Task 3322131
| Name | ParityModified-1606530395-29814-7_0 |
| Workunit | 1587675 |
| Created | 17 Dec 2020, 19:50:22 UTC |
| Sent | 21 Dec 2020, 6:17:25 UTC |
| Report deadline | 28 Dec 2020, 6:17:25 UTC |
| Received | 21 Dec 2020, 17:33:43 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5259 |
| Run time | 24 min 41 sec |
| CPU time | 24 min 38 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 6,566.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.83 GB |
| Peak swap size | 13.42 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.14</core_client_version> <![CDATA[ <stderr_txt> main:581] : INFO : Epoch 510 | loss: 0.0311995 | val_loss: 0.0311984 | Time: 1437.03 ms [2020-12-21 12:21:11 main:581] : INFO : Epoch 511 | loss: 0.0311997 | val_loss: 0.0312014 | Time: 1446.74 ms [2020-12-21 12:21:12 main:581] : INFO : Epoch 512 | loss: 0.031198 | val_loss: 0.0311983 | Time: 1464.27 ms [2020-12-21 12:21:14 main:581] : INFO : Epoch 513 | loss: 0.0311978 | val_loss: 0.0311988 | Time: 1472.85 ms [2020-12-21 12:21:15 main:581] : INFO : Epoch 514 | loss: 0.0311972 | val_loss: 0.0311987 | Time: 1468.19 ms [2020-12-21 12:21:17 main:581] : INFO : Epoch 515 | loss: 0.0311976 | val_loss: 0.0312017 | Time: 1447.53 ms [2020-12-21 12:21:18 main:581] : INFO : Epoch 516 | loss: 0.0311999 | val_loss: 0.031199 | Time: 1467.5 ms [2020-12-21 12:21:20 main:581] : INFO : Epoch 517 | loss: 0.0312005 | val_loss: 0.0312006 | Time: 1478.68 ms [2020-12-21 12:21:21 main:581] : INFO : Epoch 518 | loss: 0.0311988 | val_loss: 0.0311986 | Time: 1477.65 ms [2020-12-21 12:21:22 main:581] : INFO : Epoch 519 | loss: 0.0311975 | val_loss: 0.0311986 | Time: 1493.71 ms [2020-12-21 12:21:24 main:581] : INFO : Epoch 520 | loss: 0.0311996 | val_loss: 0.031198 | Time: 1485.13 ms [2020-12-21 12:21:25 main:581] : INFO : Epoch 521 | loss: 0.0311973 | val_loss: 0.0311984 | Time: 1471.19 ms [2020-12-21 12:21:27 main:581] : INFO : Epoch 522 | loss: 0.0312002 | val_loss: 0.0312036 | Time: 1482.21 ms [2020-12-21 12:21:28 main:581] : INFO : Epoch 523 | loss: 0.0311999 | val_loss: 0.0312002 | Time: 1461.49 ms [2020-12-21 12:21:30 main:581] : INFO : Epoch 524 | loss: 0.0311981 | val_loss: 0.0311992 | Time: 1462.45 ms [2020-12-21 12:21:31 main:581] : INFO : Epoch 525 | loss: 0.031198 | val_loss: 0.0311992 | Time: 1457.41 ms [2020-12-21 12:21:33 main:581] : INFO : Epoch 526 | loss: 0.0311984 | val_loss: 0.0312004 | Time: 1444.07 ms [2020-12-21 12:21:34 main:581] : INFO : Epoch 527 | loss: 0.0311986 | val_loss: 0.0312014 | Time: 1457.94 ms [2020-12-21 12:21:36 main:581] : INFO : Epoch 528 | loss: 0.031201 | val_loss: 0.0311995 | Time: 1461.71 ms [2020-12-21 12:21:37 main:581] : INFO : Epoch 529 | loss: 0.0311992 | val_loss: 0.0311997 | Time: 1435.02 ms [2020-12-21 12:21:39 main:581] : INFO : Epoch 530 | loss: 0.0311996 | val_loss: 0.0312002 | Time: 1457.61 ms [2020-12-21 12:21:40 main:581] : INFO : Epoch 531 | loss: 0.0311988 | val_loss: 0.0312015 | Time: 1459.35 ms [2020-12-21 12:21:41 main:581] : INFO : Epoch 532 | loss: 0.0311978 | val_loss: 0.0311996 | Time: 1455.21 ms [2020-12-21 12:21:43 main:581] : INFO : Epoch 533 | loss: 0.0311973 | val_loss: 0.0311995 | Time: 1463.42 ms [2020-12-21 12:21:44 main:581] : INFO : Epoch 534 | loss: 0.0311984 | val_loss: 0.0312031 | Time: 1453.46 ms [2020-12-21 12:21:46 main:581] : INFO : Epoch 535 | loss: 0.0312001 | val_loss: 0.0312037 | Time: 1460.07 ms [2020-12-21 12:21:47 main:581] : INFO : Epoch 536 | loss: 0.0312006 | val_loss: 0.0311991 | Time: 1493.31 ms [2020-12-21 12:21:49 main:581] : INFO : Epoch 537 | loss: 0.0311971 | val_loss: 0.0311988 | Time: 1493.26 ms [2020-12-21 12:21:50 main:581] : INFO : Epoch 538 | loss: 0.0311974 | val_loss: 0.0311999 | Time: 1479.63 ms [2020-12-21 12:21:52 main:581] : INFO : Epoch 539 | loss: 0.0311975 | val_loss: 0.0311997 | Time: 1464.14 ms [2020-12-21 12:21:53 main:581] : INFO : Epoch 540 | loss: 0.0311967 | val_loss: 0.0311991 | Time: 1466.3 ms [2020-12-21 12:21:55 main:581] : INFO : Epoch 541 | loss: 0.0311964 | val_loss: 0.0311994 | Time: 1454.6 ms [2020-12-21 12:21:56 main:581] : INFO : Epoch 542 | loss: 0.0311959 | val_loss: 0.0311981 | Time: 1484.68 ms [2020-12-21 12:21:58 main:581] : INFO : Epoch 543 | loss: 0.031197 | val_loss: 0.0312075 | Time: 1454.65 ms [2020-12-21 12:21:59 main:581] : INFO : Epoch 544 | loss: 0.031199 | val_loss: 0.0311988 | Time: 1449.25 ms [2020-12-21 12:22:01 main:581] : INFO : Epoch 545 | loss: 0.0311979 | val_loss: 0.0311989 | Time: 1447.13 ms [2020-12-21 12:22:02 main:581] : INFO : Epoch 546 | loss: 0.0311966 | val_loss: 0.0311983 | Time: 1467.36 ms [2020-12-21 12:22:03 main:581] : INFO : Epoch 547 | loss: 0.0311954 | val_loss: 0.0311984 | Time: 1482.45 ms [2020-12-21 12:22:05 main:581] : INFO : Epoch 548 | loss: 0.0311997 | val_loss: 0.0311986 | Time: 1454.46 ms [2020-12-21 12:22:06 main:581] : INFO : Epoch 549 | loss: 0.031199 | val_loss: 0.0311994 | Time: 1452.57 ms [2020-12-21 12:22:08 main:581] : INFO : Epoch 550 | loss: 0.0311975 | val_loss: 0.031198 | Time: 1466.33 ms [2020-12-21 12:22:09 main:581] : INFO : Epoch 551 | loss: 0.031201 | val_loss: 0.0312049 | Time: 1472.29 ms [2020-12-21 12:22:11 main:581] : INFO : Epoch 552 | loss: 0.031197 | val_loss: 0.0312015 | Time: 1443.51 ms [2020-12-21 12:22:12 main:581] : INFO : Epoch 553 | loss: 0.0311958 | val_loss: 0.0312 | Time: 1454.87 ms [2020-12-21 12:22:14 main:581] : INFO : Epoch 554 | loss: 0.0311969 | val_loss: 0.0311982 | Time: 1458.97 ms [2020-12-21 12:22:15 main:581] : INFO : Epoch 555 | loss: 0.0311953 | val_loss: 0.0311982 | Time: 1457.9 ms [2020-12-21 12:22:17 main:581] : INFO : Epoch 556 | loss: 0.0311951 | val_loss: 0.0311993 | Time: 1444.65 ms [2020-12-21 12:22:18 main:581] : INFO : Epoch 557 | loss: 0.0311959 | val_loss: 0.0311993 | Time: 1420.67 ms [2020-12-21 12:22:19 main:581] : INFO : Epoch 558 | loss: 0.0311956 | val_loss: 0.0311993 | Time: 1413.28 ms [2020-12-21 12:22:21 main:581] : INFO : Epoch 559 | loss: 0.0311966 | val_loss: 0.0312008 | Time: 1423.06 ms [2020-12-21 12:22:22 main:581] : INFO : Epoch 560 | loss: 0.0311964 | val_loss: 0.0311999 | Time: 1418.07 ms [2020-12-21 12:22:24 main:581] : INFO : Epoch 561 | loss: 0.0311962 | val_loss: 0.0311989 | Time: 1406.55 ms [2020-12-21 12:22:25 main:581] : INFO : Epoch 562 | loss: 0.0311954 | val_loss: 0.0311988 | Time: 1403.32 ms [2020-12-21 12:22:26 main:581] : INFO : Epoch 563 | loss: 0.0311972 | val_loss: 0.031199 | Time: 1406.79 ms [2020-12-21 12:22:28 main:581] : INFO : Epoch 564 | loss: 0.0311976 | val_loss: 0.0311998 | Time: 1448.46 ms [2020-12-21 12:22:29 main:581] : INFO : Epoch 565 | loss: 0.0311992 | val_loss: 0.0312001 | Time: 1443.19 ms [2020-12-21 12:22:31 main:581] : INFO : Epoch 566 | loss: 0.0311978 | val_loss: 0.0311999 | Time: 1471.1 ms [2020-12-21 12:22:32 main:581] : INFO : Epoch 567 | loss: 0.0311971 | val_loss: 0.0311995 | Time: 1474.06 ms [2020-12-21 12:22:34 main:581] : INFO : Epoch 568 | loss: 0.0311977 | val_loss: 0.0311999 | Time: 1446.84 ms [2020-12-21 12:22:35 main:581] : INFO : Epoch 569 | loss: 0.0311979 | val_loss: 0.0312014 | Time: 1455.56 ms [2020-12-21 12:22:37 main:581] : INFO : Epoch 570 | loss: 0.0311986 | val_loss: 0.0312071 | Time: 1466.62 ms [2020-12-21 12:22:38 main:581] : INFO : Epoch 571 | loss: 0.0311996 | val_loss: 0.0312 | Time: 1460.91 ms [2020-12-21 12:22:40 main:581] : INFO : Epoch 572 | loss: 0.0311992 | val_loss: 0.0312046 | Time: 1478 ms [2020-12-21 12:22:41 main:581] : INFO : Epoch 573 | loss: 0.0312007 | val_loss: 0.0312006 | Time: 1453.24 ms [2020-12-21 12:22:42 main:581] : INFO : Epoch 574 | loss: 0.0311991 | val_loss: 0.0312006 | Time: 1410.41 ms [2020-12-21 12:22:44 main:581] : INFO : Epoch 575 | loss: 0.0311965 | val_loss: 0.0311986 | Time: 1442.39 ms [2020-12-21 12:22:45 main:581] : INFO : Epoch 576 | loss: 0.0311959 | val_loss: 0.0311988 | Time: 1416.95 ms [2020-12-21 12:22:47 main:581] : INFO : Epoch 577 | loss: 0.0311959 | val_loss: 0.0311996 | Time: 1423.28 ms [2020-12-21 12:22:48 main:581] : INFO : Epoch 578 | loss: 0.0311965 | val_loss: 0.0312003 | Time: 1434.97 ms [2020-12-21 12:22:50 main:581] : INFO : Epoch 579 | loss: 0.0311963 | val_loss: 0.0312008 | Time: 1447.24 ms [2020-12-21 12:22:51 main:581] : INFO : Epoch 580 | loss: 0.0311961 | val_loss: 0.0311992 | Time: 1441.58 ms [2020-12-21 12:22:53 main:581] : INFO : Epoch 581 | loss: 0.0311959 | val_loss: 0.0312046 | Time: 1439.15 ms [2020-12-21 12:22:54 main:581] : INFO : Epoch 582 | loss: 0.0311997 | val_loss: 0.0311996 | Time: 1413.26 ms [2020-12-21 12:22:55 main:581] : INFO : Epoch 583 | loss: 0.0311959 | val_loss: 0.0312003 | Time: 1439.23 ms [2020-12-21 12:22:57 main:581] : INFO : Epoch 584 | loss: 0.031198 | val_loss: 0.0312134 | Time: 1438.83 ms [2020-12-21 12:22:58 main:581] : INFO : Epoch 585 | loss: 0.0312003 | val_loss: 0.0311993 | Time: 1459.73 ms [2020-12-21 12:23:00 main:581] : INFO : Epoch 586 | loss: 0.0311977 | val_loss: 0.0312014 | Time: 1453.55 ms [2020-12-21 12:23:01 main:581] : INFO : Epoch 587 | loss: 0.0311964 | val_loss: 0.0312034 | Time: 1453.15 ms [2020-12-21 12:23:03 main:581] : INFO : Epoch 588 | loss: 0.031196 | val_loss: 0.0311984 | Time: 1420.53 ms [2020-12-21 12:23:04 main:581] : INFO : Epoch 589 | loss: 0.0311954 | val_loss: 0.0311994 | Time: 1435.41 ms [2020-12-21 12:23:06 main:581] : INFO : Epoch 590 | loss: 0.0311948 | val_loss: 0.0311984 | Time: 1448.37 ms [2020-12-21 12:23:07 main:581] : INFO : Epoch 591 | loss: 0.0311944 | val_loss: 0.0311988 | Time: 1417.21 ms [2020-12-21 12:23:08 main:581] : INFO : Epoch 592 | loss: 0.0311951 | val_loss: 0.0311986 | Time: 1433.48 ms [2020-12-21 12:23:10 main:581] : INFO : Epoch 593 | loss: 0.0311953 | val_loss: 0.0312004 | Time: 1439.81 ms [2020-12-21 12:23:11 main:581] : INFO : Epoch 594 | loss: 0.0311965 | val_loss: 0.0312002 | Time: 1439.77 ms [2020-12-21 12:23:13 main:581] : INFO : Epoch 595 | loss: 0.0311961 | val_loss: 0.0311992 | Time: 1435.29 ms [2020-12-21 12:23:14 main:581] : INFO : Epoch 596 | loss: 0.0311965 | val_loss: 0.0311988 | Time: 1426.34 ms [2020-12-21 12:23:16 main:581] : INFO : Epoch 597 | loss: 0.0311973 | val_loss: 0.031204 | Time: 1446.37 ms [2020-12-21 12:23:17 main:581] : INFO : Epoch 598 | loss: 0.0311957 | val_loss: 0.0312002 | Time: 1431.66 ms [2020-12-21 12:23:18 main:581] : INFO : Epoch 599 | loss: 0.0311967 | val_loss: 0.0311982 | Time: 1428.12 ms [2020-12-21 12:23:20 main:581] : INFO : Epoch 600 | loss: 0.0311946 | val_loss: 0.0311986 | Time: 1518.14 ms [2020-12-21 12:23:21 main:581] : INFO : Epoch 601 | loss: 0.0311942 | val_loss: 0.0311975 | Time: 1455.59 ms [2020-12-21 12:23:23 main:581] : INFO : Epoch 602 | loss: 0.0311937 | val_loss: 0.0311972 | Time: 1486.26 ms [2020-12-21 12:23:24 main:581] : INFO : Epoch 603 | loss: 0.0311946 | val_loss: 0.0311984 | Time: 1472.08 ms [2020-12-21 12:23:26 main:581] : INFO : Epoch 604 | loss: 0.0311949 | val_loss: 0.0311998 | Time: 1416.54 ms [2020-12-21 12:23:27 main:581] : INFO : Epoch 605 | loss: 0.0311935 | val_loss: 0.0311979 | Time: 1458.35 ms [2020-12-21 12:23:29 main:581] : INFO : Epoch 606 | loss: 0.0311941 | val_loss: 0.0311975 | Time: 1434.82 ms [2020-12-21 12:23:30 main:581] : INFO : Epoch 607 | loss: 0.0311933 | val_loss: 0.0311967 | Time: 1452.62 ms [2020-12-21 12:23:32 main:581] : INFO : Epoch 608 | loss: 0.0311937 | val_loss: 0.0311984 | Time: 1450.68 ms [2020-12-21 12:23:33 main:581] : INFO : Epoch 609 | loss: 0.0311969 | val_loss: 0.0312073 | Time: 1427.19 ms [2020-12-21 12:23:34 main:581] : INFO : Epoch 610 | loss: 0.0311977 | val_loss: 0.0311983 | Time: 1453.35 ms [2020-12-21 12:23:36 main:581] : INFO : Epoch 611 | loss: 0.0311976 | val_loss: 0.0312048 | Time: 1421.38 ms [2020-12-21 12:23:37 main:581] : INFO : Epoch 612 | loss: 0.0311971 | val_loss: 0.0312034 | Time: 1462.88 ms [2020-12-21 12:23:39 main:581] : INFO : Epoch 613 | loss: 0.0311997 | val_loss: 0.0312001 | Time: 1434.34 ms [2020-12-21 12:23:40 main:581] : INFO : Epoch 614 | loss: 0.0311978 | val_loss: 0.0311992 | Time: 1453.85 ms [2020-12-21 12:23:42 main:581] : INFO : Epoch 615 | loss: 0.0311972 | val_loss: 0.0311982 | Time: 1425.39 ms [2020-12-21 12:23:43 main:581] : INFO : Epoch 616 | loss: 0.0311953 | val_loss: 0.0311983 | Time: 1437.38 ms [2020-12-21 12:23:45 main:581] : INFO : Epoch 617 | loss: 0.0311954 | val_loss: 0.0311997 | Time: 1468.67 ms [2020-12-21 12:23:46 main:581] : INFO : Epoch 618 | loss: 0.0311967 | val_loss: 0.0311994 | Time: 1448.72 ms [2020-12-21 12:23:47 main:581] : INFO : Epoch 619 | loss: 0.031195 | val_loss: 0.0311976 | Time: 1429.2 ms [2020-12-21 12:23:49 main:581] : INFO : Epoch 620 | loss: 0.031196 | val_loss: 0.0312035 | Time: 1431.13 ms [2020-12-21 12:23:50 main:581] : INFO : Epoch 621 | loss: 0.0311957 | val_loss: 0.0311994 | Time: 1435.7 ms [2020-12-21 12:23:52 main:581] : INFO : Epoch 622 | loss: 0.0311949 | val_loss: 0.0311986 | Time: 1449.76 ms [2020-12-21 12:23:53 main:581] : INFO : Epoch 623 | loss: 0.0311938 | val_loss: 0.0311969 | Time: 1460.41 ms [2020-12-21 12:23:55 main:581] : INFO : Epoch 624 | loss: 0.0311941 | val_loss: 0.0311954 | Time: 1484.27 ms [2020-12-21 12:23:56 main:581] : INFO : Epoch 625 | loss: 0.0311931 | val_loss: 0.0311987 | Time: 1444.04 ms [2020-12-21 12:23:58 main:581] : INFO : Epoch 626 | loss: 0.031193 | val_loss: 0.0311945 | Time: 1436.37 ms [2020-12-21 12:23:59 main:581] : INFO : Epoch 627 | loss: 0.0311929 | val_loss: 0.0311966 | Time: 1450.42 ms [2020-12-21 12:24:00 main:581] : INFO : Epoch 628 | loss: 0.031192 | val_loss: 0.0311943 | Time: 1409.5 ms [2020-12-21 12:24:02 main:581] : INFO : Epoch 629 | loss: 0.0311929 | val_loss: 0.0311954 | Time: 1421.13 ms [2020-12-21 12:24:03 main:581] : INFO : Epoch 630 | loss: 0.0311928 | val_loss: 0.0311947 | Time: 1398.49 ms [2020-12-21 12:24:05 main:581] : INFO : Epoch 631 | loss: 0.0311931 | val_loss: 0.0312026 | Time: 1416.09 ms [2020-12-21 12:24:06 main:581] : INFO : Epoch 632 | loss: 0.0311951 | val_loss: 0.0311952 | Time: 1403.72 ms [2020-12-21 12:24:07 main:581] : INFO : Epoch 633 | loss: 0.0311944 | val_loss: 0.0312061 | Time: 1409.81 ms [2020-12-21 12:24:09 main:581] : INFO : Epoch 634 | loss: 0.0311992 | val_loss: 0.0312034 | Time: 1413.31 ms [2020-12-21 12:24:10 main:581] : INFO : Epoch 