Task 3695739
| Name | ParityMachine-1605454740-11181-13_1 |
| Workunit | 1886509 |
| Created | 15 Jan 2021, 17:19:38 UTC |
| Sent | 15 Jan 2021, 18:52:12 UTC |
| Report deadline | 22 Jan 2021, 18:52:12 UTC |
| Received | 16 Jan 2021, 9:14:43 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8074 |
| Run time | 27 min 24 sec |
| CPU time | 26 min 49 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,455.40 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> INFO : Epoch 514 | loss: 0.0311108 | val_loss: 0.0311285 | Time: 1591.38 ms [2021-01-16 03:28:15 main:574] : INFO : Epoch 515 | loss: 0.0311088 | val_loss: 0.0311291 | Time: 1606.26 ms [2021-01-16 03:28:16 main:574] : INFO : Epoch 516 | loss: 0.031111 | val_loss: 0.0311319 | Time: 1588.52 ms [2021-01-16 03:28:18 main:574] : INFO : Epoch 517 | loss: 0.0311133 | val_loss: 0.031146 | Time: 1535.22 ms [2021-01-16 03:28:19 main:574] : INFO : Epoch 518 | loss: 0.0311141 | val_loss: 0.0311266 | Time: 1588.33 ms [2021-01-16 03:28:21 main:574] : INFO : Epoch 519 | loss: 0.0311083 | val_loss: 0.0311288 | Time: 1601.99 ms [2021-01-16 03:28:23 main:574] : INFO : Epoch 520 | loss: 0.0311101 | val_loss: 0.0311263 | Time: 1585.02 ms [2021-01-16 03:28:24 main:574] : INFO : Epoch 521 | loss: 0.0311159 | val_loss: 0.0311244 | Time: 1577.07 ms [2021-01-16 03:28:26 main:574] : INFO : Epoch 522 | loss: 0.0311107 | val_loss: 0.0311261 | Time: 1611.89 ms [2021-01-16 03:28:27 main:574] : INFO : Epoch 523 | loss: 0.0311053 | val_loss: 0.0311335 | Time: 1603.91 ms [2021-01-16 03:28:29 main:574] : INFO : Epoch 524 | loss: 0.0311068 | val_loss: 0.031126 | Time: 1576.96 ms [2021-01-16 03:28:31 main:574] : INFO : Epoch 525 | loss: 0.0311051 | val_loss: 0.0311256 | Time: 1601.16 ms [2021-01-16 03:28:32 main:574] : INFO : Epoch 526 | loss: 0.0311052 | val_loss: 0.0311259 | Time: 1574.44 ms [2021-01-16 03:28:34 main:574] : INFO : Epoch 527 | loss: 0.0311051 | val_loss: 0.0311239 | Time: 1569.55 ms [2021-01-16 03:28:35 main:574] : INFO : Epoch 528 | loss: 0.0311039 | val_loss: 0.0311228 | Time: 1569.49 ms [2021-01-16 03:28:37 main:574] : INFO : Epoch 529 | loss: 0.0311091 | val_loss: 0.0311284 | Time: 1581.28 ms [2021-01-16 03:28:38 main:574] : INFO : Epoch 530 | loss: 0.0311027 | val_loss: 0.0311308 | Time: 1567.55 ms [2021-01-16 03:28:40 main:574] : INFO : Epoch 531 | loss: 0.0311039 | val_loss: 0.0311252 | Time: 1586.13 ms [2021-01-16 03:28:42 main:574] : INFO : Epoch 532 | loss: 0.0311084 | val_loss: 0.0311341 | Time: 1591.34 ms [2021-01-16 03:28:43 main:574] : INFO : Epoch 533 | loss: 0.0311091 | val_loss: 0.031137 | Time: 1565.68 ms [2021-01-16 03:28:45 main:574] : INFO : Epoch 534 | loss: 0.031111 | val_loss: 0.0311298 | Time: 1599.9 ms [2021-01-16 03:28:46 main:574] : INFO : Epoch 535 | loss: 0.0311083 | val_loss: 0.0311333 | Time: 1595.79 ms [2021-01-16 03:28:48 main:574] : INFO : Epoch 536 | loss: 0.0311085 | val_loss: 0.0311294 | Time: 1551.88 ms [2021-01-16 03:28:50 main:574] : INFO : Epoch 537 | loss: 0.0311064 | val_loss: 0.031127 | Time: 1573.82 ms [2021-01-16 03:28:51 main:574] : INFO : Epoch 538 | loss: 0.0311043 | val_loss: 0.0311292 | Time: 1596.2 ms [2021-01-16 03:28:53 main:574] : INFO : Epoch 539 | loss: 0.0311026 | val_loss: 0.0311371 | Time: 1570.74 ms [2021-01-16 03:28:54 main:574] : INFO : Epoch 540 | loss: 0.0311089 | val_loss: 0.0311349 | Time: 1608.83 ms [2021-01-16 03:28:56 main:574] : INFO : Epoch 541 | loss: 0.0311067 | val_loss: 0.0311263 | Time: 1578.57 ms [2021-01-16 03:28:58 main:574] : INFO : Epoch 542 | loss: 0.0311016 | val_loss: 0.0311259 | Time: 1551.23 ms [2021-01-16 03:28:59 main:574] : INFO : Epoch 543 | loss: 0.0311019 | val_loss: 0.0311277 | Time: 1565.29 ms [2021-01-16 03:29:01 main:574] : INFO : Epoch 544 | loss: 0.0311059 | val_loss: 0.0311257 | Time: 1572.77 ms [2021-01-16 03:29:02 main:574] : INFO : Epoch 545 | loss: 0.0311038 | val_loss: 0.0311316 | Time: 1576.98 ms [2021-01-16 03:29:04 main:574] : INFO : Epoch 546 | loss: 0.0311042 | val_loss: 0.0311308 | Time: 1586.1 ms [2021-01-16 03:29:05 main:574] : INFO : Epoch 547 | loss: 0.0311045 | val_loss: 0.0311308 | Time: 1579.77 ms [2021-01-16 03:29:07 main:574] : INFO : Epoch 548 | loss: 0.0311076 | val_loss: 0.0311377 | Time: 1595.12 ms [2021-01-16 03:29:09 main:574] : INFO : Epoch 549 | loss: 0.0311117 | val_loss: 0.0311292 | Time: 1553.61 ms [2021-01-16 03:29:10 main:574] : INFO : Epoch 550 | loss: 0.0311083 | val_loss: 0.0311375 | Time: 1611.99 ms [2021-01-16 03:29:12 main:574] : INFO : Epoch 551 | loss: 0.0311096 | val_loss: 0.0311258 | Time: 1593.65 ms [2021-01-16 03:29:14 main:574] : INFO : Epoch 552 | loss: 0.0311066 | val_loss: 0.0311247 | Time: 1603.54 ms [2021-01-16 03:29:15 main:574] : INFO : Epoch 553 | loss: 0.0311087 | val_loss: 0.0311299 | Time: 1584.01 ms [2021-01-16 03:29:17 main:574] : INFO : Epoch 554 | loss: 0.0311049 | val_loss: 0.03113 | Time: 1591.04 ms [2021-01-16 03:29:18 main:574] : INFO : Epoch 555 | loss: 0.0311057 | val_loss: 0.0311328 | Time: 1585.18 ms [2021-01-16 03:29:20 main:574] : INFO : Epoch 556 | loss: 0.0311059 | val_loss: 0.0311304 | Time: 1583.75 ms [2021-01-16 03:29:21 main:574] : INFO : Epoch 557 | loss: 0.0311068 | val_loss: 0.0311292 | Time: 1588.2 ms [2021-01-16 03:29:23 main:574] : INFO : Epoch 558 | loss: 0.0311124 | val_loss: 0.0311305 | Time: 1583.93 ms [2021-01-16 03:29:25 main:574] : INFO : Epoch 559 | loss: 0.0311047 | val_loss: 0.0311291 | Time: 1563.57 ms [2021-01-16 03:29:26 main:574] : INFO : Epoch 560 | loss: 0.0311146 | val_loss: 0.0311275 | Time: 1595.18 ms [2021-01-16 03:29:28 main:574] : INFO : Epoch 561 | loss: 0.0311059 | val_loss: 0.0311309 | Time: 1582.03 ms [2021-01-16 03:29:29 main:574] : INFO : Epoch 562 | loss: 0.0311088 | val_loss: 0.0311237 | Time: 1569.79 ms [2021-01-16 03:29:31 main:574] : INFO : Epoch 563 | loss: 0.0311037 | val_loss: 0.03113 | Time: 1595.56 ms [2021-01-16 03:29:33 main:574] : INFO : Epoch 564 | loss: 0.0311077 | val_loss: 0.03113 | Time: 1573.28 ms [2021-01-16 03:29:34 main:574] : INFO : Epoch 565 | loss: 0.0311073 | val_loss: 0.0311386 | Time: 1569.92 ms [2021-01-16 03:29:36 main:574] : INFO : Epoch 566 | loss: 0.0311109 | val_loss: 0.0311397 | Time: 1584.57 ms [2021-01-16 03:29:37 main:574] : INFO : Epoch 567 | loss: 0.0311102 | val_loss: 0.0311386 | Time: 1585.29 ms [2021-01-16 03:29:39 main:574] : INFO : Epoch 568 | loss: 0.0311042 | val_loss: 0.0311288 | Time: 1585.02 ms [2021-01-16 03:29:41 main:574] : INFO : Epoch 569 | loss: 0.031103 | val_loss: 0.0311284 | Time: 1573.55 ms [2021-01-16 03:29:42 main:574] : INFO : Epoch 570 | loss: 0.0311049 | val_loss: 0.0311286 | Time: 1597.26 ms [2021-01-16 03:29:44 main:574] : INFO : Epoch 571 | loss: 0.0311041 | val_loss: 0.0311371 | Time: 1569.47 ms [2021-01-16 03:29:45 main:574] : INFO : Epoch 572 | loss: 0.0311046 | val_loss: 0.0311311 | Time: 1583.3 ms [2021-01-16 03:29:47 main:574] : INFO : Epoch 573 | loss: 0.0311031 | val_loss: 0.0311331 | Time: 1598.75 ms [2021-01-16 03:29:49 main:574] : INFO : Epoch 574 | loss: 0.0311034 | val_loss: 