Task 3711682
| Name | ParityMachine-1605152388-3187-15_1 |
| Workunit | 1898913 |
| Created | 17 Jan 2021, 13:13:45 UTC |
| Sent | 17 Jan 2021, 13:15:48 UTC |
| Report deadline | 24 Jan 2021, 13:15:48 UTC |
| Received | 18 Jan 2021, 1:51:31 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7870 |
| Run time | 25 min 4 sec |
| CPU time | 24 min 37 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 6,946.81 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.65 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> n:574] : INFO : Epoch 514 | loss: 0.031199 | val_loss: 0.0312017 | Time: 1459.27 ms [2021-01-17 20:03:33 main:574] : INFO : Epoch 515 | loss: 0.0311994 | val_loss: 0.031208 | Time: 1438.53 ms [2021-01-17 20:03:34 main:574] : INFO : Epoch 516 | loss: 0.0312031 | val_loss: 0.0312034 | Time: 1437.39 ms [2021-01-17 20:03:36 main:574] : INFO : Epoch 517 | loss: 0.0311997 | val_loss: 0.0312009 | Time: 1490.49 ms [2021-01-17 20:03:37 main:574] : INFO : Epoch 518 | loss: 0.0312008 | val_loss: 0.0312012 | Time: 1519.42 ms [2021-01-17 20:03:39 main:574] : INFO : Epoch 519 | loss: 0.0311981 | val_loss: 0.0312008 | Time: 1514.84 ms [2021-01-17 20:03:40 main:574] : INFO : Epoch 520 | loss: 0.031199 | val_loss: 0.031209 | Time: 1433.45 ms [2021-01-17 20:03:42 main:574] : INFO : Epoch 521 | loss: 0.0312 | val_loss: 0.0312036 | Time: 1431.17 ms [2021-01-17 20:03:43 main:574] : INFO : Epoch 522 | loss: 0.0311982 | val_loss: 0.0312004 | Time: 1422.07 ms [2021-01-17 20:03:45 main:574] : INFO : Epoch 523 | loss: 0.031197 | val_loss: 0.031202 | Time: 1429.23 ms [2021-01-17 20:03:46 main:574] : INFO : Epoch 524 | loss: 0.0311977 | val_loss: 0.0312 | Time: 1475.31 ms [2021-01-17 20:03:48 main:574] : INFO : Epoch 525 | loss: 0.031198 | val_loss: 0.0312026 | Time: 1448.3 ms [2021-01-17 20:03:49 main:574] : INFO : Epoch 526 | loss: 0.0311976 | val_loss: 0.0311998 | Time: 1426.41 ms [2021-01-17 20:03:51 main:574] : INFO : Epoch 527 | loss: 0.0311966 | val_loss: 0.0311999 | Time: 1427.08 ms [2021-01-17 20:03:52 main:574] : INFO : Epoch 528 | loss: 0.0312003 | val_loss: 0.0312049 | Time: 1447.59 ms [2021-01-17 20:03:54 main:574] : INFO : Epoch 529 | loss: 0.0311982 | val_loss: 0.0312044 | Time: 1503.59 ms [2021-01-17 20:03:55 main:574] : INFO : Epoch 530 | loss: 0.0311967 | val_loss: 0.0312013 | Time: 1504.48 ms [2021-01-17 20:03:56 main:574] : INFO : Epoch 531 | loss: 0.0311997 | val_loss: 0.0312071 | Time: 1441.42 ms [2021-01-17 20:03:58 main:574] : INFO : Epoch 532 | loss: 0.0311975 | val_loss: 0.0312026 | Time: 1433.5 ms [2021-01-17 20:03:59 main:574] : INFO : Epoch 533 | loss: 0.0311971 | val_loss: 0.0312014 | Time: 1442.78 ms [2021-01-17 20:04:01 main:574] : INFO : Epoch 534 | loss: 0.0311976 | val_loss: 0.0312018 | Time: 1434.95 ms [2021-01-17 20:04:02 main:574] : INFO : Epoch 535 | loss: 0.0311974 | val_loss: 0.0312005 | Time: 1476.05 ms [2021-01-17 20:04:04 main:574] : INFO : Epoch 536 | loss: 0.0311972 | val_loss: 0.0312004 | Time: 1442.81 ms [2021-01-17 20:04:05 main:574] : INFO : Epoch 537 | loss: 0.0311974 | val_loss: 0.0312045 | Time: 1448.3 ms [2021-01-17 20:04:07 main:574] : INFO : Epoch 538 | loss: 0.0311977 | val_loss: 0.031201 | Time: 1432.47 ms [2021-01-17 20:04:08 main:574] : INFO : Epoch 539 | loss: 0.0311964 | val_loss: 0.031201 | Time: 1439.41 ms [2021-01-17 20:04:10 main:574] : INFO : Epoch 540 | loss: 0.0311966 | val_loss: 0.0312018 | Time: 1485.98 ms [2021-01-17 20:04:11 main:574] : INFO : Epoch 541 | loss: 0.0311971 | val_loss: 0.0312022 | Time: 1481.93 ms [2021-01-17 20:04:13 main:574] : INFO : Epoch 542 | loss: 0.0311962 | val_loss: 0.031202 | Time: 1445.14 ms [2021-01-17 20:04:14 main:574] : INFO : Epoch 543 | loss: 0.0312002 | val_loss: 0.0312013 | Time: 1449.41 ms [2021-01-17 20:04:15 main:574] : INFO : Epoch 544 | loss: 0.0311982 | val_loss: 0.0312023 | Time: 1424.45 ms [2021-01-17 20:04:17 main:574] : INFO : Epoch 545 | loss: 0.031199 | val_loss: 0.0312 | Time: 1443.6 ms [2021-01-17 20:04:18 main:574] : INFO : Epoch 546 | loss: 0.0311996 | val_loss: 0.0311991 | Time: 1480.94 ms [2021-01-17 20:04:20 main:574] : INFO : Epoch 547 | loss: 0.0311978 | val_loss: 0.0312003 | Time: 1431.17 ms [2021-01-17 20:04:21 main:574] : INFO : Epoch 548 | loss: 0.0311974 | val_loss: 0.0311998 | Time: 1441.82 ms [2021-01-17 20:04:23 main:574] : INFO : Epoch 549 | loss: 0.0311964 | val_loss: 0.0312007 | Time: 1449.48 ms [2021-01-17 20:04:24 main:574] : INFO : Epoch 550 | loss: 0.0311963 | val_loss: 0.0311994 | Time: 1439.66 ms [2021-01-17 20:04:26 main:574] : INFO : Epoch 551 | loss: 0.0311978 | val_loss: 0.0312002 | Time: 1493.39 ms [2021-01-17 20:04:27 main:574] : INFO : Epoch 552 | loss: 0.0311984 | val_loss: 0.0312055 | Time: 1497.42 ms [2021-01-17 20:04:29 main:574] : INFO : Epoch 553 | loss: 0.0311998 | val_loss: 0.0312015 | Time: 1440.17 ms [2021-01-17 20:04:30 main:574] : INFO : Epoch 554 | loss: 0.0312067 | val_loss: 0.0312402 | Time: 1443.11 ms [2021-01-17 20:04:32 main:574] : INFO : Epoch 555 | loss: 0.03347 | val_loss: 0.0341045 | Time: 1435.86 ms [2021-01-17 20:04:33 main:574] : INFO : Epoch 556 | loss: 0.0434345 | val_loss: 0.0424256 | Time: 1422.89 ms [2021-01-17 20:04:34 main:574] : INFO : Epoch 557 | loss: 0.0349621 | val_loss: 0.0317419 | Time: 1466.85 ms [2021-01-17 20:04:36 main:574] : INFO : Epoch 558 | loss: 0.0317661 | val_loss: 0.0313417 | Time: 1434.47 ms [2021-01-17 20:04:37 main:574] : INFO : Epoch 559 | loss: 0.0313248 | val_loss: 0.0312616 | Time: 1426.54 ms [2021-01-17 20:04:39 main:574] : INFO : Epoch 560 | loss: 0.031255 | val_loss: 0.0312433 | Time: 1437.12 ms [2021-01-17 20:04:40 main:574] : INFO : Epoch 561 | loss: 0.0312423 | val_loss: 0.0312387 | Time: 1445.39 ms [2021-01-17 20:04:42 main:574] : INFO : Epoch 562 | loss: 0.0312381 | val_loss: 0.0312344 | Time: 1486.54 ms [2021-01-17 20:04:43 main:574] : INFO : Epoch 563 | loss: 0.0312355 | val_loss: 0.031232 | Time: 1499.44 ms [2021-01-17 20:04:45 main:574] : INFO : Epoch 564 | loss: 0.031233 | val_loss: 0.0312304 | Time: 1438.95 ms [2021-01-17 20:04:46 main:574] : INFO : Epoch 565 | loss: 0.0312312 | val_loss: 0.0312289 | Time: 1430.91 ms [2021-01-17 20:04:48 main:574] : INFO : Epoch 566 | loss: 0.0312299 | val_loss: 0.0312278 | Time: 1441.71 ms [2021-01-17 20:04:49 main:574] : INFO : Epoch 567 | loss: 0.0312288 | val_loss: 0.0312261 | Time: 1435.93 ms [2021-01-17 20:04:51 main:574] : INFO : Epoch 568 | loss: 0.0312274 | val_loss: 0.0312254 | Time: 1476.66 ms [2021-01-17 20:04:52 main:574] : INFO : Epoch 569 | loss: 0.0312267 | val_loss: 0.0312246 | Time: 1448.81 ms [2021-01-17 20:04:53 main:574] : INFO : Epoch 570 | loss: 0.0312257 | val_loss: 0.0312237 | Time: 1436.85 ms [2021-01-17 20:04:55 main:574] : INFO : Epoch 571 | loss: 0.0312251 | val_loss: 0.0312235 | Time: 1566.63 ms [2021-01-17 20:04:57 main:574] : INFO : Epoch 572 | loss: 0.0312243 | val_loss: 0.0312229 | Time: 1606.35 ms [2021-01-17 20:04:58 main:574] : INFO : Epoch 573 | loss: 0.0312239 | val_loss: 0.0312226 | Time: 1624.12 ms [2021-01-17 20:05:00 