Task 3361655
| Name | EightBitModified-1605930850-30655-2_2 |
| Workunit | 1465895 |
| Created | 19 Dec 2020, 20:40:49 UTC |
| Sent | 19 Dec 2020, 21:10:43 UTC |
| Report deadline | 26 Dec 2020, 21:10:43 UTC |
| Received | 21 Dec 2020, 2:11:21 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5512 |
| Run time | 42 min 55 sec |
| CPU time | 38 min 23 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 13,714.14 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.45 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> ain:574] : INFO : Epoch 530 | loss: 0.000151685 | val_loss: 0.000154699 | Time: 2577.77 ms [2020-12-21 02:50:36 main:574] : INFO : Epoch 531 | loss: 0.000132025 | val_loss: 0.000167124 | Time: 2499.14 ms [2020-12-21 02:50:39 main:574] : INFO : Epoch 532 | loss: 0.000195883 | val_loss: 0.000155444 | Time: 2591.02 ms [2020-12-21 02:50:41 main:574] : INFO : Epoch 533 | loss: 0.000137656 | val_loss: 0.000146667 | Time: 2436.75 ms [2020-12-21 02:50:44 main:574] : INFO : Epoch 534 | loss: 0.000150166 | val_loss: 0.000264753 | Time: 2571.59 ms [2020-12-21 02:50:47 main:574] : INFO : Epoch 535 | loss: 0.000173135 | val_loss: 0.000148554 | Time: 2637.99 ms [2020-12-21 02:50:49 main:574] : INFO : Epoch 536 | loss: 0.000127796 | val_loss: 0.000139797 | Time: 2565.41 ms [2020-12-21 02:50:52 main:574] : INFO : Epoch 537 | loss: 0.000121589 | val_loss: 0.000141255 | Time: 2518.49 ms [2020-12-21 02:50:54 main:574] : INFO : Epoch 538 | loss: 0.000256849 | val_loss: 0.00036031 | Time: 2562.49 ms [2020-12-21 02:50:57 main:574] : INFO : Epoch 539 | loss: 0.000231391 | val_loss: 0.000175916 | Time: 2590.44 ms [2020-12-21 02:51:00 main:574] : INFO : Epoch 540 | loss: 0.000139962 | val_loss: 0.000143869 | Time: 2540.12 ms [2020-12-21 02:51:02 main:574] : INFO : Epoch 541 | loss: 0.000124007 | val_loss: 0.000138634 | Time: 2658.84 ms [2020-12-21 02:51:05 main:574] : INFO : Epoch 542 | loss: 0.000179465 | val_loss: 0.000323208 | Time: 2531.41 ms [2020-12-21 02:51:07 main:574] : INFO : Epoch 543 | loss: 0.00020354 | val_loss: 0.000175364 | Time: 2593.77 ms [2020-12-21 02:51:10 main:574] : INFO : Epoch 544 | loss: 0.000139118 | val_loss: 0.00014716 | Time: 2519.56 ms [2020-12-21 02:51:13 main:574] : INFO : Epoch 545 | loss: 0.000126217 | val_loss: 0.000144616 | Time: 2619.77 ms [2020-12-21 02:51:15 main:574] : INFO : Epoch 546 | loss: 0.000182811 | val_loss: 0.000173062 | Time: 2723.94 ms [2020-12-21 02:51:18 main:574] : INFO : Epoch 547 | loss: 0.000144568 | val_loss: 0.000151021 | Time: 2637.79 ms [2020-12-21 02:51:21 main:574] : INFO : Epoch 548 | loss: 0.000128501 | val_loss: 0.000141924 | Time: 2618.52 ms [2020-12-21 02:51:24 main:574] : INFO : Epoch 549 | loss: 0.000165898 | val_loss: 0.000239418 | Time: 2727.1 ms [2020-12-21 02:51:26 main:574] : INFO : Epoch 550 | loss: 0.00018049 | val_loss: 0.000160631 | Time: 2653.85 ms [2020-12-21 02:51:29 main:574] : INFO : Epoch 551 | loss: 0.00013338 | val_loss: 0.000144964 | Time: 2639.44 ms [2020-12-21 02:51:32 main:574] : INFO : Epoch 552 | loss: 0.000128613 | val_loss: 0.00016885 | Time: 2631.13 ms [2020-12-21 02:51:34 main:574] : INFO : Epoch 553 | loss: 0.000261412 | val_loss: 0.000241574 | Time: 2679.89 ms [2020-12-21 02:51:37 main:574] : INFO : Epoch 554 | loss: 0.000172961 | val_loss: 0.000158424 | Time: 2632.02 ms [2020-12-21 02:51:40 main:574] : INFO : Epoch 555 | loss: 0.000131032 | val_loss: 0.00013961 | Time: 2621.32 ms [2020-12-21 02:51:42 main:574] : INFO : Epoch 556 | loss: 0.000124474 | val_loss: 0.000164129 | Time: 2603.6 ms [2020-12-21 02:51:45 main:574] : INFO : Epoch 557 | loss: 0.000221668 | val_loss: 0.00020134 | Time: 2621.22 ms [2020-12-21 02:51:47 main:574] : INFO : Epoch 558 | loss: 0.000148047 | val_loss: 0.000147728 | Time: 2533.72 ms [2020-12-21 02:51:50 main:574] : INFO : Epoch 559 | loss: 0.000126963 | val_loss: 0.000141062 | Time: 2579.19 ms [2020-12-21 02:51:53 main:574] : INFO : Epoch 560 | loss: 0.000160132 | val_loss: 0.000159437 | Time: 2586.54 ms [2020-12-21 02:51:55 main:574] : INFO : Epoch 561 | loss: 0.000168857 | val_loss: 0.000414191 | Time: 2604.89 ms [2020-12-21 02:51:58 main:574] : INFO : Epoch 562 | loss: 0.000228953 | val_loss: 0.000171795 | Time: 2645.23 ms [2020-12-21 02:52:01 main:574] : INFO : Epoch 563 | loss: 0.000142608 | val_loss: 0.000148626 | Time: 2652.17 ms [2020-12-21 02:52:03 main:574] : INFO : Epoch 564 | loss: 0.000132864 | val_loss: 0.00016211 | Time: 2606.17 ms [2020-12-21 02:52:06 main:574] : INFO : Epoch 565 | loss: 0.0001568 | val_loss: 0.000192819 | Time: 2600.92 ms [2020-12-21 02:52:08 main:574] : INFO : Epoch 566 | loss: 0.000142272 | val_loss: 0.000142182 | Time: 2551.55 ms [2020-12-21 02:52:11 main:574] : INFO : Epoch 567 | loss: 0.000127823 | val_loss: 0.00015241 | Time: 2562.04 ms [2020-12-21 02:52:14 main:574] : INFO : Epoch 568 | loss: 0.00020354 | val_loss: 0.000208468 | Time: 2733.34 ms [2020-12-21 02:52:16 main:574] : INFO : Epoch 569 | loss: 0.000149767 | val_loss: 0.000148082 | Time: 2492.43 ms [2020-12-21 02:52:19 main:574] : INFO : Epoch 570 | loss: 0.000126971 | val_loss: 0.00014503 | Time: 2534.29 ms [2020-12-21 02:52:22 main:574] : INFO : Epoch 571 | loss: 0.000190536 | val_loss: 0.000314295 | Time: 2657.69 ms [2020-12-21 02:52:24 main:574] : INFO : Epoch 572 | loss: 0.000230173 | val_loss: 0.000249699 | Time: 2570.25 ms [2020-12-21 02:52:27 main:574] : INFO : Epoch 573 | loss: 0.000164531 | val_loss: 0.000157747 | Time: 2470.25 ms [2020-12-21 02:52:29 main:574] : INFO : Epoch 574 | loss: 0.000131647 | val_loss: 0.000141966 | Time: 2557.36 ms [2020-12-21 02:52:32 main:574] : INFO : Epoch 575 | loss: 0.000122606 | val_loss: 0.000144035 | Time: 2539.95 ms [2020-12-21 02:52:34 main:574] : INFO : Epoch 576 | loss: 0.000185092 | val_loss: 0.000196582 | Time: 2456.64 ms [2020-12-21 02:52:37 main:574] : INFO : Epoch 577 | loss: 0.000144889 | val_loss: 0.000152433 | Time: 2420.64 ms [2020-12-21 02:52:39 main:574] : INFO : Epoch 578 | loss: 0.000210826 | val_loss: 0.000210069 | Time: 2476.24 ms [2020-12-21 02:52:42 main:574] : INFO : Epoch 579 | loss: 0.000160358 | val_loss: 0.000153366 | Time: 2597.93 ms [2020-12-21 02:52:45 main:574] : INFO : Epoch 