Task 3279726
| Name | ParityModified-1605453577-18766-7_1 |
| Workunit | 1516874 |
| Created | 14 Dec 2020, 16:44:02 UTC |
| Sent | 14 Dec 2020, 17:17:05 UTC |
| Report deadline | 21 Dec 2020, 17:17:05 UTC |
| Received | 15 Dec 2020, 18:35:00 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15303 |
| Run time | 44 min 15 sec |
| CPU time | 43 min 35 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,610.01 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.7</core_client_version> <![CDATA[ <stderr_txt> : Epoch 514 | loss: 0.0312162 | val_loss: 0.0312196 | Time: 2581.13 ms [2020-12-15 10:56:48 main:574] : INFO : Epoch 515 | loss: 0.0312164 | val_loss: 0.03122 | Time: 2582.28 ms [2020-12-15 10:56:50 main:574] : INFO : Epoch 516 | loss: 0.0312165 | val_loss: 0.0312204 | Time: 2581.11 ms [2020-12-15 10:56:53 main:574] : INFO : Epoch 517 | loss: 0.0312171 | val_loss: 0.0312205 | Time: 2582.58 ms [2020-12-15 10:56:56 main:574] : INFO : Epoch 518 | loss: 0.0312167 | val_loss: 0.03122 | Time: 2584.48 ms [2020-12-15 10:56:58 main:574] : INFO : Epoch 519 | loss: 0.0312165 | val_loss: 0.03122 | Time: 2583.53 ms [2020-12-15 10:57:01 main:574] : INFO : Epoch 520 | loss: 0.0312165 | val_loss: 0.0312199 | Time: 2579.64 ms [2020-12-15 10:57:03 main:574] : INFO : Epoch 521 | loss: 0.0312163 | val_loss: 0.03122 | Time: 2570.44 ms [2020-12-15 10:57:06 main:574] : INFO : Epoch 522 | loss: 0.0312163 | val_loss: 0.0312201 | Time: 2578.76 ms [2020-12-15 10:57:09 main:574] : INFO : Epoch 523 | loss: 0.0312162 | val_loss: 0.0312201 | Time: 2580.37 ms [2020-12-15 10:57:11 main:574] : INFO : Epoch 524 | loss: 0.0312163 | val_loss: 0.0312199 | Time: 2577.68 ms [2020-12-15 10:57:14 main:574] : INFO : Epoch 525 | loss: 0.0312163 | val_loss: 0.0312197 | Time: 2585.35 ms [2020-12-15 10:57:16 main:574] : INFO : Epoch 526 | loss: 0.0312163 | val_loss: 0.0312197 | Time: 2580.66 ms [2020-12-15 10:57:19 main:574] : INFO : Epoch 527 | loss: 0.0312162 | val_loss: 0.0312197 | Time: 2575.77 ms [2020-12-15 10:57:21 main:574] : INFO : Epoch 528 | loss: 0.0312163 | val_loss: 0.0312202 | Time: 2580.57 ms [2020-12-15 10:57:24 main:574] : INFO : Epoch 529 | loss: 0.0312168 | val_loss: 0.0312204 | Time: 2578.28 ms [2020-12-15 10:57:27 main:574] : INFO : Epoch 530 | loss: 0.0312163 | val_loss: 0.0312197 | Time: 2582.15 ms [2020-12-15 10:57:29 main:574] : INFO : Epoch 531 | loss: 0.0312161 | val_loss: 0.0312196 | Time: 2579.78 ms [2020-12-15 10:57:32 main:574] : INFO : Epoch 532 | loss: 0.0312162 | val_loss: 0.0312194 | Time: 2578.85 ms [2020-12-15 10:57:34 main:574] : INFO : Epoch 533 | loss: 0.031216 | val_loss: 0.0312194 | Time: 2584.39 ms [2020-12-15 10:57:37 main:574] : INFO : Epoch 534 | loss: 0.031216 | val_loss: 0.0312193 | Time: 2583.35 ms [2020-12-15 10:57:40 main:574] : INFO : Epoch 535 | loss: 0.0312159 | val_loss: 0.0312196 | Time: 2586.77 ms [2020-12-15 10:57:42 main:574] : INFO : Epoch 536 | loss: 0.0312158 | val_loss: 0.0312193 | Time: 2582.84 ms [2020-12-15 10:57:45 main:574] : INFO : Epoch 537 | loss: 0.031216 | val_loss: 0.0312195 | Time: 2581.92 ms [2020-12-15 10:57:47 main:574] : INFO : Epoch 538 | loss: 0.0312161 | val_loss: 0.0312195 | Time: 2576.27 ms [2020-12-15 10:57:50 main:574] : INFO : Epoch 539 | loss: 0.0312159 | val_loss: 0.03122 | Time: 2580.03 ms [2020-12-15 10:57:53 main:574] : INFO : Epoch 540 | loss: 0.0312164 | val_loss: 0.0312198 | Time: 2584.99 ms [2020-12-15 10:57:55 main:574] : INFO : Epoch 541 | loss: 0.0312162 | val_loss: 0.0312209 | Time: 2583.29 ms [2020-12-15 10:57:58 main:574] : INFO : Epoch 542 | loss: 0.0312169 | val_loss: 0.03122 | Time: 2581.16 ms [2020-12-15 10:58:00 main:574] : INFO : Epoch 543 | loss: 0.0312163 | val_loss: 0.0312195 | Time: 2578.62 ms [2020-12-15 10:58:03 main:574] : INFO : Epoch 544 | loss: 0.0312162 | val_loss: 0.0312203 | Time: 2585.05 ms [2020-12-15 10:58:05 main:574] : INFO : Epoch 545 | loss: 0.031217 | val_loss: 0.0312205 | Time: 2581.89 ms [2020-12-15 10:58:08 main:574] : INFO : Epoch 546 | loss: 0.0312167 | val_loss: 0.0312197 | Time: 2574.6 ms [2020-12-15 10:58:11 main:574] : INFO : Epoch 547 | loss: 0.0312171 | val_loss: 0.0312215 | Time: 2582.94 ms [2020-12-15 10:58:13 main:574] : INFO : Epoch 548 | loss: 0.0312163 | val_loss: 0.0312198 | Time: 2573.98 ms [2020-12-15 10:58:16 main:574] : INFO : Epoch 549 | loss: 0.031216 | val_loss: 0.0312192 | Time: 2579.92 ms [2020-12-15 10:58:18 main:574] : INFO : Epoch 550 | loss: 0.0312161 | val_loss: 0.0312197 | Time: 2577.91 ms [2020-12-15 10:58:21 main:574] : INFO : Epoch 551 | loss: 0.0312159 | val_loss: 0.0312191 | Time: 2579.86 ms [2020-12-15 10:58:24 main:574] : INFO : Epoch 552 | loss: 0.0312157 | val_loss: 0.0312191 | Time: 2577.64 ms [2020-12-15 10:58:26 main:574] : INFO : Epoch 553 | loss: 0.0312159 | val_loss: 0.031219 | Time: 2583.23 ms [2020-12-15 10:58:29 main:574] : INFO : Epoch 554 | loss: 0.0312158 | val_loss: 0.0312194 | Time: 2576.62 ms [2020-12-15 10:58:31 main:574] : INFO : Epoch 555 | loss: 0.0312156 | val_loss: 0.0312193 | Time: 2582.03 ms [2020-12-15 10:58:34 main:574] : INFO : Epoch 556 | loss: 0.0312157 | val_loss: 0.0312191 | Time: 2579.27 ms [2020-12-15 10:58:36 main:574] : INFO : Epoch 557 | loss: 0.0312157 | val_loss: 0.031219 | Time: 2585.72 ms [2020-12-15 10:58:39 main:574] : INFO : Epoch 558 | loss: 0.0312157 | val_loss: 0.0312194 | Time: 2584.45 ms [2020-12-15 10:58:42 main:574] : INFO : Epoch 559 | loss: 0.0312159 | val_loss: 0.0312188 | Time: 2574.89 ms [2020-12-15 10:58:44 main:574] : INFO : Epoch 560 | loss: 0.0312161 | val_loss: 0.0312187 | Time: 2583.86 ms [2020-12-15 10:58:47 main:574] : INFO : Epoch 561 | loss: 0.0312162 | val_loss: 0.0312188 | Time: 2575.87 ms [2020-12-15 10:58:49 main:574] : INFO : Epoch 562 | loss: 0.0312157 | val_loss: 0.0312186 | Time: 2581.02 ms [2020-12-15 10:58:52 main:574] : INFO : Epoch 563 | loss: 0.0312158 | val_loss: 0.0312187 | Time: 2581.83 ms [2020-12-15 10:58:55 main:574] : INFO : Epoch 564 | loss: 0.0312155 | val_loss: 0.0312187 | Time: 2585.11 ms [2020-12-15 10:58:57 main:574] : INFO : Epoch 565 | loss: 0.0312157 | val_loss: 0.0312199 | Time: 2581.19 ms [2020-12-15 10:59:00 main:574] : INFO : Epoch 566 | loss: 0.0312158 | val_loss: 0.0312192 | Time: 2583.09 ms [2020-12-15 10:59:02 main:574] : INFO : Epoch 567 | loss: 0.0312159 | val_loss: 0.0312188 | Time: 2579.31 ms [2020-12-15 10:59:05 main:574] : INFO : Epoch 568 | loss: 0.0312153 | val_loss: 0.0312196 | Time: 2583.52 ms [2020-12-15 10:59:07 main:574] : INFO : Epoch 569 | loss: 0.0312154 | val_loss: 0.0312185 | Time: 2584.19 ms [2020-12-15 10:59:10 main:574] : INFO : Epoch 570 | loss: 0.0312156 | val_loss: 0.0312189 | Time: 2583.62 ms [2020-12-15 10:59:13 main:574] : INFO : Epoch 571 | loss: 0.0312153 | val_loss: 0.0312187 | Time: 2582.18 ms [2020-12-15 10:59:15 main:574] : INFO : Epoch 572 | loss: 0.0312153 | val_loss: 0.0312187 | Time: 2583.02 ms [2020-12-15 10:59:18 main:574] : INFO : Epoch 573 | loss: 0.0312154 | val_loss: 0.0312187 | Time: 2583.39 ms [2020-12-15 10:59:20 main:574] : INFO : Epoch 574 | loss: 0.0312154 | val_loss: 0.0312189 | Time: 2580.67 ms [2020-12-15 10:59:23 main:574] : INFO : Epoch 575 | loss: 0.0312153 | val_loss: 0.0312186 | Time: 2582.39 ms [2020-12-15 10:59:26 main:574] : INFO : Epoch 576 | loss: 0.0312154 | val_loss: 0.0312187 | Time: 2581.35 ms [2020-12-15 10:59:28 main:574] : INFO : Epoch 577 | loss: 0.0312153 | val_loss: 0.0312188 | Time: 2584.8 ms [2020-12-15 10:59:31 main:574] : INFO : Epoch 578 | loss: 0.0312155 | val_loss: 0.0312201 | Time: 2584.16 ms [2020-12-15 10:59:33 main:574] : INFO : Epoch 579 | loss: 0.0312164 | val_loss: 0.031219 | Time: 2584.36 ms [2020-12-15 10:59:36 main:574] : INFO : Epoch 580 | loss: 0.0312159 | val_loss: 0.0312187 | Time: 2580.87 ms [2020-12-15 10:59:39 main:574] : INFO : Epoch 581 | loss: 0.0312157 | val_loss: 0.0312188 | Time: 2578.16 ms [2020-12-15 10:59:41 main:574] : INFO : Epoch 582 | loss: 0.0312156 | val_loss: 0.0312186 | Time: 2584.45 ms [2020-12-15 10:59:44 main:574] : INFO : Epoch 583 | loss: 0.0312154 | val_loss: 0.0312183 | Time: 2577.93 ms [2020-12-15 10:59:46 main:574] : INFO : Epoch 584 | loss: 0.0312153 | val_loss: 0.0312191 | Time: 2582.51 ms [2020-12-15 10:59:49 main:574] : INFO : Epoch 585 | loss: 0.0312155 | val_loss: 0.0312194 | Time: 2585.39 ms [2020-12-15 10:59:51 main:574] : INFO : Epoch 586 | loss: 0.0312161 | val_loss: 0.0312182 | Time: 2583.55 ms [2020-12-15 10:59:54 main:574] : INFO : Epoch 587 | loss: 0.0312164 | val_loss: 0.0312185 | Time: 2578.06 ms [2020-12-15 10:59:57 main:574] : INFO : Epoch 588 | loss: 0.0312158 | val_loss: 0.031218 | Time: 2574.57 ms [2020-12-15 10:59:59 main:574] : INFO : Epoch 589 | loss: 0.0312153 | val_loss: 0.0312196 | Time: 2577.5 ms [2020-12-15 11:00:02 main:574] : INFO : Epoch 590 | loss: 0.0312153 | val_loss: 0.0312193 | Time: 2577.61 ms [2020-12-15 11:00:04 main:574] : INFO : Epoch 591 | loss: 0.0312158 | val_loss: 0.0312189 | Time: 2590.13 ms [2020-12-15 11:00:07 main:574] : INFO : Epoch 592 | loss: 0.0312156 | val_loss: 0.0312185 | Time: 2579.54 ms [2020-12-15 11:00:10 main:574] : INFO : Epoch 593 | loss: 0.0312153 | val_loss: 0.0312191 | Time: 2578.5 ms [2020-12-15 11:00:12 main:574] : INFO : Epoch 594 | loss: 0.0312159 | val_loss: 0.0312186 | Time: 2581.03 ms [2020-12-15 11:00:15 main:574] : INFO : Epoch 595 | loss: 0.0312155 | val_loss: 0.0312191 | Time: 2580.85 ms [2020-12-15 11:00:17 main:574] : INFO : Epoch 596 | loss: 0.0312162 | val_loss: 0.0312187 | Time: 2577.55 ms [2020-12-15 11:00:20 main:574] : INFO : Epoch 597 | loss: 0.0312154 | val_loss: 0.0312189 | Time: 2577.89 ms [2020-12-15 11:00:22 main:574] : INFO : Epoch 598 | loss: 0.0312154 | val_loss: 0.0312197 | Time: 2575.87 ms [2020-12-15 11:00:25 main:574] : INFO : Epoch 599 | loss: 0.0312152 | val_loss: 0.0312184 | Time: 2583.69 ms [2020-12-15 11:00:28 main:574] : INFO : Epoch 600 | loss: 0.0312152 | val_loss: 0.0312182 | Time: 2582.37 ms [2020-12-15 11:00:30 main:574] : INFO : Epoch 601 | loss: 0.0312154 | val_loss: 0.0312185 | Time: 2581.34 ms [2020-12-15 11:00:33 main:574] : INFO : Epoch 602 | loss: 0.0312154 | val_loss: 0.0312186 | Time: 2577.81 ms [2020-12-15 11:00:35 main:574] : INFO : Epoch 603 | loss: 0.0312153 | val_loss: 0.0312191 | Time: 2578.53 ms [2020-12-15 11:00:38 main:574] : INFO : Epoch 604 | loss: 0.0312168 | val_loss: 0.0312197 | Time: 2579.07 ms [2020-12-15 11:00:41 main:574] : INFO : Epoch 605 | loss: 0.0312184 | val_loss: 0.0312189 | Time: 2579.52 ms [2020-12-15 11:00:43 main:574] : INFO : Epoch 606 | loss: 0.0312177 | val_loss: 0.0312181 | Time: 2584.46 ms [2020-12-15 11:00:46 main:574] : INFO : Epoch 607 | loss: 0.0312168 | val_loss: 0.0312175 | Time: 2574.55 ms [2020-12-15 11:00:48 main:574] : INFO : Epoch 608 | loss: 0.0312167 | val_loss: 0.0312185 | Time: 2577.03 ms [2020-12-15 11:00:51 main:574] : INFO : Epoch 609 | loss: 0.0312171 | val_loss: 0.0312178 | Time: 2570.83 ms [2020-12-15 11:00:53 main:574] : INFO : Epoch 610 | loss: 0.0312165 | val_loss: 0.0312184 | Time: 2574.41 ms [2020-12-15 11:00:56 main:574] : INFO : Epoch 611 | loss: 0.0312167 | val_loss: 0.0312176 | Time: 2579 ms [2020-12-15 11:00:59 main:574] : INFO : Epoch 612 | loss: 0.0312166 | val_loss: 0.0312174 | Time: 2574.74 ms [2020-12-15 11:01:01 main:574] : INFO : Epoch 613 | loss: 0.0312164 | val_loss: 0.0312174 | Time: 2575.57 ms [2020-12-15 11:01:04 main:574] : INFO : Epoch 614 | loss: 0.0312165 | val_loss: 0.0312187 | Time: 2573.14 ms [2020-12-15 11:01:06 main:574] : INFO : Epoch 615 | loss: 0.0312166 | val_loss: 0.031219 | Time: 2580.66 ms [2020-12-15 11:01:09 main:574] : INFO : Epoch 616 | loss: 0.0312166 | val_loss: 0.0312196 | Time: 2578.62 ms [2020-12-15 11:01:11 main:574] : INFO : Epoch 617 | loss: 0.0312169 | val_loss: 0.0312187 | Time: 2581.73 ms [2020-12-15 11:01:14 main:574] : INFO : Epoch 618 | loss: 0.031217 | val_loss: 0.0312192 | Time: 2576.65 ms [2020-12-15 11:01:17 main:574] : INFO : Epoch 619 | loss: 0.0312164 | val_loss: 0.0312173 | Time: 2585.86 ms [2020-12-15 11:01:19 main:574] : INFO : Epoch 620 | loss: 0.0312165 | val_loss: 0.0312184 | Time: 2582.94 ms [2020-12-15 11:01:22 main:574] : INFO : Epoch 621 | loss: 0.0312166 | val_loss: 0.0312174 | Time: 2575.19 ms [2020-12-15 11:01:24 main:574] : INFO : Epoch 622 | loss: 0.031216 | val_loss: 0.031218 | Time: 2575.81 ms [2020-12-15 11:01:27 main:574] : INFO : Epoch 623 | loss: 0.0312164 | val_loss: 0.0312181 | Time: 2578.59 ms [2020-12-15 11:01:30 main:574] : INFO : Epoch 624 | loss: 0.0312159 | val_loss: 0.0312183 | Time: 2581.03 ms [2020-12-15 11:01:32 main:574] : INFO : Epoch 625 | loss: 0.0312159 | val_loss: 0.0312183 | Time: 2585.66 ms [2020-12-15 11:01:35 main:574] : INFO : Epoch 626 | loss: 0.0312164 | val_loss: 0.0312182 | Time: 2584.74 ms [2020-12-15 11:01:37 main:574] : INFO : Epoch 627 | loss: 0.031216 | val_loss: 0.0312194 | Time: 2577.42 ms [2020-12-15 11:01:40 main:574] : INFO : Epoch 628 | loss: 0.0312168 | val_loss: 0.0312186 | Time: 2578.21 ms [2020-12-15 11:01:42 main:574] : INFO : Epoch 629 | loss: 0.0312165 | val_loss: 0.0312183 | Time: 2579.12 ms [2020-12-15 11:01:45 main:574] : INFO : Epoch 630 | loss: 0.0312167 | val_loss: 0.0312182 | Time: 2577.53 ms [2020-12-15 11:01:48 main:574] : INFO : Epoch 631 | loss: 0.0312166 | val_loss: 0.0312186 | Time: 2575.35 ms [2020-12-15 11:01:50 main:574] : INFO : Epoch 632 | loss: 0.0312164 | val_loss: 0.0312172 | Time: 2577.53 ms [2020-12-15 11:01:53 main:574] : INFO : Epoch 633 | loss: 0.0312167 | val_loss: 0.0312171 | Time: 2580.5 ms [2020-12-15 11:01:55 main:574] : INFO : Epoch 634 | loss: 0.0312165 | val_loss: 0.0312177 | Time: 2575.77 ms [2020-12-15 11:01:58 main:574] : INFO : Epoch 635 | loss: 0.031216 | val_loss: 0.0312172 | Time: 2585.05 ms [2020-12-15 11:02:01 main:574] : INFO : Epoch 636 | loss: 0.031216 | val_loss: 0.0312178 | Time: 2581.9 ms [2020-12-15 11:02:03 main:574] : INFO : Epoch 637 | loss: 0.0312164 | val_loss: 0.0312171 | Time: 2577.56 ms [2020-12-15 11:02:06 main:574] : INFO : Epoch 638 | loss: 0.0312157 | val_loss: 0.0312182 | Time: 2579.14 ms [2020-12-15 