635 | loss: 0.0312 | val_loss: 0.0312089 | Time: 1417.44 ms [2020-12-21 12:24:12 main:581] : INFO : Epoch 636 | loss: 0.0311958 | val_loss: 0.0311978 | Time: 1407.12 ms [2020-12-21 12:24:13 main:581] : INFO : Epoch 637 | loss: 0.0311931 | val_loss: 0.031195 | Time: 1413.93 ms [2020-12-21 12:24:15 main:581] : INFO : Epoch 638 | loss: 0.0311925 | val_loss: 0.0311944 | Time: 1405.93 ms [2020-12-21 12:24:16 main:581] : INFO : Epoch 639 | loss: 0.031192 | val_loss: 0.0311952 | Time: 1386.41 ms [2020-12-21 12:24:17 main:581] : INFO : Epoch 640 | loss: 0.0311917 | val_loss: 0.0311952 | Time: 1430.51 ms [2020-12-21 12:24:19 main:581] : INFO : Epoch 641 | loss: 0.0311945 | val_loss: 0.0311989 | Time: 1411.29 ms [2020-12-21 12:24:20 main:581] : INFO : Epoch 642 | loss: 0.0311921 | val_loss: 0.0311947 | Time: 1396.3 ms [2020-12-21 12:24:22 main:581] : INFO : Epoch 643 | loss: 0.0311944 | val_loss: 0.0312002 | Time: 1401.4 ms [2020-12-21 12:24:23 main:581] : INFO : Epoch 644 | loss: 0.0311968 | val_loss: 0.0311967 | Time: 1395.37 ms [2020-12-21 12:24:24 main:581] : INFO : Epoch 645 | loss: 0.0311933 | val_loss: 0.0311985 | Time: 1394.99 ms [2020-12-21 12:24:26 main:581] : INFO : Epoch 646 | loss: 0.031193 | val_loss: 0.0311948 | Time: 1421.62 ms [2020-12-21 12:24:27 main:581] : INFO : Epoch 647 | loss: 0.0311915 | val_loss: 0.031193 | Time: 1418.08 ms [2020-12-21 12:24:29 main:581] : INFO : Epoch 648 | loss: 0.0311904 | val_loss: 0.0311932 | Time: 1430.15 ms [2020-12-21 12:24:30 main:581] : INFO : Epoch 649 | loss: 0.0311901 | val_loss: 0.0311933 | Time: 1436.26 ms [2020-12-21 12:24:31 main:581] : INFO : Epoch 650 | loss: 0.031191 | val_loss: 0.0311938 | Time: 1432.39 ms [2020-12-21 12:24:33 main:581] : INFO : Epoch 651 | loss: 0.0311918 | val_loss: 0.0311946 | Time: 1440.1 ms [2020-12-21 12:24:34 main:581] : INFO : Epoch 652 | loss: 0.0311908 | val_loss: 0.0311946 | Time: 1423.59 ms [2020-12-21 12:24:36 main:581] : INFO : Epoch 653 | loss: 0.0311948 | val_loss: 0.0311975 | Time: 1432.33 ms [2020-12-21 12:24:37 main:581] : INFO : Epoch 654 | loss: 0.0311977 | val_loss: 0.0311978 | Time: 1426.74 ms [2020-12-21 12:24:39 main:581] : INFO : Epoch 655 | loss: 0.0311969 | val_loss: 0.0312013 | Time: 1422.85 ms [2020-12-21 12:24:40 main:581] : INFO : Epoch 656 | loss: 0.0311944 | val_loss: 0.0311966 | Time: 1487.14 ms [2020-12-21 12:24:42 main:581] : INFO : Epoch 657 | loss: 0.0311925 | val_loss: 0.0311992 | Time: 1436.06 ms [2020-12-21 12:24:43 main:581] : INFO : Epoch 658 | loss: 0.0311933 | val_loss: 0.0311987 | Time: 1451.31 ms [2020-12-21 12:24:44 main:581] : INFO : Epoch 659 | loss: 0.0311937 | val_loss: 0.0311948 | Time: 1486.26 ms [2020-12-21 12:24:46 main:581] : INFO : Epoch 660 | loss: 0.0311918 | val_loss: 0.0311955 | Time: 1491.9 ms [2020-12-21 12:24:47 main:581] : INFO : Epoch 661 | loss: 0.031191 | val_loss: 0.0311946 | Time: 1487.96 ms [2020-12-21 12:24:49 main:581] : INFO : Epoch 662 | loss: 0.0311909 | val_loss: 0.0311945 | Time: 1471.11 ms [2020-12-21 12:24:50 main:581] : INFO : Epoch 663 | loss: 0.0311912 | val_loss: 0.0311967 | Time: 1456.64 ms [2020-12-21 12:24:52 main:581] : INFO : Epoch 664 | loss: 0.0311904 | val_loss: 0.0311963 | Time: 1474.74 ms [2020-12-21 12:24:53 main:581] : INFO : Epoch 665 | loss: 0.0311924 | val_loss: 0.0312006 | Time: 1465.77 ms [2020-12-21 12:24:55 main:581] : INFO : Epoch 666 | loss: 0.031192 | val_loss: 0.0311949 | Time: 1491.9 ms [2020-12-21 12:24:56 main:581] : INFO : Epoch 667 | loss: 0.0311905 | val_loss: 0.0311956 | Time: 1475.42 ms [2020-12-21 12:24:58 main:581] : INFO : Epoch 668 | loss: 0.0311915 | val_loss: 0.0311947 | Time: 1458.5 ms [2020-12-21 12:24:59 main:581] : INFO : Epoch 669 | loss: 0.0311943 | val_loss: 0.0311979 | Time: 1457.9 ms [2020-12-21 12:25:01 main:581] : INFO : Epoch 670 | loss: 0.0311946 | val_loss: 0.0311962 | Time: 1475 ms [2020-12-21 12:25:02 main:581] : INFO : Epoch 671 | loss: 0.0311922 | val_loss: 0.0311945 | Time: 1481.74 ms [2020-12-21 12:25:04 main:581] : INFO : Epoch 672 | loss: 0.0311912 | val_loss: 0.0311938 | Time: 1477.17 ms [2020-12-21 12:25:05 main:581] : INFO : Epoch 673 | loss: 0.0311935 | val_loss: 0.031194 | Time: 1462.15 ms [2020-12-21 12:25:07 main:581] : INFO : Epoch 674 | loss: 0.031192 | val_loss: 0.0311945 | Time: 1453.79 ms [2020-12-21 12:25:08 main:581] : INFO : Epoch 675 | loss: 0.0311906 | val_loss: 0.0311956 | Time: 1438.1 ms [2020-12-21 12:25:09 main:581] : INFO : Epoch 676 | loss: 0.031191 | val_loss: 0.0311958 | Time: 1466.77 ms [2020-12-21 12:25:11 main:581] : INFO : Epoch 677 | loss: 0.0311922 | val_loss: 0.0311965 | Time: 1490.41 ms [2020-12-21 12:25:12 main:581] : INFO : Epoch 678 | loss: 0.0311939 | val_loss: 0.0311943 | Time: 1441.81 ms [2020-12-21 12:25:14 main:581] : INFO : Epoch 679 | loss: 0.0311924 | val_loss: 0.031194 | Time: 1479.46 ms [2020-12-21 12:25:15 main:581] : INFO : Epoch 680 | loss: 0.0311928 | val_loss: 0.031194 | Time: 1465.56 ms [2020-12-21 12:25:17 main:581] : INFO : Epoch 681 | loss: 0.0311956 | val_loss: 0.0311961 | Time: 1444.08 ms [2020-12-21 12:25:18 main:581] : INFO : Epoch 682 | loss: 0.031191 | val_loss: 0.0311971 | Time: 1489.96 ms [2020-12-21 12:25:20 main:581] : INFO : Epoch 683 | loss: 0.0311932 | val_loss: 0.0312043 | Time: 1458.7 ms [2020-12-21 12:25:21 main:581] : INFO : Epoch 684 | loss: 0.0311955 | val_loss: 0.0311951 | Time: 1459.85 ms [2020-12-21 12:25:23 main:581] : INFO : Epoch 685 | loss: 0.0311899 | val_loss: 0.0311935 | Time: 1422.68 ms [2020-12-21 12:25:24 main:581] : INFO : Epoch 686 | loss: 0.0311891 | val_loss: 0.0311952 | Time: 1481.6 ms [2020-12-21 12:25:26 main:581] : INFO : Epoch 687 | loss: 0.0311896 | val_loss: 0.031194 | Time: 1462.72 ms [2020-12-21 12:25:27 main:581] : INFO : Epoch 688 | loss: 0.0311898 | val_loss: 0.0311937 | Time: 1461.93 ms [2020-12-21 12:25:29 main:581] : INFO : Epoch 689 | loss: 0.0311896 | val_loss: 0.0311943 | Time: 1474.29 ms [2020-12-21 12:25:30 main:581] : INFO : Epoch 690 | loss: 0.0311894 | val_loss: 0.031194 | Time: 1483.8 ms [2020-12-21 12:25:31 main:581] : INFO : Epoch 691 | loss: 0.0311893 | val_loss: 0.031193 | Time: 1470.85 ms [2020-12-21 12:25:33 main:581] : INFO : Epoch 692 | loss: 0.031191 | val_loss: 0.0311936 | Time: 1446.35 ms [2020-12-21 12:25:34 main:581] : INFO : Epoch 693 | loss: 0.0311885 | val_loss: 0.0311929 | Time: 1444.17 ms [2020-12-21 12:25:36 main:581] : INFO : Epoch 694 | loss: 0.0311894 | val_loss: 0.0312004 | Time: 1448.88 ms [2020-12-21 12:25:37 main:581] : INFO : Epoch 695 | loss: 0.031191 | val_loss: 0.0311951 | Time: 1448.22 ms [2020-12-21 12:25:39 main:581] : INFO : Epoch 696 | loss: 0.0311897 | val_loss: 0.0311929 | Time: 1463.65 ms [2020-12-21 12:25:40 main:581] : INFO : Epoch 697 | loss: 0.0311876 | val_loss: 0.0311939 | Time: 1441.13 ms [2020-12-21 12:25:42 main:581] : INFO : Epoch 698 | loss: 0.0311872 | val_loss: 0.0311933 | Time: 1441.01 ms [2020-12-21 12:25:43 main:581] : INFO : Epoch 699 | loss: 0.031188 | val_loss: 0.0311939 | Time: 1423.82 ms [2020-12-21 12:25:44 main:581] : INFO : Epoch 700 | loss: 0.0311891 | val_loss: 0.0311926 | Time: 