0.0311293 | Time: 1597.24 ms [2021-01-16 03:29:50 main:574] : INFO : Epoch 575 | loss: 0.0311012 | val_loss: 0.0311272 | Time: 1594.91 ms [2021-01-16 03:29:52 main:574] : INFO : Epoch 576 | loss: 0.0311 | val_loss: 0.0311265 | Time: 1603 ms [2021-01-16 03:29:53 main:574] : INFO : Epoch 577 | loss: 0.0311 | val_loss: 0.031125 | Time: 1572.14 ms [2021-01-16 03:29:55 main:574] : INFO : Epoch 578 | loss: 0.031104 | val_loss: 0.0311267 | Time: 1599.42 ms [2021-01-16 03:29:57 main:574] : INFO : Epoch 579 | loss: 0.0311013 | val_loss: 0.0311257 | Time: 1599.35 ms [2021-01-16 03:29:58 main:574] : INFO : Epoch 580 | loss: 0.0311008 | val_loss: 0.0311317 | Time: 1564.46 ms [2021-01-16 03:30:00 main:574] : INFO : Epoch 581 | loss: 0.0311037 | val_loss: 0.0311294 | Time: 1572.52 ms [2021-01-16 03:30:01 main:574] : INFO : Epoch 582 | loss: 0.0311074 | val_loss: 0.0311357 | Time: 1576.67 ms [2021-01-16 03:30:03 main:574] : INFO : Epoch 583 | loss: 0.0311076 | val_loss: 0.031125 | Time: 1564.65 ms [2021-01-16 03:30:05 main:574] : INFO : Epoch 584 | loss: 0.0311019 | val_loss: 0.031123 | Time: 1588.59 ms [2021-01-16 03:30:06 main:574] : INFO : Epoch 585 | loss: 0.0311016 | val_loss: 0.0311239 | Time: 1543.95 ms [2021-01-16 03:30:08 main:574] : INFO : Epoch 586 | loss: 0.0311004 | val_loss: 0.0311267 | Time: 1529.3 ms [2021-01-16 03:30:09 main:574] : INFO : Epoch 587 | loss: 0.0311044 | val_loss: 0.0311281 | Time: 1602.96 ms [2021-01-16 03:30:11 main:574] : INFO : Epoch 588 | loss: 0.0311079 | val_loss: 0.031131 | Time: 1583.54 ms [2021-01-16 03:30:12 main:574] : INFO : Epoch 589 | loss: 0.0311107 | val_loss: 0.0311434 | Time: 1579.58 ms [2021-01-16 03:30:14 main:574] : INFO : Epoch 590 | loss: 0.0311146 | val_loss: 0.0311462 | Time: 1569.07 ms [2021-01-16 03:30:16 main:574] : INFO : Epoch 591 | loss: 0.0311127 | val_loss: 0.0311423 | Time: 1591.51 ms [2021-01-16 03:30:17 main:574] : INFO : Epoch 592 | loss: 0.0311092 | val_loss: 0.0311306 | Time: 1583.65 ms [2021-01-16 03:30:19 main:574] : INFO : Epoch 593 | loss: 0.0311041 | val_loss: 0.0311336 | Time: 1606.72 ms [2021-01-16 03:30:20 main:574] : INFO : Epoch 594 | loss: 0.0311057 | val_loss: 0.0311306 | Time: 1587.05 ms [2021-01-16 03:30:22 main:574] : INFO : Epoch 595 | loss: 0.0311035 | val_loss: 0.0311299 | Time: 1599.28 ms [2021-01-16 03:30:24 main:574] : INFO : Epoch 596 | loss: 0.0311067 | val_loss: 0.0311336 | Time: 1582.46 ms [2021-01-16 03:30:25 main:574] : INFO : Epoch 597 | loss: 0.0311097 | val_loss: 0.0311319 | Time: 1594.23 ms [2021-01-16 03:30:27 main:574] : INFO : Epoch 598 | loss: 0.0311098 | val_loss: 0.0311365 | Time: 1572.23 ms [2021-01-16 03:30:28 main:574] : INFO : Epoch 599 | loss: 0.0311074 | val_loss: 0.0311353 | Time: 1601.28 ms [2021-01-16 03:30:30 main:574] : INFO : Epoch 600 | loss: 0.0311056 | val_loss: 0.0311264 | Time: 1558.38 ms [2021-01-16 03:30:32 main:574] : INFO : Epoch 601 | loss: 0.0311042 | val_loss: 0.0311248 | Time: 1589.62 ms [2021-01-16 03:30:33 main:574] : INFO : Epoch 602 | loss: 0.0311023 | val_loss: 0.03113 | Time: 1569.19 ms [2021-01-16 03:30:35 main:574] : INFO : Epoch 603 | loss: 0.0311071 | val_loss: 0.0311326 | Time: 1570.83 ms [2021-01-16 03:30:36 main:574] : INFO : Epoch 604 | loss: 0.0311032 | val_loss: 0.0311271 | Time: 1569.35 ms [2021-01-16 03:30:38 main:574] : INFO : Epoch 605 | loss: 0.0311027 | val_loss: 0.0311241 | Time: 1570.5 ms [2021-01-16 03:30:39 main:574] : INFO : Epoch 606 | loss: 0.0311071 | val_loss: 0.0311315 | Time: 1556.67 ms [2021-01-16 03:30:41 main:574] : INFO : Epoch 607 | loss: 0.0311078 | val_loss: 0.0311307 | Time: 1604.68 ms [2021-01-16 03:30:43 main:574] : INFO : Epoch 608 | loss: 0.0311028 | val_loss: 0.0311291 | Time: 1604.04 ms [2021-01-16 03:30:44 main:574] : INFO : Epoch 609 | loss: 0.0311033 | val_loss: 0.0311465 | Time: 1589.85 ms [2021-01-16 03:30:46 main:574] : INFO : Epoch 610 | loss: 0.0311046 | val_loss: 0.031126 | Time: 1588.62 ms [2021-01-16 03:30:47 main:574] : INFO : Epoch 611 | loss: 0.0311011 | val_loss: 0.0311268 | Time: 1582 ms [2021-01-16 03:30:49 main:574] : INFO : Epoch 612 | loss: 0.0311009 | val_loss: 0.0311347 | Time: 1610.03 ms [2021-01-16 03:30:51 main:574] : INFO : Epoch 613 | loss: 0.0311033 | val_loss: 0.0311314 | Time: 1598.2 ms [2021-01-16 03:30:52 main:574] : INFO : Epoch 614 | loss: 0.0310999 | val_loss: 0.0311254 | Time: 1586.15 ms [2021-01-16 03:30:54 main:574] : INFO : Epoch 615 | loss: 0.0311019 | val_loss: 0.0311318 | Time: 1570.81 ms [2021-01-16 03:30:56 main:574] : INFO : Epoch 616 | loss: 0.0311068 | val_loss: 0.0311318 | Time: 1592.33 ms [2021-01-16 03:30:57 main:574] : INFO : Epoch 617 | loss: 0.031106 | val_loss: 0.0311303 | Time: 1568.02 ms [2021-01-16 03:30:59 main:574] : INFO : Epoch 618 | loss: 0.0311036 | val_loss: 0.0311304 | Time: 1573.47 ms [2021-01-16 03:31:00 main:574] : INFO : Epoch 619 | loss: 0.0311016 | val_loss: 0.031131 | Time: 1604.66 ms [2021-01-16 03:31:02 main:574] : INFO : Epoch 620 | loss: 0.0311026 | val_loss: 0.0311409 | Time: 1579.17 ms [2021-01-16 03:31:03 main:574] : INFO : Epoch 621 | loss: 0.0311047 | val_loss: 0.0311401 | Time: 1606.67 ms [2021-01-16 03:31:05 main:574] : INFO : Epoch 622 | loss: 0.031103 | val_loss: 0.0311286 | Time: 1590.33 ms [2021-01-16 03:31:07 main:574] : INFO : Epoch 623 | loss: 0.0310992 | val_loss: 0.0311287 | Time: 1584.11 ms [2021-01-16 03:31:08 main:574] : INFO : Epoch 624 | loss: 0.031101 | val_loss: 0.0311319 | Time: 1597.27 ms [2021-01-16 03:31:10 main:574] : INFO : Epoch 625 | loss: 0.0311061 | val_loss: 0.0311313 | Time: 1577.99 ms [2021-01-16 03:31:11 main:574] : INFO : Epoch 626 | loss: 0.031106 | val_loss: 0.0311366 | Time: 1559.68 ms [2021-01-16 03:31:13 main:574] : INFO : Epoch 627 | loss: 0.0311081 | val_loss: 0.0311289 | Time: 1569.87 ms [2021-01-16 03:31:15 main:574] : INFO : Epoch 628 | loss: 0.0311024 | val_loss: 0.0311264 | Time: 1587.41 ms [2021-01-16 03:31:16 main:574] : INFO : Epoch 629 | loss: 0.0311002 | val_loss: 0.0311298 | Time: 1579.44 ms [2021-01-16 03:31:18 main:574] : INFO : Epoch 630 | loss: 0.0311016 | val_loss: 0.0311283 | Time: 1585.25 ms [2021-01-16 03:31:19 main:574] : INFO : Epoch 631 | loss: 0.0311008 | val_loss: 0.0311247 | Time: 1556.63 ms [2021-01-16 03:31:21 main:574] : INFO : Epoch 632 | loss: 0.0311019 | val_loss: 0.0311267 | Time: 1591.46 ms [2021-01-16 03:31:23 main:574] : INFO : Epoch 633 | loss: 0.0311029 | val_loss: 0.031127 | Time: 1539.58 ms [2021-01-16 03:31:24 main:574] : INFO : Epoch 634 | loss: 0.0311052 | val_loss: 0.0311275 | Time: 1548.5 ms [2021-01-16 03:31:26 main:574] : INFO : Epoch 635 | loss: 0.0311004 | val_loss: 0.0311265 | Time: 1587.32 ms [2021-01-16 03:31:27 main:574] : INFO : Epoch 636 | loss: 0.0310999 | val_loss: 0.0311301 | Time: 1591.99 ms [2021-01-16 03:31:29 main:574] : INFO : Epoch 637 | loss: 0.0311018 | val_loss: 0.0311261 | Time: 1593.85 ms [2021-01-16 03:31:31 main:574] : INFO : Epoch 638 | loss: 0.031099 | val_loss: 0.0311344 | Time: 1586.09 ms [2021-01-16 03:31:32 main:574] : INFO : Epoch 639 | loss: 