11:02:08 main:574] : INFO : Epoch 639 | loss: 0.0312159 | val_loss: 0.0312179 | Time: 2577.88 ms [2020-12-15 11:02:11 main:574] : INFO : Epoch 640 | loss: 0.0312159 | val_loss: 0.0312181 | Time: 2581.53 ms [2020-12-15 11:02:13 main:574] : INFO : Epoch 641 | loss: 0.0312159 | val_loss: 0.0312176 | Time: 2578.17 ms [2020-12-15 11:02:16 main:574] : INFO : Epoch 642 | loss: 0.0312157 | val_loss: 0.0312182 | Time: 2578.35 ms [2020-12-15 11:02:19 main:574] : INFO : Epoch 643 | loss: 0.0312157 | val_loss: 0.0312173 | Time: 2577.38 ms [2020-12-15 11:02:21 main:574] : INFO : Epoch 644 | loss: 0.0312157 | val_loss: 0.0312173 | Time: 2578.57 ms [2020-12-15 11:02:24 main:574] : INFO : Epoch 645 | loss: 0.031216 | val_loss: 0.0312184 | Time: 2578.9 ms [2020-12-15 11:02:26 main:574] : INFO : Epoch 646 | loss: 0.0312168 | val_loss: 0.0312188 | Time: 2575.22 ms [2020-12-15 11:02:29 main:574] : INFO : Epoch 647 | loss: 0.0312162 | val_loss: 0.0312182 | Time: 2579.55 ms [2020-12-15 11:02:32 main:574] : INFO : Epoch 648 | loss: 0.0312162 | val_loss: 0.0312177 | Time: 2585.21 ms [2020-12-15 11:02:34 main:574] : INFO : Epoch 649 | loss: 0.0312161 | val_loss: 0.0312181 | Time: 2584.76 ms [2020-12-15 11:02:37 main:574] : INFO : Epoch 650 | loss: 0.0312168 | val_loss: 0.0312191 | Time: 2577.78 ms [2020-12-15 11:02:39 main:574] : INFO : Epoch 651 | loss: 0.0312168 | val_loss: 0.0312179 | Time: 2582.9 ms [2020-12-15 11:02:42 main:574] : INFO : Epoch 652 | loss: 0.0312158 | val_loss: 0.0312176 | Time: 2575.66 ms [2020-12-15 11:02:44 main:574] : INFO : Epoch 653 | loss: 0.0312156 | val_loss: 0.0312183 | Time: 2575.53 ms [2020-12-15 11:02:47 main:574] : INFO : Epoch 654 | loss: 0.0312161 | val_loss: 0.0312183 | Time: 2580.72 ms [2020-12-15 11:02:50 main:574] : INFO : Epoch 655 | loss: 0.0312159 | val_loss: 0.0312178 | Time: 2582.69 ms [2020-12-15 11:02:52 main:574] : INFO : Epoch 656 | loss: 0.0312153 | val_loss: 0.0312177 | Time: 2581.43 ms [2020-12-15 11:02:55 main:574] : INFO : Epoch 657 | loss: 0.0312151 | val_loss: 0.0312173 | Time: 2585.48 ms [2020-12-15 11:02:57 main:574] : INFO : Epoch 658 | loss: 0.0312153 | val_loss: 0.0312176 | Time: 2581.96 ms [2020-12-15 11:03:00 main:574] : INFO : Epoch 659 | loss: 0.0312162 | val_loss: 0.0312198 | Time: 2583.81 ms [2020-12-15 11:03:03 main:574] : INFO : Epoch 660 | loss: 0.0312157 | val_loss: 0.0312178 | Time: 2585.62 ms [2020-12-15 11:03:05 main:574] : INFO : Epoch 661 | loss: 0.0312159 | val_loss: 0.0312177 | Time: 2581.9 ms [2020-12-15 11:03:08 main:574] : INFO : Epoch 662 | loss: 0.0312157 | val_loss: 0.0312181 | Time: 2582.18 ms [2020-12-15 11:03:10 main:574] : INFO : Epoch 663 | loss: 0.031216 | val_loss: 0.031218 | Time: 2581.06 ms [2020-12-15 11:03:13 main:574] : INFO : Epoch 664 | loss: 0.0312157 | val_loss: 0.0312176 | Time: 2584.45 ms [2020-12-15 11:03:16 main:574] : INFO : Epoch 665 | loss: 0.0312156 | val_loss: 0.0312175 | Time: 2576.2 ms [2020-12-15 11:03:18 main:574] : INFO : Epoch 666 | loss: 0.0312153 | val_loss: 0.0312177 | Time: 2583.11 ms [2020-12-15 11:03:21 main:574] : INFO : Epoch 667 | loss: 0.0312161 | val_loss: 0.0312183 | Time: 2579.76 ms [2020-12-15 11:03:23 main:574] : INFO : Epoch 668 | loss: 0.0312156 | val_loss: 0.0312189 | Time: 2583 ms [2020-12-15 11:03:26 main:574] : INFO : Epoch 669 | loss: 0.0312164 | val_loss: 0.0312191 | Time: 2576.82 ms [2020-12-15 11:03:28 main:574] : INFO : Epoch 670 | loss: 0.0312159 | val_loss: 0.0312179 | Time: 2578.22 ms [2020-12-15 11:03:31 main:574] : INFO : Epoch 671 | loss: 0.0312156 | val_loss: 0.0312177 | Time: 2578.72 ms [2020-12-15 11:03:34 main:574] : INFO : Epoch 672 | loss: 0.0312155 | val_loss: 0.0312178 | Time: 2577.39 ms [2020-12-15 11:03:36 main:574] : INFO : Epoch 673 | loss: 0.0312156 | val_loss: 0.0312176 | Time: 2584.19 ms [2020-12-15 11:03:39 main:574] : INFO : Epoch 674 | loss: 0.0312154 | val_loss: 0.0312177 | Time: 2583.23 ms [2020-12-15 11:03:41 main:574] : INFO : Epoch 675 | loss: 0.0312159 | val_loss: 0.0312195 | Time: 2580.83 ms [2020-12-15 11:03:44 main:574] : INFO : Epoch 676 | loss: 0.0312151 | val_loss: 0.0312177 | Time: 2576.72 ms [2020-12-15 11:03:47 main:574] : INFO : Epoch 677 | loss: 0.0312155 | val_loss: 0.0312173 | Time: 2574.96 ms [2020-12-15 11:03:49 main:574] : INFO : Epoch 678 | loss: 0.0312173 | val_loss: 0.031218 | Time: 2575.69 ms [2020-12-15 11:03:52 main:574] : INFO : Epoch 679 | loss: 0.0312163 | val_loss: 0.0312184 | Time: 2579.79 ms [2020-12-15 11:03:54 main:574] : INFO : Epoch 680 | loss: 0.0312151 | val_loss: 0.0312176 | Time: 2580.71 ms [2020-12-15 11:03:57 main:574] : INFO : Epoch 681 | loss: 0.0312154 | val_loss: 0.0312177 | Time: 2572.97 ms [2020-12-15 11:03:59 main:574] : INFO : Epoch 682 | loss: 0.0312159 | val_loss: 0.0312188 | Time: 2580.37 ms [2020-12-15 11:04:02 main:574] : INFO : Epoch 683 | loss: 0.0312156 | val_loss: 0.0312182 | Time: 2578.69 ms [2020-12-15 11:04:05 main:574] : INFO : Epoch 684 | loss: 0.0312157 | val_loss: 0.0312176 | Time: 2577.9 ms [2020-12-15 11:04:07 main:574] : INFO : Epoch 685 | loss: 0.0312156 | val_loss: 0.031218 | Time: 2582.21 ms [2020-12-15 11:04:10 main:574] : INFO : Epoch 686 | loss: 0.0312149 | val_loss: 0.0312177 | Time: 2575.65 ms [2020-12-15 11:04:12 main:574] : INFO : Epoch 687 | loss: 0.0312153 | val_loss: 0.03122 | Time: 2577.42 ms [2020-12-15 11:04:15 main:574] : INFO : Epoch 688 | loss: 0.0312163 | val_loss: 0.0312175 | Time: 2579.87 ms [2020-12-15 11:04:17 main:574] : INFO : Epoch 689 | loss: 0.0312165 | val_loss: 0.031219 | Time: 2577.94 ms [2020-12-15 11:04:20 main:574] : INFO : Epoch 690 | loss: 0.0312163 | val_loss: 0.0312176 | Time: 2579.4 ms [2020-12-15 11:04:23 main:574] : INFO : Epoch 691 | loss: 0.0312164 | val_loss: 0.03122 | Time: 2578.58 ms [2020-12-15 11:04:25 main:574] : INFO : Epoch 692 | loss: 0.0312157 | val_loss: 0.031219 | Time: 2584.19 ms [2020-12-15 11:04:28 main:574] : INFO : Epoch 693 | loss: 0.0312156 | val_loss: 0.0312192 | Time: 2582.49 ms [2020-12-15 11:04:30 main:574] : INFO : Epoch 694 | loss: 0.0312158 | val_loss: 0.0312176 | Time: 2579.67 ms [2020-12-15 11:04:33 main:574] : INFO : Epoch 695 | loss: 0.0312147 | val_loss: 0.0312181 | Time: 2575.47 ms [2020-12-15 11:04:36 main:574] : INFO : Epoch 696 | loss: 0.0312149 | val_loss: 0.0312176 | Time: 2581.15 ms [2020-12-15 11:04:38 main:574] : INFO : Epoch 697 | loss: 0.0312145 | val_loss: 0.0312172 | Time: 2582.33 ms [2020-12-15 11:04:41 main:574] : INFO : Epoch 698 | loss: 0.0312156 | val_loss: 0.0312176 | Time: 2578.03 ms [2020-12-15 11:04:43 main:574] : INFO : Epoch 699 | loss: 0.0312154 | val_loss: 0.0312176 | Time: 2575.12 ms [2020-12-15 11:04:46 main:574] : INFO : Epoch 700 | loss: 0.0312155 | val_loss: 0.0312201 | Time: 2580 ms [2020-12-15 11:04:48 main:574] : INFO : Epoch 701 | loss: 0.0312153 | val_loss: 0.0312179 | Time: 2571.54 ms [2020-12-15 11:04:51 main:574] : INFO : Epoch 702 | loss: 0.0312148 | val_loss: 0.0312191 | Time: 2573.45 ms [2020-12-15 11:04:54 main:574] : INFO : Epoch 703 | loss: 0.0312148 | val_loss: 0.0312174 | Time: 