1423.91 ms [2020-12-21 12:25:46 main:581] : INFO : Epoch 701 | loss: 0.0311893 | val_loss: 0.0311937 | Time: 1430.65 ms [2020-12-21 12:25:47 main:581] : INFO : Epoch 702 | loss: 0.0311876 | val_loss: 0.0311925 | Time: 1459.49 ms [2020-12-21 12:25:49 main:581] : INFO : Epoch 703 | loss: 0.0311892 | val_loss: 0.0311948 | Time: 1439.96 ms [2020-12-21 12:25:50 main:581] : INFO : Epoch 704 | loss: 0.0311918 | val_loss: 0.0311963 | Time: 1476.05 ms [2020-12-21 12:25:52 main:581] : INFO : Epoch 705 | loss: 0.0311933 | val_loss: 0.0311999 | Time: 1449.53 ms [2020-12-21 12:25:53 main:581] : INFO : Epoch 706 | loss: 0.0311932 | val_loss: 0.0311945 | Time: 1447.47 ms [2020-12-21 12:25:55 main:581] : INFO : Epoch 707 | loss: 0.0311896 | val_loss: 0.0311977 | Time: 1473.9 ms [2020-12-21 12:25:56 main:581] : INFO : Epoch 708 | loss: 0.0311888 | val_loss: 0.0311926 | Time: 1489.99 ms [2020-12-21 12:25:58 main:581] : INFO : Epoch 709 | loss: 0.0311878 | val_loss: 0.0311925 | Time: 1441.06 ms [2020-12-21 12:25:59 main:581] : INFO : Epoch 710 | loss: 0.0311877 | val_loss: 0.0311949 | Time: 1437.58 ms [2020-12-21 12:26:00 main:581] : INFO : Epoch 711 | loss: 0.0311881 | val_loss: 0.0311957 | Time: 1458.7 ms [2020-12-21 12:26:02 main:581] : INFO : Epoch 712 | loss: 0.0311874 | val_loss: 0.0311972 | Time: 1466.76 ms [2020-12-21 12:26:03 main:581] : INFO : Epoch 713 | loss: 0.031188 | val_loss: 0.0311941 | Time: 1451.08 ms [2020-12-21 12:26:05 main:581] : INFO : Epoch 714 | loss: 0.0311901 | val_loss: 0.0311961 | Time: 1487.26 ms [2020-12-21 12:26:06 main:581] : INFO : Epoch 715 | loss: 0.0311884 | val_loss: 0.0311937 | Time: 1445.41 ms [2020-12-21 12:26:08 main:581] : INFO : Epoch 716 | loss: 0.0311876 | val_loss: 0.0311937 | Time: 1455.34 ms [2020-12-21 12:26:09 main:581] : INFO : Epoch 717 | loss: 0.0311885 | val_loss: 0.031193 | Time: 1457.26 ms [2020-12-21 12:26:11 main:581] : INFO : Epoch 718 | loss: 0.0311881 | val_loss: 0.0311936 | Time: 1476.37 ms [2020-12-21 12:26:12 main:581] : INFO : Epoch 719 | loss: 0.0311911 | val_loss: 0.0312025 | Time: 1441.58 ms [2020-12-21 12:26:14 main:581] : INFO : Epoch 720 | loss: 0.0311917 | val_loss: 0.0311952 | Time: 1477.02 ms [2020-12-21 12:26:15 main:581] : INFO : Epoch 721 | loss: 0.0311894 | val_loss: 0.0311933 | Time: 1470.98 ms [2020-12-21 12:26:17 main:581] : INFO : Epoch 722 | loss: 0.0311905 | val_loss: 0.0311944 | Time: 1479.51 ms [2020-12-21 12:26:18 main:581] : INFO : Epoch 723 | loss: 0.0311908 | val_loss: 0.0311956 | Time: 1462.46 ms [2020-12-21 12:26:19 main:581] : INFO : Epoch 724 | loss: 0.0311932 | val_loss: 0.031199 | Time: 1465.5 ms [2020-12-21 12:26:21 main:581] : INFO : Epoch 725 | loss: 0.0311952 | val_loss: 0.0312019 | Time: 1441.74 ms [2020-12-21 12:26:22 main:581] : INFO : Epoch 726 | loss: 0.0311917 | val_loss: 0.0311949 | Time: 1435.86 ms [2020-12-21 12:26:24 main:581] : INFO : Epoch 727 | loss: 0.0311922 | val_loss: 0.0311981 | Time: 1412.9 ms [2020-12-21 12:26:25 main:581] : INFO : Epoch 728 | loss: 0.0311936 | val_loss: 0.0311968 | Time: 1404.68 ms [2020-12-21 12:26:27 main:581] : INFO : Epoch 729 | loss: 0.0311924 | val_loss: 0.0311971 | Time: 1405.11 ms [2020-12-21 12:26:28 main:581] : INFO : Epoch 730 | loss: 0.0311918 | val_loss: 0.0311952 | Time: 1434.71 ms [2020-12-21 12:26:29 main:581] : INFO : Epoch 731 | loss: 0.0311909 | val_loss: 0.0311946 | Time: 1427.83 ms [2020-12-21 12:26:31 main:581] : INFO : Epoch 732 | loss: 0.0311904 | val_loss: 0.0311948 | Time: 1416.02 ms [2020-12-21 12:26:32 main:581] : INFO : Epoch 733 | loss: 0.03119 | val_loss: 0.0311944 | Time: 1427.09 ms [2020-12-21 12:26:34 main:581] : INFO : Epoch 734 | loss: 0.0311902 | val_loss: 0.0311951 | Time: 1452.95 ms [2020-12-21 12:26:35 main:581] : INFO : Epoch 735 | loss: 0.0311904 | val_loss: 0.0311941 | Time: 1451.65 ms [2020-12-21 12:26:37 main:581] : INFO : Epoch 736 | loss: 0.0311894 | val_loss: 0.031194 | Time: 1432.16 ms [2020-12-21 12:26:38 main:581] : INFO : Epoch 737 | loss: 0.03119 | val_loss: 0.0311954 | Time: 1431.71 ms [2020-12-21 12:26:40 main:581] : INFO : Epoch 738 | loss: 0.0311887 | val_loss: 0.0311951 | Time: 1441.96 ms [2020-12-21 12:26:41 main:581] : INFO : Epoch 739 | loss: 0.031189 | val_loss: 0.0311951 | Time: 1440.21 ms [2020-12-21 12:26:42 main:581] : INFO : Epoch 740 | loss: 0.0311895 | val_loss: 0.031195 | Time: 1437.77 ms [2020-12-21 12:26:44 main:581] : INFO : Epoch 741 | loss: 0.0311891 | val_loss: 0.0311969 | Time: 1446.82 ms [2020-12-21 12:26:45 main:581] : INFO : Epoch 742 | loss: 0.0311904 | val_loss: 0.031195 | Time: 1462.5 ms [2020-12-21 12:26:47 main:581] : INFO : Epoch 743 | loss: 0.0311894 | val_loss: 0.031195 | Time: 1466.47 ms [2020-12-21 12:26:48 main:581] : INFO : Epoch 744 | loss: 0.0311888 | val_loss: 0.0311941 | Time: 1451.34 ms [2020-12-21 12:26:50 main:581] : INFO : Epoch 745 | loss: 0.0311895 | val_loss: 0.0311957 | Time: 1469.52 ms [2020-12-21 12:26:51 main:581] : INFO : Epoch 746 | loss: 0.0311892 | val_loss: 0.031196 | Time: 1433.37 ms [2020-12-21 12:26:53 main:581] : INFO : Epoch 747 | loss: 0.031189 | val_loss: 0.0311941 | Time: 1437.07 ms [2020-12-21 12:26:54 main:581] : INFO : Epoch 748 | loss: 0.0311885 | val_loss: 0.0311992 | Time: 1483.4 ms [2020-12-21 12:26:55 main:581] : INFO : Epoch 749 | loss: 0.0311891 | val_loss: 0.0311947 | Time: 1448.12 ms [2020-12-21 12:26:57 main:581] : INFO : Epoch 750 | loss: 0.0311877 | val_loss: 0.0311951 | Time: 1464.35 ms [2020-12-21 12:26:58 main:581] : INFO : Epoch 751 | loss: 0.0311876 | val_loss: 0.0311949 | Time: 1461.62 ms [2020-12-21 12:27:00 main:581] : INFO : Epoch 752 | loss: 0.0311893 | val_loss: 0.0311941 | Time: 1440.67 ms [2020-12-21 12:27:01 main:581] : INFO : Epoch 753 | loss: 0.0311883 | val_loss: 0.031197 | Time: 1433.73 ms [2020-12-21 12:27:03 main:581] : INFO : Epoch 754 | loss: 0.031188 | val_loss: 0.0311942 | Time: 1437.4 ms [2020-12-21 12:27:04 main:581] : INFO : Epoch 755 | loss: 0.0311885 | val_loss: 0.0311942 | Time: 1432.41 ms [2020-12-21 12:27:06 main:581] : INFO : Epoch 756 | loss: 0.0311896 | val_loss: 0.0311946 | Time: 1448.22 ms [2020-12-21 12:27:07 main:581] : INFO : Epoch 757 | loss: 0.031195 | val_loss: 0.0311984 | Time: 1424.21 ms [2020-12-21 12:27:08 main:581] : INFO : Epoch 758 | loss: 0.0311923 | val_loss: 0.0311997 | Time: 1453.6 ms [2020-12-21 12:27:10 main:581] : INFO : Epoch 759 | loss: 0.031195 | val_loss: 0.0311981 | Time: 1432.17 ms [2020-12-21 12:27:11 main:581] : INFO : Epoch 760 | loss: 0.0311911 | val_loss: 0.0311961 | Time: 1442.83 ms [2020-12-21 12:27:13 main:581] : INFO : Epoch 761 | loss: 0.0311904 | val_loss: 0.031196 | Time: 1436.37 ms [2020-12-21 12:27:14 main:581] : INFO : Epoch 762 | loss: 0.0311879 | val_loss: 0.0311991 | Time: 1453.84 ms [2020-12-21 12:27:16 main:581] : INFO : Epoch 763 | loss: 0.0311883 | val_loss: 0.0311976 | Time: 1439.31 ms [2020-12-21 12:27:17 main:581] : INFO : Epoch 764 | loss: 0.0311896 | val_loss: 0.0311945 | Time: 1452.5 ms [2020-12-21 12:27:19 main:581] : INFO : Epoch 765 | loss: 0.0311872 | val_loss: 0.0311929 | Time: 1488.09 ms [2020-12-21 12:27:20 main:581] : INFO : Epoch 