main:574] : INFO : Epoch 574 | loss: 0.0312234 | val_loss: 0.0312223 | Time: 1430.83 ms [2021-01-17 20:05:01 main:574] : INFO : Epoch 575 | loss: 0.0312233 | val_loss: 0.0312219 | Time: 1446.86 ms [2021-01-17 20:05:03 main:574] : INFO : Epoch 576 | loss: 0.0312225 | val_loss: 0.0312212 | Time: 1435.16 ms [2021-01-17 20:05:04 main:574] : INFO : Epoch 577 | loss: 0.0312222 | val_loss: 0.0312211 | Time: 1426.45 ms [2021-01-17 20:05:06 main:574] : INFO : Epoch 578 | loss: 0.0312218 | val_loss: 0.0312209 | Time: 1445.5 ms [2021-01-17 20:05:07 main:574] : INFO : Epoch 579 | loss: 0.0312214 | val_loss: 0.0312208 | Time: 1449.79 ms [2021-01-17 20:05:08 main:574] : INFO : Epoch 580 | loss: 0.0312207 | val_loss: 0.0312203 | Time: 1434.15 ms [2021-01-17 20:05:10 main:574] : INFO : Epoch 581 | loss: 0.0312205 | val_loss: 0.0312202 | Time: 1437.8 ms [2021-01-17 20:05:11 main:574] : INFO : Epoch 582 | loss: 0.0312203 | val_loss: 0.0312199 | Time: 1431.23 ms [2021-01-17 20:05:13 main:574] : INFO : Epoch 583 | loss: 0.0312199 | val_loss: 0.03122 | Time: 1424.57 ms [2021-01-17 20:05:14 main:574] : INFO : Epoch 584 | loss: 0.03122 | val_loss: 0.0312197 | Time: 1519.29 ms [2021-01-17 20:05:16 main:574] : INFO : Epoch 585 | loss: 0.031219 | val_loss: 0.0312194 | Time: 1437.12 ms [2021-01-17 20:05:17 main:574] : INFO : Epoch 586 | loss: 0.0312187 | val_loss: 0.0312196 | Time: 1423.71 ms [2021-01-17 20:05:19 main:574] : INFO : Epoch 587 | loss: 0.0312186 | val_loss: 0.0312188 | Time: 1439.66 ms [2021-01-17 20:05:20 main:574] : INFO : Epoch 588 | loss: 0.0312179 | val_loss: 0.0312185 | Time: 1431.43 ms [2021-01-17 20:05:21 main:574] : INFO : Epoch 589 | loss: 0.0312175 | val_loss: 0.0312184 | Time: 1420.95 ms [2021-01-17 20:05:23 main:574] : INFO : Epoch 590 | loss: 0.0312172 | val_loss: 0.0312186 | Time: 1455.68 ms [2021-01-17 20:05:24 main:574] : INFO : Epoch 591 | loss: 0.0312169 | val_loss: 0.0312183 | Time: 1422.53 ms [2021-01-17 20:05:26 main:574] : INFO : Epoch 592 | loss: 0.0312173 | val_loss: 0.0312163 | Time: 1429.78 ms [2021-01-17 20:05:27 main:574] : INFO : Epoch 593 | loss: 0.0312168 | val_loss: 0.0312161 | Time: 1427.56 ms [2021-01-17 20:05:29 main:574] : INFO : Epoch 594 | loss: 0.0312169 | val_loss: 0.0312168 | Time: 1430.34 ms [2021-01-17 20:05:30 main:574] : INFO : Epoch 595 | loss: 0.0312169 | val_loss: 0.0312158 | Time: 1462.18 ms [2021-01-17 20:05:32 main:574] : INFO : Epoch 596 | loss: 0.0312172 | val_loss: 0.0312159 | Time: 1432.63 ms [2021-01-17 20:05:33 main:574] : INFO : Epoch 597 | loss: 0.0312164 | val_loss: 0.0312158 | Time: 1429.54 ms [2021-01-17 20:05:34 main:574] : INFO : Epoch 598 | loss: 0.0312167 | val_loss: 0.0312153 | Time: 1435.54 ms [2021-01-17 20:05:36 main:574] : INFO : Epoch 599 | loss: 0.0312164 | val_loss: 0.031216 | Time: 1444.21 ms [2021-01-17 20:05:37 main:574] : INFO : Epoch 600 | loss: 0.0312161 | val_loss: 0.0312153 | Time: 1452.99 ms [2021-01-17 20:05:39 main:574] : INFO : Epoch 601 | loss: 0.0312161 | val_loss: 0.0312152 | Time: 1542.07 ms [2021-01-17 20:05:40 main:574] : INFO : Epoch 602 | loss: 0.0312154 | val_loss: 0.0312142 | Time: 1430.38 ms [2021-01-17 20:05:42 main:574] : INFO : Epoch 603 | loss: 0.0312146 | val_loss: 0.0312152 | Time: 1423.57 ms [2021-01-17 20:05:43 main:574] : INFO : Epoch 604 | loss: 0.0312152 | val_loss: 0.0312156 | Time: 1429.94 ms [2021-01-17 20:05:45 main:574] : INFO : Epoch 605 | loss: 0.031215 | val_loss: 0.0312139 | Time: 1437.66 ms [2021-01-17 20:05:46 main:574] : INFO : Epoch 606 | loss: 0.0312138 | val_loss: 0.0312155 | Time: 1466.07 ms [2021-01-17 20:05:48 main:574] : INFO : Epoch 607 | loss: 0.0312132 | val_loss: 0.0312139 | Time: 1435.65 ms [2021-01-17 20:05:49 main:574] : INFO : Epoch 608 | loss: 0.0312118 | val_loss: 0.0312137 | Time: 1441.66 ms [2021-01-17 20:05:51 main:574] : INFO : Epoch 609 | loss: 0.0312118 | val_loss: 0.0312132 | Time: 1436.08 ms [2021-01-17 20:05:52 main:574] : INFO : Epoch 610 | loss: 0.0312112 | val_loss: 0.0312129 | Time: 1445.31 ms [2021-01-17 20:05:53 main:574] : INFO : Epoch 611 | loss: 0.0312109 | val_loss: 0.0312139 | Time: 1453.25 ms [2021-01-17 20:05:55 main:574] : INFO : Epoch 612 | loss: 0.0312105 | val_loss: 0.0312125 | Time: 1492.54 ms [2021-01-17 20:05:56 main:574] : INFO : Epoch 613 | loss: 0.0312098 | val_loss: 0.031213 | Time: 1438.94 ms [2021-01-17 20:05:58 main:574] : INFO : Epoch 614 | loss: 0.0312097 | val_loss: 0.0312118 | Time: 1432.8 ms [2021-01-17 20:05:59 main:574] : INFO : Epoch 615 | loss: 0.0312098 | val_loss: 0.0312126 | Time: 1440.44 ms [2021-01-17 20:06:01 main:574] : INFO : Epoch 616 | loss: 0.0312095 | val_loss: 0.0312106 | Time: 1433.71 ms [2021-01-17 20:06:02 main:574] : INFO : Epoch 617 | loss: 0.0312091 | val_loss: 0.0312105 | Time: 1487.78 ms [2021-01-17 20:06:04 main:574] : INFO : Epoch 618 | loss: 0.0312083 | val_loss: 0.0312131 | Time: 1424.67 ms [2021-01-17 20:06:05 main:574] : INFO : Epoch 619 | loss: 0.0312089 | val_loss: 0.0312111 | Time: 1423.97 ms [2021-01-17 20:06:07 main:574] : INFO : Epoch 620 | loss: 0.0312079 | val_loss: 0.0312109 | Time: 1428.56 ms [2021-01-17 20:06:08 main:574] : INFO : Epoch 621 | loss: 0.031208 | val_loss: 0.0312104 | Time: 1419.06 ms [2021-01-17 20:06:09 main:574] : INFO : Epoch 622 | loss: 0.0312078 | val_loss: 0.0312113 | Time: 1443.09 ms [2021-01-17 20:06:11 main:574] : INFO : Epoch 623 | loss: 0.0312072 | val_loss: 0.0312114 | Time: 1472.86 ms [2021-01-17 20:06:12 main:574] : INFO : Epoch 624 | loss: 0.0312074 | val_loss: 0.0312113 | Time: 1422.15 ms [2021-01-17 20:06:14 main:574] : INFO : Epoch 625 | loss: 0.0312065 | val_loss: 0.0312125 | Time: 1441.36 ms [2021-01-17 20:06:15 main:574] : INFO : Epoch 626 | loss: 0.0312068 | val_loss: 0.0312108 | Time: 1429.67 ms [2021-01-17 20:06:17 main:574] : INFO : Epoch 627 | loss: 0.0312062 | val_loss: 0.0312109 | Time: 1422.03 ms [2021-01-17 20:06:18 main:574] : INFO : Epoch 628 | loss: 0.0312059 | val_loss: 0.0312105 | Time: 1571.59 ms [2021-01-17 20:06:20 main:574] : INFO : Epoch 629 | loss: 0.0312073 | val_loss: 0.0312126 | Time: 1440.65 ms [2021-01-17 20:06:21 main:574] : INFO : Epoch 630 | loss: 0.031207 | val_loss: 0.0312118 | Time: 1432.86 ms [2021-01-17 20:06:23 main:574] : INFO : Epoch 631 | loss: 0.0312071 | val_loss: 0.0312104 | Time: 1434.47 ms [2021-01-17 20:06:24 main:574] : INFO : Epoch 632 | loss: 0.031207 | val_loss: 0.0312103 | Time: 1431.15 ms [2021-01-17 20:06:26 main:574] : INFO : Epoch 633 | loss: 0.0312065 | val_loss: 0.03121 | Time: 1458.54 ms [2021-01-17 20:06:27 main:574] : INFO : Epoch 634 | loss: 0.031206 | val_loss: 0.0312115 | Time: 1456.77 ms [2021-01-17 20:06:28 main:574] : INFO : Epoch 635 | loss: 0.0312058 | val_loss: 0.0312114 | Time: 1432.06 ms [2021-01-17 20:06:30 main:574] : INFO : Epoch 636 | loss: 0.0312059 | val_loss: 0.0312093 | Time: 1423.9 ms [2021-01-17 20:06:31 main:574] : INFO : Epoch 637 | loss: 0.0312054 | val_loss: 0.0312097 | Time: 1434.55 ms [2021-01-17 20:06:33 main:574] : INFO : Epoch 638 | loss: 0.0312057 | val_loss: 0.0312096 | Time: 1416.82 ms [2021-01-17 20:06:34 main:574] : INFO : Epoch 639 | loss: 0.0312056 | val_loss: 0.0312101 | Time: 1486.47 ms [2021-01-17 20:06:36 main:574] : INFO : Epoch 640 | loss: 0.0312063 | val_loss: 0.0312092 | Time: 1436.6 ms [2021-01-17 20:06:37 main:574] : INFO : Epoch 641 | loss: 0.0312061 | val_loss: 0.031209 | Time: 1420.93 ms [2021-01-17 20:06:39 main:574] : INFO : Epoch 642 | loss: 0.0312078 | val_loss: 0.0312122 | Time: 1427.83 ms [2021-01-17 20:06:40 main:574] : INFO : Epoch 643 | loss: 0.0312076 | val_loss: 0.03121 | Time: 1423.96 ms [2021-01-17 20:06:41 main:574] : INFO : Epoch 644 | loss: 0.0312075 | val_loss: 0.0312125 | Time: 1427.08 ms [2021-01-17 20:06:43 main:574] : INFO : Epoch 645 | loss: 0.0312083 | val_loss: 0.0312142 | Time: 1477.02 ms [2021-01-17 20:06:44 main:574] : INFO : Epoch 646 | loss: 0.0312059 | val_loss: 0.0312089 | Time: 1413.32 ms [2021-01-17 20:06:46 main:574] : INFO : Epoch 647 | loss: 0.0312046 | val_loss: 0.0312092 | Time: 1411.51 ms [2021-01-17 20:06:47 main:574] : INFO : Epoch 648 | loss: 0.0312053 | val_loss: 0.0312092 | Time: 1431.22 ms [2021-01-17 20:06:49 main:574] : INFO : Epoch 649 | loss: 0.0312047 | val_loss: 0.0312093 | Time: 1438.1 ms [2021-01-17 20:06:50 main:574] : INFO : Epoch 650 | loss: 0.0312043 | val_loss: 0.0312093 | Time: 1434.57 ms [2021-01-17 20:06:52 main:574] : INFO : Epoch 651 | loss: 0.0312052 | val_loss: 0.03121 | Time: 1435.66 ms [2021-01-17 20:06:53 main:574] : INFO : Epoch 652 | loss: 0.0312064 | val_loss: 0.0312085 | Time: 1428.2 ms [2021-01-17 20:06:54 main:574] : INFO : Epoch 653 | loss: 0.0312062 | val_loss: 0.0312155 | Time: 1459.87 ms [2021-01-17 20:06:56 main:574] : INFO : Epoch 654 | loss: 0.0312052 | val_loss: 0.03121 | Time: 1619.29 ms [2021-01-17 20:06:58 main:574] : INFO : Epoch 655 | loss: 0.031204 | val_loss: 0.0312098 | Time: 1622.66 ms [2021-01-17 20:06:59 main:574] : INFO : Epoch 656 | loss: 0.0312042 | val_loss: 0.0312099 | Time: 1452.6 ms [2021-01-17 20:07:01 main:574] : INFO : Epoch 657 | loss: 0.0312034 | val_loss: 0.0312097 | Time: 1435.16 ms [2021-01-17 20:07:02 main:574] : INFO : Epoch 658 | loss: 0.0312042 | val_loss: 0.0312104 | Time: 1431.08 ms [2021-01-17 20:07:03 main:574] : INFO : Epoch 659 | loss: 0.0312035 | val_loss: 0.0312095 | Time: 1411.76 ms [2021-01-17 20:07:05 main:574] : INFO : Epoch 660 | loss: 0.0312028 | val_loss: 0.0312107 | Time: 1412.88 ms [2021-01-17 20:07:06 main:574] : INFO : Epoch 661 | loss: 0.0312027 | val_loss: 0.0312107 | Time: 1458.24 ms [2021-01-17 20:07:08 main:574] : INFO : Epoch 662 | loss: 0.0312041 | val_loss: 0.0312084 | Time: 1421.92 ms [2021-01-17 20:07:09 main:574] : INFO : Epoch 663 | loss: 0.0312026 | val_loss: 0.0312082 | Time: 1439.17 ms [2021-01-17 20:07:11 main:574] : INFO : Epoch 664 | loss: 0.0312034 | val_loss: 0.0312087 | Time: 1423.77 ms [2021-01-17 20:07:12 main:574] : INFO : Epoch 665 | loss: 0.0312065 | val_loss: 0.0312102 | Time: 1423.22 ms [2021-01-17 20:07:14 main:574] : INFO : Epoch 666 | loss: 0.0312069 | val_loss: 0.0312087 | Time: 1493.61 ms [2021-01-17 20:07:15 main:574] : INFO : Epoch 667 | loss: 0.0312074 | val_loss: 0.0312095 | Time: 1471.12 ms [2021-01-17 20:07:17 main:574] : INFO : Epoch 668 | loss: 0.0312073 | val_loss: 0.0312126 | Time: 1408.64 ms [2021-01-17 20:07:18 main:574] : INFO : Epoch 669 | loss: 0.0312079 | val_loss: 0.0312146 | Time: 1423.38 ms [2021-01-17 20:07:19 main:574] : INFO : Epoch 670 | loss: 0.0312069 | val_loss: 0.0312081 | Time: 1418.05 ms [2021-01-17 20:07:21 main:574] : INFO : Epoch 671 | loss: 0.0312055 | val_loss: 0.0312089 | Time: 1417.81 ms [2021-01-17 20:07:22 main:574] : INFO : Epoch 672 | loss: 0.0312062 | val_loss: 0.0312103 | Time: 1469.64 ms [2021-01-17 20:07:24 main:574] : INFO : Epoch 673 | loss: 0.0312052 | val_loss: 0.0312073 | Time: 1412.69 ms [2021-01-17 20:07:25 main:574] : INFO : Epoch 674 | loss: 0.0312032 | val_loss: 0.0312072 | Time: 1430.49 ms [2021-01-17 20:07:27 main:574] : INFO : Epoch 675 | loss: 0.0312028 | val_loss: 0.0312081 | Time: 1421.81 ms [2021-01-17 20:07:28 main:574] : INFO : Epoch 676 | loss: 0.0312031 | val_loss: 0.0312079 | Time: 1412.41 ms [2021-01-17 20:07:29 main:574] : INFO : Epoch 677 | loss: 0.0312036 | val_loss: 0.0312105 | Time: 1435.93 ms [2021-01-17 20:07:31 main:574] : INFO : Epoch 678 | loss: 0.0312059 | val_loss: 0.0312095 | Time: 1473.03 ms [2021-01-17 20:07:32 main:574] : INFO : Epoch 679 | loss: 0.0312056 | val_loss: 0.0312086 | Time: 1426.35 ms [2021-01-17 20:07:34 main:574] : INFO : Epoch 680 | loss: 0.0312062 | val_loss: 0.031209 | Time: 1431.56 ms [2021-01-17 20:07:35 main:574] : INFO : Epoch 681 | loss: 0.031205 | val_loss: 0.0312097 | Time: 1435.69 ms [2021-01-17 20:07:37 main:574] : INFO : Epoch 682 | loss: 0.031208 | val_loss: 0.03121 | Time: 1422.62 ms [2021-01-17 20:07:38 main:574] : INFO : Epoch 683 | loss: 0.0312061 | val_loss: 0.0312097 | Time: 1522.34 ms [2021-01-17 20:07:40 main:574] : INFO : Epoch 684 | loss: 0.0312045 | val_loss: 0.0312087 | Time: 1448.51 ms [2021-01-17 20:07:41 main:574] : INFO : Epoch 685 | loss: 0.0312049 | val_loss: 0.03121 | Time: 1418.24 ms [2021-01-17 20:07:43 main:574] : INFO : Epoch 686 | loss: 0.0312041 | val_loss: 0.0312084 | Time: 1429.04 ms [2021-01-17 20:07:44 main:574] : INFO : Epoch 687 | loss: 0.0312045 | val_loss: 0.0312083 | Time: 1430.31 ms [2021-01-17 20:07:45 main:574] : INFO : Epoch 688 | loss: 0.031204 | val_loss: 0.031208 | Time: 1435 ms [2021-01-17 20:07:47 main:574] : INFO : Epoch 689 | loss: 0.031204 | val_loss: 0.0312093 | Time: 1473.4 ms [2021-01-17 20:07:48 main:574] : INFO : Epoch 690 | loss: 0.0312057 | val_loss: 0.0312098 | Time: 1438.65 ms [2021-01-17 20:07:50 main:574] : INFO : Epoch 691 | loss: 0.0312035 | val_loss: 0.031207 | Time: 1432.37 ms [2021-01-17 20:07:51 main:574] : INFO : Epoch 692 | loss: 0.0312037 | val_loss: 0.031208 | Time: 1435.37 ms [2021-01-17 20:07:53 main:574] : INFO : Epoch 693 | loss: 0.0312046 | val_loss: 0.031208 | Time: 1434 ms [2021-01-17 20:07:54 main:574] : INFO : Epoch 694 | loss: 0.0312061 | val_loss: 0.0312071 | Time: 1521.58 ms [2021-01-17 20:07:56 main:574] : INFO : Epoch 695 | loss: 0.0312045 | val_loss: 0.031212 | Time: 1435.53 ms [2021-01-17 20:07:57 main:574] : INFO : Epoch 696 | loss: 0.0312069 | val_loss: 0.0312071 | Time: 1432.2 ms [2021-01-17 20:07:59 main:574] : INFO : Epoch 697 | loss: 0.0312059 | val_loss: 0.0312095 | Time: 1412.71 ms [2021-01-17 20:08:00 main:574] : INFO : Epoch 698 | loss: 0.0312055 | val_loss: 0.0312182 | Time: 1421.9 ms [2021-01-17 20:08:01 main:574] : INFO : Epoch 699 | loss: 0.031208 | val_loss: 0.0312121 | Time: 1448.05 ms [2021-01-17 20:08:03 main:574] : INFO : Epoch 700 | loss: 0.0312041 | val_loss: 0.0312076 | Time: 1454.14 ms [2021-01-17 20:08:04 main:574] : INFO : Epoch 701 | loss: 0.0312029 | val_loss: 0.0312098 | Time: 1412.01 ms [2021-01-17 20:08:06 main:574] : INFO : Epoch 702 | loss: 0.031204 | val_loss: 0.0312086 | Time: 1422.75 ms [2021-01-17 20:08:07 main:574] : INFO : Epoch 703 | loss: 0.0312028 | val_loss: 0.031208 | Time: 1433.47 