580 | loss: 0.000133676 | val_loss: 0.000157868 | Time: 2599.2 ms [2020-12-21 02:52:47 main:574] : INFO : Epoch 581 | loss: 0.000139368 | val_loss: 0.000140734 | Time: 2556.79 ms [2020-12-21 02:52:50 main:574] : INFO : Epoch 582 | loss: 0.000122547 | val_loss: 0.00013939 | Time: 2441.81 ms [2020-12-21 02:52:52 main:574] : INFO : Epoch 583 | loss: 0.000193092 | val_loss: 0.000175011 | Time: 2428.32 ms [2020-12-21 02:52:55 main:574] : INFO : Epoch 584 | loss: 0.000222002 | val_loss: 0.000197567 | Time: 2459.46 ms [2020-12-21 02:52:57 main:574] : INFO : Epoch 585 | loss: 0.000146243 | val_loss: 0.000142404 | Time: 2494.87 ms [2020-12-21 02:52:59 main:574] : INFO : Epoch 586 | loss: 0.000125163 | val_loss: 0.000139579 | Time: 2396.58 ms [2020-12-21 02:53:02 main:574] : INFO : Epoch 587 | loss: 0.000138615 | val_loss: 0.000199918 | Time: 2472.73 ms [2020-12-21 02:53:05 main:574] : INFO : Epoch 588 | loss: 0.000170872 | val_loss: 0.000167729 | Time: 2514.69 ms [2020-12-21 02:53:07 main:574] : INFO : Epoch 589 | loss: 0.000139287 | val_loss: 0.000165197 | Time: 2525.14 ms [2020-12-21 02:53:10 main:574] : INFO : Epoch 590 | loss: 0.000161173 | val_loss: 0.000198618 | Time: 2566.19 ms [2020-12-21 02:53:12 main:574] : INFO : Epoch 591 | loss: 0.000207305 | val_loss: 0.000180675 | Time: 2510.32 ms [2020-12-21 02:53:15 main:574] : INFO : Epoch 592 | loss: 0.000142713 | val_loss: 0.000144913 | Time: 2577.43 ms [2020-12-21 02:53:17 main:574] : INFO : Epoch 593 | loss: 0.000136163 | val_loss: 0.000201157 | Time: 2567.21 ms [2020-12-21 02:53:20 main:574] : INFO : Epoch 594 | loss: 0.000190013 | val_loss: 0.000164515 | Time: 2443.63 ms [2020-12-21 02:53:22 main:574] : INFO : Epoch 595 | loss: 0.0001374 | val_loss: 0.000144605 | Time: 2406.4 ms [2020-12-21 02:53:25 main:574] : INFO : Epoch 596 | loss: 0.000146825 | val_loss: 0.000257516 | Time: 2516.18 ms [2020-12-21 02:53:27 main:574] : INFO : Epoch 597 | loss: 0.000179509 | val_loss: 0.000205363 | Time: 2451 ms [2020-12-21 02:53:30 main:574] : INFO : Epoch 598 | loss: 0.00015883 | val_loss: 0.000151802 | Time: 2511.91 ms [2020-12-21 02:53:32 main:574] : INFO : Epoch 599 | loss: 0.000130601 | val_loss: 0.000144834 | Time: 2397.45 ms [2020-12-21 02:53:35 main:574] : INFO : Epoch 600 | loss: 0.000165943 | val_loss: 0.000331973 | Time: 2424.87 ms [2020-12-21 02:53:37 main:574] : INFO : Epoch 601 | loss: 0.000193316 | val_loss: 0.000157814 | Time: 2360.02 ms [2020-12-21 02:53:40 main:574] : INFO : Epoch 602 | loss: 0.000134386 | val_loss: 0.000144113 | Time: 2401.58 ms [2020-12-21 02:53:42 main:574] : INFO : Epoch 603 | loss: 0.000154963 | val_loss: 0.000273085 | Time: 2430.08 ms [2020-12-21 02:53:45 main:574] : INFO : Epoch 604 | loss: 0.000216812 | val_loss: 0.000197877 | Time: 2471.94 ms [2020-12-21 02:53:47 main:574] : INFO : Epoch 605 | loss: 0.000156728 | val_loss: 0.000170179 | Time: 2404.65 ms [2020-12-21 02:53:49 main:574] : INFO : Epoch 606 | loss: 0.000137476 | val_loss: 0.000140958 | Time: 2420.58 ms [2020-12-21 02:53:52 main:574] : INFO : Epoch 607 | loss: 0.000124062 | val_loss: 0.00014922 | Time: 2494.33 ms [2020-12-21 02:53:54 main:574] : INFO : Epoch 608 | loss: 0.000189323 | val_loss: 0.000243436 | Time: 2397.03 ms [2020-12-21 02:53:57 main:574] : INFO : Epoch 609 | loss: 0.000210051 | val_loss: 0.000174193 | Time: 2591.91 ms [2020-12-21 02:53:59 main:574] : INFO : Epoch 610 | loss: 0.000139116 | val_loss: 0.000147336 | Time: 2383.56 ms [2020-12-21 02:54:02 main:574] : INFO : Epoch 611 | loss: 0.000173721 | val_loss: 0.000180661 | Time: 2423.02 ms [2020-12-21 02:54:04 main:574] : INFO : Epoch 612 | loss: 0.000151015 | val_loss: 0.000150259 | Time: 2501.37 ms [2020-12-21 02:54:07 main:574] : INFO : Epoch 613 | loss: 0.000129229 | val_loss: 0.000152306 | Time: 2502.89 ms [2020-12-21 02:54:09 main:574] : INFO : Epoch 614 | loss: 0.000170997 | val_loss: 0.000156529 | Time: 2407.82 ms [2020-12-21 02:54:12 main:574] : INFO : Epoch 615 | loss: 0.000136428 | val_loss: 0.00014318 | Time: 2544.52 ms [2020-12-21 02:54:14 main:574] : INFO : Epoch 616 | loss: 0.000157249 | val_loss: 0.00017612 | Time: 2550.9 ms [2020-12-21 02:54:17 main:574] : INFO : Epoch 617 | loss: 0.000167765 | val_loss: 0.000168528 | Time: 2523.68 ms [2020-12-21 02:54:20 main:574] : INFO : Epoch 618 | loss: 0.000149839 | val_loss: 0.000167982 | Time: 2517.63 ms [2020-12-21 02:54:22 main:574] : INFO : Epoch 619 | loss: 0.000145243 | val_loss: 0.000238722 | Time: 2555.8 ms [2020-12-21 02:54:25 main:574] : INFO : Epoch 620 | loss: 0.000188424 | val_loss: 0.000210952 | Time: 2398.18 ms [2020-12-21 02:54:27 main:574] : INFO : Epoch 621 | loss: 0.000199976 | val_loss: 0.000162019 | Time: 2452.27 ms [2020-12-21 02:54:29 main:574] : INFO : Epoch 622 | loss: 0.000141204 | val_loss: 0.000148716 | Time: 2384.67 ms [2020-12-21 02:54:32 main:574] : INFO : Epoch 623 | loss: 0.000126371 | val_loss: 0.00014105 | Time: 2377.71 ms [2020-12-21 02:54:34 main:574] : INFO : Epoch 624 | loss: 0.000128216 | val_loss: 0.000177691 | Time: 2471.22 ms [2020-12-21 02:54:37 main:574] : INFO : Epoch 625 | loss: 0.000242296 | val_loss: 0.000178013 | Time: 2521.94 ms [2020-12-21 02:54:39 main:574] : INFO : Epoch 626 | loss: 0.000157446 | val_loss: 0.000155068 | Time: 2564.25 ms [2020-12-21 02:54:42 main:574] : INFO : Epoch 627 | loss: 0.000131816 | val_loss: 0.000140497 | Time: 2491.69 ms [2020-12-21 02:54:44 main:574] : INFO : Epoch 628 | loss: 0.000139061 | val_loss: 0.000288431 | Time: 2372.49 ms [2020-12-21 02:54:47 main:574] : INFO : Epoch 629 | loss: 0.000209892 | val_loss: 0.000157324 | Time: 2426.24 ms [2020-12-21 02:54:49 main:574] : INFO : Epoch 630 | loss: 0.00014558 | val_loss: 0.000164456 | Time: 2482.16 ms [2020-12-21 02:54:52 main:574] : INFO : Epoch 631 | loss: 0.00017385 | val_loss: 0.000153717 | Time: 2487.64 ms [2020-12-21 02:54:54 main:574] : INFO : Epoch 632 | loss: 0.000135393 | val_loss: 0.000148308 | Time: 2341.57 ms [2020-12-21 02:54:57 main:574] : INFO : Epoch 633 | loss: 0.00013077 | val_loss: 0.000156344 | Time: 2356.57 ms [2020-12-21 02:54:59 main:574] : INFO : Epoch 634 | loss: 0.00017264 | val_loss: 0.000226284 | Time: 2376.56 ms [2020-12-21 02:55:01 main:574] : INFO : Epoch 635 | loss: 0.000162429 | val_loss: 0.000161283 | Time: 2490.73 ms [2020-12-21 02:55:04 main:574] : INFO : Epoch 636 | loss: 0.000131854 | val_loss: 0.000145803 | Time: 2467.29 ms [2020-12-21 02:55:06 main:574] : INFO : Epoch 637 | loss: 0.000147347 | val_loss: 0.000231691 | Time: 2478.78 ms [2020-12-21 02:55:09 main:574] : INFO : Epoch 638 | loss: 0.000196973 | val_loss: 0.000148588 | Time: 2462.47 ms [2020-12-21 02:55:11 main:574] : INFO : Epoch 639 | loss: 0.000134065 | val_loss: 0.000144883 | Time: 2487.4 ms [2020-12-21 02:55:14 main:574] : INFO : Epoch 640 | loss: 0.000150475 | val_loss: 0.000227949 | Time: 2500.95 ms [2020-12-21 02:55:17 main:574] : INFO : Epoch 641 | loss: 0.000156385 | val_loss: 0.000148653 | Time: 2522.29 ms [2020-12-21 02:55:19 main:574] : INFO : Epoch 642 | loss: 0.000132407 | val_loss: 0.000173822 | Time: 2532.15 ms [2020-12-21 02:55:22 main:574] : INFO : Epoch 643 | loss: 0.000200463 | val_loss: 0.000171883 | Time: 2476.89 ms [2020-12-21 02:55:24 main:574] : INFO : Epoch 644 | loss: 0.00015162 | val_loss: 0.000189803 | Time: 2418.71 ms [2020-12-21 02:55:27 main:574] : INFO : Epoch 645 | loss: 0.000153171 | val_loss: 0.000154018 | Time: 2477.41 ms [2020-12-21 02:55:29 main:574] : INFO : Epoch 646 | loss: 0.00013183 | val_loss: 0.000184294 | Time: 2443.98 ms [2020-12-21 02:55:31 main:574] : INFO : Epoch 647 | loss: 0.000237746 | val_loss: 0.000236433 | Time: 2386.14 ms [2020-12-21 02:55:34 main:574] : INFO : Epoch 648 | loss: 0.000158865 | val_loss: 0.000152491 | Time: 2444.84 ms [2020-12-21 02:55:36 main:574] : INFO : Epoch 649 | loss: 0.000142135 | val_loss: 0.000219558 | Time: 2546.86 ms [2020-12-21 02:55:39 main:574] : INFO : Epoch 650 | loss: 0.000177862 | val_loss: 0.000216317 | Time: 2575.23 ms [2020-12-21 02:55:42 main:574] : INFO : Epoch 651 | loss: 0.00015394 | val_loss: 0.000145547 | Time: 2602.17 ms [2020-12-21 02:55:44 main:574] : INFO : Epoch 652 | loss: 0.000124578 | val_loss: 0.000141324 | Time: 2495.9 ms [2020-12-21 02:55:47 main:574] : INFO : Epoch 653 | loss: 0.000170387 | val_loss: 0.000235362 | Time: 2479.98 ms [2020-12-21 02:55:49 main:574] : INFO : Epoch 654 | loss: 0.000191643 | val_loss: 0.000185288 | Time: 2482.2 ms [2020-12-21 02:55:52 main:574] : INFO : Epoch 655 | loss: 0.000140393 | val_loss: 0.000153721 | Time: 2391.63 ms [2020-12-21 02:55:54 main:574] : INFO : Epoch 656 | loss: 0.000136224 | val_loss: 0.000160879 | Time: 2406.79 ms [2020-12-21 02:55:57 main:574] : INFO : Epoch 657 | loss: 0.000149032 | val_loss: 0.000145918 | Time: 2485.7 ms [2020-12-21 02:55:59 main:574] : INFO : Epoch 658 | loss: 0.000134937 | val_loss: 0.000157768 | Time: 2487.98 ms [2020-12-21 02:56:02 main:574] : INFO : Epoch 659 | loss: 0.0001866 | val_loss: 0.000195247 | Time: 2555.95 ms [2020-12-21 02:56:04 main:574] : INFO : Epoch 660 | loss: 0.000177287 | val_loss: 0.00015383 | Time: 2522.86 ms [2020-12-21 02:56:07 main:574] : INFO : Epoch 661 | loss: 0.000134158 | val_loss: 0.000151183 | Time: 2582.1 ms [2020-12-21 02:56:09 main:574] : INFO : Epoch 662 | loss: 0.000192143 | val_loss: 0.000194539 | Time: 2476.03 ms [2020-12-21 02:56:12 main:574] : INFO : Epoch 663 | loss: 0.000143882 | val_loss: 0.000155138 | Time: 2445.48 ms [2020-12-21 02:56:14 main:574] : INFO : Epoch 664 | loss: 0.000147681 | val_loss: 0.000167575 | Time: 2422.88 ms [2020-12-21 02:56:17 main:574] : INFO : Epoch 665 | loss: 0.000129985 | val_loss: 0.000140677 | Time: 2640.93 ms [2020-12-21 02:56:20 main:574] : INFO : Epoch 666 | loss: 0.000130494 | val_loss: 0.000242105 | Time: 2531.8 ms [2020-12-21 02:56:22 main:574] : INFO : Epoch 667 | loss: 0.000300532 | val_loss: 0.000226145 | Time: 2600.01 ms [2020-12-21 02:56:25 main:574] : INFO : Epoch 668 | loss: 0.000181316 | val_loss: 0.000168732 | Time: 2543.75 ms [2020-12-21 02:56:27 main:574] : INFO : Epoch 669 | loss: 0.000137931 | val_loss: 0.000144134 | Time: 2514.11 ms [2020-12-21 02:56:30 main:574] : INFO : Epoch 670 | loss: 0.000123337 | val_loss: 0.000139948 | Time: 2512.79 ms [2020-12-21 02:56:32 main:574] : INFO : Epoch 671 | loss: 0.000155663 | val_loss: 0.000170083 | Time: 2501.05 ms [2020-12-21 02:56:35 main:574] : INFO : Epoch 672 | loss: 0.000153013 | val_loss: 0.000154277 | Time: 2455.24 ms [2020-12-21 02:56:37 main:574] : INFO : Epoch 673 | loss: 0.000128505 | val_loss: 0.000143298 | Time: 2479.56 ms [2020-12-21 02:56:40 main:574] : INFO : Epoch 674 | loss: 0.000129869 | val_loss: 0.000211803 | Time: 2503.29 ms [2020-12-21 02:56:42 main:574] : INFO : Epoch 675 | loss: 0.000235689 | val_loss: 0.000204531 | Time: 2549.4 ms [2020-12-21 02:56:45 main:574] : INFO : Epoch 676 | loss: 0.000145679 | val_loss: 0.000147421 | Time: 2483.35 ms [2020-12-21 02:56:47 main:574] : INFO : Epoch 677 | loss: 0.000129136 | val_loss: 0.000158608 | Time: 2461.07 ms [2020-12-21 02:56:50 main:574] : INFO : Epoch 678 | loss: 0.000157766 | val_loss: 0.000164742 | Time: 2424.1 ms [2020-12-21 02:56:52 main:574] : INFO : Epoch 679 | loss: 0.000131671 | val_loss: 0.000138929 | Time: 2531.32 ms [2020-12-21 02:56:55 main:574] : INFO : Epoch 680 | loss: 0.000126296 | val_loss: 0.000181784 | Time: 2569.44 ms [2020-12-21 02:56:58 main:574] : INFO : Epoch 681 | loss: 0.000241975 | val_loss: 0.000268346 | Time: 2505.15 ms [2020-12-21 02:57:00 main:574] : INFO : Epoch 682 | loss: 0.000178981 | val_loss: 0.000160889 | Time: 2602.36 ms [2020-12-21 02:57:03 main:574] : INFO : Epoch 683 | loss: 0.000153908 | val_loss: 0.000201592 | Time: 2482.98 ms [2020-12-21 02:57:05 main:574] : INFO : Epoch 684 | loss: 0.00014503 | val_loss: 0.000151834 | Time: 2397.45 ms [2020-12-21 02:57:08 main:574] : INFO : Epoch 685 | loss: 0.000162556 | val_loss: 0.000162785 | Time: 2540.81 ms [2020-12-21 02:57:10 main:574] : INFO : Epoch 686 | loss: 0.000135969 | val_loss: 0.000143886 | Time: 2475.2 ms [2020-12-21 02:57:13 main:574] : INFO : Epoch 687 | loss: 0.000125634 | val_loss: 0.000143485 | Time: 2441.11 ms [2020-12-21 02:57:15 main:574] : INFO : Epoch 688 | loss: 0.000194565 | val_loss: 0.000252832 | Time: 2359.84 ms [2020-12-21 02:57:18 main:574] : INFO : Epoch 689 | loss: 0.000220025 | val_loss: 0.00018079 | Time: 2474.01 ms [2020-12-21 02:57:20 main:574] : INFO : Epoch 690 | loss: 0.000145342 | val_loss: 0.000148395 | Time: 2536.07 ms [2020-12-21 02:57:23 main:574] : INFO : Epoch 691 | loss: 0.000124631 | val_loss: 0.000138883 | Time: 2527.76 ms [2020-12-21 02:57:25 main:574] : INFO : Epoch 692 | loss: 0.000123019 | val_loss: 0.000145905 | Time: 2469.64 ms [2020-12-21 02:57:28 main:574] : INFO : Epoch 693 | loss: 0.000163735 | val_loss: 0.000217809 | Time: 2449.69 ms [2020-12-21 02:57:30 main:574] : INFO : Epoch 694 | loss: 0.000187734 | val_loss: 0.000161309 | Time: 2576.39 ms [2020-12-21 02:57:33 main:574] : INFO : Epoch 695 | loss: 0.000130668 | val_loss: 0.000138379 | Time: 2504.16 ms [2020-12-21 02:57:35 main:574] : INFO : Epoch 696 | loss: 0.000120652 | val_loss: 0.000140128 | Time: 2352.99 ms [2020-12-21 02:57:38 main:574] : INFO : Epoch 697 | loss: 0.000242326 | val_loss: 0.000288705 | Time: 2505.82 ms [2020-12-21 02:57:40 main:574] : INFO : Epoch 698 | loss: 0.000177718 | val_loss: 0.000160266 | Time: 2420.36 ms [2020-12-21 02:57:43 main:574] : INFO : Epoch 699 | loss: 0.000131032 | val_loss: 0.000141844 | Time: 2503.12 ms [2020-12-21 02:57:45 main:574] : INFO : Epoch 700 | loss: 0.000121178 | val_loss: 0.000136687 | Time: 2521.02 ms [2020-12-21 02:57:48 main:574] : INFO : Epoch 701 | loss: 0.000219776 | val_loss: 0.000204491 | Time: 2503.78 ms [2020-12-21 02:57:50 main:574] : INFO : Epoch 702 | loss: 0.000206427 | val_loss: 0.000189699 | Time: 2354.97 ms [2020-12-21 02:57:53 main:574] : INFO : Epoch 703 | loss: 0.00014993 | val_loss: 0.000152421 | Time: 2493.21 ms [2020-12-21 02:57:55 main:574] : INFO : Epoch 704 | loss: 0.000129769 | val_loss: 0.000138521 | Time: 2502.38 ms [2020-12-21 02:57:58 main:574] : INFO : Epoch 705 | loss: 0.000151435 | val_loss: 0.000250806 | Time: 2632.25 ms [2020-12-21 02:58:00 main:574] : INFO : Epoch 706 | loss: 0.000166202 | val_loss: 0.000156565 | Time: 2528.92 ms [2020-12-21 02:58:03 main:574] : INFO : Epoch 707 | loss: 0.000143864 | val_loss: 0.000161712 | Time: 2488.46 ms [2020-12-21 02:58:05 main:574] : INFO : Epoch 708 | loss: 0.000127831 | val_loss: 0.000143547 | Time: 2422.53 ms [2020-12-21 02:58:08 main:574] : INFO : Epoch 709 | loss: 0.000141721 | val_loss: 0.000189928 | Time: 2520.58 ms [2020-12-21 02:58:10 main:574] : INFO : Epoch 710 | loss: 0.000221147 | val_loss: 0.000175783 | Time: 2492.23 ms [2020-12-21 02:58:13 main:574] : INFO : Epoch 711 | loss: 0.000154549 | val_loss: 0.000154865 | Time: 2552.61 ms [2020-12-21 02:58:16 main:574] : INFO : Epoch 712 | loss: 0.000135773 | val_loss: 0.000166861 | Time: 2540.08 ms [2020-12-21 02:58:18 main:574] : INFO : Epoch 713 | loss: 0.000146332 | val_loss: 0.000159079 | Time: 2510.05 ms [2020-12-21 02:58:21 main:574] : INFO : Epoch 714 | loss: 0.000131048 | val_loss: 0.000146124 | Time: 2561.35 ms [2020-12-21 02:58:23 main:574] : INFO : Epoch 715 | loss: 0.000158215 | val_loss: 0.000245328 | Time: 2543.03 ms [2020-12-21 02:58:26 main:574] : INFO : Epoch 716 | loss: 0.000156071 | val_loss: 0.000159913 | Time: 2515.9 ms [2020-12-21 02:58:28 main:574] : INFO : Epoch 717 | loss: 0.000127086 | val_loss: 0.000142444 | Time: 2403.51 ms [2020-12-21 02:58:31 main:574] : INFO : Epoch 718 | loss: 0.000178716 | val_loss: 0.000180401 | Time: 2585.15 ms [2020-12-21 02:58:33 main:574] : INFO : Epoch 719 | loss: 0.000177905 | val_loss: 0.000165079 | Time: 2583.89 ms [2020-12-21 02:58:36 main:574] : INFO : Epoch 720 | loss: 0.000136433 | val_loss: 0.000144514 | Time: 2547.75 ms [2020-12-21 02:58:39 main:574] : INFO : Epoch 721 | loss: 0.000140398 | val_loss: 0.000176672 | Time: 2525.05 ms [2020-12-21 02:58:41 main:574] : INFO : Epoch 722 | loss: 0.000170243 | val_loss: 0.000166719 | Time: 2650.47 ms [2020-12-21 02:58:44 main:574] : INFO : Epoch 723 | loss: 0.000134351 | val_loss: 0.00014426 | Time: 2606.31 ms [2020-12-21 02:58:47 main:574] : INFO : Epoch 724 | loss: 0.000144415 | val_loss: 0.00021427 | Time: 2579.62 ms [2020-12-21 02:58:49 main:574] : INFO : Epoch 725 | loss: 0.000154334 | val_loss: 0.00017033 | Time: 2493.7 ms [2020-12-21 02:58:52 main:574] : INFO : Epoch 726 | loss: 0.000177496 | val_loss: 0.00016611 | Time: 2447.84 ms [2020-12-21 02:58:54 main:574] : INFO : Epoch 727 | loss: 0.000138918 | val_loss: 0.000145828 | Time: 2516.84 ms [2020-12-21 02:58:57 main:574] : INFO : Epoch 728 | loss: 0.000146121 | val_loss: 0.00024506 | Time: 2456.89 ms [2020-12-21 02:58:59 main:574] : INFO : Epoch 729 | loss: 0.000171642 | val_loss: 0.000158055 | Time: 2503.16 ms [2020-12-21 02:59:02 main:574] : INFO : Epoch 730 | loss: 0.000133513 | val_loss: 0.000149393 | Time: 2629.19 ms [2020-12-21 02:59:04 main:574] : INFO : Epoch 731 | loss: 0.000161336 | val_loss: 0.000184211 | Time: 2629.22 ms [2020-12-21 02:59:07 main:574] : INFO : Epoch 732 | loss: 0.00014858 | val_loss: 0.000158996 | Time: 2550.37 ms [2020-12-21 02:59:10 main:574] : INFO : Epoch 733 | loss: 0.000165994 | val_loss: 0.000196964 | Time: 2586.75 ms [2020-12-21 02:59:12 main:574] : INFO : Epoch 734 | loss: 0.000147098 | val_loss: 0.000148174 | Time: 2543.93 ms [2020-12-21 02:59:15 main:574] : INFO : Epoch 735 | loss: 0.000169692 | val_loss: 0.000316572 | Time: 2475.53 ms [2020-12-21 02:59:17 main:574] : INFO : Epoch 736 | loss: 0.000182896 | val_loss: 0.00016526 | Time: 2486.49 ms [2020-12-21 02:59:20 main:574] : INFO : Epoch 737 | loss: 0.000135509 | val_loss: 0.000147668 | Time: 2554.63 ms [2020-12-21 02:59:22 main:574] : INFO : Epoch 738 | loss: 0.000149034 | val_loss: 0.000163987 | Time: 2579.85 ms [2020-12-21 02:59:25 main:574] : INFO : Epoch 739 | loss: 0.000135313 | val_loss: 0.00015021 | Time: 2581.38 ms [2020-12-21 02:59:28 main:574] : INFO : Epoch 740 | loss: 0.000139168 | val_loss: 0.000192894 | Time: 2472.46 ms [2020-12-21 02:59:30 main:574] : INFO : Epoch 741 | loss: 0.000185562 | val_loss: 0.000223031 | Time: 2466.21 ms [2020-12-21 02:59:33 main:574] : INFO : Epoch 742 | loss: 0.000177157 | val_loss: 0.000165492 | Time: 2575.31 ms [2020-12-21 02:59:35 main:574] : INFO : Epoch 743 | loss: 0.000136154 | val_loss: 0.000158675 | Time: 2452.23 ms [2020-12-21 02:59:38 main:574] : INFO : Epoch 744 | loss: 0.00018035 | val_loss: 0.000166864 | Time: 2428.83 ms [2020-12-21 02:59:40 