766 | loss: 0.0311872 | val_loss: 0.0311927 | Time: 1449.52 ms [2020-12-21 12:27:22 main:581] : INFO : Epoch 767 | loss: 0.031188 | val_loss: 0.0311943 | Time: 1468.88 ms [2020-12-21 12:27:23 main:581] : INFO : Epoch 768 | loss: 0.0311864 | val_loss: 0.0311938 | Time: 1468.37 ms [2020-12-21 12:27:24 main:581] : INFO : Epoch 769 | loss: 0.0311879 | val_loss: 0.0311944 | Time: 1440.74 ms [2020-12-21 12:27:26 main:581] : INFO : Epoch 770 | loss: 0.0311861 | val_loss: 0.0311954 | Time: 1465.79 ms [2020-12-21 12:27:27 main:581] : INFO : Epoch 771 | loss: 0.0311879 | val_loss: 0.0311981 | Time: 1441.78 ms [2020-12-21 12:27:29 main:581] : INFO : Epoch 772 | loss: 0.0311865 | val_loss: 0.0311951 | Time: 1431.4 ms [2020-12-21 12:27:30 main:581] : INFO : Epoch 773 | loss: 0.0311859 | val_loss: 0.0311945 | Time: 1415.77 ms [2020-12-21 12:27:32 main:581] : INFO : Epoch 774 | loss: 0.0311868 | val_loss: 0.0311957 | Time: 1452.39 ms [2020-12-21 12:27:33 main:581] : INFO : Epoch 775 | loss: 0.0311929 | val_loss: 0.0311967 | Time: 1443.43 ms [2020-12-21 12:27:35 main:581] : INFO : Epoch 776 | loss: 0.0311974 | val_loss: 0.0312008 | Time: 1444.16 ms [2020-12-21 12:27:36 main:581] : INFO : Epoch 777 | loss: 0.0311942 | val_loss: 0.0311992 | Time: 1427.72 ms [2020-12-21 12:27:37 main:581] : INFO : Epoch 778 | loss: 0.0311913 | val_loss: 0.0311976 | Time: 1457.88 ms [2020-12-21 12:27:39 main:581] : INFO : Epoch 779 | loss: 0.0311892 | val_loss: 0.031193 | Time: 1464.32 ms [2020-12-21 12:27:40 main:581] : INFO : Epoch 780 | loss: 0.0311888 | val_loss: 0.0311924 | Time: 1447.1 ms [2020-12-21 12:27:42 main:581] : INFO : Epoch 781 | loss: 0.031189 | val_loss: 0.031192 | Time: 1459.84 ms [2020-12-21 12:27:43 main:581] : INFO : Epoch 782 | loss: 0.0311882 | val_loss: 0.0311925 | Time: 1454.11 ms [2020-12-21 12:27:45 main:581] : INFO : Epoch 783 | loss: 0.0311881 | val_loss: 0.0311931 | Time: 1428.55 ms [2020-12-21 12:27:46 main:581] : INFO : Epoch 784 | loss: 0.0311888 | val_loss: 0.0311927 | Time: 1454.97 ms [2020-12-21 12:27:48 main:581] : INFO : Epoch 785 | loss: 0.0311887 | val_loss: 0.0311916 | Time: 1437.9 ms [2020-12-21 12:27:49 main:581] : INFO : Epoch 786 | loss: 0.0311898 | val_loss: 0.0311917 | Time: 1431.54 ms [2020-12-21 12:27:50 main:581] : INFO : Epoch 787 | loss: 0.0311878 | val_loss: 0.0311917 | Time: 1449.51 ms [2020-12-21 12:27:52 main:581] : INFO : Epoch 788 | loss: 0.0311882 | val_loss: 0.0311922 | Time: 1461.47 ms [2020-12-21 12:27:53 main:581] : INFO : Epoch 789 | loss: 0.0311872 | val_loss: 0.0311915 | Time: 1416.94 ms [2020-12-21 12:27:55 main:581] : INFO : Epoch 790 | loss: 0.0311878 | val_loss: 0.0311988 | Time: 1438.33 ms [2020-12-21 12:27:56 main:581] : INFO : Epoch 791 | loss: 0.0311886 | val_loss: 0.031192 | Time: 1410.92 ms [2020-12-21 12:27:58 main:581] : INFO : Epoch 792 | loss: 0.0311874 | val_loss: 0.0311928 | Time: 1447.13 ms [2020-12-21 12:27:59 main:581] : INFO : Epoch 793 | loss: 0.0311878 | val_loss: 0.0311919 | Time: 1418.36 ms [2020-12-21 12:28:00 main:581] : INFO : Epoch 794 | loss: 0.0311879 | val_loss: 0.0311916 | Time: 1417.61 ms [2020-12-21 12:28:02 main:581] : INFO : Epoch 795 | loss: 0.0311863 | val_loss: 0.0311927 | Time: 1405.23 ms [2020-12-21 12:28:03 main:581] : INFO : Epoch 796 | loss: 0.0311861 | val_loss: 0.0311915 | Time: 1410.83 ms [2020-12-21 12:28:05 main:581] : INFO : Epoch 797 | loss: 0.0311873 | val_loss: 0.0311936 | Time: 1412.04 ms [2020-12-21 12:28:06 main:581] : INFO : Epoch 798 | loss: 0.0311869 | val_loss: 0.0311933 | Time: 1413.17 ms [2020-12-21 12:28:08 main:581] : INFO : Epoch 799 | loss: 0.0311871 | val_loss: 0.0311941 | Time: 1416.07 ms [2020-12-21 12:28:09 main:581] : INFO : Epoch 800 | loss: 0.0311881 | val_loss: 0.0311914 | Time: 1396.18 ms [2020-12-21 12:28:10 main:581] : INFO : Epoch 801 | loss: 0.0311859 | val_loss: 0.031195 | Time: 1412.38 ms [2020-12-21 12:28:12 main:581] : INFO : Epoch 802 | loss: 0.0311867 | val_loss: 0.0311917 | Time: 1413.64 ms [2020-12-21 12:28:13 main:581] : INFO : Epoch 803 | loss: 0.0311865 | val_loss: 0.0311933 | Time: 1404.72 ms [2020-12-21 12:28:15 main:581] : INFO : Epoch 804 | loss: 0.0311862 | val_loss: 0.0311943 | Time: 1421.47 ms [2020-12-21 12:28:16 main:581] : INFO : Epoch 805 | loss: 0.0311884 | val_loss: 0.0311992 | Time: 1400.88 ms [2020-12-21 12:28:17 main:581] : INFO : Epoch 806 | loss: 0.0311881 | val_loss: 0.0311931 | Time: 1419.21 ms [2020-12-21 12:28:19 main:581] : INFO : Epoch 807 | loss: 0.0311859 | val_loss: 0.0311922 | Time: 1407.14 ms [2020-12-21 12:28:20 main:581] : INFO : Epoch 808 | loss: 0.031187 | val_loss: 0.0311921 | Time: 1428.14 ms [2020-12-21 12:28:22 main:581] : INFO : Epoch 809 | loss: 0.0311866 | val_loss: 0.0311933 | Time: 1418.16 ms [2020-12-21 12:28:23 main:581] : INFO : Epoch 810 | loss: 0.0311862 | val_loss: 0.0311932 | Time: 1405.54 ms [2020-12-21 12:28:25 main:581] : INFO : Epoch 811 | loss: 0.0311886 | val_loss: 0.0311954 | Time: 1424.39 ms [2020-12-21 12:28:26 main:581] : INFO : Epoch 812 | loss: 0.0311875 | val_loss: 0.0311949 | Time: 1426.3 ms [2020-12-21 12:28:27 main:581] : INFO : Epoch 813 | loss: 0.0311866 | val_loss: 0.031192 | Time: 1424.38 ms [2020-12-21 12:28:29 main:581] : INFO : Epoch 814 | loss: 0.031191 | val_loss: 0.0312051 | Time: 1405.15 ms [2020-12-21 12:28:30 main:581] : INFO : Epoch 815 | loss: 0.0311919 | val_loss: 0.0311935 | Time: 1397.85 ms [2020-12-21 12:28:32 main:581] : INFO : Epoch 816 | loss: 0.031186 | val_loss: 0.0311992 | Time: 1463.06 ms [2020-12-21 12:28:33 main:581] : INFO : Epoch 817 | loss: 0.0311896 | val_loss: 0.0311956 | Time: 1477.53 ms [2020-12-21 12:28:35 main:581] : INFO : Epoch 818 | loss: 0.0311856 | val_loss: 0.0311923 | Time: 1454.89 ms [2020-12-21 12:28:36 main:581] : INFO : Epoch 819 | loss: 0.0311866 | val_loss: 0.0311945 | Time: 1468.71 ms [2020-12-21 12:28:37 main:581] : INFO : Epoch 820 | loss: 0.0311862 | val_loss: 0.0311923 | Time: 1478.81 ms [2020-12-21 12:28:39 main:581] : INFO : Epoch 821 | loss: 0.0311868 | val_loss: 0.0311977 | Time: 1478.53 ms [2020-12-21 12:28:40 main:581] : INFO : Epoch 822 | loss: 0.0311869 | val_loss: 0.0311962 | Time: 1492.66 ms [2020-12-21 12:28:42 main:581] : INFO : Epoch 823 | loss: 0.0312073 | val_loss: 0.0312085 | Time: 1438.45 ms [2020-12-21 12:28:43 main:581] : INFO : Epoch 824 | loss: 0.0312085 | val_loss: 0.0312036 | Time: 1450.33 ms [2020-12-21 12:28:45 main:581] : INFO : Epoch 825 | loss: 0.0312032 | val_loss: 0.0312031 | Time: 1447.78 ms [2020-12-21 12:28:46 main:581] : INFO : Epoch 826 | loss: 0.0312003 | val_loss: 0.0311989 | Time: 1464.08 ms [2020-12-21 12:28:48 main:581] : INFO : Epoch 827 | loss: 0.0311984 | val_loss: 0.0311979 | Time: 1452.83 ms [2020-12-21 12:28:49 main:581] : INFO : Epoch 828 | loss: 0.0311984 | val_loss: 0.0312008 | Time: 1445.84 ms [2020-12-21 12:28:51 main:581] : INFO : Epoch 829 | loss: 0.0311988 | val_loss: 0.0311976 | Time: 1480.67 ms [2020-12-21 12:28:52 main:581] : INFO : Epoch 830 | loss: 0.0311971 | val_loss: 0.0311984 | Time: 1432.47 ms [2020-12-21 12:28:54 main:581] : INFO : Epoch 831 | loss: 0.0311957 | val_loss: 