ms [2021-01-17 20:08:09 main:574] : INFO : Epoch 704 | loss: 0.0312026 | val_loss: 0.0312083 | Time: 1421.59 ms [2021-01-17 20:08:10 main:574] : INFO : Epoch 705 | loss: 0.0312039 | val_loss: 0.0312068 | Time: 1482.24 ms [2021-01-17 20:08:12 main:574] : INFO : Epoch 706 | loss: 0.0312028 | val_loss: 0.0312066 | Time: 1449.99 ms [2021-01-17 20:08:13 main:574] : INFO : Epoch 707 | loss: 0.0312045 | val_loss: 0.031207 | Time: 1428.45 ms [2021-01-17 20:08:14 main:574] : INFO : Epoch 708 | loss: 0.0312038 | val_loss: 0.0312066 | Time: 1427.48 ms [2021-01-17 20:08:16 main:574] : INFO : Epoch 709 | loss: 0.0312031 | val_loss: 0.0312055 | Time: 1432.38 ms [2021-01-17 20:08:17 main:574] : INFO : Epoch 710 | loss: 0.0312026 | val_loss: 0.0312065 | Time: 1436.62 ms [2021-01-17 20:08:19 main:574] : INFO : Epoch 711 | loss: 0.0312019 | val_loss: 0.0312078 | Time: 1478.18 ms [2021-01-17 20:08:20 main:574] : INFO : Epoch 712 | loss: 0.0312035 | val_loss: 0.0312074 | Time: 1432.37 ms [2021-01-17 20:08:22 main:574] : INFO : Epoch 713 | loss: 0.0312041 | val_loss: 0.0312091 | Time: 1428.66 ms [2021-01-17 20:08:23 main:574] : INFO : Epoch 714 | loss: 0.0312046 | val_loss: 0.031207 | Time: 1419.94 ms [2021-01-17 20:08:25 main:574] : INFO : Epoch 715 | loss: 0.0312061 | val_loss: 0.0312129 | Time: 1418.69 ms [2021-01-17 20:08:26 main:574] : INFO : Epoch 716 | loss: 0.0312085 | val_loss: 0.031208 | Time: 1462.42 ms [2021-01-17 20:08:28 main:574] : INFO : Epoch 717 | loss: 0.0312047 | val_loss: 0.031207 | Time: 1430.5 ms [2021-01-17 20:08:29 main:574] : INFO : Epoch 718 | loss: 0.0312039 | val_loss: 0.0312071 | Time: 1431.27 ms [2021-01-17 20:08:30 main:574] : INFO : Epoch 719 | loss: 0.0312035 | val_loss: 0.0312077 | Time: 1423 ms [2021-01-17 20:08:32 main:574] : INFO : Epoch 720 | loss: 0.0312058 | val_loss: 0.0312061 | Time: 1415.77 ms [2021-01-17 20:08:33 main:574] : INFO : Epoch 721 | loss: 0.0312041 | val_loss: 0.0312068 | Time: 1429.77 ms [2021-01-17 20:08:35 main:574] : INFO : Epoch 722 | loss: 0.0312023 | val_loss: 0.0312097 | Time: 1517.36 ms [2021-01-17 20:08:36 main:574] : INFO : Epoch 723 | loss: 0.0312042 | val_loss: 0.0312086 | Time: 1411.12 ms [2021-01-17 20:08:38 main:574] : INFO : Epoch 724 | loss: 0.0312052 | val_loss: 0.0312131 | Time: 1423.43 ms [2021-01-17 20:08:39 main:574] : INFO : Epoch 725 | loss: 0.0312036 | val_loss: 0.0312084 | Time: 1435.38 ms [2021-01-17 20:08:40 main:574] : INFO : Epoch 726 | loss: 0.0312006 | val_loss: 0.0312066 | Time: 1417.68 ms [2021-01-17 20:08:42 main:574] : INFO : Epoch 727 | loss: 0.031202 | val_loss: 0.0312059 | Time: 1436.22 ms [2021-01-17 20:08:43 main:574] : INFO : Epoch 728 | loss: 0.0312038 | val_loss: 0.0312111 | Time: 1430.12 ms [2021-01-17 20:08:45 main:574] : INFO : Epoch 729 | loss: 0.0312136 | val_loss: 0.0312158 | Time: 1422.75 ms [2021-01-17 20:08:46 main:574] : INFO : Epoch 730 | loss: 0.0312091 | val_loss: 0.0312097 | Time: 1419.18 ms [2021-01-17 20:08:48 main:574] : INFO : Epoch 731 | loss: 0.0312073 | val_loss: 0.0312093 | Time: 1411.96 ms [2021-01-17 20:08:49 main:574] : INFO : Epoch 732 | loss: 0.0312059 | val_loss: 0.0312102 | Time: 1431.21 ms [2021-01-17 20:08:51 main:574] : INFO : Epoch 733 | loss: 0.0312056 | val_loss: 0.0312086 | Time: 1499.18 ms [2021-01-17 20:08:52 main:574] : INFO : Epoch 734 | loss: 0.0312043 | val_loss: 0.0312074 | Time: 1416.5 ms [2021-01-17 20:08:53 main:574] : INFO : Epoch 735 | loss: 0.0312051 | val_loss: 0.0312093 | Time: 1432.93 ms [2021-01-17 20:08:55 main:574] : INFO : Epoch 736 | loss: 0.0312069 | val_loss: 0.0312065 | Time: 1527.29 ms [2021-01-17 20:08:57 main:574] : INFO : Epoch 737 | loss: 0.0312056 | val_loss: 0.0312074 | Time: 1523 ms [2021-01-17 20:08:58 main:574] : INFO : Epoch 738 | loss: 0.0312059 | val_loss: 0.0312094 | Time: 1600.21 ms [2021-01-17 20:09:00 main:574] : INFO : Epoch 739 | loss: 0.0312065 | val_loss: 0.0312079 | Time: 1448.88 ms [2021-01-17 20:09:01 main:574] : INFO : Epoch 740 | loss: 0.0312066 | val_loss: 0.0312088 | Time: 1438.4 ms [2021-01-17 20:09:03 main:574] : INFO : Epoch 741 | loss: 0.0312085 | val_loss: 0.0312137 | Time: 1443.34 ms [2021-01-17 20:09:04 main:574] : INFO : Epoch 742 | loss: 0.0312076 | val_loss: 0.031214 | Time: 1427.02 ms [2021-01-17 20:09:05 main:574] : INFO : Epoch 743 | loss: 0.0312113 | val_loss: 0.0312192 | Time: 1413.42 ms [2021-01-17 20:09:07 main:574] : INFO : Epoch 744 | loss: 0.0312115 | val_loss: 0.0312159 | Time: 1461.2 ms [2021-01-17 20:09:08 main:574] : INFO : Epoch 745 | loss: 0.031213 | val_loss: 0.0312186 | Time: 1436.61 ms [2021-01-17 20:09:10 main:574] : INFO : Epoch 746 | loss: 0.0312104 | val_loss: 0.0312126 | Time: 1416.28 ms [2021-01-17 20:09:11 main:574] : INFO : Epoch 747 | loss: 0.0312094 | val_loss: 0.0312135 | Time: 1439.25 ms [2021-01-17 20:09:13 main:574] : INFO : Epoch 748 | loss: 0.0312084 | val_loss: 0.0312121 | Time: 1430.36 ms [2021-01-17 20:09:14 main:574] : INFO : Epoch 749 | loss: 0.0312075 | val_loss: 0.0312119 | Time: 1532.03 ms [2021-01-17 20:09:16 main:574] : INFO : Epoch 750 | loss: 0.0312096 | val_loss: 0.0312161 | Time: 1444.61 ms [2021-01-17 20:09:17 main:574] : INFO : Epoch 751 | loss: 0.0312094 | val_loss: 0.0312152 | Time: 1438.84 ms [2021-01-17 20:09:19 main:574] : INFO : Epoch 752 | loss: 0.0312079 | val_loss: 0.0312179 | Time: 1419.39 ms [2021-01-17 20:09:20 main:574] : INFO : Epoch 753 | loss: 0.0312081 | val_loss: 0.0312133 | Time: 1418.01 ms [2021-01-17 20:09:21 main:574] : INFO : Epoch 754 | loss: 0.0312073 | val_loss: 0.0312138 | Time: 1419.55 ms [2021-01-17 20:09:23 main:574] : INFO : Epoch 755 | loss: 0.0312071 | val_loss: 0.0312171 | Time: 1492.01 ms [2021-01-17 20:09:24 main:574] : INFO : Epoch 756 | loss: 0.0312066 | val_loss: 0.0312153 | Time: 1435.57 ms [2021-01-17 20:09:26 main:574] : INFO : Epoch 757 | loss: 0.0312073 | val_loss: 0.031215 | Time: 1430.58 ms [2021-01-17 20:09:27 main:574] : INFO : Epoch 758 | loss: 0.0312047 | val_loss: 0.0312138 | Time: 1423.57 ms [2021-01-17 20:09:29 main:574] : INFO : Epoch 759 | loss: 0.0312046 | val_loss: 0.0312129 | Time: 1429.02 ms [2021-01-17 20:09:30 main:574] : INFO : Epoch 760 | loss: 0.0312057 | val_loss: 0.031215 | Time: 1537.05 ms [2021-01-17 20:09:32 main:574] : INFO : Epoch 761 | loss: 0.0312062 | val_loss: 0.0312141 | Time: 1435.86 ms [2021-01-17 20:09:33 main:574] : INFO : Epoch 762 | loss: 0.0312053 | val_loss: 0.0312161 | Time: 1434.15 ms [2021-01-17 20:09:35 main:574] : INFO : Epoch 763 | loss: 0.0312047 | val_loss: 0.0312128 | Time: 1433.79 ms [2021-01-17 20:09:36 main:574] : INFO : Epoch 764 | loss: 0.0312074 | val_loss: 0.0312122 | Time: 1417.49 ms [2021-01-17 20:09:37 main:574] : INFO : Epoch 765 | loss: 0.0312072 | val_loss: 0.0312139 | Time: 1443.9 ms [2021-01-17 20:09:39 main:574] : INFO : Epoch 766 | loss: 0.0312054 | val_loss: 0.0312191 | Time: 1455.45 ms [2021-01-17 20:09:40 main:574] : INFO : Epoch 767 | loss: 0.0312063 | val_loss: 0.0312146 | Time: 1441.13 ms [2021-01-17 20:09:42 main:574] : INFO : Epoch 768 | loss: 0.0312075 | val_loss: 