0.0311028 | val_loss: 0.031126 | Time: 1596.65 ms [2021-01-16 03:31:34 main:574] : INFO : Epoch 640 | loss: 0.0311022 | val_loss: 0.0311306 | Time: 1600.56 ms [2021-01-16 03:31:35 main:574] : INFO : Epoch 641 | loss: 0.0310983 | val_loss: 0.0311289 | Time: 1589.24 ms [2021-01-16 03:31:37 main:574] : INFO : Epoch 642 | loss: 0.0310976 | val_loss: 0.0311358 | Time: 1578.81 ms [2021-01-16 03:31:39 main:574] : INFO : Epoch 643 | loss: 0.0311082 | val_loss: 0.0311455 | Time: 1580.45 ms [2021-01-16 03:31:40 main:574] : INFO : Epoch 644 | loss: 0.0310995 | val_loss: 0.0311294 | Time: 1595.14 ms [2021-01-16 03:31:42 main:574] : INFO : Epoch 645 | loss: 0.0310992 | val_loss: 0.0311301 | Time: 1570.96 ms [2021-01-16 03:31:43 main:574] : INFO : Epoch 646 | loss: 0.031101 | val_loss: 0.0311429 | Time: 1586.3 ms [2021-01-16 03:31:45 main:574] : INFO : Epoch 647 | loss: 0.0311018 | val_loss: 0.031129 | Time: 1578.96 ms [2021-01-16 03:31:46 main:574] : INFO : Epoch 648 | loss: 0.0310975 | val_loss: 0.0311382 | Time: 1598.88 ms [2021-01-16 03:31:48 main:574] : INFO : Epoch 649 | loss: 0.0310973 | val_loss: 0.0311284 | Time: 1601.76 ms [2021-01-16 03:31:50 main:574] : INFO : Epoch 650 | loss: 0.0310973 | val_loss: 0.0311594 | Time: 1563.24 ms [2021-01-16 03:31:51 main:574] : INFO : Epoch 651 | loss: 0.031104 | val_loss: 0.0311281 | Time: 1556.9 ms [2021-01-16 03:31:53 main:574] : INFO : Epoch 652 | loss: 0.0311047 | val_loss: 0.0311487 | Time: 1561.19 ms [2021-01-16 03:31:54 main:574] : INFO : Epoch 653 | loss: 0.0311056 | val_loss: 0.0311287 | Time: 1571.01 ms [2021-01-16 03:31:56 main:574] : INFO : Epoch 654 | loss: 0.0310985 | val_loss: 0.031131 | Time: 1566.41 ms [2021-01-16 03:31:58 main:574] : INFO : Epoch 655 | loss: 0.0310977 | val_loss: 0.0311278 | Time: 1553.87 ms [2021-01-16 03:31:59 main:574] : INFO : Epoch 656 | loss: 0.0310957 | val_loss: 0.0311292 | Time: 1577.18 ms [2021-01-16 03:32:01 main:574] : INFO : Epoch 657 | loss: 0.0310991 | val_loss: 0.0311339 | Time: 1561.77 ms [2021-01-16 03:32:02 main:574] : INFO : Epoch 658 | loss: 0.031098 | val_loss: 0.0311267 | Time: 1583.16 ms [2021-01-16 03:32:04 main:574] : INFO : Epoch 659 | loss: 0.031102 | val_loss: 0.0311399 | Time: 1608.05 ms [2021-01-16 03:32:06 main:574] : INFO : Epoch 660 | loss: 0.0311085 | val_loss: 0.0311314 | Time: 1609.51 ms [2021-01-16 03:32:07 main:574] : INFO : Epoch 661 | loss: 0.0310994 | val_loss: 0.0311289 | Time: 1568.04 ms [2021-01-16 03:32:09 main:574] : INFO : Epoch 662 | loss: 0.0310975 | val_loss: 0.0311285 | Time: 1574.04 ms [2021-01-16 03:32:10 main:574] : INFO : Epoch 663 | loss: 0.0311005 | val_loss: 0.0311285 | Time: 1600.33 ms [2021-01-16 03:32:12 main:574] : INFO : Epoch 664 | loss: 0.0310995 | val_loss: 0.0311344 | Time: 1586.66 ms [2021-01-16 03:32:14 main:574] : INFO : Epoch 665 | loss: 0.0311017 | val_loss: 0.0311422 | Time: 1603.46 ms [2021-01-16 03:32:15 main:574] : INFO : Epoch 666 | loss: 0.0311004 | val_loss: 0.0311304 | Time: 1604.1 ms [2021-01-16 03:32:17 main:574] : INFO : Epoch 667 | loss: 0.0311015 | val_loss: 0.031131 | Time: 1605.56 ms [2021-01-16 03:32:18 main:574] : INFO : Epoch 668 | loss: 0.0311013 | val_loss: 0.0311297 | Time: 1561.57 ms [2021-01-16 03:32:20 main:574] : INFO : Epoch 669 | loss: 0.0311003 | val_loss: 0.0311297 | Time: 1591.35 ms [2021-01-16 03:32:22 main:574] : INFO : Epoch 670 | loss: 0.0311039 | val_loss: 0.0311312 | Time: 1598.33 ms [2021-01-16 03:32:23 main:574] : INFO : Epoch 671 | loss: 0.0311007 | val_loss: 0.0311434 | Time: 1559.72 ms [2021-01-16 03:32:25 main:574] : INFO : Epoch 672 | loss: 0.0310995 | val_loss: 0.0311289 | Time: 1608.26 ms [2021-01-16 03:32:26 main:574] : INFO : Epoch 673 | loss: 0.0310964 | val_loss: 0.0311279 | Time: 1585.67 ms [2021-01-16 03:32:28 main:574] : INFO : Epoch 674 | loss: 0.0310966 | val_loss: 0.0311333 | Time: 1576.65 ms [2021-01-16 03:32:29 main:574] : INFO : Epoch 675 | loss: 0.0311014 | val_loss: 0.0311319 | Time: 1549.87 ms [2021-01-16 03:32:31 main:574] : INFO : Epoch 676 | loss: 0.0310993 | val_loss: 0.031135 | Time: 1588.28 ms [2021-01-16 03:32:33 main:574] : INFO : Epoch 677 | loss: 0.0311001 | val_loss: 0.0311284 | Time: 1582.17 ms [2021-01-16 03:32:34 main:574] : INFO : Epoch 678 | loss: 0.031099 | val_loss: 0.0311238 | Time: 1605.77 ms [2021-01-16 03:32:36 main:574] : INFO : Epoch 679 | loss: 0.0310974 | val_loss: 0.0311296 | Time: 1591 ms [2021-01-16 03:32:37 main:574] : INFO : Epoch 680 | loss: 0.0310989 | val_loss: 0.0311308 | Time: 1579.16 ms [2021-01-16 03:32:39 main:574] : INFO : Epoch 681 | loss: 0.0310965 | val_loss: 0.0311295 | Time: 1584.16 ms [2021-01-16 03:32:41 main:574] : INFO : Epoch 682 | loss: 0.0310968 | val_loss: 0.0311274 | Time: 1635.66 ms [2021-01-16 03:32:42 main:574] : INFO : Epoch 683 | loss: 0.0310957 | val_loss: 0.031127 | Time: 1575.23 ms [2021-01-16 03:32:44 main:574] : INFO : Epoch 684 | loss: 0.0310996 | val_loss: 0.0311292 | Time: 1553.51 ms [2021-01-16 03:32:45 main:574] : INFO : Epoch 685 | loss: 0.0311001 | val_loss: 0.0311266 | Time: 1597.61 ms [2021-01-16 03:32:47 main:574] : INFO : Epoch 686 | loss: 0.0310973 | val_loss: 0.0311269 | Time: 1584.38 ms [2021-01-16 03:32:49 main:574] : INFO : Epoch 687 | loss: 0.0310983 | val_loss: 0.0311269 | Time: 1596.89 ms [2021-01-16 03:32:50 main:574] : INFO : Epoch 688 | loss: 0.0310999 | val_loss: 0.0311293 | Time: 1597.81 ms [2021-01-16 03:32:52 main:574] : INFO : Epoch 689 | loss: 0.0310965 | val_loss: 0.0311271 | Time: 1581.5 ms [2021-01-16 03:32:53 main:574] : INFO : Epoch 690 | loss: 0.0310972 | val_loss: 0.0311304 | Time: 1596.69 ms [2021-01-16 03:32:55 main:574] : INFO : Epoch 691 | loss: 0.031105 | val_loss: 0.0311338 | Time: 1589.09 ms [2021-01-16 03:32:57 main:574] : INFO : Epoch 692 | loss: 0.0311035 | val_loss: 0.0311287 | Time: 1595.58 ms [2021-01-16 03:32:58 main:574] : INFO : Epoch 693 | loss: 0.031102 | val_loss: 0.0311359 | Time: 1536.93 ms [2021-01-16 03:33:00 main:574] : INFO : Epoch 694 | loss: 0.0311049 | val_loss: 0.0311525 | Time: 1580.19 ms [2021-01-16 03:33:01 main:574] : INFO : Epoch 695 | loss: 0.0311097 | val_loss: 0.0311323 | Time: 1580.37 ms [2021-01-16 03:33:03 main:574] : INFO : Epoch 696 | loss: 0.0310999 | val_loss: 0.0311291 | Time: 1581.63 ms [2021-01-16 03:33:05 main:574] : INFO : Epoch 697 | loss: 0.0310979 | val_loss: 0.0311349 | Time: 1554.22 ms [2021-01-16 03:33:06 main:574] : INFO : Epoch 698 | loss: 0.0311005 | val_loss: 0.031149 | Time: 1566.71 ms [2021-01-16 03:33:08 main:574] : INFO : Epoch 699 | loss: 0.0310989 | val_loss: 0.0311321 | Time: 1586.33 ms [2021-01-16 03:33:09 main:574] : INFO : Epoch 700 | loss: 0.031096 | val_loss: 0.0311283 | Time: 1588.61 ms [2021-01-16 03:33:11 main:574] : INFO : Epoch 701 | loss: 0.0310958 | val_loss: 0.0311269 | Time: 1574.48 ms [2021-01-16 03:33:13 main:574] : INFO : Epoch 702 | loss: 0.0310962 | val_loss: 0.0311319 | Time: 1590.59 ms [2021-01-16 03:33:14 main:574] : INFO : Epoch 703 | loss: 0.0310968 | val_loss: 0.0311266 | Time: 1593.33 ms [2021-01-16 03:33:16 