0.0311979 | Time: 1452.47 ms [2020-12-21 12:28:55 main:581] : INFO : Epoch 832 | loss: 0.0311943 | val_loss: 0.0311961 | Time: 1446.74 ms [2020-12-21 12:28:56 main:581] : INFO : Epoch 833 | loss: 0.0311949 | val_loss: 0.0311959 | Time: 1461.11 ms [2020-12-21 12:28:58 main:581] : INFO : Epoch 834 | loss: 0.0311946 | val_loss: 0.0311959 | Time: 1439.17 ms [2020-12-21 12:28:59 main:581] : INFO : Epoch 835 | loss: 0.0311956 | val_loss: 0.0311959 | Time: 1481.64 ms [2020-12-21 12:29:01 main:581] : INFO : Epoch 836 | loss: 0.0311946 | val_loss: 0.0311948 | Time: 1452.53 ms [2020-12-21 12:29:02 main:581] : INFO : Epoch 837 | loss: 0.0311954 | val_loss: 0.031195 | Time: 1458.61 ms [2020-12-21 12:29:04 main:581] : INFO : Epoch 838 | loss: 0.0311942 | val_loss: 0.0311955 | Time: 1437.62 ms [2020-12-21 12:29:05 main:581] : INFO : Epoch 839 | loss: 0.0311932 | val_loss: 0.0311944 | Time: 1458.12 ms [2020-12-21 12:29:07 main:581] : INFO : Epoch 840 | loss: 0.0311966 | val_loss: 0.0312003 | Time: 1446.98 ms [2020-12-21 12:29:08 main:581] : INFO : Epoch 841 | loss: 0.031194 | val_loss: 0.0311954 | Time: 1455.85 ms [2020-12-21 12:29:10 main:581] : INFO : Epoch 842 | loss: 0.0311937 | val_loss: 0.0311968 | Time: 1480.72 ms [2020-12-21 12:29:11 main:581] : INFO : Epoch 843 | loss: 0.0311965 | val_loss: 0.0311965 | Time: 1448.58 ms [2020-12-21 12:29:12 main:581] : INFO : Epoch 844 | loss: 0.031196 | val_loss: 0.0311975 | Time: 1448.89 ms [2020-12-21 12:29:14 main:581] : INFO : Epoch 845 | loss: 0.0311926 | val_loss: 0.031194 | Time: 1462.92 ms [2020-12-21 12:29:15 main:581] : INFO : Epoch 846 | loss: 0.0311904 | val_loss: 0.0311935 | Time: 1433.11 ms [2020-12-21 12:29:17 main:581] : INFO : Epoch 847 | loss: 0.0311906 | val_loss: 0.0311933 | Time: 1484.02 ms [2020-12-21 12:29:18 main:581] : INFO : Epoch 848 | loss: 0.0311908 | val_loss: 0.0311932 | Time: 1445.83 ms [2020-12-21 12:29:20 main:581] : INFO : Epoch 849 | loss: 0.03119 | val_loss: 0.0311929 | Time: 1431.54 ms [2020-12-21 12:29:21 main:581] : INFO : Epoch 850 | loss: 0.0311892 | val_loss: 0.0311939 | Time: 1459.59 ms [2020-12-21 12:29:23 main:581] : INFO : Epoch 851 | loss: 0.0311893 | val_loss: 0.0311919 | Time: 1435.29 ms [2020-12-21 12:29:24 main:581] : INFO : Epoch 852 | loss: 0.0311898 | val_loss: 0.0312003 | Time: 1493.88 ms [2020-12-21 12:29:26 main:581] : INFO : Epoch 853 | loss: 0.0311934 | val_loss: 0.0311969 | Time: 1446.25 ms [2020-12-21 12:29:27 main:581] : INFO : Epoch 854 | loss: 0.0311943 | val_loss: 0.031194 | Time: 1478.93 ms [2020-12-21 12:29:28 main:581] : INFO : Epoch 855 | loss: 0.0311937 | val_loss: 0.0311973 | Time: 1449.71 ms [2020-12-21 12:29:30 main:581] : INFO : Epoch 856 | loss: 0.0311978 | val_loss: 0.0312175 | Time: 1515.14 ms [2020-12-21 12:29:32 main:581] : INFO : Epoch 857 | loss: 0.0311992 | val_loss: 0.0311963 | Time: 1606.62 ms [2020-12-21 12:29:33 main:581] : INFO : Epoch 858 | loss: 0.0311901 | val_loss: 0.031193 | Time: 1430.61 ms [2020-12-21 12:29:34 main:581] : INFO : Epoch 859 | loss: 0.0311885 | val_loss: 0.0311922 | Time: 1419.76 ms [2020-12-21 12:29:36 main:581] : INFO : Epoch 860 | loss: 0.0311875 | val_loss: 0.0311925 | Time: 1429.57 ms [2020-12-21 12:29:37 main:581] : INFO : Epoch 861 | loss: 0.0311886 | val_loss: 0.0311929 | Time: 1463.87 ms [2020-12-21 12:29:39 main:581] : INFO : Epoch 862 | loss: 0.0311883 | val_loss: 0.0311923 | Time: 1428.01 ms [2020-12-21 12:29:40 main:581] : INFO : Epoch 863 | loss: 0.0311884 | val_loss: 0.0311923 | Time: 1444.11 ms [2020-12-21 12:29:42 main:581] : INFO : Epoch 864 | loss: 0.0311874 | val_loss: 0.0311915 | Time: 1456.16 ms [2020-12-21 12:29:43 main:581] : INFO : Epoch 865 | loss: 0.0311873 | val_loss: 0.0311918 | Time: 1441.08 ms [2020-12-21 12:29:45 main:581] : INFO : Epoch 866 | loss: 0.031187 | val_loss: 0.0311925 | Time: 1426.39 ms [2020-12-21 12:29:46 main:581] : INFO : Epoch 867 | loss: 0.0311899 | val_loss: 0.0311943 | Time: 1419.17 ms [2020-12-21 12:29:47 main:581] : INFO : Epoch 868 | loss: 0.0311885 | val_loss: 0.0311978 | Time: 1424.83 ms [2020-12-21 12:29:49 main:581] : INFO : Epoch 869 | loss: 0.0311886 | val_loss: 0.031193 | Time: 1435.95 ms [2020-12-21 12:29:50 main:581] : INFO : Epoch 870 | loss: 0.0311878 | val_loss: 0.0311912 | Time: 1427.8 ms [2020-12-21 12:29:52 main:581] : INFO : Epoch 871 | loss: 0.0311871 | val_loss: 0.0311906 | Time: 1482.13 ms [2020-12-21 12:29:53 main:581] : INFO : Epoch 872 | loss: 0.0311876 | val_loss: 0.0311905 | Time: 1448.9 ms [2020-12-21 12:29:55 main:581] : INFO : Epoch 873 | loss: 0.0311866 | val_loss: 0.0311912 | Time: 1460.52 ms [2020-12-21 12:29:56 main:581] : INFO : Epoch 874 | loss: 0.0311866 | val_loss: 0.0311911 | Time: 1468.55 ms [2020-12-21 12:29:58 main:581] : INFO : Epoch 875 | loss: 0.0311874 | val_loss: 0.0311908 | Time: 1466.57 ms [2020-12-21 12:29:59 main:581] : INFO : Epoch 876 | loss: 0.0311866 | val_loss: 0.0311915 | Time: 1464.93 ms [2020-12-21 12:30:01 main:581] : INFO : Epoch 877 | loss: 0.0311897 | val_loss: 0.0311908 | Time: 1477.16 ms [2020-12-21 12:30:02 main:581] : INFO : Epoch 878 | loss: 0.0311893 | val_loss: 0.0311916 | Time: 1460.62 ms [2020-12-21 12:30:03 main:581] : INFO : Epoch 879 | loss: 0.0311871 | val_loss: 0.0311927 | Time: 1441.26 ms [2020-12-21 12:30:05 main:581] : INFO : Epoch 880 | loss: 0.0311868 | val_loss: 0.0311952 | Time: 1473.36 ms [2020-12-21 12:30:06 main:581] : INFO : Epoch 881 | loss: 0.0311864 | val_loss: 0.0311919 | Time: 1453.61 ms [2020-12-21 12:30:08 main:581] : INFO : Epoch 882 | loss: 0.0311861 | val_loss: 0.0311908 | Time: 1452.91 ms [2020-12-21 12:30:09 main:581] : INFO : Epoch 883 | loss: 0.0311873 | val_loss: 0.0312009 | Time: 1476.33 ms [2020-12-21 12:30:11 main:581] : INFO : Epoch 884 | loss: 0.0311885 | val_loss: 0.0311917 | Time: 1442.79 ms [2020-12-21 12:30:12 main:581] : INFO : Epoch 885 | loss: 0.0311857 | val_loss: 0.0311908 | Time: 1452.53 ms [2020-12-21 12:30:14 main:581] : INFO : Epoch 886 | loss: 0.0311861 | val_loss: 0.0311931 | Time: 1460.62 ms [2020-12-21 12:30:15 main:581] : INFO : Epoch 887 | loss: 0.0311867 | val_loss: 0.0311912 | Time: 1469.02 ms [2020-12-21 12:30:17 main:581] : INFO : Epoch 888 | loss: 0.0311863 | val_loss: 0.0311914 | Time: 1427.71 ms [2020-12-21 12:30:18 main:581] : INFO : Epoch 889 | loss: 0.0311861 | val_loss: 0.0311912 | Time: 1458.92 ms [2020-12-21 12:30:19 main:581] : INFO : Epoch 890 | loss: 0.031186 | val_loss: 0.0311912 | Time: 1466.71 ms [2020-12-21 12:30:21 main:581] : INFO : Epoch 891 | loss: 0.031186 | val_loss: 0.031191 | Time: 1489.53 ms [2020-12-21 12:30:22 main:581] : INFO : Epoch 892 | loss: 0.031187 | val_loss: 0.0311953 | Time: 1469.43 ms [2020-12-21 12:30:24 main:581] : INFO : Epoch 893 | loss: 0.0311879 | val_loss: 0.0311912 | Time: 1486.49 ms [2020-12-21 12:30:25 main:581] : INFO : Epoch 894 | loss: 0.0311867 | val_loss: 0.0311922 | Time: 1461.22 ms [2020-12-21 12:30:27 main:581] : INFO : Epoch 895 | loss: 0.031186 | val_loss: 0.0311939 | Time: 1484.21 ms [2020-12-21 12:30:28 main:581] : INFO : Epoch 896 | loss: 0.0311891 | val_loss: 0.0311949 | Time: 1473.41 ms [2020-12-21 