0.0312166 | Time: 1437.92 ms [2021-01-17 20:09:43 main:574] : INFO : Epoch 769 | loss: 0.0312048 | val_loss: 0.0312145 | Time: 1421.45 ms [2021-01-17 20:09:45 main:574] : INFO : Epoch 770 | loss: 0.0312025 | val_loss: 0.0312138 | Time: 1430.14 ms [2021-01-17 20:09:46 main:574] : INFO : Epoch 771 | loss: 0.0312026 | val_loss: 0.0312183 | Time: 1553.48 ms [2021-01-17 20:09:48 main:574] : INFO : Epoch 772 | loss: 0.0312036 | val_loss: 0.0312229 | Time: 1431.93 ms [2021-01-17 20:09:49 main:574] : INFO : Epoch 773 | loss: 0.0312043 | val_loss: 0.0312148 | Time: 1450.04 ms [2021-01-17 20:09:51 main:574] : INFO : Epoch 774 | loss: 0.0312032 | val_loss: 0.0312173 | Time: 1420.35 ms [2021-01-17 20:09:52 main:574] : INFO : Epoch 775 | loss: 0.0312033 | val_loss: 0.0312166 | Time: 1415.86 ms [2021-01-17 20:09:53 main:574] : INFO : Epoch 776 | loss: 0.0312062 | val_loss: 0.0312155 | Time: 1429.71 ms [2021-01-17 20:09:55 main:574] : INFO : Epoch 777 | loss: 0.0312029 | val_loss: 0.0312122 | Time: 1452.22 ms [2021-01-17 20:09:56 main:574] : INFO : Epoch 778 | loss: 0.0312034 | val_loss: 0.031215 | Time: 1425.5 ms [2021-01-17 20:09:58 main:574] : INFO : Epoch 779 | loss: 0.0312041 | val_loss: 0.0312204 | Time: 1439.69 ms [2021-01-17 20:09:59 main:574] : INFO : Epoch 780 | loss: 0.0312035 | val_loss: 0.0312132 | Time: 1418.51 ms [2021-01-17 20:10:01 main:574] : INFO : Epoch 781 | loss: 0.0312011 | val_loss: 0.0312132 | Time: 1419.6 ms [2021-01-17 20:10:02 main:574] : INFO : Epoch 782 | loss: 0.0312015 | val_loss: 0.0312142 | Time: 1499.03 ms [2021-01-17 20:10:04 main:574] : INFO : Epoch 783 | loss: 0.0312026 | val_loss: 0.0312126 | Time: 1438.65 ms [2021-01-17 20:10:05 main:574] : INFO : Epoch 784 | loss: 0.0312016 | val_loss: 0.0312134 | Time: 1421.59 ms [2021-01-17 20:10:06 main:574] : INFO : Epoch 785 | loss: 0.0312037 | val_loss: 0.0312129 | Time: 1432.55 ms [2021-01-17 20:10:08 main:574] : INFO : Epoch 786 | loss: 0.0312021 | val_loss: 0.0312131 | Time: 1430.59 ms [2021-01-17 20:10:09 main:574] : INFO : Epoch 787 | loss: 0.0312039 | val_loss: 0.0312231 | Time: 1444.17 ms [2021-01-17 20:10:11 main:574] : INFO : Epoch 788 | loss: 0.0312051 | val_loss: 0.0312171 | Time: 1473.78 ms [2021-01-17 20:10:12 main:574] : INFO : Epoch 789 | loss: 0.0312038 | val_loss: 0.0312133 | Time: 1454.98 ms [2021-01-17 20:10:14 main:574] : INFO : Epoch 790 | loss: 0.0312019 | val_loss: 0.031213 | Time: 1430.17 ms [2021-01-17 20:10:15 main:574] : INFO : Epoch 791 | loss: 0.0312024 | val_loss: 0.031215 | Time: 1443.08 ms [2021-01-17 20:10:17 main:574] : INFO : Epoch 792 | loss: 0.0312046 | val_loss: 0.0312142 | Time: 1428.16 ms [2021-01-17 20:10:18 main:574] : INFO : Epoch 793 | loss: 0.0312045 | val_loss: 0.0312132 | Time: 1532.57 ms [2021-01-17 20:10:20 main:574] : INFO : Epoch 794 | loss: 0.0312012 | val_loss: 0.0312134 | Time: 1443.66 ms [2021-01-17 20:10:21 main:574] : INFO : Epoch 795 | loss: 0.0311997 | val_loss: 0.0312138 | Time: 1426.84 ms [2021-01-17 20:10:23 main:574] : INFO : Epoch 796 | loss: 0.0312027 | val_loss: 0.0312124 | Time: 1430.49 ms [2021-01-17 20:10:24 main:574] : INFO : Epoch 797 | loss: 0.031203 | val_loss: 0.0312132 | Time: 1421.66 ms [2021-01-17 20:10:25 main:574] : INFO : Epoch 798 | loss: 0.0312003 | val_loss: 0.0312114 | Time: 1414.8 ms [2021-01-17 20:10:27 main:574] : INFO : Epoch 799 | loss: 0.0312013 | val_loss: 0.0312139 | Time: 1461.04 ms [2021-01-17 20:10:28 main:574] : INFO : Epoch 800 | loss: 0.0312015 | val_loss: 0.0312122 | Time: 1443.91 ms [2021-01-17 20:10:30 main:574] : INFO : Epoch 801 | loss: 0.0312008 | val_loss: 0.0312117 | Time: 1419.05 ms [2021-01-17 20:10:31 main:574] : INFO : Epoch 802 | loss: 0.0312013 | val_loss: 0.0312137 | Time: 1432.72 ms [2021-01-17 20:10:33 main:574] : INFO : Epoch 803 | loss: 0.0312015 | val_loss: 0.0312127 | Time: 1436.46 ms [2021-01-17 20:10:34 main:574] : INFO : Epoch 804 | loss: 0.0312004 | val_loss: 0.0312149 | Time: 1544.93 ms [2021-01-17 20:10:36 main:574] : INFO : Epoch 805 | loss: 0.0312016 | val_loss: 0.0312133 | Time: 1460.65 ms [2021-01-17 20:10:37 main:574] : INFO : Epoch 806 | loss: 0.0312035 | val_loss: 0.0312132 | Time: 1433.32 ms [2021-01-17 20:10:39 main:574] : INFO : Epoch 807 | loss: 0.0312023 | val_loss: 0.0312147 | Time: 1425.56 ms [2021-01-17 20:10:40 main:574] : INFO : Epoch 808 | loss: 0.0312012 | val_loss: 0.0312127 | Time: 1424.39 ms [2021-01-17 20:10:41 main:574] : INFO : Epoch 809 | loss: 0.0312012 | val_loss: 0.031214 | Time: 1428.7 ms [2021-01-17 20:10:43 main:574] : INFO : Epoch 810 | loss: 0.0312008 | val_loss: 0.0312141 | Time: 1446.3 ms [2021-01-17 20:10:44 main:574] : INFO : Epoch 811 | loss: 0.0312008 | val_loss: 0.0312137 | Time: 1430.47 ms [2021-01-17 20:10:46 main:574] : INFO : Epoch 812 | loss: 0.0312035 | val_loss: 0.0312111 | Time: 1430.66 ms [2021-01-17 20:10:47 main:574] : INFO : Epoch 813 | loss: 0.0312037 | val_loss: 0.0312133 | Time: 1420.18 ms [2021-01-17 20:10:49 main:574] : INFO : Epoch 814 | loss: 0.031202 | val_loss: 0.0312075 | Time: 1429.95 ms [2021-01-17 20:10:50 main:574] : INFO : Epoch 815 | loss: 0.0312022 | val_loss: 0.0312103 | Time: 1462.02 ms [2021-01-17 20:10:52 main:574] : INFO : Epoch 816 | loss: 0.0312017 | val_loss: 0.0312088 | Time: 1447.09 ms [2021-01-17 20:10:53 main:574] : INFO : Epoch 817 | loss: 0.0312011 | val_loss: 0.0312098 | Time: 1436.91 ms [2021-01-17 20:10:54 main:574] : INFO : Epoch 818 | loss: 0.0312009 | val_loss: 0.03121 | Time: 1463.97 ms [2021-01-17 20:10:56 main:574] : INFO : Epoch 819 | loss: 0.0312048 | val_loss: 0.0312176 | Time: 1603.42 ms [2021-01-17 20:10:58 main:574] : INFO : Epoch 820 | loss: 0.0312064 | val_loss: 0.0312126 | Time: 1604.08 ms [2021-01-17 20:10:59 main:574] : INFO : Epoch 821 | loss: 0.0312044 | val_loss: 0.0312089 | Time: 1496.83 ms [2021-01-17 20:11:01 main:574] : INFO : Epoch 822 | loss: 0.0312039 | val_loss: 0.0312093 | Time: 1417.53 ms [2021-01-17 20:11:02 main:574] : INFO : Epoch 823 | loss: 0.0312022 | val_loss: 0.0312138 | Time: 1432.25 ms [2021-01-17 20:11:03 main:574] : INFO : Epoch 824 | loss: 0.0312057 | val_loss: 0.0312129 | Time: 1417.01 ms [2021-01-17 20:11:05 main:574] : INFO : Epoch 825 | loss: 0.0312053 | val_loss: 0.0312114 | Time: 1413.06 ms [2021-01-17 20:11:06 main:574] : INFO : Epoch 826 | loss: 0.0312039 | val_loss: 0.0312078 | Time: 1471.69 ms [2021-01-17 20:11:08 main:574] : INFO : Epoch 827 | loss: 0.0312047 | val_loss: 0.031208 | Time: 1434.28 ms [2021-01-17 20:11:09 main:574] : INFO : Epoch 828 | loss: 0.031204 | val_loss: 0.0312094 | Time: 1419.64 ms [2021-01-17 20:11:11 main:574] : INFO : Epoch 829 | loss: 0.0312017 | val_loss: 0.0312103 | Time: 1441.44 ms [2021-01-17 20:11:12 main:574] : INFO : Epoch 830 | loss: 0.0312038 | val_loss: 0.0312072 | Time: 1427.97 ms [2021-01-17 20:11:14 main:574] : INFO : Epoch 831 | loss: 0.0312047 | val_loss: 0.031208 | Time: 1481.19 ms [2021-01-17 20:11:15 main:574] : INFO : Epoch 832 | loss: 0.0312038 | val_loss: 0.0312059 | Time: 1542.35 ms [2021-01-17 20:11:17 main:574] : INFO : Epoch 833 | loss: 0.0312029 | val_loss: 0.0312052 | Time: 1433.26 ms [2021-01-17 20:11:18 main:574] : INFO : Epoch 834 | loss: 0.0312001 | val_loss: 0.0312041 | Time: 1428.44 ms [2021-01-17 20:11:20 main:574] : INFO : Epoch 835 | loss: 0.0311995 | val_loss: 0.0312039 | Time: 1439.03 ms [2021-01-17 20:11:21 main:574] : INFO : Epoch 836 | loss: 0.0312005 | val_loss: 0.0312153 | Time: 1431.87 ms [2021-01-17 20:11:22 main:574] : INFO : Epoch 837 | loss: 0.0312035 | val_loss: 0.0312105 | Time: 1454.38 ms [2021-01-17 20:11:24 main:574] : INFO : Epoch 838 | loss: 0.0312006 | val_loss: 0.0312086 | Time: 1427.57 ms [2021-01-17 20:11:25 main:574] : INFO : Epoch 839 | loss: 0.031203 | val_loss: 0.0312043 | Time: 1429.5 ms [2021-01-17 20:11:27 main:574] : INFO : Epoch 840 | loss: 0.0312038 | val_loss: 0.0312063 | Time: 1413.59 ms [2021-01-17 20:11:28 main:574] : INFO : Epoch 841 | loss: 0.0312014 | val_loss: 0.0312047 | Time: 1423.89 ms [2021-01-17 20:11:30 main:574] : INFO : Epoch 842 | loss: 0.0312007 | val_loss: 0.031205 | Time: 1453.87 ms [2021-01-17 20:11:31 main:574] : INFO : Epoch 843 | loss: 0.0311994 | val_loss: 0.0312055 | Time: 1466.49 ms [2021-01-17 20:11:33 main:574] : INFO : Epoch 844 | loss: 0.0311989 | val_loss: 0.0312113 | Time: 1437.55 ms [2021-01-17 20:11:34 main:574] : INFO : Epoch 845 | loss: 0.0312029 | val_loss: 0.0312095 | Time: 1440.39 ms [2021-01-17 20:11:35 main:574] : INFO : Epoch 846 | loss: 0.0312013 | val_loss: 0.0312068 | Time: 1438.56 ms [2021-01-17 20:11:37 main:574] : INFO : Epoch 847 | loss: 0.0311995 | val_loss: 0.0312082 | Time: 1439.35 ms [2021-01-17 20:11:38 main:574] : INFO : Epoch 848 | loss: 0.0312023 | val_loss: 0.0312062 | Time: 1499.85 ms [2021-01-17 20:11:40 main:574] : INFO : Epoch 849 | loss: 0.0312003 | val_loss: 0.0312073 | Time: 1439.66 ms [2021-01-17 20:11:41 main:574] : INFO : Epoch 850 | loss: 0.031202 | val_loss: 0.0312102 | Time: 1431.44 ms [2021-01-17 20:11:43 main:574] : INFO : Epoch 851 | loss: 0.0312044 | val_loss: 0.0312116 | Time: 1420.86 ms [2021-01-17 20:11:44 main:574] : INFO : Epoch 852 | loss: 0.0312009 | val_loss: 0.0312135 | Time: 1427.04 ms [2021-01-17 20:11:46 main:574] : INFO : Epoch 853 | loss: 0.0312013 | val_loss: 0.0312078 | Time: 1446.08 ms [2021-01-17 20:11:47 main:574] : INFO : Epoch 854 | loss: 0.0312041 | val_loss: 0.031208 | Time: 1451.66 ms [2021-01-17 20:11:49 main:574] : INFO : Epoch 855 | loss: 0.0312004 | val_loss: 0.0312078 | Time: 1442.09 ms [2021-01-17 20:11:50 main:574] : INFO : Epoch 856 | loss: 0.0312018 | val_loss: 0.0312065 | Time: 1434.06 ms [2021-01-17 20:11:51 main:574] : INFO : Epoch 857 | loss: 0.0312033 | val_loss: 0.0312132 | Time: 1436.86 ms [2021-01-17 20:11:53 main:574] : INFO : Epoch 858 | loss: 0.031204 | val_loss: 0.0312071 | Time: 1432.77 ms [2021-01-17 20:11:54 main:574] : INFO : Epoch 859 | loss: 0.0312029 | val_loss: 0.0312063 | Time: 1543.82 ms [2021-01-17 20:11:56 main:574] : INFO : Epoch 860 | loss: 0.0312025 | val_loss: 0.0312088 | Time: 1489.8 ms [2021-01-17 20:11:58 main:574] : INFO : Epoch 861 | loss: 0.031203 | val_loss: 0.0312088 | Time: 1617.98 ms [2021-01-17 20:11:59 main:574] : INFO : Epoch 862 | loss: 0.0312019 | val_loss: 0.031215 | Time: 1580.46 ms [2021-01-17 20:12:01 main:574] : INFO : Epoch 863 | loss: 0.0312027 | val_loss: 0.031208 | Time: 1537.46 ms [2021-01-17 20:12:02 main:574] : INFO : Epoch 864 | loss: 0.0312009 | val_loss: 0.0312076 | Time: 1609.2 ms [2021-01-17 20:12:04 main:574] : INFO : Epoch 865 | loss: 0.0311999 | val_loss: 0.0312081 | Time: 1438.87 ms [2021-01-17 20:12:05 main:574] : INFO : Epoch 866 | loss: 0.0312022 | val_loss: 0.0312084 | Time: 1423.42 ms [2021-01-17 20:12:07 main:574] : INFO : Epoch 867 | loss: 0.0312001 | val_loss: 0.0312093 | Time: 1441.74 ms [2021-01-17 20:12:08 main:574] : INFO : Epoch 868 | loss: 0.0312026 | val_loss: 0.0312089 | Time: 1441.2 ms [2021-01-17 20:12:10 main:574] : INFO : Epoch 869 | loss: 0.0312013 | val_loss: 0.0312071 | Time: 1448.1 ms [2021-01-17 20:12:11 main:574] : INFO : Epoch 870 | loss: 0.0312003 | val_loss: 0.0312068 | Time: 1522.05 ms [2021-01-17 20:12:13 main:574] : INFO : Epoch 871 | loss: 0.0312033 | val_loss: 0.0312104 | Time: 1433.91 ms [2021-01-17 20:12:14 main:574] : INFO : Epoch 872 | loss: 0.031208 | val_loss: 0.0312127 | Time: 1412.26 ms [2021-01-17 20:12:15 main:574] : INFO : Epoch 873 | loss: 0.031204 | val_loss: 0.0312062 | Time: 1434.54 ms [2021-01-17 20:12:17 main:574] : INFO : Epoch 874 | loss: 0.0312026 | val_loss: 0.0312049 | Time: 1423.57 ms [2021-01-17 20:12:18 main:574] : INFO : Epoch 875 | loss: 0.0312012 | val_loss: 0.031209 | Time: 1455.41 ms [2021-01-17 20:12:20 main:574] : INFO : Epoch 876 | loss: 0.0312023 | val_loss: 0.0312042 | Time: 1429.92 ms [2021-01-17 20:12:21 main:574] : INFO : Epoch 877 | loss: 0.031202 | val_loss: 0.0312096 | Time: 1430.77 ms [2021-01-17 20:12:23 main:574] : INFO : Epoch 878 | loss: 0.0312023 | val_loss: 0.0312066 | Time: 1427.1 ms [2021-01-17 20:12:24 main:574] : INFO : Epoch 879 | loss: 0.0311997 | val_loss: 0.0312038 | Time: 1435.88 ms [2021-01-17 20:12:26 main:574] : INFO : Epoch 880 | loss: 0.0311997 | val_loss: 0.0312042 | Time: 1488.86 ms [2021-01-17 20:12:27 main:574] : INFO : Epoch 881 | loss: 0.0311987 | val_loss: 0.031215 | Time: 1475.69 ms [2021-01-17 20:12:29 main:574] : INFO : Epoch 882 | loss: 0.0312047 | val_loss: 0.0312079 | Time: 1440.19 ms [2021-01-17 20:12:30 main:574] : INFO : Epoch 883 | loss: 0.0312002 | val_loss: 0.0312072 | Time: 1437.68 ms [2021-01-17 20:12:31 main:574] : INFO : Epoch 884 | loss: 0.0312002 | val_loss: 0.0312056 | Time: 1438.34 ms [2021-01-17 20:12:33 main:574] : INFO : Epoch 885 | loss: 0.031203 | val_loss: 0.0312108 | Time: 1436.89 ms [2021-01-17 20:12:34 main:574] : INFO : Epoch 886 | loss: 0.0311996 | val_loss: 0.0312093 | Time: 1482.95 ms [2021-01-17 20:12:36 main:574] : INFO : Epoch 887 | loss: 0.0312029 | val_loss: 0.031205 | Time: 1428.99 ms [2021-01-17 20:12:37 main:574] : INFO : Epoch 888 | loss: 0.0311992 | val_loss: 0.031205 | Time: 1443.87 ms [2021-01-17 20:12:39 main:574] : INFO : Epoch 889 | loss: 0.0311983 | val_loss: 0.031209 | Time: 1438.19 ms [2021-01-17 20:12:40 main:574] : INFO : Epoch 890 | loss: 0.0312031 | val_loss: 0.031207 | Time: 1426.71 ms [2021-01-17 20:12:42 main:574] : INFO : Epoch 891 | loss: 0.0312014 | val_loss: 0.0312062 | Time: 1456.31 ms [2021-01-17 20:12:43 main:574] : INFO : Epoch 892 | loss: 0.0312011 | val_loss: 0.0312117 | Time: 1493.06 ms [2021-01-17 20:12:45 main:574] : INFO : Epoch 893 | loss: 0.0312021 | val_loss: 0.0312119 | Time: 1425.79 ms [2021-01-17 20:12:46 main:574] : INFO : Epoch 894 | loss: 0.0311995 | val_loss: 0.0312053 | Time: 1455.16 ms [2021-01-17 20:12:47 main:574] : INFO : Epoch 895 | loss: 0.0311992 | val_loss: 0.0312058 | Time: 1431.66 ms [2021-01-17 20:12:49 main:574] : INFO : Epoch 896 | loss: 0.0312009 | val_loss: 0.0312075 | Time: 1426.04 ms [2021-01-17 20:12:50 main:574] : INFO : Epoch 897 | loss: 0.0311993 | val_loss: 0.0312056 | Time: 1480.34 ms [2021-01-17 20:12:52 main:574] : INFO : Epoch 898 | loss: 0.0312008 | val_loss: 0.0312079 | Time: 1432.77 ms [2021-01-17 20:12:53 main:574] : INFO : Epoch 899 | loss: 0.0312044 | val_loss: 0.0312122 | Time: 1433.24 ms [2021-01-17 20:12:55 main:574] : INFO : Epoch 900 | loss: 0.0312031 | val_loss: 0.0312111 | Time: 1482.45 ms [2021-01-17 20:12:56 main:574] : INFO : Epoch 901 | loss: 0.0312022 | val_loss: 0.0312123 | Time: 1634.79 ms [2021-01-17 20:12:58 main:574] : INFO : Epoch 902 | loss: 0.031203 | val_loss: 0.0312169 | Time: 1521.13 ms [2021-01-17 20:12:59 main:574] : INFO : Epoch 903 | loss: 0.0312046 | val_loss: 0.0312102 | Time: 1466.57 ms [2021-01-17 20:13:01 main:574] : INFO : Epoch 904 | loss: 0.031199 | val_loss: 0.031205 | Time: 1446.45 ms [2021-01-17 20:13:02 main:574] : INFO : Epoch 905 | loss: 0.0311987 | val_loss: 0.0312062 | Time: 1433.25 ms [2021-01-17 20:13:04 main:574] : INFO : Epoch 906 | loss: 0.031202 | val_loss: 0.031208 | Time: 1424.17 ms [2021-01-17 20:13:05 main:574] : INFO : Epoch 907 | loss: 0.0312032 | val_loss: 0.0312068 | Time: 1424.93 ms [2021-01-17 20:13:07 main:574] : INFO : Epoch 908 | loss: 0.0312007 | val_loss: 0.0312058 | Time: 1464.74 ms [2021-01-17 20:13:08 main:574] : INFO : Epoch 909 | loss: 0.0312009 | val_loss: 0.0312057 | Time: 1440.73 ms [2021-01-17 20:13:10 main:574] : INFO : Epoch 910 | loss: 0.031202 | val_loss: 0.0312139 | Time: 1443.49 ms [2021-01-17 20:13:11 main:574] : INFO : Epoch 911 | loss: 0.0312044 | val_loss: 0.0312134 | Time: 1432.7 ms [2021-01-17 20:13:12 main:574] : INFO : Epoch 912 | loss: 0.0312039 | val_loss: 0.0312106 | Time: 1435.91 ms [2021-01-17 20:13:14 main:574] : INFO : Epoch 913 | loss: 0.0312052 | val_loss: 0.031209 | Time: 1494.38 ms [2021-01-17 20:13:15 main:574] : INFO : Epoch 914 | loss: 0.031208 | val_loss: 0.0312088 | Time: 1470.73 ms [2021-01-17 20:13:17 main:574] : INFO : Epoch 915 | loss: 0.0312041 | val_loss: 0.0312048 | Time: 1447.23 ms [2021-01-17 20:13:18 main:574] : INFO : Epoch 916 | loss: 0.0312054 | val_loss: 0.031209 | Time: 1433.16 ms [2021-01-17 20:13:20 main:574] : INFO : Epoch 917 | loss: 0.0312055 | val_loss: 0.031207 | Time: 1440.43 ms [2021-01-17 20:13:21 main:574] : INFO : Epoch 918 | loss: 0.0312042 | val_loss: 0.0312078 | Time: 1424.11 ms [2021-01-17 20:13:23 main:574] : INFO : Epoch 919 | loss: 0.0312026 | val_loss: 0.0312052 | Time: 1461.64 ms [2021-01-17 20:13:24 main:574] : INFO : Epoch 920 | loss: 0.0312022 | val_loss: 0.0312059 | Time: 1443.11 ms [2021-01-17 20:13:26 main:574] : INFO : Epoch 921 | loss: 0.0312018 | val_loss: 0.031208 | Time: 1431.96 ms [2021-01-17 20:13:27 main:574] : INFO : Epoch 922 | loss: 0.0312039 | val_loss: 0.031208 | Time: 1424.99 ms [2021-01-17 20:13:29 main:574] : INFO : Epoch 923 | loss: 0.0312026 | val_loss: 0.0312068 | Time: 1434.57 ms [2021-01-17 20:13:30 main:574] : INFO : Epoch 924 | loss: 0.0312019 | val_loss: 0.0312045 | Time: 1469.26 ms [2021-01-17 20:13:31 main:574] : INFO : Epoch 925 | loss: 0.0312075 | val_loss: 0.0312145 | Time: 1437.45 ms [2021-01-17 20:13:33 main:574] : INFO : Epoch 926 | loss: 0.0312062 | val_loss: 0.0312097 | Time: 1437.92 ms [2021-01-17 20:13:34 main:574] : INFO : Epoch 927 | loss: 0.0312059 | val_loss: 0.0312125 | Time: 1438.82 ms [2021-01-17 20:13:36 main:574] : INFO : Epoch 928 | loss: 0.0312031 | val_loss: 0.0312092 | Time: 1431.82 ms [2021-01-17 20:13:37 main:574] : INFO : Epoch 929 | loss: 0.0312014 | val_loss: 0.0312067 | Time: 1433.06 ms [2021-01-17 20:13:39 main:574] : INFO : Epoch 930 | loss: 0.031203 | val_loss: 0.0312088 | Time: 1488.84 ms [2021-01-17 20:13:40 main:574] : INFO : Epoch 931 | loss: 0.0312011 | val_loss: 0.0312075 | Time: 1426.77 ms [2021-01-17 20:13:42 main:574] : INFO : Epoch 932 | loss: 0.031201 | val_loss: 0.0312063 | Time: 1445.97 ms [2021-01-17 20:13:43 main:574] : INFO : Epoch 933 | loss: 0.0312002 | val_loss: 0.0312065 | Time: 1441.6 ms [2021-01-17 20:13:44 main:574] : INFO : Epoch 934 | loss: 0.0311998 | val_loss: 0.0312087 | Time: 1424.68 ms [2021-01-17 20:13:46 main:574] : INFO : Epoch 935 | loss: 0.0312049 | val_loss: 0.0312099 | Time: 1498.83 ms [2021-01-17 20:13:47 main:574] : INFO : Epoch 936 | loss: 0.0312033 | val_loss: 0.0312164 | Time: 1465.13 ms [2021-01-17 20:13:49 main:574] : INFO : Epoch 937 | loss: 0.0312036 | val_loss: 0.0312119 | Time: 1433.44 ms [2021-01-17 20:13:50 main:574] : INFO : Epoch 938 | loss: 0.0312038 | val_loss: 0.0312112 | Time: 1441.23 ms [2021-01-17 20:13:52 main:574] : INFO : Epoch 939 | loss: 0.0312007 | val_loss: 0.0312092 | Time: 1426.44 ms [2021-01-17 20:13:53 main:574] : INFO : Epoch 940 | loss: 0.0312029 | val_loss: 0.031208 | Time: 1419.76 ms [2021-01-17 20:13:55 main:574] : INFO : Epoch 941 | loss: 0.0312005 | val_loss: 0.0312064 | Time: 1499.9 ms [2021-01-17 20:13:56 main:574] : INFO : Epoch 942 | loss: 0.031201 | val_loss: 0.0312092 | Time: 1620.07 ms [2021-01-17 20:13:58 main:574] : INFO : Epoch 943 | loss: 0.0311996 | val_loss: 0.0312055 | Time: 1593 ms [2021-01-17 20:14:00 main:574] : INFO : Epoch 944 | loss: 0.0311991 | val_loss: 0.0312115 | Time: 1618.03 ms [2021-01-17 20:14:01 main:574] : INFO : Epoch 945 | loss: 0.0312013 | val_loss: 0.0312107 | Time: 1605.6 ms [2021-01-17 20:14:03 main:574] : INFO : Epoch 946 | loss: 0.0312058 | val_loss: 0.0312082 | Time: 1525.25 ms [2021-01-17 20:14:04 main:574] : INFO : Epoch 947 | loss: 0.0312021 | val_loss: 0.0312045 | Time: 1440.65 ms [2021-01-17 20:14:06 main:574] : INFO : Epoch 948 | loss: 0.0312032 | val_loss: 0.0312115 | Time: 1431.04 ms [2021-01-17 20:14:07 main:574] : INFO : Epoch 949 | loss: 0.0312055 | val_loss: 0.0312095 | Time: 1433.38 ms [2021-01-17 20:14:09 main:574] : INFO : Epoch 950 | loss: 0.0311997 | val_loss: 0.0312076 | Time: 1436.54 ms [2021-01-17 20:14:10 main:574] : INFO : Epoch 951 | loss: 0.0311997 | val_loss: 0.0312134 | Time: 1456.36 ms [2021-01-17 20:14:11 main:574] : INFO : Epoch 952 | loss: 0.0311986 | val_loss: 0.0312066 | Time: 1453.4 ms [2021-01-17 20:14:13 main:574] : INFO : Epoch 953 | loss: 0.0312002 | val_loss: 0.0312059 | Time: 1437.61 ms [2021-01-17 20:14:14 main:574] : INFO : Epoch 954 | loss: 0.0312018 | val_loss: 0.0312098 | Time: 1436.82 ms [2021-01-17 20:14:16 main:574] : INFO : Epoch 955 | loss: 0.031197 | val_loss: 0.0312073 | Time: 1430.66 ms [2021-01-17 20:14:17 main:574] : INFO : Epoch 956 | loss: 0.0311975 | val_loss: 0.0312051 | Time: 1441.25 ms [2021-01-17 20:14:19 main:574] : INFO : Epoch 957 | loss: 0.0311962 | val_loss: 0.0312044 | Time: 1571.04 ms [2021-01-17 20:14:20 main:574] : INFO : Epoch 958 | loss: 0.0311969 | val_loss: 0.0312022 | Time: 1427.19 ms [2021-01-17 20:14:22 main:574] : INFO : Epoch 959 | loss: 0.0311993 | val_loss: 0.0312076 | Time: 1446.81 ms [2021-01-17 20:14:23 main:574] : INFO : Epoch 960 | loss: 0.0312016 | val_loss: 0.0312066 | Time: 1428.74 ms [2021-01-17 20:14:25 main:574] : INFO : Epoch 961 | loss: 0.0312004 | val_loss: 0.0312069 | Time: 1427.34 ms [2021-01-17 20:14:26 main:574] : INFO : Epoch 962 | loss: 0.0311986 | val_loss: 0.0312052 | Time: 1475.44 ms [2021-01-17 