2579.47 ms [2020-12-15 11:04:56 main:574] : INFO : Epoch 704 | loss: 0.0312146 | val_loss: 0.0312178 | Time: 2578.6 ms [2020-12-15 11:04:59 main:574] : INFO : Epoch 705 | loss: 0.0312158 | val_loss: 0.0312192 | Time: 2579.38 ms [2020-12-15 11:05:01 main:574] : INFO : Epoch 706 | loss: 0.0312153 | val_loss: 0.0312176 | Time: 2576.92 ms [2020-12-15 11:05:04 main:574] : INFO : Epoch 707 | loss: 0.0312148 | val_loss: 0.0312175 | Time: 2577.27 ms [2020-12-15 11:05:07 main:574] : INFO : Epoch 708 | loss: 0.0312162 | val_loss: 0.0312188 | Time: 2578.04 ms [2020-12-15 11:05:09 main:574] : INFO : Epoch 709 | loss: 0.0312155 | val_loss: 0.0312174 | Time: 2576.37 ms [2020-12-15 11:05:12 main:574] : INFO : Epoch 710 | loss: 0.0312152 | val_loss: 0.0312176 | Time: 2580.82 ms [2020-12-15 11:05:14 main:574] : INFO : Epoch 711 | loss: 0.0312148 | val_loss: 0.0312186 | Time: 2577.82 ms [2020-12-15 11:05:17 main:574] : INFO : Epoch 712 | loss: 0.0312148 | val_loss: 0.0312173 | Time: 2579.7 ms [2020-12-15 11:05:19 main:574] : INFO : Epoch 713 | loss: 0.0312144 | val_loss: 0.0312175 | Time: 2580.2 ms [2020-12-15 11:05:22 main:574] : INFO : Epoch 714 | loss: 0.0312148 | val_loss: 0.0312174 | Time: 2582.85 ms [2020-12-15 11:05:25 main:574] : INFO : Epoch 715 | loss: 0.0312153 | val_loss: 0.031218 | Time: 2577.95 ms [2020-12-15 11:05:27 main:574] : INFO : Epoch 716 | loss: 0.031215 | val_loss: 0.0312199 | Time: 2582.24 ms [2020-12-15 11:05:30 main:574] : INFO : Epoch 717 | loss: 0.0312162 | val_loss: 0.0312191 | Time: 2574.44 ms [2020-12-15 11:05:32 main:574] : INFO : Epoch 718 | loss: 0.0312158 | val_loss: 0.0312194 | Time: 2574.37 ms [2020-12-15 11:05:35 main:574] : INFO : Epoch 719 | loss: 0.031215 | val_loss: 0.0312174 | Time: 2587.39 ms [2020-12-15 11:05:38 main:574] : INFO : Epoch 720 | loss: 0.0312148 | val_loss: 0.0312177 | Time: 2578.93 ms [2020-12-15 11:05:40 main:574] : INFO : Epoch 721 | loss: 0.0312153 | val_loss: 0.03122 | Time: 2580.74 ms [2020-12-15 11:05:43 main:574] : INFO : Epoch 722 | loss: 0.0312155 | val_loss: 0.0312173 | Time: 2576.33 ms [2020-12-15 11:05:45 main:574] : INFO : Epoch 723 | loss: 0.0312146 | val_loss: 0.0312174 | Time: 2577.94 ms [2020-12-15 11:05:48 main:574] : INFO : Epoch 724 | loss: 0.0312144 | val_loss: 0.0312172 | Time: 2577.91 ms [2020-12-15 11:05:50 main:574] : INFO : Epoch 725 | loss: 0.0312148 | val_loss: 0.0312174 | Time: 2578.6 ms [2020-12-15 11:05:53 main:574] : INFO : Epoch 726 | loss: 0.0312144 | val_loss: 0.0312179 | Time: 2573.81 ms [2020-12-15 11:05:56 main:574] : INFO : Epoch 727 | loss: 0.0312146 | val_loss: 0.0312173 | Time: 2580 ms [2020-12-15 11:05:58 main:574] : INFO : Epoch 728 | loss: 0.0312144 | val_loss: 0.0312172 | Time: 2578.81 ms [2020-12-15 11:06:01 main:574] : INFO : Epoch 729 | loss: 0.0312147 | val_loss: 0.0312182 | Time: 2570.88 ms [2020-12-15 11:06:03 main:574] : INFO : Epoch 730 | loss: 0.0312144 | val_loss: 0.0312174 | Time: 2582.59 ms [2020-12-15 11:06:06 main:574] : INFO : Epoch 731 | loss: 0.0312146 | val_loss: 0.0312189 | Time: 2587.69 ms [2020-12-15 11:06:09 main:574] : INFO : Epoch 732 | loss: 0.0312145 | val_loss: 0.0312179 | Time: 2587.96 ms [2020-12-15 11:06:11 main:574] : INFO : Epoch 733 | loss: 0.0312142 | val_loss: 0.0312175 | Time: 2579.77 ms [2020-12-15 11:06:14 main:574] : INFO : Epoch 734 | loss: 0.0312164 | val_loss: 0.0312247 | Time: 2581.46 ms [2020-12-15 11:06:16 main:574] : INFO : Epoch 735 | loss: 0.0312163 | val_loss: 0.0312195 | Time: 2581.46 ms [2020-12-15 11:06:19 main:574] : INFO : Epoch 736 | loss: 0.0312174 | val_loss: 0.0312189 | Time: 2580.99 ms [2020-12-15 11:06:21 main:574] : INFO : Epoch 737 | loss: 0.0312168 | val_loss: 0.0312187 | Time: 2575.87 ms [2020-12-15 11:06:24 main:574] : INFO : Epoch 738 | loss: 0.0312154 | val_loss: 0.0312177 | Time: 2576.87 ms [2020-12-15 11:06:27 main:574] : INFO : Epoch 739 | loss: 0.0312147 | val_loss: 0.0312181 | Time: 2579.04 ms [2020-12-15 11:06:29 main:574] : INFO : Epoch 740 | loss: 0.0312145 | val_loss: 0.0312178 | Time: 2572 ms [2020-12-15 11:06:32 main:574] : INFO : Epoch 741 | loss: 0.0312143 | val_loss: 0.0312178 | Time: 2579.68 ms [2020-12-15 11:06:34 main:574] : INFO : Epoch 742 | loss: 0.0312141 | val_loss: 0.0312179 | Time: 2574.8 ms [2020-12-15 11:06:37 main:574] : INFO : Epoch 743 | loss: 0.0312154 | val_loss: 0.0312215 | Time: 2579.44 ms [2020-12-15 11:06:40 main:574] : INFO : Epoch 744 | loss: 0.031216 | val_loss: 0.0312191 | Time: 2576.38 ms [2020-12-15 11:06:42 main:574] : INFO : Epoch 745 | loss: 0.0312141 | val_loss: 0.0312167 | Time: 2581.48 ms [2020-12-15 11:06:45 main:574] : INFO : Epoch 746 | loss: 0.0312138 | val_loss: 0.0312169 | Time: 2579.48 ms [2020-12-15 11:06:47 main:574] : INFO : Epoch 747 | loss: 0.0312166 | val_loss: 0.0312229 | Time: 2577.16 ms [2020-12-15 11:06:50 main:574] : INFO : Epoch 748 | loss: 0.0312186 | val_loss: 0.0312205 | Time: 2578.2 ms [2020-12-15 11:06:52 main:574] : INFO : Epoch 749 | loss: 0.0312174 | val_loss: 0.0312198 | Time: 2581.41 ms [2020-12-15 11:06:55 main:574] : INFO : Epoch 750 | loss: 0.0312155 | val_loss: 0.0312201 | Time: 2580.96 ms [2020-12-15 11:06:58 main:574] : INFO : Epoch 751 | loss: 0.0312149 | val_loss: 0.0312168 | Time: 2577.1 ms [2020-12-15 11:07:00 main:574] : INFO : Epoch 752 | loss: 0.0312146 | val_loss: 0.0312168 | Time: 2583.57 ms [2020-12-15 11:07:03 main:574] : INFO : Epoch 753 | loss: 0.0312139 | val_loss: 0.0312178 | Time: 2573.97 ms [2020-12-15 11:07:05 main:574] : INFO : Epoch 754 | loss: 0.0312143 | val_loss: 0.0312175 | Time: 2579.35 ms [2020-12-15 11:07:08 main:574] : INFO : Epoch 755 | loss: 0.0312136 | val_loss: 0.0312169 | Time: 2575.41 ms [2020-12-15 11:07:11 main:574] : INFO : Epoch 756 | loss: 0.0312141 | val_loss: 0.031217 | Time: 2575.14 ms [2020-12-15 11:07:13 main:574] : INFO : Epoch 757 | loss: 0.0312136 | val_loss: 0.0312172 | Time: 2575.59 ms [2020-12-15 11:07:16 main:574] : INFO : Epoch 758 | loss: 0.0312141 | val_loss: 0.0312173 | Time: 2580.92 ms [2020-12-15 11:07:18 main:574] : INFO : Epoch 759 | loss: 0.0312152 | val_loss: 0.0312179 | Time: 2577.66 ms [2020-12-15 11:07:21 main:574] : INFO : Epoch 760 | loss: 0.0312168 | val_loss: 0.0312231 | Time: 2574.76 ms [2020-12-15 11:07:23 main:574] : INFO : Epoch 761 | loss: 0.0312149 | val_loss: 0.0312173 | Time: 2575.85 ms [2020-12-15 11:07:26 main:574] : INFO : Epoch 762 | loss: 0.0312158 | val_loss: 0.0312183 | Time: 2578.58 ms [2020-12-15 11:07:29 main:574] : INFO : Epoch 763 | loss: 0.031215 | val_loss: 0.0312212 | Time: 2576.44 ms [2020-12-15 11:07:31 main:574] : INFO : Epoch 764 | loss: 0.0312164 | val_loss: 0.0312207 | Time: 2580.74 ms [2020-12-15 11:07:34 main:574] : INFO : Epoch 765 | loss: 0.0312166 | val_loss: 0.0312172 | Time: 2579.3 ms [2020-12-15 11:07:36 main:574] : INFO : Epoch 766 | loss: 0.0312144 | val_loss: 0.0312176 | Time: 2577.41 ms [2020-12-15 11:07:39 main:574] : INFO : Epoch 767 | loss: 0.0312162 | val_loss: 0.0312209 | Time: 2576.23 ms [2020-12-15 11:07:42 main:574] : INFO : Epoch 768 | loss: 0.0312153 | val_loss: 