main:574] : INFO : Epoch 745 | loss: 0.000144759 | val_loss: 0.000144248 | Time: 2537.81 ms [2020-12-21 02:59:43 main:574] : INFO : Epoch 746 | loss: 0.000126753 | val_loss: 0.000141891 | Time: 2465.96 ms [2020-12-21 02:59:45 main:574] : INFO : Epoch 747 | loss: 0.000137721 | val_loss: 0.000208886 | Time: 2491.42 ms [2020-12-21 02:59:48 main:574] : INFO : Epoch 748 | loss: 0.000202635 | val_loss: 0.00016335 | Time: 2682.24 ms [2020-12-21 02:59:50 main:574] : INFO : Epoch 749 | loss: 0.000143477 | val_loss: 0.000145741 | Time: 2657.04 ms [2020-12-21 02:59:53 main:574] : INFO : Epoch 750 | loss: 0.000125423 | val_loss: 0.000143555 | Time: 2573.54 ms [2020-12-21 02:59:56 main:574] : INFO : Epoch 751 | loss: 0.000207963 | val_loss: 0.000230095 | Time: 2550.89 ms [2020-12-21 02:59:58 main:574] : INFO : Epoch 752 | loss: 0.000183086 | val_loss: 0.000178699 | Time: 2581.32 ms [2020-12-21 03:00:01 main:574] : INFO : Epoch 753 | loss: 0.000142647 | val_loss: 0.000159078 | Time: 2584.9 ms [2020-12-21 03:00:03 main:574] : INFO : Epoch 754 | loss: 0.000156684 | val_loss: 0.000206361 | Time: 2596.46 ms [2020-12-21 03:00:06 main:574] : INFO : Epoch 755 | loss: 0.000141358 | val_loss: 0.000145414 | Time: 2623.06 ms [2020-12-21 03:00:09 main:574] : INFO : Epoch 756 | loss: 0.000127051 | val_loss: 0.000192251 | Time: 2490.43 ms [2020-12-21 03:00:11 main:574] : INFO : Epoch 757 | loss: 0.00022179 | val_loss: 0.000186735 | Time: 2450.23 ms [2020-12-21 03:00:14 main:574] : INFO : Epoch 758 | loss: 0.000143633 | val_loss: 0.000149012 | Time: 2624.27 ms [2020-12-21 03:00:16 main:574] : INFO : Epoch 759 | loss: 0.000141582 | val_loss: 0.0001652 | Time: 2405.58 ms [2020-12-21 03:00:19 main:574] : INFO : Epoch 760 | loss: 0.000127963 | val_loss: 0.000137363 | Time: 2493.12 ms [2020-12-21 03:00:21 main:574] : INFO : Epoch 761 | loss: 0.000123001 | val_loss: 0.000150542 | Time: 2518.87 ms [2020-12-21 03:00:24 main:574] : INFO : Epoch 762 | loss: 0.000205092 | val_loss: 0.000228846 | Time: 2617.02 ms [2020-12-21 03:00:27 main:574] : INFO : Epoch 763 | loss: 0.000172232 | val_loss: 0.000156849 | Time: 2611.19 ms [2020-12-21 03:00:29 main:574] : INFO : Epoch 764 | loss: 0.000129516 | val_loss: 0.000140413 | Time: 2507.55 ms [2020-12-21 03:00:32 main:574] : INFO : Epoch 765 | loss: 0.000136053 | val_loss: 0.000190868 | Time: 2384.34 ms [2020-12-21 03:00:34 main:574] : INFO : Epoch 766 | loss: 0.0001552 | val_loss: 0.000157403 | Time: 2456.44 ms [2020-12-21 03:00:36 main:574] : INFO : Epoch 767 | loss: 0.000131785 | val_loss: 0.000143575 | Time: 2412.51 ms [2020-12-21 03:00:39 main:574] : INFO : Epoch 768 | loss: 0.000159675 | val_loss: 0.000175394 | Time: 2512.76 ms [2020-12-21 03:00:41 main:574] : INFO : Epoch 769 | loss: 0.000189718 | val_loss: 0.000168372 | Time: 2481.8 ms [2020-12-21 03:00:44 main:574] : INFO : Epoch 770 | loss: 0.000146377 | val_loss: 0.000183619 | Time: 2539.67 ms [2020-12-21 03:00:47 main:574] : INFO : Epoch 771 | loss: 0.000144058 | val_loss: 0.00014814 | Time: 2445.23 ms [2020-12-21 03:00:49 main:574] : INFO : Epoch 772 | loss: 0.000131236 | val_loss: 0.000168968 | Time: 2492.53 ms [2020-12-21 03:00:52 main:574] : INFO : Epoch 773 | loss: 0.000185595 | val_loss: 0.000178936 | Time: 2529.56 ms [2020-12-21 03:00:54 main:574] : INFO : Epoch 774 | loss: 0.00014224 | val_loss: 0.000157332 | Time: 2432.3 ms [2020-12-21 03:00:56 main:574] : INFO : Epoch 775 | loss: 0.000162547 | val_loss: 0.000157 | Time: 2411.39 ms [2020-12-21 03:00:59 main:574] : INFO : Epoch 776 | loss: 0.000138034 | val_loss: 0.000146334 | Time: 2473.22 ms [2020-12-21 03:01:01 main:574] : INFO : Epoch 777 | loss: 0.000141041 | val_loss: 0.000203181 | Time: 2428.19 ms [2020-12-21 03:01:04 main:574] : INFO : Epoch 778 | loss: 0.000179148 | val_loss: 0.000156207 | Time: 2325.81 ms [2020-12-21 03:01:06 main:574] : INFO : Epoch 779 | loss: 0.000128931 | val_loss: 0.00014112 | Time: 2441.25 ms [2020-12-21 03:01:09 main:574] : INFO : Epoch 780 | loss: 0.00012695 | val_loss: 0.000188578 | Time: 2535.4 ms [2020-12-21 03:01:11 main:574] : INFO : Epoch 781 | loss: 0.000239999 | val_loss: 0.000298865 | Time: 2456.58 ms [2020-12-21 03:01:14 main:574] : INFO : Epoch 782 | loss: 0.000201437 | val_loss: 0.000173516 | Time: 2488.86 ms [2020-12-21 03:01:16 main:574] : INFO : Epoch 783 | loss: 0.00013556 | val_loss: 0.000144245 | Time: 2463.43 ms [2020-12-21 03:01:19 main:574] : INFO : Epoch 784 | loss: 0.0001242 | val_loss: 0.000144541 | Time: 2468.42 ms [2020-12-21 03:01:21 main:574] : INFO : Epoch 785 | loss: 0.000146285 | val_loss: 0.000273476 | Time: 2368.97 ms [2020-12-21 03:01:24 main:574] : INFO : Epoch 786 | loss: 0.000201722 | val_loss: 0.000152216 | Time: 2380.54 ms [2020-12-21 03:01:26 main:574] : INFO : Epoch 787 | loss: 0.000133578 | val_loss: 0.00014119 | Time: 2449.2 ms [2020-12-21 03:01:29 main:574] : INFO : Epoch 788 | loss: 0.000120851 | val_loss: 0.000135577 | Time: 2502.73 ms [2020-12-21 03:01:31 main:574] : INFO : Epoch 789 | loss: 0.000150506 | val_loss: 0.000317148 | Time: 2478.14 ms [2020-12-21 03:01:34 main:574] : INFO : Epoch 790 | loss: 0.000200076 | val_loss: 0.000189481 | Time: 2421.47 ms [2020-12-21 03:01:36 main:574] : INFO : Epoch 791 | loss: 0.000146972 | val_loss: 0.000143459 | Time: 2477.81 ms [2020-12-21 03:01:39 main:574] : INFO : Epoch 792 | loss: 0.000127911 | val_loss: 0.000148228 | Time: 2357.56 ms [2020-12-21 03:01:41 main:574] : INFO : Epoch 793 | loss: 0.000143138 | val_loss: 0.000165579 | Time: 2471.84 ms [2020-12-21 03:01:43 main:574] : INFO : Epoch 794 | loss: 0.000161353 | val_loss: 0.000194026 | Time: 2427.37 ms [2020-12-21 03:01:46 main:574] : INFO : Epoch 795 | loss: 0.000181567 | val_loss: 0.000151223 | Time: 2489.26 ms [2020-12-21 03:01:48 main:574] : INFO : Epoch 796 | loss: 0.000130796 | val_loss: 0.000143154 | Time: 2443.83 ms [2020-12-21 03:01:51 main:574] : INFO : Epoch 797 | loss: 0.000156444 | val_loss: 0.000275126 | Time: 2434.06 ms [2020-12-21 03:01:53 main:574] : INFO : Epoch 798 | loss: 0.000170511 | val_loss: 0.000153939 | Time: 2387.22 ms [2020-12-21 03:01:56 main:574] : INFO : Epoch 799 | loss: 0.000151252 | val_loss: 0.000193626 | Time: 2359.25 ms [2020-12-21 