main:574] : INFO : Epoch 704 | loss: 0.0310934 | val_loss: 0.0311257 | Time: 1584.41 ms [2021-01-16 03:33:17 main:574] : INFO : Epoch 705 | loss: 0.0310961 | val_loss: 0.0311276 | Time: 1602.29 ms [2021-01-16 03:33:19 main:574] : INFO : Epoch 706 | loss: 0.0310999 | val_loss: 0.0311305 | Time: 1586.62 ms [2021-01-16 03:33:21 main:574] : INFO : Epoch 707 | loss: 0.0310979 | val_loss: 0.0311351 | Time: 1622.56 ms [2021-01-16 03:33:22 main:574] : INFO : Epoch 708 | loss: 0.0310977 | val_loss: 0.0311309 | Time: 1608.38 ms [2021-01-16 03:33:24 main:574] : INFO : Epoch 709 | loss: 0.0310933 | val_loss: 0.0311326 | Time: 1556.4 ms [2021-01-16 03:33:25 main:574] : INFO : Epoch 710 | loss: 0.0310979 | val_loss: 0.031134 | Time: 1600.98 ms [2021-01-16 03:33:27 main:574] : INFO : Epoch 711 | loss: 0.0311052 | val_loss: 0.0311265 | Time: 1595.59 ms [2021-01-16 03:33:29 main:574] : INFO : Epoch 712 | loss: 0.0310995 | val_loss: 0.0311334 | Time: 1579.98 ms [2021-01-16 03:33:30 main:574] : INFO : Epoch 713 | loss: 0.0310941 | val_loss: 0.031127 | Time: 1616.07 ms [2021-01-16 03:33:32 main:574] : INFO : Epoch 714 | loss: 0.0310947 | val_loss: 0.0311269 | Time: 1547.42 ms [2021-01-16 03:33:33 main:574] : INFO : Epoch 715 | loss: 0.0310949 | val_loss: 0.0311273 | Time: 1571.93 ms [2021-01-16 03:33:35 main:574] : INFO : Epoch 716 | loss: 0.0310939 | val_loss: 0.03113 | Time: 1588.73 ms [2021-01-16 03:33:37 main:574] : INFO : Epoch 717 | loss: 0.0310935 | val_loss: 0.0311334 | Time: 1600 ms [2021-01-16 03:33:38 main:574] : INFO : Epoch 718 | loss: 0.0311022 | val_loss: 0.0311387 | Time: 1553.47 ms [2021-01-16 03:33:40 main:574] : INFO : Epoch 719 | loss: 0.0311012 | val_loss: 0.0311319 | Time: 1597.53 ms [2021-01-16 03:33:41 main:574] : INFO : Epoch 720 | loss: 0.0310945 | val_loss: 0.0311276 | Time: 1584.22 ms [2021-01-16 03:33:43 main:574] : INFO : Epoch 721 | loss: 0.0310921 | val_loss: 0.0311277 | Time: 1575.8 ms [2021-01-16 03:33:44 main:574] : INFO : Epoch 722 | loss: 0.0310939 | val_loss: 0.0311301 | Time: 1572.16 ms [2021-01-16 03:33:46 main:574] : INFO : Epoch 723 | loss: 0.031095 | val_loss: 0.0311245 | Time: 1583.12 ms [2021-01-16 03:33:48 main:574] : INFO : Epoch 724 | loss: 0.0310928 | val_loss: 0.0311244 | Time: 1552.01 ms [2021-01-16 03:33:49 main:574] : INFO : Epoch 725 | loss: 0.0310953 | val_loss: 0.0311265 | Time: 1596.11 ms [2021-01-16 03:33:51 main:574] : INFO : Epoch 726 | loss: 0.0310935 | val_loss: 0.0311295 | Time: 1583.64 ms [2021-01-16 03:33:52 main:574] : INFO : Epoch 727 | loss: 0.0310942 | val_loss: 0.031125 | Time: 1566.9 ms [2021-01-16 03:33:54 main:574] : INFO : Epoch 728 | loss: 0.0310926 | val_loss: 0.0311319 | Time: 1592.42 ms [2021-01-16 03:33:56 main:574] : INFO : Epoch 729 | loss: 0.031096 | val_loss: 0.0311251 | Time: 1569.3 ms [2021-01-16 03:33:57 main:574] : INFO : Epoch 730 | loss: 0.031092 | val_loss: 0.0311271 | Time: 1578.96 ms [2021-01-16 03:33:59 main:574] : INFO : Epoch 731 | loss: 0.0310923 | val_loss: 0.0311262 | Time: 1595.72 ms [2021-01-16 03:34:00 main:574] : INFO : Epoch 732 | loss: 0.0310924 | val_loss: 0.0311265 | Time: 1574.59 ms [2021-01-16 03:34:02 main:574] : INFO : Epoch 733 | loss: 0.0310932 | val_loss: 0.0311281 | Time: 1606.78 ms [2021-01-16 03:34:04 main:574] : INFO : Epoch 734 | loss: 0.0310912 | val_loss: 0.0311312 | Time: 1566.44 ms [2021-01-16 03:34:05 main:574] : INFO : Epoch 735 | loss: 0.0310933 | val_loss: 0.0311343 | Time: 1585.43 ms [2021-01-16 03:34:07 main:574] : INFO : Epoch 736 | loss: 0.0310939 | val_loss: 0.0311289 | Time: 1578.44 ms [2021-01-16 03:34:08 main:574] : INFO : Epoch 737 | loss: 0.031094 | val_loss: 0.031128 | Time: 1586.86 ms [2021-01-16 03:34:10 main:574] : INFO : Epoch 738 | loss: 0.031094 | val_loss: 0.0311268 | Time: 1552.07 ms [2021-01-16 03:34:12 main:574] : INFO : Epoch 739 | loss: 0.0310941 | val_loss: 0.0311285 | Time: 1580 ms [2021-01-16 03:34:13 main:574] : INFO : Epoch 740 | loss: 0.0310914 | val_loss: 0.0311282 | Time: 1587.63 ms [2021-01-16 03:34:15 main:574] : INFO : Epoch 741 | loss: 0.0310891 | val_loss: 0.031128 | Time: 1577.12 ms [2021-01-16 03:34:16 main:574] : INFO : Epoch 742 | loss: 0.0310927 | val_loss: 0.0311276 | Time: 1551.88 ms [2021-01-16 03:34:18 main:574] : INFO : Epoch 743 | loss: 0.0310909 | val_loss: 0.0311276 | Time: 1576.64 ms [2021-01-16 03:34:19 main:574] : INFO : Epoch 744 | loss: 0.0310937 | val_loss: 0.0311391 | Time: 1552.6 ms [2021-01-16 03:34:21 main:574] : INFO : Epoch 745 | loss: 0.0310949 | val_loss: 0.0311252 | Time: 1589.19 ms [2021-01-16 03:34:23 main:574] : INFO : Epoch 746 | loss: 0.0310932 | val_loss: 0.0311261 | Time: 1564.96 ms [2021-01-16 03:34:24 main:574] : INFO : Epoch 747 | loss: 0.0310937 | val_loss: 0.0311268 | Time: 1599.24 ms [2021-01-16 03:34:26 main:574] : INFO : Epoch 748 | loss: 0.0310945 | val_loss: 0.0311249 | Time: 1599.23 ms [2021-01-16 03:34:27 main:574] : INFO : Epoch 749 | loss: 0.031093 | val_loss: 0.0311286 | Time: 1578.88 ms [2021-01-16 03:34:29 main:574] : INFO : Epoch 750 | loss: 0.031096 | val_loss: 0.0311224 | Time: 1603.47 ms [2021-01-16 03:34:31 main:574] : INFO : Epoch 751 | loss: 0.031097 | val_loss: 0.0311225 | Time: 1584.19 ms [2021-01-16 03:34:32 main:574] : INFO : Epoch 752 | loss: 0.0310972 | val_loss: 0.0311218 | Time: 1601.37 ms [2021-01-16 03:34:34 main:574] : INFO : Epoch 753 | loss: 0.0310941 | val_loss: 0.0311248 | Time: 1580.61 ms [2021-01-16 03:34:35 main:574] : INFO : Epoch 754 | loss: 0.0310982 | val_loss: 0.0311289 | Time: 1612.91 ms [2021-01-16 03:34:37 main:574] : INFO : Epoch 755 | loss: 0.0310934 | val_loss: 0.0311219 | Time: 1581.78 ms [2021-01-16 03:34:39 main:574] : INFO : Epoch 756 | loss: 0.0310907 | val_loss: 0.0311228 | Time: 1595.41 ms [2021-01-16 03:34:40 main:574] : INFO : Epoch 757 | loss: 0.0310899 | val_loss: 0.031127 | Time: 1595.35 ms [2021-01-16 03:34:42 main:574] : INFO : Epoch 758 | loss: 0.0310922 | val_loss: 0.0311259 | Time: 1604.99 ms [2021-01-16 03:34:43 main:574] : INFO : Epoch 759 | loss: 0.0310965 | val_loss: 0.0311249 | Time: 1599.9 ms [2021-01-16 03:34:45 main:574] : INFO : Epoch 760 | loss: 0.0310976 | val_loss: 0.0311315 | Time: 1574.8 ms [2021-01-16 03:34:47 main:574] : INFO : Epoch 761 | loss: 0.0310968 | val_loss: 0.0311316 | Time: 1591.16 ms [2021-01-16 03:34:48 main:574] : INFO : Epoch 762 | loss: 0.0311042 | val_loss: 0.0311364 | Time: 1583.03 ms [2021-01-16 03:34:50 main:574] : INFO : Epoch 763 | loss: 0.0310971 | val_loss: 0.0311255 | Time: 1588.84 ms [2021-01-16 03:34:51 main:574] : INFO : Epoch 764 | loss: 0.031091 | val_loss: 0.0311308 | Time: 1593.76 ms [2021-01-16 03:34:53 main:574] : INFO : Epoch 765 | loss: 0.0310991 | val_loss: 0.0311296 | Time: 1647.93 ms [2021-01-16 03:34:55 main:574] : INFO : Epoch 766 | loss: 0.031097 | val_loss: 0.0311258 | Time: 1608.76 ms [2021-01-16 03:34:56 main:574] : INFO : Epoch 767 | loss: 0.0310936 | val_loss: 0.031128 | Time: 1584.23 ms [2021-01-16 03:34:58 main:574] : INFO : Epoch 768 | loss: 0.0310948 | val_loss: 0.0311247 | Time: 1598.19 ms [2021-01-16 