12:30:30 main:581] : INFO : Epoch 897 | loss: 0.0311884 | val_loss: 0.0311918 | Time: 1443.19 ms [2020-12-21 12:30:31 main:581] : INFO : Epoch 898 | loss: 0.0311856 | val_loss: 0.031193 | Time: 1441.34 ms [2020-12-21 12:30:33 main:581] : INFO : Epoch 899 | loss: 0.0311861 | val_loss: 0.0311921 | Time: 1467.6 ms [2020-12-21 12:30:34 main:581] : INFO : Epoch 900 | loss: 0.0311858 | val_loss: 0.0311914 | Time: 1450.49 ms [2020-12-21 12:30:36 main:581] : INFO : Epoch 901 | loss: 0.0311853 | val_loss: 0.0311911 | Time: 1428.13 ms [2020-12-21 12:30:37 main:581] : INFO : Epoch 902 | loss: 0.0311854 | val_loss: 0.0311934 | Time: 1450.72 ms [2020-12-21 12:30:38 main:581] : INFO : Epoch 903 | loss: 0.0311859 | val_loss: 0.0311935 | Time: 1429.74 ms [2020-12-21 12:30:40 main:581] : INFO : Epoch 904 | loss: 0.0311853 | val_loss: 0.0311918 | Time: 1426.55 ms [2020-12-21 12:30:41 main:581] : INFO : Epoch 905 | loss: 0.0311854 | val_loss: 0.0311919 | Time: 1431.15 ms [2020-12-21 12:30:43 main:581] : INFO : Epoch 906 | loss: 0.0311847 | val_loss: 0.0311919 | Time: 1425.75 ms [2020-12-21 12:30:44 main:581] : INFO : Epoch 907 | loss: 0.0311864 | val_loss: 0.0311923 | Time: 1446.21 ms [2020-12-21 12:30:46 main:581] : INFO : Epoch 908 | loss: 0.0311861 | val_loss: 0.0311946 | Time: 1465.14 ms [2020-12-21 12:30:47 main:581] : INFO : Epoch 909 | loss: 0.0311859 | val_loss: 0.031196 | Time: 1431.9 ms [2020-12-21 12:30:48 main:581] : INFO : Epoch 910 | loss: 0.0311856 | val_loss: 0.0311906 | Time: 1430.12 ms [2020-12-21 12:30:50 main:581] : INFO : Epoch 911 | loss: 0.0311844 | val_loss: 0.0311942 | Time: 1452.37 ms [2020-12-21 12:30:51 main:581] : INFO : Epoch 912 | loss: 0.0311872 | val_loss: 0.0311954 | Time: 1455.52 ms [2020-12-21 12:30:53 main:581] : INFO : Epoch 913 | loss: 0.0311872 | val_loss: 0.0311919 | Time: 1424.8 ms [2020-12-21 12:30:54 main:581] : INFO : Epoch 914 | loss: 0.0311866 | val_loss: 0.0311934 | Time: 1435.86 ms [2020-12-21 12:30:56 main:581] : INFO : Epoch 915 | loss: 0.0311842 | val_loss: 0.0311905 | Time: 1425.28 ms [2020-12-21 12:30:57 main:581] : INFO : Epoch 916 | loss: 0.031184 | val_loss: 0.0311923 | Time: 1441.75 ms [2020-12-21 12:30:59 main:581] : INFO : Epoch 917 | loss: 0.0311839 | val_loss: 0.0311908 | Time: 1400.32 ms [2020-12-21 12:31:00 main:581] : INFO : Epoch 918 | loss: 0.0311851 | val_loss: 0.0311918 | Time: 1393.6 ms [2020-12-21 12:31:01 main:581] : INFO : Epoch 919 | loss: 0.0311844 | val_loss: 0.0311906 | Time: 1405.68 ms [2020-12-21 12:31:03 main:581] : INFO : Epoch 920 | loss: 0.031184 | val_loss: 0.0311906 | Time: 1426.54 ms [2020-12-21 12:31:04 main:581] : INFO : Epoch 921 | loss: 0.0311841 | val_loss: 0.0311913 | Time: 1414.15 ms [2020-12-21 12:31:06 main:581] : INFO : Epoch 922 | loss: 0.0311835 | val_loss: 0.0311913 | Time: 1401.12 ms [2020-12-21 12:31:07 main:581] : INFO : Epoch 923 | loss: 0.0311835 | val_loss: 0.0311909 | Time: 1432.97 ms [2020-12-21 12:31:08 main:581] : INFO : Epoch 924 | loss: 0.0311835 | val_loss: 0.0311915 | Time: 1424.51 ms [2020-12-21 12:31:10 main:581] : INFO : Epoch 925 | loss: 0.0311838 | val_loss: 0.0311915 | Time: 1396.15 ms [2020-12-21 12:31:11 main:581] : INFO : Epoch 926 | loss: 0.031183 | val_loss: 0.0311913 | Time: 1441.36 ms [2020-12-21 12:31:13 main:581] : INFO : Epoch 927 | loss: 0.0311838 | val_loss: 0.0311921 | Time: 1472.74 ms [2020-12-21 12:31:14 main:581] : INFO : Epoch 928 | loss: 0.0311842 | val_loss: 0.0311958 | Time: 1414.59 ms [2020-12-21 12:31:16 main:581] : INFO : Epoch 929 | loss: 0.0311849 | val_loss: 0.0311917 | Time: 1426.81 ms [2020-12-21 12:31:17 main:581] : INFO : Epoch 930 | loss: 0.0311858 | val_loss: 0.0311917 | Time: 1413.26 ms [2020-12-21 12:31:18 main:581] : INFO : Epoch 931 | loss: 0.0311842 | val_loss: 0.0311948 | Time: 1400.27 ms [2020-12-21 12:31:20 main:581] : INFO : Epoch 932 | loss: 0.0311837 | val_loss: 0.0311907 | Time: 1431.25 ms [2020-12-21 12:31:21 main:581] : INFO : Epoch 933 | loss: 0.0311843 | val_loss: 0.0311913 | Time: 1427.57 ms [2020-12-21 12:31:23 main:581] : INFO : Epoch 934 | loss: 0.031184 | val_loss: 0.0311926 | Time: 1401.81 ms [2020-12-21 12:31:24 main:581] : INFO : Epoch 935 | loss: 0.0311835 | val_loss: 0.0311943 | Time: 1402.81 ms [2020-12-21 12:31:25 main:581] : INFO : Epoch 936 | loss: 0.031185 | val_loss: 0.031191 | Time: 1404.88 ms [2020-12-21 12:31:27 main:581] : INFO : Epoch 937 | loss: 0.0311852 | val_loss: 0.0311919 | Time: 1420.92 ms [2020-12-21 12:31:28 main:581] : INFO : Epoch 938 | loss: 0.0311851 | val_loss: 0.0311904 | Time: 1413.24 ms [2020-12-21 12:31:30 main:581] : INFO : Epoch 939 | loss: 0.031186 | val_loss: 0.0311964 | Time: 1423.21 ms [2020-12-21 12:31:31 main:581] : INFO : Epoch 940 | loss: 0.0311872 | val_loss: 0.0311929 | Time: 1418.51 ms [2020-12-21 12:31:33 main:581] : INFO : Epoch 941 | loss: 0.0311847 | val_loss: 0.0311916 | Time: 1419.58 ms [2020-12-21 12:31:34 main:581] : INFO : Epoch 942 | loss: 0.0311848 | val_loss: 0.0311913 | Time: 1434.39 ms [2020-12-21 12:31:35 main:581] : INFO : Epoch 943 | loss: 0.0311849 | val_loss: 0.031195 | Time: 1423.67 ms [2020-12-21 12:31:37 main:581] : INFO : Epoch 944 | loss: 0.0311856 | val_loss: 0.0311954 | Time: 1427.24 ms [2020-12-21 12:31:38 main:581] : INFO : Epoch 945 | loss: 0.0311829 | val_loss: 0.0311903 | Time: 1425.69 ms [2020-12-21 12:31:40 main:581] : INFO : Epoch 946 | loss: 0.0311826 | val_loss: 0.031192 | Time: 1408.55 ms [2020-12-21 12:31:41 main:581] : INFO : Epoch 947 | loss: 0.0311831 | val_loss: 0.0311901 | Time: 1507.78 ms [2020-12-21 12:31:43 main:581] : INFO : Epoch 948 | loss: 0.0311829 | val_loss: 0.0311939 | Time: 1464.16 ms [2020-12-21 12:31:44 main:581] : INFO : Epoch 949 | loss: 0.0311846 | val_loss: 0.0311941 | Time: 1465.91 ms [2020-12-21 12:31:46 main:581] : INFO : Epoch 950 | loss: 0.0311848 | val_loss: 0.0311954 | Time: 1461.3 ms [2020-12-21 12:31:47 main:581] : INFO : Epoch 951 | loss: 0.0311835 | val_loss: 0.0311927 | Time: 1457.67 ms [2020-12-21 12:31:48 main:581] : INFO : Epoch 952 | loss: 0.031192 | val_loss: 0.0312029 | Time: 1449.45 ms [2020-12-21 12:31:50 main:581] : INFO : Epoch 953 | loss: 0.0311944 | val_loss: 0.0311941 | Time: 1442.6 ms [2020-12-21 12:31:51 main:581] : INFO : Epoch 954 | loss: 0.0311876 | val_loss: 0.0311934 | Time: 1456.99 ms [2020-12-21 12:31:53 main:581] : INFO : Epoch 955 | loss: 0.0311865 | val_loss: 0.0311927 | Time: 1452.07 ms [2020-12-21 12:31:54 main:581] : INFO : Epoch 956 | loss: 0.0311862 | val_loss: 0.0311922 | Time: 1462.11 ms [2020-12-21 12:31:56 main:581] : INFO : Epoch 957 | loss: 0.031185 | val_loss: 0.0311913 | Time: 1463.99 ms [2020-12-21 12:31:57 main:581] : INFO : Epoch 958 | loss: 0.0311847 | val_loss: 0.0311924 | Time: 1462.44 ms [2020-12-21 12:31:59 main:581] : INFO : Epoch 959 | loss: 0.0311842 | val_loss: 0.0311979 | Time: 1455.27 ms [2020-12-21 12:32:00 main:581] : INFO : Epoch 960 | loss: 0.0311852 | val_loss: 0.0311911 | Time: 1450.91 ms [2020-12-21 12:32:02 main:581] : INFO : Epoch 961 | loss: 0.0311835 | val_loss: 0.0311915 | Time: 1473.66 ms [2020-12-21 12:32:03 main:581] : INFO : Epoch 962 | loss: 0.0311835 | val_loss: 0.031192 | Time: 1446.68 ms [2020-12-21 12:32:05 main:581] : INFO : Epoch 963 | loss: 0.0311838 | val_loss: 0.0311939 | Time: 1455.15 ms [2020-12-21 12:32:06 main:581] : INFO : Epoch 964 | loss: 0.0311851 | val_loss: 0.0311912 | Time: 1475.33 ms [2020-12-21 12:32:07 main:581] : INFO : Epoch 965 | loss: 0.0311845 | val_loss: 0.0311947 | Time: 1464.88 ms [2020-12-21 12:32:09 main:581] : INFO : Epoch 966 | loss: 0.0311863 | val_loss: 0.0311949 | Time: 1468.42 ms [2020-12-21 12:32:10 main:581] : INFO : Epoch 967 | loss: 0.0311882 | val_loss: 0.0311933 | Time: 1432.88 ms [2020-12-21 12:32:12 main:581] : INFO : Epoch 968 | loss: 0.0311888 | val_loss: 0.0311925 | Time: 1422.96 ms [2020-12-21 12:32:13 main:581] : INFO : Epoch 969 | loss: 0.0311877 | val_loss: 0.0311928 | Time: 1443.56 ms [2020-12-21 12:32:15 main:581] : INFO : Epoch 970 | loss: 0.031188 | val_loss: 0.0311934 | Time: 1437.59 ms [2020-12-21 12:32:16 main:581] : INFO : Epoch 971 | loss: 0.0311879 | val_loss: 0.031192 | Time: 1432.4 ms [2020-12-21 12:32:18 main:581] : INFO : Epoch 972 | loss: 0.0311884 | val_loss: 0.0311951 | Time: 1439.07 ms [2020-12-21 12:32:19 main:581] : INFO : Epoch 973 | loss: 0.0311869 | val_loss: 0.0311916 | Time: 1428.67 ms [2020-12-21 12:32:20 main:581] : INFO : Epoch 974 | loss: 0.0311863 | val_loss: 0.031194 | Time: 1425.71 ms [2020-12-21 12:32:22 main:581] : INFO : Epoch 975 | loss: 0.0311856 | val_loss: 0.0311926 | Time: 1423.09 ms [2020-12-21 12:32:23 main:581] : INFO : Epoch 976 | loss: 0.0311867 | val_loss: 0.0311922 | Time: 1424.25 ms [2020-12-21 12:32:25 main:581] : INFO : Epoch 977 | loss: 0.0311884 | val_loss: 0.0311925 | Time: 1447.17 ms [2020-12-21 12:32:26 main:581] : INFO : Epoch 978 | loss: 0.0311864 | val_loss: 0.0311917 | Time: 1438.04 ms [2020-12-21 12:32:28 main:581] : INFO : Epoch 979 | loss: 0.0311851 | val_loss: 0.0311919 | Time: 1434.76 ms [2020-12-21 12:32:29 main:581] : INFO : Epoch 980 | loss: 0.0311861 | val_loss: 0.031193 | Time: 1440.59 ms [2020-12-21 12:32:30 main:581] : INFO : Epoch 981 | loss: 0.0311849 | val_loss: 0.0311924 | Time: 1448.58 ms [2020-12-21 12:32:32 main:581] : INFO : Epoch 982 | loss: 0.0311844 | val_loss: 0.0311911 | Time: 1436.05 ms [2020-12-21 12:32:33 main:581] : INFO : Epoch 983 | loss: 0.0311856 | val_loss: 0.031192 | Time: 1459.09 ms [2020-12-21 12:32:35 main:581] : INFO : Epoch 984 | loss: 0.031185 | val_loss: 0.0311925 | Time: 1460.66 ms [2020-12-21 12:32:36 main:581] : INFO : Epoch 985 | loss: 0.0311854 | val_loss: 0.0311984 | Time: 1486.94 ms [2020-12-21 12:32:38 main:581] : INFO : Epoch 986 | loss: 0.0311904 | val_loss: 0.0311954 | Time: 1439.05 ms [2020-12-21 12:32:39 main:581] : INFO : Epoch 987 | loss: 0.0311847 | val_loss: 0.0311918 | Time: 1452.88 ms [2020-12-21 12:32:41 main:581] : INFO : Epoch 988 | loss: 0.0311846 | val_loss: 0.031192 | Time: 1466.6 ms [2020-12-21 12:32:42 main:581] : INFO : Epoch 989 | loss: 0.031184 | val_loss: 0.0311932 | Time: 1477.46 ms [2020-12-21 12:32:44 main:581] : INFO : Epoch 990 | loss: 0.0311832 | val_loss: 0.0311919 | Time: 1457.07 ms [2020-12-21 12:32:45 main:581] : INFO : Epoch 991 | loss: 0.0311836 | val_loss: 0.031192 | Time: 1444.44 ms [2020-12-21 12:32:46 main:581] : INFO : Epoch 992 | loss: 0.031185 | val_loss: 0.0311935 | Time: 1444.41 ms [2020-12-21 12:32:48 main:581] : INFO : Epoch 993 | loss: 0.0311844 | val_loss: 0.0311947 | Time: 1427.99 ms [2020-12-21 12:32:49 main:581] : INFO : Epoch 994 | loss: 0.031184 | val_loss: 0.0311924 | Time: 1439.23 ms [2020-12-21 12:32:51 main:581] : INFO : Epoch 995 | loss: 0.0311838 | val_loss: 0.0311911 | Time: 1431.13 ms [2020-12-21 12:32:52 main:581] : INFO : Epoch 996 | loss: 0.0311848 | val_loss: 0.0311904 | Time: 1423.56 ms [2020-12-21 12:32:54 main:581] : INFO : Epoch 997 | loss: 0.0311841 | val_loss: 0.0311917 | Time: 1403.34 ms [2020-12-21 12:32:55 main:581] : INFO : Epoch 998 | loss: 0.0311845 | val_loss: 0.0311919 | Time: 1400.45 ms [2020-12-21 12:32:56 main:581] : INFO : Epoch 999 | loss: 0.0311842 | val_loss: 0.0311895 | Time: 1425.36 ms [2020-12-21 12:32:58 main:581] : INFO : Epoch 1000 | loss: 0.0311845 | val_loss: 0.0311919 | Time: 1400.34 ms [2020-12-21 12:32:59 main:581] : INFO : Epoch 1001 | loss: 0.0311858 | val_loss: 0.0311921 | Time: 1426.33 ms [2020-12-21 12:33:01 main:581] : INFO : Epoch 1002 | loss: 0.0311844 | val_loss: 0.0311899 | Time: 1459.79 ms [2020-12-21 12:33:02 main:581] : INFO : Epoch 1003 | loss: 0.0311838 | val_loss: 0.0311945 | Time: 1454.99 ms [2020-12-21 12:33:04 main:581] : INFO : Epoch 1004 | loss: 0.0311835 | val_loss: 0.0311903 | Time: 1447.19 ms [2020-12-21 12:33:05 main:581] : INFO : Epoch 1005 | loss: 0.0311849 | val_loss: 0.0311899 | Time: 1429.95 ms [2020-12-21 12:33:06 main:581] : INFO : Epoch 1006 | loss: 0.0311855 | val_loss: 0.0311901 | Time: 1447.2 ms [2020-12-21 12:33:08 main:581] : INFO : Epoch 1007 | loss: 0.0311836 | val_loss: 0.0311899 | Time: 1433.33 ms [2020-12-21 12:33:09 main:581] : INFO : Epoch 1008 | loss: 0.0311857 | val_loss: 0.031199 | Time: 1447.47 ms [2020-12-21 12:33:11 main:581] : INFO : Epoch 1009 | loss: 0.0311854 | val_loss: 0.0311922 | Time: 1466.12 ms [2020-12-21 12:33:12 main:581] : INFO : Epoch 1010 | loss: 0.0311833 | val_loss: 0.03119 | Time: 1424.99 ms [2020-12-21 12:33:14 main:581] : INFO : Epoch 1011 | loss: 0.0311827 | val_loss: 0.0311891 | Time: 1438.86 ms [2020-12-21 12:33:15 main:581] : INFO : Epoch 1012 | loss: 0.0311829 | val_loss: 0.0311921 | Time: 1447.75 ms [2020-12-21 12:33:17 main:581] : INFO : Epoch 1013 | loss: 0.0311858 | val_loss: 0.0311903 | Time: 1436.72 ms [2020-12-21 12:33:18 main:581] : INFO : Epoch 1014 | loss: 0.0311838 | val_loss: 0.031191 | Time: 1445.07 ms [2020-12-21 12:33:19 main:581] : INFO : Epoch 1015 | loss: 0.031182 | val_loss: 0.0311907 | Time: 1453.2 ms [2020-12-21 12:33:21 main:581] : INFO : Epoch 1016 | loss: 0.0311841 | val_loss: 0.0311899 | Time: 1473.07 ms [2020-12-21 12:33:22 main:581] : INFO : Epoch 1017 | loss: 0.0311833 | val_loss: 0.0311926 | Time: 1423.82 ms [2020-12-21 12:33:24 main:581] : INFO : Epoch 1018 | loss: 0.0311834 | val_loss: 0.0311892 | Time: 1438.42 ms [2020-12-21 12:33:25 main:581] : INFO : Epoch 1019 | loss: 0.0311828 | val_loss: 0.0311884 | Time: 1441.93 ms [2020-12-21 12:33:27 main:581] : INFO : Epoch 1020 | loss: 0.0311828 | val_loss: 0.0311896 | Time: 1437 ms [2020-12-21 12:33:28 main:581] : INFO : Epoch 1021 | loss: 0.0311827 | val_loss: 0.0311889 | Time: 1438.44 ms [2020-12-21 12:33:30 main:581] : INFO : Epoch 1022 | loss: 0.0311825 | val_loss: 0.031191 | Time: 1443.72 ms [2020-12-21 12:33:31 main:581] : INFO : Epoch 1023 | loss: 0.0311839 | val_loss: 0.0311897 | Time: 1433.96 ms [2020-12-21 12:33:32 main:581] : INFO : Epoch 1024 | loss: 0.0311845 | val_loss: 0.0311893 | Time: 1446.07 ms [2020-12-21 12:33:32 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311893 [2020-12-21 12:33:32 main:610] : INFO : Saving end state to config to file [2020-12-21 12:33:32 main:615] : INFO : Success, exiting.. 12:33:32 (1968013): 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)