20:14:28 main:574] : INFO : Epoch 963 | loss: 0.0311986 | val_loss: 0.0312054 | Time: 1448.89 ms [2021-01-17 20:14:29 main:574] : INFO : Epoch 964 | loss: 0.0312071 | val_loss: 0.0312135 | Time: 1431.18 ms [2021-01-17 20:14:30 main:574] : INFO : Epoch 965 | loss: 0.0312116 | val_loss: 0.0312093 | Time: 1433.99 ms [2021-01-17 20:14:32 main:574] : INFO : Epoch 966 | loss: 0.0312104 | val_loss: 0.0312059 | Time: 1430.77 ms [2021-01-17 20:14:33 main:574] : INFO : Epoch 967 | loss: 0.0312074 | val_loss: 0.0312055 | Time: 1432.33 ms [2021-01-17 20:14:35 main:574] : INFO : Epoch 968 | loss: 0.0312058 | val_loss: 0.0312067 | Time: 1565.03 ms [2021-01-17 20:14:36 main:574] : INFO : Epoch 969 | loss: 0.0312053 | val_loss: 0.0312112 | Time: 1450.57 ms [2021-01-17 20:14:38 main:574] : INFO : Epoch 970 | loss: 0.0312063 | val_loss: 0.0312075 | Time: 1429.94 ms [2021-01-17 20:14:39 main:574] : INFO : Epoch 971 | loss: 0.0312046 | val_loss: 0.0312057 | Time: 1443.42 ms [2021-01-17 20:14:41 main:574] : INFO : Epoch 972 | loss: 0.0312032 | val_loss: 0.0312056 | Time: 1433.71 ms [2021-01-17 20:14:42 main:574] : INFO : Epoch 973 | loss: 0.0312041 | val_loss: 0.031205 | Time: 1455.11 ms [2021-01-17 20:14:44 main:574] : INFO : Epoch 974 | loss: 0.0312049 | val_loss: 0.0312106 | Time: 1448.78 ms [2021-01-17 20:14:45 main:574] : INFO : Epoch 975 | loss: 0.0312067 | val_loss: 0.0312061 | Time: 1442.79 ms [2021-01-17 20:14:47 main:574] : INFO : Epoch 976 | loss: 0.0312036 | val_loss: 0.0312035 | Time: 1424.59 ms [2021-01-17 20:14:48 main:574] : INFO : Epoch 977 | loss: 0.0312027 | val_loss: 0.0312022 | Time: 1434.23 ms [2021-01-17 20:14:49 main:574] : INFO : Epoch 978 | loss: 0.0312043 | val_loss: 0.0312056 | Time: 1433.09 ms [2021-01-17 20:14:51 main:574] : INFO : Epoch 979 | loss: 0.031201 | val_loss: 0.0312038 | Time: 1488.63 ms [2021-01-17 20:14:52 main:574] : INFO : Epoch 980 | loss: 0.0312028 | val_loss: 0.0312037 | Time: 1446.94 ms [2021-01-17 20:14:54 main:574] : INFO : Epoch 981 | loss: 0.0311989 | val_loss: 0.0312012 | Time: 1443.7 ms [2021-01-17 20:14:55 main:574] : INFO : Epoch 982 | loss: 0.0311982 | val_loss: 0.0312017 | Time: 1451.53 ms [2021-01-17 20:14:57 main:574] : INFO : Epoch 983 | loss: 0.0311994 | val_loss: 0.0312028 | Time: 1546.11 ms [2021-01-17 20:14:58 main:574] : INFO : Epoch 984 | loss: 0.0312014 | val_loss: 0.031204 | Time: 1606.76 ms [2021-01-17 20:15:00 main:574] : INFO : Epoch 985 | loss: 0.0312023 | val_loss: 0.0312067 | Time: 1434.67 ms [2021-01-17 20:15:01 main:574] : INFO : Epoch 986 | loss: 0.031203 | val_loss: 0.0312062 | Time: 1515.98 ms [2021-01-17 20:15:03 main:574] : INFO : Epoch 987 | loss: 0.0312076 | val_loss: 0.0312075 | Time: 1613.29 ms [2021-01-17 20:15:05 main:574] : INFO : Epoch 988 | loss: 0.0312041 | val_loss: 0.0312048 | Time: 1488.82 ms [2021-01-17 20:15:06 main:574] : INFO : Epoch 989 | loss: 0.0312017 | val_loss: 0.0312036 | Time: 1505.45 ms [2021-01-17 20:15:08 main:574] : INFO : Epoch 990 | loss: 0.0312069 | val_loss: 0.0312094 | Time: 1450.84 ms [2021-01-17 20:15:09 main:574] : INFO : Epoch 991 | loss: 0.0312069 | val_loss: 0.0312109 | Time: 1419.72 ms [2021-01-17 20:15:10 main:574] : INFO : Epoch 992 | loss: 0.0312058 | val_loss: 0.0312047 | Time: 1447.89 ms [2021-01-17 20:15:12 main:574] : INFO : Epoch 993 | loss: 0.0312049 | val_loss: 0.0312044 | Time: 1435.5 ms [2021-01-17 20:15:13 main:574] : INFO : Epoch 994 | loss: 0.0312023 | val_loss: 0.0312052 | Time: 1429.14 ms [2021-01-17 20:15:15 main:574] : INFO : Epoch 995 | loss: 0.0312012 | val_loss: 0.0312205 | Time: 1463.55 ms [2021-01-17 20:15:16 main:574] : INFO : Epoch 996 | loss: 0.031202 | val_loss: 0.0312065 | Time: 1437.75 ms [2021-01-17 20:15:18 main:574] : INFO : Epoch 997 | loss: 0.0312004 | val_loss: 0.0312041 | Time: 1429.35 ms [2021-01-17 20:15:19 main:574] : INFO : Epoch 998 | loss: 0.0311992 | val_loss: 0.0312031 | Time: 1431.31 ms [2021-01-17 20:15:21 main:574] : INFO : Epoch 999 | loss: 0.0311988 | val_loss: 0.0312033 | Time: 1433.24 ms [2021-01-17 20:15:22 main:574] : INFO : Epoch 1000 | loss: 0.0311984 | val_loss: 0.0312061 | Time: 1526.75 ms [2021-01-17 20:15:24 main:574] : INFO : Epoch 1001 | loss: 0.0312011 | val_loss: 0.031212 | Time: 1455.85 ms [2021-01-17 20:15:25 main:574] : INFO : Epoch 1002 | loss: 0.0312016 | val_loss: 0.0312049 | Time: 1430.39 ms [2021-01-17 20:15:26 main:574] : INFO : Epoch 1003 | loss: 0.0311983 | val_loss: 0.0312034 | Time: 1425.4 ms [2021-01-17 20:15:28 main:574] : INFO : Epoch 1004 | loss: 0.0311998 | val_loss: 0.0312026 | Time: 1433.78 ms [2021-01-17 20:15:29 main:574] : INFO : Epoch 1005 | loss: 0.0311993 | val_loss: 0.0312031 | Time: 1454.49 ms [2021-01-17 20:15:31 main:574] : INFO : Epoch 1006 | loss: 0.0311982 | val_loss: 0.0312024 | Time: 1459.57 ms [2021-01-17 20:15:32 main:574] : INFO : Epoch 1007 | loss: 0.0312021 | val_loss: 0.0312033 | Time: 1441.44 ms [2021-01-17 20:15:34 main:574] : INFO : Epoch 1008 | loss: 0.031198 | val_loss: 0.031204 | Time: 1439.31 ms [2021-01-17 20:15:35 main:574] : INFO : Epoch 1009 | loss: 0.0311982 | val_loss: 0.0312029 | Time: 1423.16 ms [2021-01-17 20:15:37 main:574] : INFO : Epoch 1010 | loss: 0.0311986 | val_loss: 0.0312042 | Time: 1433.35 ms [2021-01-17 20:15:38 main:574] : INFO : Epoch 1011 | loss: 0.0312015 | val_loss: 0.0312046 | Time: 1490.21 ms [2021-01-17 20:15:40 main:574] : INFO : Epoch 1012 | loss: 0.0311984 | val_loss: 0.0312029 | Time: 1434.08 ms [2021-01-17 20:15:41 main:574] : INFO : Epoch 1013 | loss: 0.0312002 | val_loss: 0.031205 | Time: 1432.65 ms [2021-01-17 20:15:42 main:574] : INFO : Epoch 1014 | loss: 0.0312005 | val_loss: 0.0312021 | Time: 1433.02 ms [2021-01-17 20:15:44 main:574] : INFO : Epoch 1015 | loss: 0.0312032 | val_loss: 0.0312044 | Time: 1421.22 ms [2021-01-17 20:15:45 main:574] : INFO : Epoch 1016 | loss: 0.0312022 | val_loss: 0.0312013 | Time: 1428.24 ms [2021-01-17 20:15:47 main:574] : INFO : Epoch 1017 | loss: 0.0312041 | val_loss: 0.0312066 | Time: 1466.83 ms [2021-01-17 20:15:48 main:574] : INFO : Epoch 1018 | loss: 0.031204 | val_loss: 0.0312022 | Time: 1425.33 ms [2021-01-17 20:15:50 main:574] : INFO : Epoch 1019 | loss: 0.0312016 | val_loss: 0.0312023 | Time: 1435.74 ms [2021-01-17 20:15:51 main:574] : INFO : Epoch 1020 | loss: 0.0312056 | val_loss: 0.0312045 | Time: 1438.75 ms [2021-01-17 20:15:53 main:574] : INFO : Epoch 1021 | loss: 0.0312017 | val_loss: 0.031202 | Time: 1426.53 ms [2021-01-17 20:15:54 main:574] : INFO : Epoch 1022 | loss: 0.0311992 | val_loss: 0.031207 | Time: 1520.11 ms [2021-01-17 20:15:56 main:574] : INFO : Epoch 1023 | loss: 0.0312003 | val_loss: 0.0312036 | Time: 1556.54 ms [2021-01-17 20:15:57 main:574] : INFO : Epoch 1024 | loss: 0.0312031 | val_loss: 0.0312039 | Time: 1574.17 ms [2021-01-17 20:15:57 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312039 [2021-01-17 20:15:57 main:603] : INFO : Saving end state to config to file [2021-01-17 20:15:57 main:608] : INFO : Success, exiting.. 20:15:57 (12124): 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)