03:35:00 main:574] : INFO : Epoch 769 | loss: 0.0310921 | val_loss: 0.0311302 | Time: 1554.31 ms [2021-01-16 03:35:01 main:574] : INFO : Epoch 770 | loss: 0.0310958 | val_loss: 0.0311238 | Time: 1579.42 ms [2021-01-16 03:35:03 main:574] : INFO : Epoch 771 | loss: 0.031096 | val_loss: 0.0311259 | Time: 1588.97 ms [2021-01-16 03:35:04 main:574] : INFO : Epoch 772 | loss: 0.0310917 | val_loss: 0.0311242 | Time: 1582.49 ms [2021-01-16 03:35:06 main:574] : INFO : Epoch 773 | loss: 0.0310932 | val_loss: 0.031131 | Time: 1607.05 ms [2021-01-16 03:35:08 main:574] : INFO : Epoch 774 | loss: 0.0310914 | val_loss: 0.0311246 | Time: 1584.93 ms [2021-01-16 03:35:09 main:574] : INFO : Epoch 775 | loss: 0.0310963 | val_loss: 0.0311273 | Time: 1592.67 ms [2021-01-16 03:35:11 main:574] : INFO : Epoch 776 | loss: 0.0311009 | val_loss: 0.0311259 | Time: 1597.34 ms [2021-01-16 03:35:12 main:574] : INFO : Epoch 777 | loss: 0.031101 | val_loss: 0.0311294 | Time: 1589.03 ms [2021-01-16 03:35:14 main:574] : INFO : Epoch 778 | loss: 0.0311007 | val_loss: 0.0311236 | Time: 1600.17 ms [2021-01-16 03:35:16 main:574] : INFO : Epoch 779 | loss: 0.0310974 | val_loss: 0.0311286 | Time: 1586.92 ms [2021-01-16 03:35:17 main:574] : INFO : Epoch 780 | loss: 0.0311026 | val_loss: 0.0311298 | Time: 1585.59 ms [2021-01-16 03:35:19 main:574] : INFO : Epoch 781 | loss: 0.0311052 | val_loss: 0.0311318 | Time: 1554.32 ms [2021-01-16 03:35:20 main:574] : INFO : Epoch 782 | loss: 0.0310985 | val_loss: 0.0311268 | Time: 1602.07 ms [2021-01-16 03:35:22 main:574] : INFO : Epoch 783 | loss: 0.0310991 | val_loss: 0.0311351 | Time: 1602.37 ms [2021-01-16 03:35:24 main:574] : INFO : Epoch 784 | loss: 0.0311001 | val_loss: 0.031128 | Time: 1580.21 ms [2021-01-16 03:35:25 main:574] : INFO : Epoch 785 | loss: 0.0310959 | val_loss: 0.03113 | Time: 1579.3 ms [2021-01-16 03:35:27 main:574] : INFO : Epoch 786 | loss: 0.0310996 | val_loss: 0.031128 | Time: 1589.86 ms [2021-01-16 03:35:28 main:574] : INFO : Epoch 787 | loss: 0.0311017 | val_loss: 0.0311272 | Time: 1593.96 ms [2021-01-16 03:35:30 main:574] : INFO : Epoch 788 | loss: 0.0310991 | val_loss: 0.0311279 | Time: 1567.14 ms [2021-01-16 03:35:31 main:574] : INFO : Epoch 789 | loss: 0.0310967 | val_loss: 0.031124 | Time: 1566.57 ms [2021-01-16 03:35:33 main:574] : INFO : Epoch 790 | loss: 0.0310966 | val_loss: 0.0311291 | Time: 1595.15 ms [2021-01-16 03:35:35 main:574] : INFO : Epoch 791 | loss: 0.0310984 | val_loss: 0.0311274 | Time: 1570.41 ms [2021-01-16 03:35:36 main:574] : INFO : Epoch 792 | loss: 0.0311004 | val_loss: 0.0311396 | Time: 1558.1 ms [2021-01-16 03:35:38 main:574] : INFO : Epoch 793 | loss: 0.0310999 | val_loss: 0.031137 | Time: 1564.24 ms [2021-01-16 03:35:39 main:574] : INFO : Epoch 794 | loss: 0.0310961 | val_loss: 0.0311289 | Time: 1614.99 ms [2021-01-16 03:35:41 main:574] : INFO : Epoch 795 | loss: 0.0310994 | val_loss: 0.0311283 | Time: 1599.88 ms [2021-01-16 03:35:43 main:574] : INFO : Epoch 796 | loss: 0.0310995 | val_loss: 0.0311224 | Time: 1564.85 ms [2021-01-16 03:35:44 main:574] : INFO : Epoch 797 | loss: 0.0310967 | val_loss: 0.0311242 | Time: 1562.59 ms [2021-01-16 03:35:46 main:574] : INFO : Epoch 798 | loss: 0.0310966 | val_loss: 0.0311252 | Time: 1605.83 ms [2021-01-16 03:35:47 main:574] : INFO : Epoch 799 | loss: 0.031097 | val_loss: 0.0311297 | Time: 1529.14 ms [2021-01-16 03:35:49 main:574] : INFO : Epoch 800 | loss: 0.031097 | val_loss: 0.0311266 | Time: 1598.01 ms [2021-01-16 03:35:51 main:574] : INFO : Epoch 801 | loss: 0.0310966 | val_loss: 0.0311257 | Time: 1568.59 ms [2021-01-16 03:35:52 main:574] : INFO : Epoch 802 | loss: 0.0310958 | val_loss: 0.0311266 | Time: 1575.68 ms [2021-01-16 03:35:54 main:574] : INFO : Epoch 803 | loss: 0.0310977 | val_loss: 0.0311291 | Time: 1583.74 ms [2021-01-16 03:35:55 main:574] : INFO : Epoch 804 | loss: 0.0311012 | val_loss: 0.0311312 | Time: 1600.83 ms [2021-01-16 03:35:57 main:574] : INFO : Epoch 805 | loss: 0.0310966 | val_loss: 0.0311267 | Time: 1592.67 ms [2021-01-16 03:35:59 main:574] : INFO : Epoch 806 | loss: 0.0310972 | val_loss: 0.031125 | Time: 1581.86 ms [2021-01-16 03:36:00 main:574] : INFO : Epoch 807 | loss: 0.0310978 | val_loss: 0.0311255 | Time: 1583.21 ms [2021-01-16 03:36:02 main:574] : INFO : Epoch 808 | loss: 0.0310955 | val_loss: 0.0311281 | Time: 1538.14 ms [2021-01-16 03:36:03 main:574] : INFO : Epoch 809 | loss: 0.0310958 | val_loss: 0.0311241 | Time: 1519.75 ms [2021-01-16 03:36:05 main:574] : INFO : Epoch 810 | loss: 0.0310946 | val_loss: 0.0311304 | Time: 1587.84 ms [2021-01-16 03:36:06 main:574] : INFO : Epoch 811 | loss: 0.0310966 | val_loss: 0.0311311 | Time: 1588.87 ms [2021-01-16 03:36:08 main:574] : INFO : Epoch 812 | loss: 0.0310963 | val_loss: 0.0311287 | Time: 1566.36 ms [2021-01-16 03:36:10 main:574] : INFO : Epoch 813 | loss: 0.0310986 | val_loss: 0.0311321 | Time: 1586.18 ms [2021-01-16 03:36:11 main:574] : INFO : Epoch 814 | loss: 0.031097 | val_loss: 0.0311291 | Time: 1587.28 ms [2021-01-16 03:36:13 main:574] : INFO : Epoch 815 | loss: 0.0310966 | val_loss: 0.0311325 | Time: 1582.18 ms [2021-01-16 03:36:14 main:574] : INFO : Epoch 816 | loss: 0.0310998 | val_loss: 0.0311408 | Time: 1594.2 ms [2021-01-16 03:36:16 main:574] : INFO : Epoch 817 | loss: 0.0311022 | val_loss: 0.0311278 | Time: 1590.16 ms [2021-01-16 03:36:18 main:574] : INFO : Epoch 818 | loss: 0.0311109 | val_loss: 0.0311361 | Time: 1562.08 ms [2021-01-16 03:36:19 main:574] : INFO : Epoch 819 | loss: 0.0311155 | val_loss: 0.0311335 | Time: 1580.42 ms [2021-01-16 03:36:21 main:574] : INFO : Epoch 820 | loss: 0.0311163 | val_loss: 0.0311314 | Time: 1591.88 ms [2021-01-16 03:36:22 main:574] : INFO : Epoch 821 | loss: 0.0311155 | val_loss: 0.0311333 | Time: 1574.63 ms [2021-01-16 03:36:24 main:574] : INFO : Epoch 822 | loss: 0.0311162 | val_loss: 0.0311296 | Time: 1575.32 ms [2021-01-16 03:36:26 main:574] : INFO : Epoch 823 | loss: 0.0311159 | val_loss: 0.0311306 | Time: 1611.1 ms [2021-01-16 03:36:27 main:574] : INFO : Epoch 824 | loss: 0.031113 | val_loss: 0.0311375 | Time: 1585.98 ms [2021-01-16 03:36:29 main:574] : INFO : Epoch 825 | loss: 0.0311131 | val_loss: 0.0311342 | Time: 1569.19 ms [2021-01-16 03:36:30 main:574] : INFO : Epoch 826 | loss: 0.0311092 | val_loss: 0.0311317 | Time: 1574.23 ms [2021-01-16 03:36:32 main:574] : INFO : Epoch 827 | loss: 0.0311086 | val_loss: 0.0311312 | Time: 1601.78 ms [2021-01-16 03:36:33 main:574] : INFO : Epoch 828 | loss: 0.0311066 | val_loss: 0.0311314 | Time: 1577.8 ms [2021-01-16 03:36:35 main:574] : INFO : Epoch 829 | loss: 0.031109 | val_loss: 0.0311293 | Time: 1562.78 ms [2021-01-16 03:36:37 main:574] : INFO : Epoch 830 | loss: 0.0311105 | val_loss: 0.0311313 | Time: 1563.73 ms [2021-01-16 03:36:38 main:574] : INFO : Epoch 831 | loss: 0.0311075 | val_loss: 0.0311351 | Time: 1591.12 ms [2021-01-16 03:36:40 main:574] : INFO : Epoch 832 | loss: 0.0311068 | val_loss: 0.0311387 | Time: 1590.74 ms [2021-01-16 03:36:41 main:574] : INFO : Epoch 833 | loss: 0.0311065 | val_loss: 