0.0312176 | Time: 2578.8 ms [2020-12-15 11:07:44 main:574] : INFO : Epoch 769 | loss: 0.0312138 | val_loss: 0.0312167 | Time: 2577.73 ms [2020-12-15 11:07:47 main:574] : INFO : Epoch 770 | loss: 0.0312137 | val_loss: 0.0312167 | Time: 2581.56 ms [2020-12-15 11:07:49 main:574] : INFO : Epoch 771 | loss: 0.031214 | val_loss: 0.0312197 | Time: 2579.33 ms [2020-12-15 11:07:52 main:574] : INFO : Epoch 772 | loss: 0.0312137 | val_loss: 0.031218 | Time: 2576.67 ms [2020-12-15 11:07:54 main:574] : INFO : Epoch 773 | loss: 0.0312143 | val_loss: 0.031218 | Time: 2581.47 ms [2020-12-15 11:07:57 main:574] : INFO : Epoch 774 | loss: 0.0312173 | val_loss: 0.0312188 | Time: 2575.04 ms [2020-12-15 11:08:00 main:574] : INFO : Epoch 775 | loss: 0.0312152 | val_loss: 0.0312173 | Time: 2576.09 ms [2020-12-15 11:08:02 main:574] : INFO : Epoch 776 | loss: 0.0312146 | val_loss: 0.031218 | Time: 2578.59 ms [2020-12-15 11:08:05 main:574] : INFO : Epoch 777 | loss: 0.0312138 | val_loss: 0.0312166 | Time: 2581.24 ms [2020-12-15 11:08:07 main:574] : INFO : Epoch 778 | loss: 0.0312141 | val_loss: 0.0312192 | Time: 2577.24 ms [2020-12-15 11:08:10 main:574] : INFO : Epoch 779 | loss: 0.0312147 | val_loss: 0.0312171 | Time: 2576.06 ms [2020-12-15 11:08:12 main:574] : INFO : Epoch 780 | loss: 0.0312138 | val_loss: 0.0312169 | Time: 2575.92 ms [2020-12-15 11:08:15 main:574] : INFO : Epoch 781 | loss: 0.0312134 | val_loss: 0.0312172 | Time: 2578.01 ms [2020-12-15 11:08:18 main:574] : INFO : Epoch 782 | loss: 0.0312142 | val_loss: 0.0312173 | Time: 2583.12 ms [2020-12-15 11:08:20 main:574] : INFO : Epoch 783 | loss: 0.0312134 | val_loss: 0.0312168 | Time: 2583 ms [2020-12-15 11:08:23 main:574] : INFO : Epoch 784 | loss: 0.0312137 | val_loss: 0.03122 | Time: 2578.87 ms [2020-12-15 11:08:25 main:574] : INFO : Epoch 785 | loss: 0.0312147 | val_loss: 0.0312167 | Time: 2578.26 ms [2020-12-15 11:08:28 main:574] : INFO : Epoch 786 | loss: 0.0312133 | val_loss: 0.0312169 | Time: 2573.94 ms [2020-12-15 11:08:31 main:574] : INFO : Epoch 787 | loss: 0.0312133 | val_loss: 0.0312169 | Time: 2578.85 ms [2020-12-15 11:08:33 main:574] : INFO : Epoch 788 | loss: 0.0312132 | val_loss: 0.0312166 | Time: 2581.15 ms [2020-12-15 11:08:36 main:574] : INFO : Epoch 789 | loss: 0.0312134 | val_loss: 0.0312175 | Time: 2581.55 ms [2020-12-15 11:08:38 main:574] : INFO : Epoch 790 | loss: 0.0312136 | val_loss: 0.0312168 | Time: 2577.8 ms [2020-12-15 11:08:41 main:574] : INFO : Epoch 791 | loss: 0.0312143 | val_loss: 0.0312204 | Time: 2579.37 ms [2020-12-15 11:08:43 main:574] : INFO : Epoch 792 | loss: 0.0312144 | val_loss: 0.0312176 | Time: 2579.02 ms [2020-12-15 11:08:46 main:574] : INFO : Epoch 793 | loss: 0.0312132 | val_loss: 0.0312172 | Time: 2581.01 ms [2020-12-15 11:08:49 main:574] : INFO : Epoch 794 | loss: 0.0312136 | val_loss: 0.031218 | Time: 2583.39 ms [2020-12-15 11:08:51 main:574] : INFO : Epoch 795 | loss: 0.0312131 | val_loss: 0.0312166 | Time: 2580.59 ms [2020-12-15 11:08:54 main:574] : INFO : Epoch 796 | loss: 0.0312128 | val_loss: 0.0312167 | Time: 2581.4 ms [2020-12-15 11:08:56 main:574] : INFO : Epoch 797 | loss: 0.0312133 | val_loss: 0.0312164 | Time: 2577.46 ms [2020-12-15 11:08:59 main:574] : INFO : Epoch 798 | loss: 0.0312139 | val_loss: 0.0312178 | Time: 2580.33 ms [2020-12-15 11:09:02 main:574] : INFO : Epoch 799 | loss: 0.0312144 | val_loss: 0.031217 | Time: 2577.68 ms [2020-12-15 11:09:04 main:574] : INFO : Epoch 800 | loss: 0.0312136 | val_loss: 0.0312173 | Time: 2576.89 ms [2020-12-15 11:09:07 main:574] : INFO : Epoch 801 | loss: 0.0312136 | val_loss: 0.0312182 | Time: 2581.54 ms [2020-12-15 11:09:09 main:574] : INFO : Epoch 802 | loss: 0.0312137 | val_loss: 0.0312178 | Time: 2574.25 ms [2020-12-15 11:09:12 main:574] : INFO : Epoch 803 | loss: 0.0312143 | val_loss: 0.0312166 | Time: 2578.17 ms [2020-12-15 11:09:14 main:574] : INFO : Epoch 804 | loss: 0.0312138 | val_loss: 0.0312186 | Time: 2580.26 ms [2020-12-15 11:09:17 main:574] : INFO : Epoch 805 | loss: 0.0312138 | val_loss: 0.0312168 | Time: 2573.97 ms [2020-12-15 11:09:20 main:574] : INFO : Epoch 806 | loss: 0.0312136 | val_loss: 0.0312169 | Time: 2581.75 ms [2020-12-15 11:09:22 main:574] : INFO : Epoch 807 | loss: 0.0312135 | val_loss: 0.031217 | Time: 2580.04 ms [2020-12-15 11:09:25 main:574] : INFO : Epoch 808 | loss: 0.0312134 | val_loss: 0.0312173 | Time: 2582.23 ms [2020-12-15 11:09:27 main:574] : INFO : Epoch 809 | loss: 0.0312133 | val_loss: 0.0312169 | Time: 2580.36 ms [2020-12-15 11:09:30 main:574] : INFO : Epoch 810 | loss: 0.0312132 | val_loss: 0.0312168 | Time: 2575.94 ms [2020-12-15 11:09:33 main:574] : INFO : Epoch 811 | loss: 0.0312129 | val_loss: 0.0312162 | Time: 2579.04 ms [2020-12-15 11:09:35 main:574] : INFO : Epoch 812 | loss: 0.0312129 | val_loss: 0.0312168 | Time: 2580.03 ms [2020-12-15 11:09:38 main:574] : INFO : Epoch 813 | loss: 0.0312129 | val_loss: 0.0312181 | Time: 2582.88 ms [2020-12-15 11:09:40 main:574] : INFO : Epoch 814 | loss: 0.0312135 | val_loss: 0.0312171 | Time: 2581.17 ms [2020-12-15 11:09:43 main:574] : INFO : Epoch 815 | loss: 0.0312146 | val_loss: 0.0312183 | Time: 2581.54 ms [2020-12-15 11:09:45 main:574] : INFO : Epoch 816 | loss: 0.0312163 | val_loss: 0.0312219 | Time: 2580.89 ms [2020-12-15 11:09:48 main:574] : INFO : Epoch 817 | loss: 0.0312181 | val_loss: 0.0312221 | Time: 2574.85 ms [2020-12-15 11:09:51 main:574] : INFO : Epoch 818 | loss: 0.0312173 | val_loss: 0.0312199 | Time: 2573.86 ms [2020-12-15 11:09:53 main:574] : INFO : Epoch 819 | loss: 0.0312167 | val_loss: 0.0312233 | Time: 2577.84 ms [2020-12-15 11:09:56 main:574] : INFO : Epoch 820 | loss: 0.0312169 | val_loss: 0.0312229 | Time: 2574.94 ms [2020-12-15 11:09:58 main:574] : INFO : Epoch 821 | loss: 0.0312181 | val_loss: 0.0312192 | Time: 2583.78 ms [2020-12-15 11:10:01 main:574] : INFO : Epoch 822 | loss: 0.0312154 | val_loss: 0.0312195 | Time: 2580.05 ms [2020-12-15 11:10:04 main:574] : INFO : Epoch 823 | loss: 0.0312154 | val_loss: 0.0312186 | Time: 2580.55 ms [2020-12-15 11:10:06 main:574] : INFO : Epoch 824 | loss: 0.0312151 | val_loss: 0.0312196 | Time: 2576.77 ms [2020-12-15 11:10:09 main:574] : INFO : Epoch 825 | loss: 0.0312163 | val_loss: 0.031219 | Time: 2577.54 ms [2020-12-15 11:10:11 main:574] : INFO : Epoch 826 | loss: 0.0312156 | val_loss: 0.0312205 | Time: 2576.86 ms [2020-12-15 11:10:14 main:574] : INFO : Epoch 827 | loss: 0.0312152 | val_loss: 0.0312196 | Time: 2581.42 ms [2020-12-15 11:10:16 main:574] : INFO : Epoch 828 | loss: 0.0312184 | val_loss: 0.0312194 | Time: 2580.99 ms [2020-12-15 11:10:19 main:574] : INFO : Epoch 829 | loss: 0.031217 | val_loss: 0.0312212 | Time: 2578.65 ms [2020-12-15 11:10:22 main:574] : INFO : Epoch 830 | loss: 0.0312157 | val_loss: 0.03122 | Time: 2579.39 ms [2020-12-15 11:10:24 main:574] : INFO : Epoch 831 | loss: 0.0312168 | val_loss: 0.0312191 | Time: 2580.33 ms [2020-12-15 11:10:27 main:574] : INFO : Epoch 832 | loss: 0.0312166 | val_loss: 0.0312202 | Time: 2579.77 ms [2020-12-15 11:10:29 main:574] : INFO : Epoch 833 | loss: 0.0312165 | val_loss: 0.0312243 | Time: 2584.83 ms [2020-12-15 11:10:32 main:574] : INFO : Epoch 834 | loss: 0.0312164 | val_loss: 0.0312203 | Time: 2581.16 ms [2020-12-15 11:10:35 main:574] : INFO : Epoch 835 | loss: 0.0312149 | val_loss: 0.0312208 | Time: 2580.58 ms [2020-12-15 11:10:37 main:574] : INFO : Epoch 836 | loss: 0.0312147 | val_loss: 0.0312196 | Time: 2585.51 ms [2020-12-15 11:10:40 main:574] : INFO : Epoch 837 | loss: 0.0312146 | val_loss: 0.0312193 | Time: 2579.92 ms [2020-12-15 11:10:42 main:574] : INFO : Epoch 838 | loss: 0.0312149 | val_loss: 0.0312194 | Time: 2574.09 ms [2020-12-15 11:10:45 main:574] : INFO : Epoch 839 | loss: 0.0312152 | val_loss: 0.0312205 | Time: 2578.8 ms [2020-12-15 11:10:47 main:574] : INFO : Epoch 840 | loss: 0.0312153 | val_loss: 0.0312177 | Time: 2578.47 ms [2020-12-15 11:10:50 main:574] : INFO : Epoch 841 | loss: 0.0312149 | val_loss: 0.0312175 | Time: 2588.23 ms [2020-12-15 11:10:53 main:574] : INFO : Epoch 842 | loss: 0.0312158 | val_loss: 0.0312189 | Time: 2587.62 ms [2020-12-15 11:10:55 main:574] : INFO : Epoch 843 | loss: 0.0312151 | val_loss: 0.0312192 | Time: 2582.41 ms [2020-12-15 11:10:58 main:574] : INFO : Epoch 844 | loss: 0.0312144 | val_loss: 0.0312198 | Time: 2580.99 ms [2020-12-15 11:11:00 main:574] : INFO : Epoch 845 | loss: 0.0312144 | val_loss: 0.0312187 | Time: 2582.11 ms [2020-12-15 11:11:03 main:574] : INFO : Epoch 846 | loss: 0.0312146 | val_loss: 0.0312184 | Time: 2581.37 ms [2020-12-15 11:11:06 main:574] : INFO : Epoch 847 | loss: 0.031214 | val_loss: 0.0312205 | Time: 2582.27 ms [2020-12-15 11:11:08 main:574] : INFO : Epoch 848 | loss: 0.0312167 | val_loss: 0.0312183 | Time: 2583.45 ms [2020-12-15 11:11:11 main:574] : INFO : Epoch 849 | loss: 0.0312155 | val_loss: 0.0312191 | Time: 2582.71 ms [2020-12-15 11:11:13 main:574] : INFO : Epoch 850 | loss: 0.0312152 | val_loss: 0.0312207 | Time: 2571.72 ms [2020-12-15 11:11:16 main:574] : INFO : Epoch 851 | loss: 0.0312154 | val_loss: 0.0312199 | Time: 2581.59 ms [2020-12-15 11:11:19 main:574] : INFO : Epoch 852 | loss: 0.0312164 | val_loss: 0.0312224 | Time: 2579.72 ms [2020-12-15 11:11:21 main:574] : INFO : Epoch 853 | loss: 0.0312152 | val_loss: 0.0312221 | Time: 2579.37 ms [2020-12-15 11:11:24 main:574] : INFO : Epoch 854 | loss: 0.0312156 | val_loss: 0.0312201 | Time: 2577.22 ms [2020-12-15 11:11:26 main:574] : INFO : Epoch 855 | loss: 0.0312149 | val_loss: 0.0312195 | Time: 2586.77 ms [2020-12-15 11:11:29 main:574] : INFO : Epoch 856 | loss: 0.0312154 | val_loss: 0.0312189 | Time: 2582.03 ms [2020-12-15 11:11:31 main:574] : INFO : Epoch 857 | loss: 0.0312151 | val_loss: 0.031218 | Time: 2580.34 ms [2020-12-15 11:11:34 main:574] : INFO : Epoch 858 | loss: 0.0312147 | val_loss: 0.0312188 | Time: 2581.26 ms [2020-12-15 11:11:37 main:574] : INFO : Epoch 859 | loss: 0.0312152 | val_loss: 0.0312177 | Time: 2578.69 ms [2020-12-15 11:11:39 main:574] : INFO : Epoch 860 | loss: 0.0312155 | val_loss: 0.0312202 | Time: 2584.19 ms [2020-12-15 11:11:42 main:574] : INFO : Epoch 861 | loss: 0.0312155 | val_loss: 0.0312177 | Time: 2588.25 ms [2020-12-15 11:11:44 main:574] : INFO : Epoch 862 | loss: 0.031216 | val_loss: 0.0312201 | Time: 2584.4 ms [2020-12-15 11:11:47 main:574] : INFO : Epoch 863 | loss: 0.0312146 | val_loss: 0.0312179 | Time: 2578.89 ms [2020-12-15 11:11:50 main:574] : INFO : Epoch 864 | loss: 0.0312139 | val_loss: 0.0312188 | Time: 2580.08 ms [2020-12-15 11:11:52 main:574] : INFO : Epoch 865 | loss: 0.0312142 | val_loss: 0.031218 | Time: 2575.22 ms [2020-12-15 11:11:55 main:574] : INFO : Epoch 866 | loss: 0.0312138 | val_loss: 0.0312183 | Time: 2584.24 ms [2020-12-15 11:11:57 main:574] : INFO : Epoch 867 | loss: 0.0312143 | val_loss: 0.0312192 | Time: 2584.41 ms [2020-12-15 11:12:00 main:574] : INFO : Epoch 868 | loss: 0.0312147 | val_loss: 0.0312188 | Time: 2580.89 ms [2020-12-15 11:12:02 main:574] : INFO : Epoch 869 | loss: 0.0312146 | val_loss: 0.0312187 | Time: 2579.66 ms [2020-12-15 11:12:05 main:574] : INFO : Epoch 870 | loss: 0.0312138 | val_loss: 0.0312188 | Time: 2578.2 ms [2020-12-15 11:12:08 main:574] : INFO : Epoch 871 | loss: 0.031214 | val_loss: 0.0312179 | Time: 2578.41 ms [2020-12-15 11:12:10 main:574] : INFO : Epoch 872 | loss: 0.0312143 | val_loss: 0.0312177 | Time: 2583.38 ms [2020-12-15 11:12:13 main:574] : INFO : Epoch 873 | loss: 0.0312149 | val_loss: 0.0312184 | Time: 2580.78 ms [2020-12-15 11:12:15 main:574] : INFO : Epoch 874 | loss: 0.0312137 | val_loss: 0.0312186 | Time: 2583.8 ms [2020-12-15 11:12:18 main:574] : INFO : Epoch 875 | loss: 0.0312151 | val_loss: 0.0312171 | Time: 2585.76 ms [2020-12-15 11:12:21 main:574] : INFO : Epoch 876 | loss: 0.0312166 | val_loss: 0.0312181 | Time: 2577.54 ms [2020-12-15 11:12:23 main:574] : INFO : Epoch 877 | loss: 0.0312152 | val_loss: 0.0312259 | Time: 2608.57 ms [2020-12-15 11:12:26 main:574] : INFO : Epoch 878 | loss: 0.0312165 | val_loss: 0.0312181 | Time: 2580.14 ms [2020-12-15 11:12:28 main:574] : INFO : Epoch 879 | loss: 0.0312152 | val_loss: 0.0312199 | Time: 2590.24 ms [2020-12-15 11:12:31 main:574] : INFO : Epoch 880 | loss: 0.0312165 | val_loss: 0.0312224 | Time: 2577.27 ms [2020-12-15 11:12:34 main:574] : INFO : Epoch 881 | loss: 0.0312153 | val_loss: 0.0312185 | Time: 2574.93 ms [2020-12-15 11:12:36 main:574] : INFO : Epoch 882 | loss: 0.0312133 | val_loss: 0.0312186 | Time: 2584.45 ms [2020-12-15 11:12:39 main:574] : INFO : Epoch 883 | loss: 0.031215 | val_loss: 0.0312219 | Time: 2582.39 ms [2020-12-15 11:12:41 main:574] : INFO : Epoch 884 | loss: 0.0312141 | val_loss: 0.0312177 | Time: 2586.72 ms [2020-12-15 11:12:44 main:574] : INFO : Epoch 885 | loss: 0.0312136 | val_loss: 0.031219 | Time: 2585 ms [2020-12-15 11:12:46 main:574] : INFO : Epoch 886 | loss: 0.0312137 | val_loss: 0.0312181 | Time: 2584.98 ms [2020-12-15 11:12:49 main:574] : INFO : Epoch 887 | loss: 0.0312139 | val_loss: 0.0312181 | Time: 2585.85 ms [2020-12-15 11:12:52 main:574] : INFO : Epoch 888 | loss: 0.0312143 | val_loss: 0.031221 | Time: 2586.47 ms [2020-12-15 11:12:54 main:574] : INFO : Epoch 889 | loss: 0.0312149 | val_loss: 0.0312179 | Time: 2577.26 ms [2020-12-15 11:12:57 main:574] : INFO : Epoch 890 | loss: 0.0312136 | val_loss: 0.0312167 | Time: 2577.61 ms [2020-12-15 11:12:59 main:574] : INFO : Epoch 891 | loss: 0.0312146 | val_loss: 0.0312224 | Time: 2578.9 ms [2020-12-15 11:13:02 main:574] : INFO : Epoch 892 | loss: 0.0312139 | val_loss: 0.0312202 | Time: 2575.85 ms [2020-12-15 11:13:05 main:574] : INFO : Epoch 893 | loss: 0.0312146 | val_loss: 0.0312171 | Time: 2579.45 ms [2020-12-15 11:13:07 main:574] : INFO : Epoch 894 | loss: 0.0312131 | val_loss: 0.0312172 | Time: 2578.65 ms [2020-12-15 11:13:10 main:574] : INFO : Epoch 895 | loss: 0.0312132 | val_loss: 0.0312186 | Time: 2580.13 ms [2020-12-15 11:13:12 main:574] : INFO : Epoch 896 | loss: 0.0312156 | val_loss: 0.0312221 | Time: 2586.64 ms [2020-12-15 11:13:15 main:574] : INFO : Epoch 897 | loss: 0.0312198 | val_loss: 0.0312228 | Time: 2582 ms [2020-12-15 11:13:17 