main:574] : INFO : Epoch 988 | loss: 0.0310931 | val_loss: 0.0311082 | Time: 1955.3 ms
[2021-01-05 02:23:37 main:574] : INFO : Epoch 989 | loss: 0.0310947 | val_loss: 0.0311101 | Time: 1950.65 ms
[2021-01-05 02:23:39 main:574] : INFO : Epoch 990 | loss: 0.0310952 | val_loss: 0.0311096 | Time: 1953.99 ms
[2021-01-05 02:23:41 main:574] : INFO : Epoch 991 | loss: 0.0310972 | val_loss: 0.0311141 | Time: 1948.11 ms
[2021-01-05 02:23:43 main:574] : INFO : Epoch 992 | loss: 0.0311097 | val_loss: 0.031116 | Time: 1950.66 ms
[2021-01-05 02:23:45 main:574] : INFO : Epoch 993 | loss: 0.0311087 | val_loss: 0.0311125 | Time: 1956.6 ms
[2021-01-05 02:23:47 main:574] : INFO : Epoch 994 | loss: 0.0311053 | val_loss: 0.0311119 | Time: 1951.41 ms
[2021-01-05 02:23:49 main:574] : INFO : Epoch 995 | loss: 0.0311057 | val_loss: 0.0311146 | Time: 1958.11 ms
[2021-01-05 02:23:51 main:574] : INFO : Epoch 996 | loss: 0.0311055 | val_loss: 0.0311187 | Time: 1956.78 ms
[2021-01-05 02:23:53 main:574] : INFO : Epoch 997 | loss: 0.0311039 | val_loss: 0.031113 | Time: 1960.13 ms
[2021-01-05 02:23:55 main:574] : INFO : Epoch 998 | loss: 0.0311022 | val_loss: 0.0311179 | Time: 1958.14 ms
[2021-01-05 02:23:57 main:574] : INFO : Epoch 999 | loss: 0.0311029 | val_loss: 0.0311125 | Time: 1958.22 ms
[2021-01-05 02:23:58 main:574] : INFO : Epoch 1000 | loss: 0.0311015 | val_loss: 0.0311102 | Time: 1957.97 ms
[2021-01-05 02:24:00 main:574] : INFO : Epoch 1001 | loss: 0.0311004 | val_loss: 0.0311133 | Time: 1955.66 ms
[2021-01-05 02:24:02 main:574] : INFO : Epoch 1002 | loss: 0.0311021 | val_loss: 0.0311073 | Time: 1955.59 ms
[2021-01-05 02:24:04 main:574] : INFO : Epoch 1003 | loss: 0.0310986 | val_loss: 0.0311134 | Time: 1951.08 ms
[2021-01-05 02:24:06 main:574] : INFO : Epoch 1004 | loss: 0.0311079 | val_loss: 0.0311204 | Time: 1954.13 ms
[2021-01-05 02:24:08 main:574] : INFO : Epoch 1005 | loss: 0.0311141 | val_loss: 0.0311161 | Time: 1945.96 ms
[2021-01-05 02:24:10 main:574] : INFO : Epoch 1006 | loss: 0.0311122 | val_loss: 0.0311147 | Time: 1954.91 ms
[2021-01-05 02:24:12 main:574] : INFO : Epoch 1007 | loss: 0.0311125 | val_loss: 0.0311173 | Time: 1947.68 ms
[2021-01-05 02:24:14 main:574] : INFO : Epoch 1008 | loss: 0.031116 | val_loss: 0.0311219 | Time: 1950.18 ms
[2021-01-05 02:24:16 main:574] : INFO : Epoch 1009 | loss: 0.031124 | val_loss: 0.0311187 | Time: 1965.51 ms
[2021-01-05 02:24:18 main:574] : INFO : Epoch 1010 | loss: 0.0311242 | val_loss: 0.0311165 | Time: 1949.98 ms
[2021-01-05 02:24:20 main:574] : INFO : Epoch 1011 | loss: 0.0311217 | val_loss: 0.0311162 | Time: 1956.83 ms
[2021-01-05 02:24:22 main:574] : INFO : Epoch 1012 | loss: 0.0311202 | val_loss: 0.031116 | Time: 1948.18 ms
[2021-01-05 02:24:24 main:574] : INFO : Epoch 1013 | loss: 0.0311189 | val_loss: 0.0311278 | Time: 1953.29 ms
[2021-01-05 02:24:26 main:574] : INFO : Epoch 1014 | loss: 0.0311253 | val_loss: 0.0311281 | Time: 1956.26 ms
[2021-01-05 02:24:28 main:574] : INFO : Epoch 1015 | loss: 0.0311232 | val_loss: 0.0311263 | Time: 1955.54 ms
[2021-01-05 02:24:30 main:574] : INFO : Epoch 1016 | loss: 0.0311213 | val_loss: 0.031125 | Time: 1949.96 ms
[2021-01-05 02:24:32 main:574] : INFO : Epoch 1017 | loss: 0.0311188 | val_loss: 0.0311236 | Time: 1950.19 ms
[2021-01-05 02:24:34 main:574] : INFO : Epoch 1018 | loss: 0.031115 | val_loss: 0.0311255 | Time: 1957.57 ms
[2021-01-05 02:24:36 main:574] : INFO : Epoch 1019 | loss: 0.0311138 | val_loss: 0.0311226 | Time: 1954.75 ms
[2021-01-05 02:24:38 main:574] : INFO : Epoch 1020 | loss: 0.0311125 | val_loss: 0.031124 | Time: 1957.72 ms
[2021-01-05 02:24:40 main:574] : INFO : Epoch 1021 | loss: 0.0311129 | val_loss: 0.0311212 | Time: 1963.82 ms
[2021-01-05 02:24:42 main:574] : INFO : Epoch 1022 | loss: 0.031115 | val_loss: 0.0311222 | Time: 1959.37 ms
[2021-01-05 02:24:44 main:574] : INFO : Epoch 1023 | loss: 0.0311128 | val_loss: 0.0311209 | Time: 1979.71 ms
[2021-01-05 02:24:46 main:574] : INFO : Epoch 1024 | loss: 0.0311127 | val_loss: 0.0311196 | Time: 1962.21 ms
[2021-01-05 02:24:46 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311196
[2021-01-05 02:24:46 main:603] : INFO : Saving end state to config to file
[2021-01-05 02:24:46 main:608] : INFO : Success, exiting..
02:24:46 (47492): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)