0.0311264 | Time: 1579.41 ms [2021-01-16 03:36:43 main:574] : INFO : Epoch 834 | loss: 0.0311065 | val_loss: 0.0311317 | Time: 1571.34 ms [2021-01-16 03:36:45 main:574] : INFO : Epoch 835 | loss: 0.03111 | val_loss: 0.0311295 | Time: 1598.91 ms [2021-01-16 03:36:46 main:574] : INFO : Epoch 836 | loss: 0.0311123 | val_loss: 0.0311379 | Time: 1598.49 ms [2021-01-16 03:36:48 main:574] : INFO : Epoch 837 | loss: 0.0311137 | val_loss: 0.031135 | Time: 1590.15 ms [2021-01-16 03:36:49 main:574] : INFO : Epoch 838 | loss: 0.0311088 | val_loss: 0.0311311 | Time: 1615.27 ms [2021-01-16 03:36:51 main:574] : INFO : Epoch 839 | loss: 0.0311131 | val_loss: 0.0311341 | Time: 1573.78 ms [2021-01-16 03:36:53 main:574] : INFO : Epoch 840 | loss: 0.0311079 | val_loss: 0.0311308 | Time: 1569.06 ms [2021-01-16 03:36:54 main:574] : INFO : Epoch 841 | loss: 0.031108 | val_loss: 0.0311291 | Time: 1569.57 ms [2021-01-16 03:36:56 main:574] : INFO : Epoch 842 | loss: 0.0311085 | val_loss: 0.0311303 | Time: 1578.97 ms [2021-01-16 03:36:57 main:574] : INFO : Epoch 843 | loss: 0.0311096 | val_loss: 0.0311304 | Time: 1597.02 ms [2021-01-16 03:36:59 main:574] : INFO : Epoch 844 | loss: 0.0311087 | val_loss: 0.0311282 | Time: 1599.01 ms [2021-01-16 03:37:01 main:574] : INFO : Epoch 845 | loss: 0.0311068 | val_loss: 0.0311318 | Time: 1571.41 ms [2021-01-16 03:37:02 main:574] : INFO : Epoch 846 | loss: 0.031108 | val_loss: 0.0311286 | Time: 1586.11 ms [2021-01-16 03:37:04 main:574] : INFO : Epoch 847 | loss: 0.0311088 | val_loss: 0.0311332 | Time: 1589.71 ms [2021-01-16 03:37:05 main:574] : INFO : Epoch 848 | loss: 0.0311135 | val_loss: 0.0311299 | Time: 1599.34 ms [2021-01-16 03:37:07 main:574] : INFO : Epoch 849 | loss: 0.031107 | val_loss: 0.0311316 | Time: 1576.27 ms [2021-01-16 03:37:09 main:574] : INFO : Epoch 850 | loss: 0.0311078 | val_loss: 0.0311378 | Time: 1529.55 ms [2021-01-16 03:37:10 main:574] : INFO : Epoch 851 | loss: 0.0311096 | val_loss: 0.03113 | Time: 1587.38 ms [2021-01-16 03:37:12 main:574] : INFO : Epoch 852 | loss: 0.031106 | val_loss: 0.0311317 | Time: 1574.08 ms [2021-01-16 03:37:13 main:574] : INFO : Epoch 853 | loss: 0.0311085 | val_loss: 0.0311296 | Time: 1595.25 ms [2021-01-16 03:37:15 main:574] : INFO : Epoch 854 | loss: 0.0311086 | val_loss: 0.0311267 | Time: 1553.08 ms [2021-01-16 03:37:16 main:574] : INFO : Epoch 855 | loss: 0.0311092 | val_loss: 0.0311319 | Time: 1570.77 ms [2021-01-16 03:37:18 main:574] : INFO : Epoch 856 | loss: 0.0311064 | val_loss: 0.031125 | Time: 1581.88 ms [2021-01-16 03:37:20 main:574] : INFO : Epoch 857 | loss: 0.0311053 | val_loss: 0.0311315 | Time: 1597.72 ms [2021-01-16 03:37:21 main:574] : INFO : Epoch 858 | loss: 0.03111 | val_loss: 0.031131 | Time: 1576.12 ms [2021-01-16 03:37:23 main:574] : INFO : Epoch 859 | loss: 0.0311093 | val_loss: 0.0311412 | Time: 1573.66 ms [2021-01-16 03:37:24 main:574] : INFO : Epoch 860 | loss: 0.0311156 | val_loss: 0.0311339 | Time: 1597.73 ms [2021-01-16 03:37:26 main:574] : INFO : Epoch 861 | loss: 0.031113 | val_loss: 0.0311295 | Time: 1584.87 ms [2021-01-16 03:37:28 main:574] : INFO : Epoch 862 | loss: 0.0311124 | val_loss: 0.0311293 | Time: 1600.58 ms [2021-01-16 03:37:29 main:574] : INFO : Epoch 863 | loss: 0.0311091 | val_loss: 0.0311314 | Time: 1589.25 ms [2021-01-16 03:37:31 main:574] : INFO : Epoch 864 | loss: 0.0311055 | val_loss: 0.0311287 | Time: 1545.07 ms [2021-01-16 03:37:32 main:574] : INFO : Epoch 865 | loss: 0.031106 | val_loss: 0.0311291 | Time: 1591.67 ms [2021-01-16 03:37:34 main:574] : INFO : Epoch 866 | loss: 0.0311056 | val_loss: 0.0311299 | Time: 1607 ms [2021-01-16 03:37:36 main:574] : INFO : Epoch 867 | loss: 0.0311039 | val_loss: 0.0311368 | Time: 1584.59 ms [2021-01-16 03:37:37 main:574] : INFO : Epoch 868 | loss: 0.0311098 | val_loss: 0.0311306 | Time: 1564.06 ms [2021-01-16 03:37:39 main:574] : INFO : Epoch 869 | loss: 0.0311043 | val_loss: 0.0311352 | Time: 1597.25 ms [2021-01-16 03:37:40 main:574] : INFO : Epoch 870 | loss: 0.0311055 | val_loss: 0.0311343 | Time: 1596.71 ms [2021-01-16 03:37:42 main:574] : INFO : Epoch 871 | loss: 0.0311053 | val_loss: 0.0311283 | Time: 1577.62 ms [2021-01-16 03:37:44 main:574] : INFO : Epoch 872 | loss: 0.0311031 | val_loss: 0.0311274 | Time: 1587.71 ms [2021-01-16 03:37:45 main:574] : INFO : Epoch 873 | loss: 0.0311042 | val_loss: 0.0311321 | Time: 1559 ms [2021-01-16 03:37:47 main:574] : INFO : Epoch 874 | loss: 0.0311068 | val_loss: 0.0311311 | Time: 1545.1 ms [2021-01-16 03:37:48 main:574] : INFO : Epoch 875 | loss: 0.0311041 | val_loss: 0.0311306 | Time: 1611.4 ms [2021-01-16 03:37:50 main:574] : INFO : Epoch 876 | loss: 0.031103 | val_loss: 0.0311292 | Time: 1602.51 ms [2021-01-16 03:37:52 main:574] : INFO : Epoch 877 | loss: 0.0311031 | val_loss: 0.031126 | Time: 1584.07 ms [2021-01-16 03:37:53 main:574] : INFO : Epoch 878 | loss: 0.0311066 | val_loss: 0.0311256 | Time: 1570.18 ms [2021-01-16 03:37:55 main:574] : INFO : Epoch 879 | loss: 0.0311036 | val_loss: 0.0311285 | Time: 1576.63 ms [2021-01-16 03:37:56 main:574] : INFO : Epoch 880 | loss: 0.0311019 | val_loss: 0.0311275 | Time: 1595.33 ms [2021-01-16 03:37:58 main:574] : INFO : Epoch 881 | loss: 0.0311047 | val_loss: 0.0311265 | Time: 1604.95 ms [2021-01-16 03:38:00 main:574] : INFO : Epoch 882 | loss: 0.0311058 | val_loss: 0.0311248 | Time: 1596.41 ms [2021-01-16 03:38:01 main:574] : INFO : Epoch 883 | loss: 0.0311022 | val_loss: 0.0311234 | Time: 1570.06 ms [2021-01-16 03:38:03 main:574] : INFO : Epoch 884 | loss: 0.031101 | val_loss: 0.0311278 | Time: 1563.04 ms [2021-01-16 03:38:04 main:574] : INFO : Epoch 885 | loss: 0.0311005 | val_loss: 0.0311252 | Time: 1564.69 ms [2021-01-16 03:38:06 main:574] : INFO : Epoch 886 | loss: 0.0311016 | val_loss: 0.0311375 | Time: 1583.68 ms [2021-01-16 03:38:07 main:574] : INFO : Epoch 887 | loss: 0.0311042 | val_loss: 0.0311359 | Time: 1617.26 ms [2021-01-16 03:38:09 main:574] : INFO : Epoch 888 | loss: 0.0311015 | val_loss: 0.0311314 | Time: 1593.2 ms [2021-01-16 03:38:11 main:574] : INFO : Epoch 889 | loss: 0.0311017 | val_loss: 0.0311284 | Time: 1570.94 ms [2021-01-16 03:38:12 main:574] : INFO : Epoch 890 | loss: 0.0311021 | val_loss: 0.0311357 | Time: 1559.57 ms [2021-01-16 03:38:14 main:574] : INFO : Epoch 891 | loss: 0.0311033 | val_loss: 0.0311281 | Time: 1579.77 ms [2021-01-16 03:38:15 main:574] : INFO : Epoch 892 | loss: 0.0311005 | val_loss: 0.0311265 | Time: 1587.25 ms [2021-01-16 03:38:17 main:574] : INFO : Epoch 893 | loss: 0.0311001 | val_loss: 0.0311259 | Time: 1570.47 ms [2021-01-16 03:38:19 main:574] : INFO : Epoch 894 | loss: 0.0310975 | val_loss: 0.0311258 | Time: 1585.83 ms [2021-01-16 03:38:20 main:574] : INFO : Epoch 895 | loss: 0.0310975 | val_loss: 0.0311318 | Time: 1597.83 ms [2021-01-16 03:38:22 main:574] : INFO : Epoch 896 | loss: 0.0310986 | val_loss: 0.031129 | Time: 1584.62 ms [2021-01-16 03:38:23 main:574] : INFO : Epoch 897 | loss: 0.0310982 | val_loss: 0.0311244 | Time: 1575.67 ms [2021-01-16 03:38:25 main:574] : INFO : Epoch 898 | loss: 