main:574] : INFO : Epoch 898 | loss: 0.0312211 | val_loss: 0.0312252 | Time: 2580.25 ms [2020-12-15 11:13:20 main:574] : INFO : Epoch 899 | loss: 0.03122 | val_loss: 0.031221 | Time: 2579.44 ms [2020-12-15 11:13:23 main:574] : INFO : Epoch 900 | loss: 0.0312175 | val_loss: 0.0312224 | Time: 2582.53 ms [2020-12-15 11:13:25 main:574] : INFO : Epoch 901 | loss: 0.0312176 | val_loss: 0.0312187 | Time: 2585.65 ms [2020-12-15 11:13:28 main:574] : INFO : Epoch 902 | loss: 0.0312156 | val_loss: 0.0312209 | Time: 2574.55 ms [2020-12-15 11:13:30 main:574] : INFO : Epoch 903 | loss: 0.0312153 | val_loss: 0.0312216 | Time: 2584.03 ms [2020-12-15 11:13:33 main:574] : INFO : Epoch 904 | loss: 0.0312155 | val_loss: 0.0312215 | Time: 2581.02 ms [2020-12-15 11:13:36 main:574] : INFO : Epoch 905 | loss: 0.0312157 | val_loss: 0.0312208 | Time: 2581.44 ms [2020-12-15 11:13:38 main:574] : INFO : Epoch 906 | loss: 0.0312148 | val_loss: 0.0312199 | Time: 2577.23 ms [2020-12-15 11:13:41 main:574] : INFO : Epoch 907 | loss: 0.0312163 | val_loss: 0.0312222 | Time: 2583.94 ms [2020-12-15 11:13:43 main:574] : INFO : Epoch 908 | loss: 0.0312167 | val_loss: 0.0312172 | Time: 2582.66 ms [2020-12-15 11:13:46 main:574] : INFO : Epoch 909 | loss: 0.0312132 | val_loss: 0.031217 | Time: 2582.25 ms [2020-12-15 11:13:48 main:574] : INFO : Epoch 910 | loss: 0.0312151 | val_loss: 0.0312228 | Time: 2578.2 ms [2020-12-15 11:13:51 main:574] : INFO : Epoch 911 | loss: 0.0312144 | val_loss: 0.0312207 | Time: 2579.71 ms [2020-12-15 11:13:54 main:574] : INFO : Epoch 912 | loss: 0.0312141 | val_loss: 0.0312169 | Time: 2587.39 ms [2020-12-15 11:13:56 main:574] : INFO : Epoch 913 | loss: 0.0312133 | val_loss: 0.0312178 | Time: 2581.85 ms [2020-12-15 11:13:59 main:574] : INFO : Epoch 914 | loss: 0.0312142 | val_loss: 0.0312197 | Time: 2582.16 ms [2020-12-15 11:14:01 main:574] : INFO : Epoch 915 | loss: 0.0312145 | val_loss: 0.031218 | Time: 2582.74 ms [2020-12-15 11:14:04 main:574] : INFO : Epoch 916 | loss: 0.0312129 | val_loss: 0.0312183 | Time: 2581.64 ms [2020-12-15 11:14:07 main:574] : INFO : Epoch 917 | loss: 0.0312134 | val_loss: 0.031219 | Time: 2580.62 ms [2020-12-15 11:14:09 main:574] : INFO : Epoch 918 | loss: 0.0312129 | val_loss: 0.0312178 | Time: 2579.58 ms [2020-12-15 11:14:12 main:574] : INFO : Epoch 919 | loss: 0.0312135 | val_loss: 0.0312176 | Time: 2584.14 ms [2020-12-15 11:14:14 main:574] : INFO : Epoch 920 | loss: 0.0312128 | val_loss: 0.0312203 | Time: 2584.72 ms [2020-12-15 11:14:17 main:574] : INFO : Epoch 921 | loss: 0.0312152 | val_loss: 0.0312198 | Time: 2585.52 ms [2020-12-15 11:14:20 main:574] : INFO : Epoch 922 | loss: 0.0312169 | val_loss: 0.0312311 | Time: 2585.14 ms [2020-12-15 11:14:22 main:574] : INFO : Epoch 923 | loss: 0.03122 | val_loss: 0.0312207 | Time: 2584.67 ms [2020-12-15 11:14:25 main:574] : INFO : Epoch 924 | loss: 0.0312162 | val_loss: 0.031219 | Time: 2581.26 ms [2020-12-15 11:14:27 main:574] : INFO : Epoch 925 | loss: 0.0312151 | val_loss: 0.0312182 | Time: 2581.53 ms [2020-12-15 11:14:30 main:574] : INFO : Epoch 926 | loss: 0.031214 | val_loss: 0.0312191 | Time: 2578.37 ms [2020-12-15 11:14:32 main:574] : INFO : Epoch 927 | loss: 0.0312136 | val_loss: 0.0312188 | Time: 2581.94 ms [2020-12-15 11:14:35 main:574] : INFO : Epoch 928 | loss: 0.031214 | val_loss: 0.031224 | Time: 2580.53 ms [2020-12-15 11:14:38 main:574] : INFO : Epoch 929 | loss: 0.0312143 | val_loss: 0.0312177 | Time: 2578.18 ms [2020-12-15 11:14:40 main:574] : INFO : Epoch 930 | loss: 0.0312131 | val_loss: 0.0312179 | Time: 2585.91 ms [2020-12-15 11:14:43 main:574] : INFO : Epoch 931 | loss: 0.0312133 | val_loss: 0.031218 | Time: 2582.6 ms [2020-12-15 11:14:45 main:574] : INFO : Epoch 932 | loss: 0.0312157 | val_loss: 0.0312178 | Time: 2585.82 ms [2020-12-15 11:14:48 main:574] : INFO : Epoch 933 | loss: 0.0312139 | val_loss: 0.0312216 | Time: 2584.46 ms [2020-12-15 11:14:51 main:574] : INFO : Epoch 934 | loss: 0.0312161 | val_loss: 0.0312183 | Time: 2587.4 ms [2020-12-15 11:14:53 main:574] : INFO : Epoch 935 | loss: 0.0312172 | val_loss: 0.0312176 | Time: 2582.92 ms [2020-12-15 11:14:56 main:574] : INFO : Epoch 936 | loss: 0.0312141 | val_loss: 0.031226 | Time: 2583.92 ms [2020-12-15 11:14:58 main:574] : INFO : Epoch 937 | loss: 0.0312167 | val_loss: 0.0312171 | Time: 2584.14 ms [2020-12-15 11:15:01 main:574] : INFO : Epoch 938 | loss: 0.031213 | val_loss: 0.0312181 | Time: 2583.5 ms [2020-12-15 11:15:03 main:574] : INFO : Epoch 939 | loss: 0.0312128 | val_loss: 0.0312179 | Time: 2586.29 ms [2020-12-15 11:15:06 main:574] : INFO : Epoch 940 | loss: 0.0312129 | val_loss: 0.0312189 | Time: 2583.36 ms [2020-12-15 11:15:09 main:574] : INFO : Epoch 941 | loss: 0.0312142 | val_loss: 0.0312174 | Time: 2598.4 ms [2020-12-15 11:15:11 main:574] : INFO : Epoch 942 | loss: 0.0312132 | val_loss: 0.0312178 | Time: 2587.2 ms [2020-12-15 11:15:14 main:574] : INFO : Epoch 943 | loss: 0.0312131 | val_loss: 0.031217 | Time: 2578.44 ms [2020-12-15 11:15:16 main:574] : INFO : Epoch 944 | loss: 0.0312135 | val_loss: 0.0312168 | Time: 2587.25 ms [2020-12-15 11:15:19 main:574] : INFO : Epoch 945 | loss: 0.031213 | val_loss: 0.031218 | Time: 2581.69 ms [2020-12-15 11:15:22 main:574] : INFO : Epoch 946 | loss: 0.0312139 | val_loss: 0.0312173 | Time: 2583.52 ms [2020-12-15 11:15:24 main:574] : INFO : Epoch 947 | loss: 0.0312137 | val_loss: 0.0312179 | Time: 2575.91 ms [2020-12-15 11:15:27 main:574] : INFO : Epoch 948 | loss: 0.0312138 | val_loss: 0.0312176 | Time: 2586.09 ms [2020-12-15 11:15:29 main:574] : INFO : Epoch 949 | loss: 0.0312152 | val_loss: 0.0312176 | Time: 2578.53 ms [2020-12-15 11:15:32 main:574] : INFO : Epoch 950 | loss: 0.0312159 | val_loss: 0.0312198 | Time: 2580.97 ms [2020-12-15 11:15:35 main:574] : INFO : Epoch 951 | loss: 0.0312137 | val_loss: 0.0312171 | Time: 2581.94 ms [2020-12-15 11:15:37 main:574] : INFO : Epoch 952 | loss: 0.0312127 | val_loss: 0.0312169 | Time: 2585.49 ms [2020-12-15 11:15:40 main:574] : INFO : Epoch 953 | loss: 0.0312124 | val_loss: 0.0312171 | Time: 2578.08 ms [2020-12-15 11:15:42 main:574] : INFO : Epoch 954 | loss: 0.0312127 | val_loss: 0.0312186 | Time: 2578.45 ms [2020-12-15 11:15:45 main:574] : INFO : Epoch 955 | loss: 0.0312128 | val_loss: 0.0312187 | Time: 2583.83 ms [2020-12-15 11:15:47 main:574] : INFO : Epoch 956 | loss: 0.0312136 | val_loss: 0.0312179 | Time: 2580.1 ms [2020-12-15 11:15:50 main:574] : INFO : Epoch 957 | loss: 0.0312147 | val_loss: 0.0312199 | Time: 2600.12 ms [2020-12-15 11:15:53 main:574] : INFO : Epoch 958 | loss: 0.0312147 | val_loss: 0.0312207 | Time: 2583.54 ms [2020-12-15 11:15:55 main:574] : INFO : Epoch 959 | loss: 0.0312125 | val_loss: 0.0312169 | Time: 2574.12 ms [2020-12-15 11:15:58 main:574] : INFO : Epoch 960 | loss: 0.0312135 | val_loss: 0.031218 | Time: 2582.35 ms [2020-12-15 11:16:00 main:574] : INFO : Epoch 961 | loss: 0.0312131 | val_loss: 0.0312177 | Time: 2574.83 ms [2020-12-15 11:16:03 main:574] : INFO : Epoch 962 | loss: 0.0312135 | val_loss: 0.0312202 | Time: 2575.51 ms [2020-12-15 11:16:06 main:574] : INFO : Epoch 963 | loss: 0.0312128 | val_loss: 0.0312204 | Time: 2577.7 ms [2020-12-15 11:16:08 main:574] : INFO : Epoch 964 | loss: 0.0312128 | val_loss: 0.0312165 | Time: 2584.01 ms [2020-12-15 11:16:11 main:574] : INFO : Epoch 965 | loss: 0.0312122 | val_loss: 0.0312169 | Time: 2576.87 ms [2020-12-15 11:16:13 main:574] : INFO : Epoch 966 | loss: 0.0312125 | val_loss: 0.0312181 | Time: 2572.02 ms [2020-12-15 11:16:16 main:574] : INFO : Epoch 967 | loss: 0.0312127 | val_loss: 0.0312172 | Time: 2585.44 ms [2020-12-15 11:16:18 main:574] : INFO : Epoch 968 | loss: 0.0312137 | val_loss: 0.0312187 | Time: 2577.15 ms [2020-12-15 11:16:21 main:574] : INFO : Epoch 969 | loss: 0.0312141 | val_loss: 0.0312171 | Time: 2577.87 ms [2020-12-15 11:16:24 main:574] : INFO : Epoch 970 | loss: 0.031212 | val_loss: 0.0312167 | Time: 2569.88 ms [2020-12-15 11:16:26 main:574] : INFO : Epoch 971 | loss: 0.0312126 | val_loss: 0.0312181 | Time: 2584.15 ms [2020-12-15 11:16:29 main:574] : INFO : Epoch 972 | loss: 0.0312126 | val_loss: 0.0312196 | Time: 2577.79 ms [2020-12-15 11:16:31 main:574] : INFO : Epoch 973 | loss: 0.0312129 | val_loss: 0.0312209 | Time: 2578.82 ms [2020-12-15 11:16:34 main:574] : INFO : Epoch 974 | loss: 0.0312131 | val_loss: 0.0312184 | Time: 2577.64 ms [2020-12-15 11:16:37 main:574] : INFO : Epoch 975 | loss: 0.0312125 | val_loss: 0.0312173 | Time: 2574.56 ms [2020-12-15 11:16:39 main:574] : INFO : Epoch 976 | loss: 0.0312133 | val_loss: 0.0312201 | Time: 2578.7 ms [2020-12-15 11:16:42 main:574] : INFO : Epoch 977 | loss: 0.031213 | val_loss: 0.0312165 | Time: 2580.84 ms [2020-12-15 11:16:44 main:574] : INFO : Epoch 978 | loss: 0.0312125 | val_loss: 0.0312201 | Time: 2582.82 ms [2020-12-15 11:16:47 main:574] : INFO : Epoch 979 | loss: 0.0312142 | val_loss: 0.0312164 | Time: 2578.83 ms [2020-12-15 11:16:49 main:574] : INFO : Epoch 980 | loss: 0.031213 | val_loss: 0.0312184 | Time: 2577.58 ms [2020-12-15 11:16:52 main:574] : INFO : Epoch 981 | loss: 0.0312133 | val_loss: 0.0312166 | Time: 2577.89 ms [2020-12-15 11:16:55 main:574] : INFO : Epoch 982 | loss: 0.0312128 | val_loss: 0.0312172 | Time: 2581.19 ms [2020-12-15 11:16:57 main:574] : INFO : Epoch 983 | loss: 0.0312164 | val_loss: 0.0312236 | Time: 2576.71 ms [2020-12-15 11:17:00 main:574] : INFO : Epoch 984 | loss: 0.0312188 | val_loss: 0.0312193 | Time: 2580.82 ms [2020-12-15 11:17:02 main:574] : INFO : Epoch 985 | loss: 0.0312152 | val_loss: 0.0312196 | Time: 2584.99 ms [2020-12-15 11:17:05 main:574] : INFO : Epoch 986 | loss: 0.0312151 | val_loss: 0.0312198 | Time: 2579.3 ms [2020-12-15 11:17:08 main:574] : INFO : Epoch 987 | loss: 0.0312149 | val_loss: 0.031217 | Time: 2579.54 ms [2020-12-15 11:17:10 main:574] : INFO : Epoch 988 | loss: 0.0312134 | val_loss: 0.0312186 | Time: 2575.37 ms [2020-12-15 11:17:13 main:574] : INFO : Epoch 989 | loss: 0.0312126 | val_loss: 0.0312184 | Time: 2583.03 ms [2020-12-15 11:17:15 main:574] : INFO : Epoch 990 | loss: 0.0312132 | val_loss: 0.0312167 | Time: 2578.25 ms [2020-12-15 11:17:18 main:574] : INFO : Epoch 991 | loss: 0.0312129 | val_loss: 0.0312178 | Time: 2575.08 ms [2020-12-15 11:17:20 main:574] : INFO : Epoch 992 | loss: 0.031213 | val_loss: 0.0312193 | Time: 2575.47 ms [2020-12-15 11:17:23 main:574] : INFO : Epoch 993 | loss: 0.0312129 | val_loss: 0.0312168 | Time: 2582.73 ms [2020-12-15 11:17:26 main:574] : INFO : Epoch 994 | loss: 0.0312119 | val_loss: 0.0312169 | Time: 2579.63 ms [2020-12-15 11:17:28 main:574] : INFO : Epoch 995 | loss: 0.0312118 | val_loss: 0.03122 | Time: 2581.1 ms [2020-12-15 11:17:31 main:574] : INFO : Epoch 996 | loss: 0.031216 | val_loss: 0.0312214 | Time: 2580.74 ms [2020-12-15 11:17:33 main:574] : INFO : Epoch 997 | loss: 0.0312146 | val_loss: 0.0312185 | Time: 2574.89 ms [2020-12-15 11:17:36 main:574] : INFO : Epoch 998 | loss: 0.0312149 | val_loss: 0.0312196 | Time: 2580.76 ms [2020-12-15 11:17:39 main:574] : INFO : Epoch 999 | loss: 0.0312134 | val_loss: 0.0312202 | Time: 2583.81 ms [2020-12-15 11:17:41 main:574] : INFO : Epoch 1000 | loss: 0.0312129 | val_loss: 0.0312203 | Time: 2584.62 ms [2020-12-15 11:17:44 main:574] : INFO : Epoch 1001 | loss: 0.0312148 | val_loss: 0.0312203 | Time: 2582.86 ms [2020-12-15 11:17:46 main:574] : INFO : Epoch 1002 | loss: 0.0312127 | val_loss: 0.0312208 | Time: 2582 ms [2020-12-15 11:17:49 main:574] : INFO : Epoch 1003 | loss: 0.031213 | val_loss: 0.0312224 | Time: 2585.73 ms [2020-12-15 11:17:51 main:574] : INFO : Epoch 1004 | loss: 0.0312152 | val_loss: 0.0312224 | Time: 2577.26 ms [2020-12-15 11:17:54 main:574] : INFO : Epoch 1005 | loss: 0.0312126 | val_loss: 0.0312181 | Time: 2575.23 ms [2020-12-15 11:17:57 main:574] : INFO : Epoch 1006 | loss: 0.031213 | val_loss: 0.031218 | Time: 2588.86 ms [2020-12-15 11:17:59 main:574] : INFO : Epoch 1007 | loss: 0.0312126 | val_loss: 0.0312181 | Time: 2583.82 ms [2020-12-15 11:18:02 main:574] : INFO : Epoch 1008 | loss: 0.0312135 | val_loss: 0.0312191 | Time: 2578.16 ms [2020-12-15 11:18:04 main:574] : INFO : Epoch 1009 | loss: 0.0312137 | val_loss: 0.0312192 | Time: 2578.03 ms [2020-12-15 11:18:07 main:574] : INFO : Epoch 1010 | loss: 0.0312143 | val_loss: 0.0312227 | Time: 2576.55 ms [2020-12-15 11:18:10 main:574] : INFO : Epoch 1011 | loss: 0.0312134 | val_loss: 0.0312179 | Time: 2583.12 ms [2020-12-15 11:18:12 main:574] : INFO : Epoch 1012 | loss: 0.0312135 | val_loss: 0.0312199 | Time: 2577.4 ms [2020-12-15 11:18:15 main:574] : INFO : Epoch 1013 | loss: 0.0312134 | val_loss: 0.0312185 | Time: 2582.64 ms [2020-12-15 11:18:17 main:574] : INFO : Epoch 1014 | loss: 0.0312138 | val_loss: 0.0312187 | Time: 2578.74 ms [2020-12-15 11:18:20 main:574] : INFO : Epoch 1015 | loss: 0.0312127 | val_loss: 0.0312195 | Time: 2584.3 ms [2020-12-15 11:18:22 main:574] : INFO : Epoch 1016 | loss: 0.0312133 | val_loss: 0.0312206 | Time: 2583.89 ms [2020-12-15 11:18:25 main:574] : INFO : Epoch 1017 | loss: 0.0312124 | val_loss: 0.03122 | Time: 2582.2 ms [2020-12-15 11:18:28 main:574] : INFO : Epoch 1018 | loss: 0.0312131 | val_loss: 0.0312185 | Time: 2585.14 ms [2020-12-15 11:18:30 main:574] : INFO : Epoch 1019 | loss: 0.0312121 | val_loss: 0.0312186 | Time: 2583.79 ms [2020-12-15 11:18:33 main:574] : INFO : Epoch 1020 | loss: 0.0312127 | val_loss: 0.0312188 | Time: 2584.39 ms [2020-12-15 11:18:35 main:574] : INFO : Epoch 1021 | loss: 0.0312124 | val_loss: 0.0312182 | Time: 2581.33 ms [2020-12-15 11:18:38 main:574] : INFO : Epoch 1022 | loss: 0.0312125 | val_loss: 0.0312177 | Time: 2588.5 ms [2020-12-15 11:18:41 main:574] : INFO : Epoch 1023 | loss: 0.0312116 | val_loss: 0.0312185 | Time: 2583.63 ms [2020-12-15 11:18:43 main:574] : INFO : Epoch 1024 | loss: 0.0312121 | val_loss: 0.0312223 | Time: 2584.99 ms [2020-12-15 11:18:43 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312223 [2020-12-15 11:18:43 main:603] : INFO : Saving end state to config to file [2020-12-15 11:18:43 main:608] : INFO : Success, exiting.. 11:18:43 (1508): 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)