03:01:58 main:574] : INFO : Epoch 800 | loss: 0.00016376 | val_loss: 0.000158612 | Time: 2464.09 ms [2020-12-21 03:02:01 main:574] : INFO : Epoch 801 | loss: 0.000135686 | val_loss: 0.000142992 | Time: 2456.13 ms [2020-12-21 03:02:03 main:574] : INFO : Epoch 802 | loss: 0.000122522 | val_loss: 0.000139088 | Time: 2440.65 ms [2020-12-21 03:02:06 main:574] : INFO : Epoch 803 | loss: 0.000188159 | val_loss: 0.000291062 | Time: 2412.16 ms [2020-12-21 03:02:08 main:574] : INFO : Epoch 804 | loss: 0.000192635 | val_loss: 0.000165121 | Time: 2433.11 ms [2020-12-21 03:02:11 main:574] : INFO : Epoch 805 | loss: 0.000135893 | val_loss: 0.000142203 | Time: 2456.44 ms [2020-12-21 03:02:13 main:574] : INFO : Epoch 806 | loss: 0.000122358 | val_loss: 0.000142128 | Time: 2446.91 ms [2020-12-21 03:02:16 main:574] : INFO : Epoch 807 | loss: 0.000191323 | val_loss: 0.000203303 | Time: 2458.09 ms [2020-12-21 03:02:18 main:574] : INFO : Epoch 808 | loss: 0.000180031 | val_loss: 0.000173025 | Time: 2346.16 ms [2020-12-21 03:02:20 main:574] : INFO : Epoch 809 | loss: 0.000141453 | val_loss: 0.000148663 | Time: 2324.98 ms [2020-12-21 03:02:23 main:574] : INFO : Epoch 810 | loss: 0.000124217 | val_loss: 0.000137107 | Time: 2349.16 ms [2020-12-21 03:02:25 main:574] : INFO : Epoch 811 | loss: 0.000124843 | val_loss: 0.000176388 | Time: 2396.2 ms [2020-12-21 03:02:28 main:574] : INFO : Epoch 812 | loss: 0.000178716 | val_loss: 0.000178611 | Time: 2522.85 ms [2020-12-21 03:02:30 main:574] : INFO : Epoch 813 | loss: 0.000145241 | val_loss: 0.000152851 | Time: 2483.84 ms [2020-12-21 03:02:33 main:574] : INFO : Epoch 814 | loss: 0.000126951 | val_loss: 0.000149285 | Time: 2400.33 ms [2020-12-21 03:02:35 main:574] : INFO : Epoch 815 | loss: 0.000149621 | val_loss: 0.000158895 | Time: 2443.58 ms [2020-12-21 03:02:37 main:574] : INFO : Epoch 816 | loss: 0.000238247 | val_loss: 0.000183349 | Time: 2411.19 ms [2020-12-21 03:02:40 main:574] : INFO : Epoch 817 | loss: 0.000160041 | val_loss: 0.000157409 | Time: 2433.19 ms [2020-12-21 03:02:42 main:574] : INFO : Epoch 818 | loss: 0.000128206 | val_loss: 0.000141435 | Time: 2364.28 ms [2020-12-21 03:02:45 main:574] : INFO : Epoch 819 | loss: 0.000128744 | val_loss: 0.00020036 | Time: 2421.07 ms [2020-12-21 03:02:47 main:574] : INFO : Epoch 820 | loss: 0.000184235 | val_loss: 0.000181123 | Time: 2501.7 ms [2020-12-21 03:02:50 main:574] : INFO : Epoch 821 | loss: 0.000137124 | val_loss: 0.000137962 | Time: 2449.71 ms [2020-12-21 03:02:52 main:574] : INFO : Epoch 822 | loss: 0.000122038 | val_loss: 0.000139926 | Time: 2520.94 ms [2020-12-21 03:02:55 main:574] : INFO : Epoch 823 | loss: 0.000155771 | val_loss: 0.000329361 | Time: 2437.46 ms [2020-12-21 03:02:57 main:574] : INFO : Epoch 824 | loss: 0.000250336 | val_loss: 0.000175762 | Time: 2467.92 ms [2020-12-21 03:03:00 main:574] : INFO : Epoch 825 | loss: 0.000145223 | val_loss: 0.000149968 | Time: 2570.38 ms [2020-12-21 03:03:02 main:574] : INFO : Epoch 826 | loss: 0.000126114 | val_loss: 0.000140633 | Time: 2450.72 ms [2020-12-21 03:03:05 main:574] : INFO : Epoch 827 | loss: 0.000162658 | val_loss: 0.000263173 | Time: 2575.17 ms [2020-12-21 03:03:07 main:574] : INFO : Epoch 828 | loss: 0.000156763 | val_loss: 0.000149101 | Time: 2461.41 ms [2020-12-21 03:03:10 main:574] : INFO : Epoch 829 | loss: 0.000126246 | val_loss: 0.000140828 | Time: 2431.88 ms [2020-12-21 03:03:12 main:574] : INFO : Epoch 830 | loss: 0.000168264 | val_loss: 0.000171304 | Time: 2420.85 ms [2020-12-21 03:03:15 main:574] : INFO : Epoch 831 | loss: 0.000138747 | val_loss: 0.000145385 | Time: 2396.9 ms [2020-12-21 03:03:17 main:574] : INFO : Epoch 832 | loss: 0.000122976 | val_loss: 0.000137636 | Time: 2575.9 ms [2020-12-21 03:03:20 main:574] : INFO : Epoch 833 | loss: 0.00014229 | val_loss: 0.000277924 | Time: 2418.29 ms [2020-12-21 03:03:22 main:574] : INFO : Epoch 834 | loss: 0.000191011 | val_loss: 0.000175408 | Time: 2481.86 ms [2020-12-21 03:03:25 main:574] : INFO : Epoch 835 | loss: 0.000172116 | val_loss: 0.000157602 | Time: 2459.39 ms [2020-12-21 03:03:27 main:574] : INFO : Epoch 836 | loss: 0.000134548 | val_loss: 0.000146634 | Time: 2433.35 ms [2020-12-21 03:03:30 main:574] : INFO : Epoch 837 | loss: 0.000125937 | val_loss: 0.000147443 | Time: 2475.56 ms [2020-12-21 03:03:32 main:574] : INFO : Epoch 838 | loss: 0.000165714 | val_loss: 0.000161958 | Time: 2461.39 ms [2020-12-21 03:03:35 main:574] : INFO : Epoch 839 | loss: 0.000141615 | val_loss: 0.000166878 | Time: 2347.13 ms [2020-12-21 03:03:37 main:574] : INFO : Epoch 840 | loss: 0.000158101 | val_loss: 0.000168544 | Time: 2351.44 ms [2020-12-21 03:03:40 main:574] : INFO : Epoch 841 | loss: 0.000143733 | val_loss: 0.000169434 | Time: 2447.32 ms [2020-12-21 03:03:42 main:574] : INFO : Epoch 842 | loss: 0.000184123 | val_loss: 0.000187569 | Time: 2359.22 ms [2020-12-21 03:03:44 main:574] : INFO : Epoch 843 | loss: 0.000141768 | val_loss: 0.000161938 | Time: 2299.83 ms [2020-12-21 03:03:47 main:574] : INFO : Epoch 844 | loss: 0.000164216 | val_loss: 0.000168503 | Time: 2360.29 ms [2020-12-21 03:03:49 main:574] : INFO : Epoch 845 | loss: 0.000131998 | val_loss: 0.000141243 | Time: 2507.4 ms [2020-12-21 03:03:52 main:574] : INFO : Epoch 846 | loss: 0.00013171 | val_loss: 0.00018926 | Time: 2497.12 ms [2020-12-21 03:03:54 main:574] : INFO : Epoch 847 | loss: 0.000184536 | val_loss: 0.000166932 | Time: 2493.47 ms [2020-12-21 03:03:57 main:574] : INFO : Epoch 848 | loss: 0.000136532 | val_loss: 0.000139239 | Time: 2476.77 ms [2020-12-21 03:03:59 main:574] : INFO : Epoch 849 | loss: 0.000126367 | val_loss: 0.000166769 | Time: 2443.89 ms [2020-12-21 03:04:02 main:574] : INFO : Epoch 850 | loss: 0.000207132 | val_loss: 0.000267044 | Time: 2350.03 ms [2020-12-21 03:04:04 main:574] : INFO : Epoch 851 | loss: 0.000199183 | val_loss: 0.000165541 | Time: 2410.17 ms [2020-12-21 03:04:06 main:574] : INFO : Epoch 852 | loss: 0.000131895 | val_loss: 0.000138598 | Time: 2391.71 ms [2020-12-21 03:04:09 main:574] : INFO : Epoch 853 | loss: 0.00012008 | val_loss: 0.00013627 | Time: 2386.32 ms [2020-12-21 03:04:11 main:574] : INFO : Epoch 854 | loss: 0.000161844 | val_loss: 0.000445138 | Time: 2346.58 ms [2020-12-21 03:04:14 main:574] : INFO : Epoch 855 | loss: 0.000247778 | val_loss: 0.00023126 | Time: 2490.59 ms [2020-12-21 03:04:16 main:574] : INFO : Epoch 856 | loss: 0.000165638 | val_loss: 0.000152647 | Time: 2423.85 ms [2020-12-21 03:04:19 main:574] : INFO : Epoch 857 | loss: 0.000151148 | val_loss: 0.000298179 | Time: 2404.97 ms [2020-12-21 03:04:21 main:574] : INFO : Epoch 858 | loss: 0.000176004 | val_loss: 0.000155616 | Time: 2426.86 ms [2020-12-21 03:04:24 main:574] : INFO : Epoch 859 | loss: 0.000126983 | val_loss: 0.000137489 | Time: 2441.63 ms [2020-12-21 03:04:26 main:574] : INFO : Epoch 860 | loss: 0.000118963 | val_loss: 0.000135983 | Time: 2434.12 ms [2020-12-21 03:04:28 main:574] : INFO : Epoch 861 | loss: 0.000188052 | val_loss: 0.00019645 | Time: 2380.89 ms [2020-12-21 03:04:31 main:574] : INFO : Epoch 862 | loss: 0.000173335 | val_loss: 0.000162041 | Time: 2396.11 ms [2020-12-21 03:04:33 main:574] : INFO : Epoch 863 | loss: 0.00012949 | val_loss: 0.0001439 | Time: 2361.06 ms [2020-12-21 03:04:36 main:574] : INFO : Epoch 864 | loss: 0.000134712 | val_loss: 0.000192686 | Time: 2378.95 ms [2020-12-21 03:04:38 main:574] : INFO : Epoch 865 | loss: 0.00015053 | val_loss: 0.000149489 | Time: 2454.09 ms [2020-12-21 03:04:40 main:574] : INFO : Epoch 866 | loss: 0.000137881 | val_loss: 0.000145346 | Time: 2432.41 ms [2020-12-21 03:04:43 main:574] : INFO : Epoch 867 | loss: 0.000122876 | val_loss: 0.000145701 | Time: 2506.29 ms [2020-12-21 03:04:46 main:574] : INFO : Epoch 868 | loss: 0.000174745 | val_loss: 0.000166526 | Time: 2479.18 ms [2020-12-21 03:04:48 main:574] : INFO : Epoch 869 | loss: 0.000143928 | val_loss: 0.000146085 | Time: 2477.36 ms [2020-12-21 03:04:51 main:574] : INFO : Epoch 870 | loss: 0.00012514 | val_loss: 0.000141727 | Time: 2462.49 ms [2020-12-21 03:04:53 main:574] : INFO : Epoch 871 | loss: 0.000130595 | val_loss: 0.00021779 | Time: 2326.92 ms [2020-12-21 03:04:55 main:574] : INFO : Epoch 872 | loss: 0.000180891 | val_loss: 0.000179383 | Time: 2285.15 ms [2020-12-21 03:04:58 main:574] : INFO : Epoch 873 | loss: 0.000153333 | val_loss: 0.000163354 | Time: 2404.22 ms [2020-12-21 03:05:00 main:574] : INFO : Epoch 874 | loss: 0.000136377 | val_loss: 0.000149785 | Time: 2424.72 ms [2020-12-21 03:05:03 main:574] : INFO : Epoch 875 | loss: 0.000128934 | val_loss: 0.000178249 | Time: 2461.05 ms [2020-12-21 03:05:05 main:574] : INFO : Epoch 876 | loss: 0.000168221 | val_loss: 0.000184602 | Time: 2522.9 ms [2020-12-21 03:05:08 main:574] : INFO : Epoch 877 | loss: 0.000189832 | val_loss: 0.000183045 | Time: 2561 ms [2020-12-21 03:05:10 main:574] : INFO : Epoch 878 | loss: 0.000145842 | val_loss: 0.000146044 | Time: 2521.54 ms [2020-12-21 03:05:13 main:574] : INFO : Epoch 879 | loss: 0.000130088 | val_loss: 0.000151193 | Time: 2447.74 ms [2020-12-21 03:05:15 main:574] : INFO : Epoch 880 | loss: 0.000155004 | val_loss: 0.000159664 | Time: 2352.73 ms [2020-12-21 03:05:17 main:574] : INFO : Epoch 881 | loss: 0.000144835 | val_loss: 0.000164943 | Time: 2372.2 ms [2020-12-21 03:05:20 main:574] : INFO : Epoch 882 | loss: 0.000134198 | val_loss: 0.000145487 | Time: 2368.22 ms [2020-12-21 03:05:22 main:574] : INFO : Epoch 883 | loss: 0.000167645 | val_loss: 0.00022535 | Time: 2431.04 ms [2020-12-21 03:05:25 main:574] : INFO : Epoch 884 | loss: 0.00016616 | val_loss: 0.000165489 | Time: 2403.78 ms [2020-12-21 03:05:27 main:574] : INFO : Epoch 885 | loss: 0.000130395 | val_loss: 0.000142137 | Time: 2362.88 ms [2020-12-21 03:05:30 main:574] : INFO : Epoch 886 | loss: 0.000125039 | val_loss: 0.000155912 | Time: 2379.89 ms [2020-12-21 03:05:32 main:574] : INFO : Epoch 887 | loss: 0.000157587 | val_loss: 0.000202636 | Time: 2395.53 ms [2020-12-21 03:05:35 main:574] : INFO : Epoch 888 | loss: 0.000227096 | val_loss: 0.000176056 | Time: 2527.67 ms [2020-12-21 03:05:37 main:574] : INFO : Epoch 889 | loss: 0.000150239 | val_loss: 0.000147582 | Time: 2426.1 ms [2020-12-21 03:05:39 main:574] : INFO : Epoch 890 | loss: 0.000124668 | val_loss: 0.00013597 | Time: 2464.32 ms [2020-12-21 03:05:42 main:574] : INFO : Epoch 891 | loss: 0.000150782 | val_loss: 0.000325997 | Time: 2407.12 ms [2020-12-21 03:05:44 main:574] : INFO : Epoch 892 | loss: 0.000221573 | val_loss: 0.000165262 | Time: 2324.04 ms [2020-12-21 03:05:47 main:574] : INFO : Epoch 893 | loss: 0.000136399 | val_loss: 0.000145703 | Time: 2494.33 ms [2020-12-21 03:05:49 main:574] : INFO : Epoch 894 | loss: 0.00012483 | val_loss: 0.000137895 | Time: 2370.55 ms [2020-12-21 03:05:52 main:574] : INFO : Epoch 895 | loss: 0.000148486 | val_loss: 0.000217155 | Time: 2339.23 ms [2020-12-21 03:05:54 main:574] : INFO : Epoch 896 | loss: 0.000145009 | val_loss: 0.000148259 | Time: 2502.97 ms [2020-12-21 03:05:56 main:574] : INFO : Epoch 897 | loss: 0.000139013 | val_loss: 0.000169218 | Time: 2368.49 ms [2020-12-21 03:05:59 main:574] : INFO : Epoch 898 | loss: 0.000135677 | val_loss: 0.000159093 | Time: 2414.51 ms [2020-12-21 03:06:01 main:574] : INFO : Epoch 899 | loss: 0.000142881 | val_loss: 0.000150276 | Time: 2458.46 ms [2020-12-21 03:06:04 main:574] : INFO : Epoch 900 | loss: 0.00017323 | val_loss: 0.00021502 | Time: 2485.93 ms [2020-12-21 03:06:06 main:574] : INFO : Epoch 901 | loss: 0.000156276 | val_loss: 0.000145739 | Time: 2385.79 ms [2020-12-21 03:06:09 main:574] : INFO : Epoch 902 | loss: 0.000125474 | val_loss: 0.000138794 | Time: 2402.27 ms [2020-12-21 03:06:11 main:574] : INFO : Epoch 903 | loss: 0.000162534 | val_loss: 0.000182444 | Time: 2364.49 ms [2020-12-21 03:06:14 main:574] : INFO : Epoch 904 | loss: 0.000154707 | val_loss: 0.000181098 | Time: 2359.55 ms [2020-12-21 03:06:16 main:574] : INFO : Epoch 905 | loss: 0.00015241 | val_loss: 0.000147324 | Time: 2340.33 ms [2020-12-21 03:06:18 main:574] : INFO : Epoch 906 | loss: 0.00012624 | val_loss: 0.000151207 | Time: 2380.07 ms [2020-12-21 03:06:21 main:574] : INFO : Epoch 907 | loss: 0.00018347 | val_loss: 0.000168048 | Time: 2424.44 ms [2020-12-21 03:06:23 main:574] : INFO : Epoch 908 | loss: 0.000138887 | val_loss: 0.000144292 | Time: 2449.79 ms [2020-12-21 03:06:26 main:574] : INFO : Epoch 909 | loss: 0.000131168 | val_loss: 0.000160412 | Time: 2444.34 