0.0310996 | val_loss: 0.0311308 | Time: 1564.88 ms [2021-01-16 03:38:27 main:574] : INFO : Epoch 899 | loss: 0.0311051 | val_loss: 0.0311313 | Time: 1580.4 ms [2021-01-16 03:38:28 main:574] : INFO : Epoch 900 | loss: 0.0311089 | val_loss: 0.031131 | Time: 1553.45 ms [2021-01-16 03:38:30 main:574] : INFO : Epoch 901 | loss: 0.0311109 | val_loss: 0.0311293 | Time: 1580.29 ms [2021-01-16 03:38:31 main:574] : INFO : Epoch 902 | loss: 0.0311072 | val_loss: 0.0311255 | Time: 1581.64 ms [2021-01-16 03:38:33 main:574] : INFO : Epoch 903 | loss: 0.0311068 | val_loss: 0.0311247 | Time: 1587.35 ms [2021-01-16 03:38:35 main:574] : INFO : Epoch 904 | loss: 0.0311059 | val_loss: 0.0311249 | Time: 1595.43 ms [2021-01-16 03:38:36 main:574] : INFO : Epoch 905 | loss: 0.0311094 | val_loss: 0.0311276 | Time: 1576.77 ms [2021-01-16 03:38:38 main:574] : INFO : Epoch 906 | loss: 0.0311197 | val_loss: 0.0311285 | Time: 1567.78 ms [2021-01-16 03:38:39 main:574] : INFO : Epoch 907 | loss: 0.0311205 | val_loss: 0.0311263 | Time: 1583.13 ms [2021-01-16 03:38:41 main:574] : INFO : Epoch 908 | loss: 0.0311118 | val_loss: 0.031129 | Time: 1583.64 ms [2021-01-16 03:38:42 main:574] : INFO : Epoch 909 | loss: 0.0311125 | val_loss: 0.0311375 | Time: 1577.57 ms [2021-01-16 03:38:44 main:574] : INFO : Epoch 910 | loss: 0.0311092 | val_loss: 0.0311335 | Time: 1565.82 ms [2021-01-16 03:38:46 main:574] : INFO : Epoch 911 | loss: 0.0311116 | val_loss: 0.0311388 | Time: 1596.07 ms [2021-01-16 03:38:47 main:574] : INFO : Epoch 912 | loss: 0.0311063 | val_loss: 0.0311285 | Time: 1601.49 ms [2021-01-16 03:38:49 main:574] : INFO : Epoch 913 | loss: 0.0311053 | val_loss: 0.0311323 | Time: 1602.65 ms [2021-01-16 03:38:50 main:574] : INFO : Epoch 914 | loss: 0.0311047 | val_loss: 0.0311297 | Time: 1562.98 ms [2021-01-16 03:38:52 main:574] : INFO : Epoch 915 | loss: 0.0311071 | val_loss: 0.0311353 | Time: 1579.44 ms [2021-01-16 03:38:54 main:574] : INFO : Epoch 916 | loss: 0.031107 | val_loss: 0.0311291 | Time: 1600.7 ms [2021-01-16 03:38:55 main:574] : INFO : Epoch 917 | loss: 0.0311056 | val_loss: 0.0311299 | Time: 1580.48 ms [2021-01-16 03:38:57 main:574] : INFO : Epoch 918 | loss: 0.0311058 | val_loss: 0.031134 | Time: 1600.72 ms [2021-01-16 03:38:58 main:574] : INFO : Epoch 919 | loss: 0.0311046 | val_loss: 0.0311348 | Time: 1557.27 ms [2021-01-16 03:39:00 main:574] : INFO : Epoch 920 | loss: 0.0311044 | val_loss: 0.0311295 | Time: 1583.67 ms [2021-01-16 03:39:02 main:574] : INFO : Epoch 921 | loss: 0.0311029 | val_loss: 0.0311332 | Time: 1601.43 ms [2021-01-16 03:39:03 main:574] : INFO : Epoch 922 | loss: 0.0311043 | val_loss: 0.0311314 | Time: 1562.8 ms [2021-01-16 03:39:05 main:574] : INFO : Epoch 923 | loss: 0.0311081 | val_loss: 0.0311323 | Time: 1583.57 ms [2021-01-16 03:39:06 main:574] : INFO : Epoch 924 | loss: 0.0311046 | val_loss: 0.0311296 | Time: 1556.36 ms [2021-01-16 03:39:08 main:574] : INFO : Epoch 925 | loss: 0.0311022 | val_loss: 0.0311331 | Time: 1557.62 ms [2021-01-16 03:39:10 main:574] : INFO : Epoch 926 | loss: 0.0311009 | val_loss: 0.031129 | Time: 1594.51 ms [2021-01-16 03:39:11 main:574] : INFO : Epoch 927 | loss: 0.0311027 | val_loss: 0.0311353 | Time: 1579.82 ms [2021-01-16 03:39:13 main:574] : INFO : Epoch 928 | loss: 0.0311039 | val_loss: 0.0311304 | Time: 1584.17 ms [2021-01-16 03:39:14 main:574] : INFO : Epoch 929 | loss: 0.0311035 | val_loss: 0.0311347 | Time: 1598.41 ms [2021-01-16 03:39:16 main:574] : INFO : Epoch 930 | loss: 0.0311034 | val_loss: 0.0311297 | Time: 1597.16 ms [2021-01-16 03:39:18 main:574] : INFO : Epoch 931 | loss: 0.0311076 | val_loss: 0.0311307 | Time: 1591.59 ms [2021-01-16 03:39:19 main:574] : INFO : Epoch 932 | loss: 0.0310999 | val_loss: 0.0311317 | Time: 1573.17 ms [2021-01-16 03:39:21 main:574] : INFO : Epoch 933 | loss: 0.0310997 | val_loss: 0.0311315 | Time: 1565.93 ms [2021-01-16 03:39:22 main:574] : INFO : Epoch 934 | loss: 0.0311001 | val_loss: 0.031134 | Time: 1568.99 ms [2021-01-16 03:39:24 main:574] : INFO : Epoch 935 | loss: 0.0311009 | val_loss: 0.0311308 | Time: 1622.85 ms [2021-01-16 03:39:25 main:574] : INFO : Epoch 936 | loss: 0.0311023 | val_loss: 0.0311336 | Time: 1561.07 ms [2021-01-16 03:39:27 main:574] : INFO : Epoch 937 | loss: 0.0311011 | val_loss: 0.0311292 | Time: 1568.64 ms [2021-01-16 03:39:29 main:574] : INFO : Epoch 938 | loss: 0.031103 | val_loss: 0.031135 | Time: 1579.08 ms [2021-01-16 03:39:30 main:574] : INFO : Epoch 939 | loss: 0.0311122 | val_loss: 0.0311365 | Time: 1578.21 ms [2021-01-16 03:39:32 main:574] : INFO : Epoch 940 | loss: 0.0311144 | val_loss: 0.0311392 | Time: 1577.95 ms [2021-01-16 03:39:33 main:574] : INFO : Epoch 941 | loss: 0.0311146 | val_loss: 0.0311426 | Time: 1569.42 ms [2021-01-16 03:39:35 main:574] : INFO : Epoch 942 | loss: 0.0311166 | val_loss: 0.0311346 | Time: 1565.13 ms [2021-01-16 03:39:37 main:574] : INFO : Epoch 943 | loss: 0.0311135 | val_loss: 0.031138 | Time: 1599.06 ms [2021-01-16 03:39:38 main:574] : INFO : Epoch 944 | loss: 0.031112 | val_loss: 0.0311368 | Time: 1609.72 ms [2021-01-16 03:39:40 main:574] : INFO : Epoch 945 | loss: 0.0311165 | val_loss: 0.0311325 | Time: 1583.7 ms [2021-01-16 03:39:41 main:574] : INFO : Epoch 946 | loss: 0.0311163 | val_loss: 0.0311363 | Time: 1562.95 ms [2021-01-16 03:39:43 main:574] : INFO : Epoch 947 | loss: 0.0311146 | val_loss: 0.0311348 | Time: 1557.26 ms [2021-01-16 03:39:45 main:574] : INFO : Epoch 948 | loss: 0.0311137 | val_loss: 0.0311327 | Time: 1574.13 ms [2021-01-16 03:39:46 main:574] : INFO : Epoch 949 | loss: 0.0311166 | val_loss: 0.0311433 | Time: 1573.41 ms [2021-01-16 03:39:48 main:574] : INFO : Epoch 950 | loss: 0.0311133 | val_loss: 0.0311395 | Time: 1577.28 ms [2021-01-16 03:39:49 main:574] : INFO : Epoch 951 | loss: 0.0311138 | val_loss: 0.0311385 | Time: 1601.28 ms [2021-01-16 03:39:51 main:574] : INFO : Epoch 952 | loss: 0.0311108 | val_loss: 0.0311441 | Time: 1579.95 ms [2021-01-16 03:39:53 main:574] : INFO : Epoch 953 | loss: 0.0311123 | val_loss: 0.0311347 | Time: 1586.09 ms [2021-01-16 03:39:54 main:574] : INFO : Epoch 954 | loss: 0.0311086 | val_loss: 0.0311338 | Time: 1597.96 ms [2021-01-16 03:39:56 main:574] : INFO : Epoch 955 | loss: 0.0311092 | val_loss: 0.0311351 | Time: 1582.81 ms [2021-01-16 03:39:57 main:574] : INFO : Epoch 956 | loss: 0.0311085 | val_loss: 0.0311368 | Time: 1579.76 ms [2021-01-16 03:39:59 main:574] : INFO : Epoch 957 | loss: 0.0311103 | val_loss: 0.0311354 | Time: 1572.63 ms [2021-01-16 03:40:01 main:574] : INFO : Epoch 958 | loss: 0.0311128 | val_loss: 0.0311367 | Time: 1599.76 ms [2021-01-16 03:40:02 main:574] : INFO : Epoch 959 | loss: 0.0311093 | val_loss: 0.0311331 | Time: 1552.54 ms [2021-01-16 03:40:04 main:574] : INFO : Epoch 960 | loss: 0.0311134 | val_loss: 0.0311451 | Time: 1587.76 ms [2021-01-16 03:40:05 main:574] : INFO : Epoch 961 | loss: 0.0311072 | val_loss: 0.0311332 | Time: 1606.37 ms [2021-01-16 03:40:07 main:574] : INFO : Epoch 962 | loss: 0.03111 | val_loss: 0.031131 | Time: 1594.13 ms [2021-01-16 03:40:09 main:574] : INFO : Epoch 963 | loss: 0.0311131 | val_loss: 0.0311375 | Time: 1589.36 ms [2021-01-16 03:40:10 main:574] : INFO : Epoch 964 | loss: 0.0311136 | val_loss: 0.0311426 | Time: 1590.51 ms [2021-01-16 03:40:12 main:574] : INFO : Epoch 965 | loss: 0.0311086 | val_loss: 0.0311374 | Time: 1620.2 ms [2021-01-16 03:40:13 main:574] : INFO : Epoch 966 | loss: 0.0311092 | val_loss: 0.0311372 | Time: 1672.65 ms [2021-01-16 03:40:15 main:574] : INFO : Epoch 967 | loss: 0.0311076 | val_loss: 0.0311325 | Time: 1993.41 ms [2021-01-16 03:40:17 main:574] : INFO : Epoch 968 | loss: 0.0311039 | val_loss: 0.0311346 | Time: 1850.93 ms [2021-01-16 03:40:19 main:574] : INFO : Epoch 969 | loss: 0.0311051 | val_loss: 0.0311345 | Time: 1565.27 ms [2021-01-16 03:40:20 main:574] : INFO : Epoch 970 | loss: 0.0311069 | val_loss: 0.0311391 | Time: 1536.16 ms [2021-01-16 03:40:22 main:574] : INFO : Epoch 971 | loss: 0.0311059 | val_loss: 0.0311383 | Time: 1613.24 ms [2021-01-16 03:40:24 main:574] : INFO : Epoch 972 | loss: 0.0311085 | val_loss: 0.0311392 | Time: 1567.82 ms [2021-01-16 03:40:25 main:574] : INFO : Epoch 973 | loss: 0.0311056 | val_loss: 0.0311354 | Time: 1604.16 ms [2021-01-16 03:40:27 main:574] : INFO : Epoch 974 | loss: 0.0311054 | val_loss: 0.0311334 | Time: 1575.05 ms [2021-01-16 03:40:28 main:574] : INFO : Epoch 975 | loss: 0.0311105 | val_loss: 0.0311303 | Time: 1573.03 ms [2021-01-16 03:40:30 main:574] : INFO : Epoch 976 | loss: 0.0311079 | val_loss: 0.0311337 | Time: 1594.53 ms [2021-01-16 03:40:32 main:574] : INFO : Epoch 977 | loss: 0.0311107 | val_loss: 0.0311339 | Time: 1601.33 ms [2021-01-16 03:40:33 main:574] : INFO : Epoch 978 | loss: 0.0311128 | val_loss: 0.0311336 | Time: 1595.25 ms [2021-01-16 03:40:35 main:574] : INFO : Epoch 979 | loss: 0.0311112 | val_loss: 0.0311397 | Time: 1612.28 ms [2021-01-16 03:40:36 main:574] : INFO : Epoch 980 | loss: 0.0311103 | val_loss: 0.0311313 | Time: 1574.96 ms [2021-01-16 03:40:38 main:574] : INFO : Epoch 981 | loss: 0.0311078 | val_loss: 0.0311335 | Time: 1593.24 ms [2021-01-16 03:40:40 main:574] : INFO : Epoch 982 | loss: 0.0311069 | val_loss: 0.0311322 | Time: 1571.67 ms [2021-01-16 03:40:41 main:574] : INFO : Epoch 983 | loss: 0.0311063 | val_loss: 0.0311324 | Time: 1575.75 ms [2021-01-16 03:40:43 main:574] : INFO : Epoch 984 | loss: 0.0311087 | val_loss: 0.0311373 | Time: 1598.61 ms [2021-01-16 03:40:44 main:574] : INFO : Epoch 985 | loss: 0.0311066 | val_loss: 0.0311266 | Time: 1586.77 ms [2021-01-16 03:40:46 main:574] : INFO : Epoch 986 | loss: 0.0311051 | val_loss: 0.0311291 | Time: 1578.84 ms [2021-01-16 03:40:48 main:574] : INFO : Epoch 987 | loss: 0.0311036 | val_loss: 0.0311356 | Time: 1556.51 ms [2021-01-16 03:40:49 main:574] : INFO : Epoch 988 | loss: 0.0311044 | val_loss: 0.0311328 | Time: 1595.84 ms [2021-01-16 03:40:51 main:574] : INFO : Epoch 989 | loss: 0.0311058 | val_loss: 0.0311279 | Time: 1584.34 ms [2021-01-16 03:40:52 main:574] : INFO : Epoch 990 | loss: 0.0311029 | val_loss: 0.0311296 | Time: 1594.78 ms [2021-01-16 03:40:54 main:574] : INFO : Epoch 991 | loss: 0.0311042 | val_loss: 0.0311407 | Time: 1576.88 ms [2021-01-16 03:40:56 main:574] : INFO : Epoch 992 | loss: 0.0311071 | val_loss: 0.0311323 | Time: 1601.32 ms [2021-01-16 03:40:57 main:574] : INFO : Epoch 993 | loss: 0.0311049 | val_loss: 0.0311286 | Time: 1608.22 ms [2021-01-16 03:40:59 main:574] : INFO : Epoch 994 | loss: 0.0311049 | val_loss: 0.0311287 | Time: 1601.36 ms [2021-01-16 03:41:00 main:574] : INFO : Epoch 995 | loss: 0.0311058 | val_loss: 0.0311321 | Time: 1590.52 ms [2021-01-16 03:41:02 main:574] : INFO : Epoch 996 | loss: 0.031105 | val_loss: 0.031133 | Time: 1577.66 ms [2021-01-16 03:41:04 main:574] : INFO : Epoch 997 | loss: 0.0311047 | val_loss: 0.0311322 | Time: 1582.68 ms [2021-01-16 03:41:05 main:574] : INFO : Epoch 998 | loss: 0.0311061 | val_loss: 0.0311375 | Time: 1572.96 ms [2021-01-16 03:41:07 main:574] : INFO : Epoch 999 | loss: 0.0311057 | val_loss: 0.0311409 | Time: 1591.35 ms [2021-01-16 03:41:08 main:574] : INFO : Epoch 1000 | loss: 0.0311051 | val_loss: 0.0311375 | Time: 1558.54 ms [2021-01-16 03:41:10 main:574] : INFO : Epoch 1001 | loss: 0.0311042 | val_loss: 0.0311349 | Time: 1585.52 ms [2021-01-16 03:41:12 main:574] : INFO : Epoch 1002 | loss: 0.0311035 | val_loss: 0.0311408 | Time: 1592.88 ms [2021-01-16 03:41:13 main:574] : INFO : Epoch 1003 | loss: 0.0311081 | val_loss: 0.0311377 | Time: 1563.4 ms [2021-01-16 03:41:15 main:574] : INFO : Epoch 1004 | loss: 0.0311051 | val_loss: 0.0311309 | Time: 1578.58 ms [2021-01-16 03:41:16 main:574] : INFO : Epoch 1005 | loss: 0.0311036 | val_loss: 0.0311268 | Time: 1572.37 ms [2021-01-16 03:41:18 main:574] : INFO : Epoch 1006 | loss: 0.0311028 | val_loss: 0.0311381 | Time: 1554.24 ms [2021-01-16 03:41:19 main:574] : INFO : Epoch 1007 | loss: 0.0311021 | val_loss: 0.0311354 | Time: 1609.25 ms [2021-01-16 03:41:21 main:574] : INFO : Epoch 1008 | loss: 0.0311013 | val_loss: 0.0311367 | Time: 1580.84 ms [2021-01-16 03:41:23 main:574] : INFO : Epoch 1009 | loss: 0.0311019 | val_loss: 0.031134 | Time: 1601.71 ms [2021-01-16 03:41:24 main:574] : INFO : Epoch 1010 | loss: 0.0311015 | val_loss: 0.0311393 | Time: 1604.41 ms [2021-01-16 03:41:26 main:574] : INFO : Epoch 1011 | loss: 0.0311003 | val_loss: 0.0311341 | Time: 1583.83 ms [2021-01-16 03:41:27 main:574] : INFO : Epoch 1012 | loss: 0.0311015 | val_loss: 0.0311331 | Time: 1592.82 ms [2021-01-16 03:41:29 main:574] : INFO : Epoch 1013 | loss: 0.0311027 | val_loss: 0.0311294 | Time: 1548.42 ms [2021-01-16 03:41:31 main:574] : INFO : Epoch 1014 | loss: 0.0311007 | val_loss: 0.0311415 | Time: 1583.99 ms [2021-01-16 03:41:32 main:574] : INFO : Epoch 1015 | loss: 0.0311063 | val_loss: 0.031132 | Time: 1568.63 ms [2021-01-16 03:41:34 main:574] : INFO : Epoch 1016 | loss: 0.0311021 | val_loss: 0.0311338 | Time: 1575.91 ms [2021-01-16 03:41:35 main:574] : INFO : Epoch 1017 | loss: 0.0311039 | val_loss: 0.0311275 | Time: 1585.97 ms [2021-01-16 03:41:37 main:574] : INFO : Epoch 1018 | loss: 0.0311039 | val_loss: 0.0311319 | Time: 1592.18 ms [2021-01-16 03:41:39 main:574] : INFO : Epoch 1019 | loss: 0.0311035 | val_loss: 0.0311301 | Time: 1573.23 ms [2021-01-16 03:41:40 main:574] : INFO : Epoch 1020 | loss: 0.0311031 | val_loss: 0.0311325 | Time: 1594.26 ms [2021-01-16 03:41:42 main:574] : INFO : Epoch 1021 | loss: 0.0311028 | val_loss: 0.0311267 | Time: 1593.48 ms [2021-01-16 03:41:43 main:574] : INFO : Epoch 1022 | loss: 0.0311059 | val_loss: 0.0311257 | Time: 1566.79 ms [2021-01-16 03:41:45 main:574] : INFO : Epoch 1023 | loss: 0.0311036 | val_loss: 0.0311314 | Time: 1567.7 ms [2021-01-16 03:41:46 main:574] : INFO : Epoch 1024 | loss: 0.0311044 | val_loss: 0.0311318 | Time: 1550.63 ms [2021-01-16 03:41:47 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311318 [2021-01-16 03:41:47 main:603] : INFO : Saving end state to config to file [2021-01-16 03:41:47 main:608] : INFO : Success, exiting.. 03:41:47 (7248): 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)