ms [2020-12-21 03:06:28 main:574] : INFO : Epoch 910 | loss: 0.000185412 | val_loss: 0.000184674 | Time: 2358.76 ms [2020-12-21 03:06:30 main:574] : INFO : Epoch 911 | loss: 0.000167386 | val_loss: 0.000181917 | Time: 2336.08 ms [2020-12-21 03:06:33 main:574] : INFO : Epoch 912 | loss: 0.000138478 | val_loss: 0.000152135 | Time: 2355.33 ms [2020-12-21 03:06:35 main:574] : INFO : Epoch 913 | loss: 0.000126624 | val_loss: 0.000136126 | Time: 2337.14 ms [2020-12-21 03:06:38 main:574] : INFO : Epoch 914 | loss: 0.000134047 | val_loss: 0.000266112 | Time: 2410.12 ms [2020-12-21 03:06:40 main:574] : INFO : Epoch 915 | loss: 0.000250204 | val_loss: 0.000193925 | Time: 2378.61 ms [2020-12-21 03:06:42 main:574] : INFO : Epoch 916 | loss: 0.00015608 | val_loss: 0.00015269 | Time: 2451.96 ms [2020-12-21 03:06:45 main:574] : INFO : Epoch 917 | loss: 0.000128759 | val_loss: 0.000143519 | Time: 2446.59 ms [2020-12-21 03:06:47 main:574] : INFO : Epoch 918 | loss: 0.000137822 | val_loss: 0.000168266 | Time: 2422.56 ms [2020-12-21 03:06:50 main:574] : INFO : Epoch 919 | loss: 0.000147934 | val_loss: 0.000148634 | Time: 2533.32 ms [2020-12-21 03:06:52 main:574] : INFO : Epoch 920 | loss: 0.000133164 | val_loss: 0.000164284 | Time: 2407.06 ms [2020-12-21 03:06:55 main:574] : INFO : Epoch 921 | loss: 0.000162606 | val_loss: 0.000185066 | Time: 2439.82 ms [2020-12-21 03:06:57 main:574] : INFO : Epoch 922 | loss: 0.000149119 | val_loss: 0.000147092 | Time: 2345.96 ms [2020-12-21 03:07:00 main:574] : INFO : Epoch 923 | loss: 0.000124355 | val_loss: 0.000138837 | Time: 2397.28 ms [2020-12-21 03:07:02 main:574] : INFO : Epoch 924 | loss: 0.000134124 | val_loss: 0.00022602 | Time: 2386.62 ms [2020-12-21 03:07:05 main:574] : INFO : Epoch 925 | loss: 0.000182776 | val_loss: 0.000181423 | Time: 2489.01 ms [2020-12-21 03:07:07 main:574] : INFO : Epoch 926 | loss: 0.000163392 | val_loss: 0.000161991 | Time: 2417.61 ms [2020-12-21 03:07:09 main:574] : INFO : Epoch 927 | loss: 0.000133205 | val_loss: 0.000164704 | Time: 2367.75 ms [2020-12-21 03:07:12 main:574] : INFO : Epoch 928 | loss: 0.000219486 | val_loss: 0.000174658 | Time: 2371.5 ms [2020-12-21 03:07:14 main:574] : INFO : Epoch 929 | loss: 0.000143364 | val_loss: 0.000147043 | Time: 2383.33 ms [2020-12-21 03:07:17 main:574] : INFO : Epoch 930 | loss: 0.000123691 | val_loss: 0.000140226 | Time: 2373.78 ms [2020-12-21 03:07:19 main:574] : INFO : Epoch 931 | loss: 0.00013322 | val_loss: 0.000191892 | Time: 2396.88 ms [2020-12-21 03:07:22 main:574] : INFO : Epoch 932 | loss: 0.000166525 | val_loss: 0.00016239 | Time: 2420.89 ms [2020-12-21 03:07:24 main:574] : INFO : Epoch 933 | loss: 0.000128952 | val_loss: 0.000141759 | Time: 2365.66 ms [2020-12-21 03:07:26 main:574] : INFO : Epoch 934 | loss: 0.000128517 | val_loss: 0.000183603 | Time: 2410.64 ms [2020-12-21 03:07:29 main:574] : INFO : Epoch 935 | loss: 0.000177674 | val_loss: 0.000155208 | Time: 2392.88 ms [2020-12-21 03:07:31 main:574] : INFO : Epoch 936 | loss: 0.000129499 | val_loss: 0.000140076 | Time: 2433.93 ms [2020-12-21 03:07:34 main:574] : INFO : Epoch 937 | loss: 0.000150654 | val_loss: 0.000231102 | Time: 2401.01 ms [2020-12-21 03:07:36 main:574] : INFO : Epoch 938 | loss: 0.000199164 | val_loss: 0.000188456 | Time: 2437.95 ms [2020-12-21 03:07:39 main:574] : INFO : Epoch 939 | loss: 0.00015649 | val_loss: 0.000157774 | Time: 2358.77 ms [2020-12-21 03:07:41 main:574] : INFO : Epoch 940 | loss: 0.000129845 | val_loss: 0.000159244 | Time: 2485.96 ms [2020-12-21 03:07:43 main:574] : INFO : Epoch 941 | loss: 0.000144565 | val_loss: 0.000149634 | Time: 2423.95 ms [2020-12-21 03:07:46 main:574] : INFO : Epoch 942 | loss: 0.000125088 | val_loss: 0.000143396 | Time: 2523.2 ms [2020-12-21 03:07:48 main:574] : INFO : Epoch 943 | loss: 0.000153157 | val_loss: 0.000188761 | Time: 2394.36 ms [2020-12-21 03:07:51 main:574] : INFO : Epoch 944 | loss: 0.000161109 | val_loss: 0.000219602 | Time: 2512.32 ms [2020-12-21 03:07:53 main:574] : INFO : Epoch 945 | loss: 0.000171248 | val_loss: 0.000147459 | Time: 2399.93 ms [2020-12-21 03:07:56 main:574] : INFO : Epoch 946 | loss: 0.00012889 | val_loss: 0.000146363 | Time: 2388.65 ms [2020-12-21 03:07:58 main:574] : INFO : Epoch 947 | loss: 0.000184747 | val_loss: 0.000196973 | Time: 2504.63 ms [2020-12-21 03:08:01 main:574] : INFO : Epoch 948 | loss: 0.000151686 | val_loss: 0.000157324 | Time: 2509.76 ms [2020-12-21 03:08:03 main:574] : INFO : Epoch 949 | loss: 0.000152645 | val_loss: 0.000148115 | Time: 2494.22 ms [2020-12-21 03:08:06 main:574] : INFO : Epoch 950 | loss: 0.000127134 | val_loss: 0.000140929 | Time: 2478.53 ms [2020-12-21 03:08:08 main:574] : INFO : Epoch 951 | loss: 0.000122852 | val_loss: 0.000148034 | Time: 2428.54 ms [2020-12-21 03:08:11 main:574] : INFO : Epoch 952 | loss: 0.000198215 | val_loss: 0.000261897 | Time: 2423.69 ms [2020-12-21 03:08:13 main:574] : INFO : Epoch 953 | loss: 0.000186663 | val_loss: 0.000161137 | Time: 2460.07 ms [2020-12-21 03:08:16 main:574] : INFO : Epoch 954 | loss: 0.000130687 | val_loss: 0.00013962 | Time: 2483.08 ms [2020-12-21 03:08:18 main:574] : INFO : Epoch 955 | loss: 0.000120461 | val_loss: 0.00014381 | Time: 2559.81 ms [2020-12-21 03:08:21 main:574] : INFO : Epoch 956 | loss: 0.000188785 | val_loss: 0.00019141 | Time: 2492.36 ms [2020-12-21 03:08:23 main:574] : INFO : Epoch 957 | loss: 0.000142827 | val_loss: 0.000146914 | Time: 2434.52 ms [2020-12-21 03:08:26 main:574] : INFO : Epoch 958 | loss: 0.00015851 | val_loss: 0.000210489 | Time: 2475.03 ms [2020-12-21 03:08:28 main:574] : INFO : Epoch 959 | loss: 0.000144923 | val_loss: 0.000154641 | Time: 2483.2 ms [2020-12-21 03:08:31 main:574] : INFO : Epoch 960 | loss: 0.000127269 | val_loss: 0.000141874 | Time: 2474.64 ms [2020-12-21 03:08:33 main:574] : INFO : Epoch 961 | loss: 0.000133886 | val_loss: 0.000182069 | Time: 2480.33 ms [2020-12-21 03:08:36 main:574] : INFO : Epoch 962 | loss: 0.000158039 | val_loss: 0.00017709 | Time: 2423.85 ms [2020-12-21 03:08:38 main:574] : INFO : Epoch 963 | loss: 0.000138585 | val_loss: 0.000155451 | Time: 2532.53 ms [2020-12-21 03:08:41 main:574] : INFO : Epoch 964 | loss: 0.000148033 | val_loss: 0.000175777 | Time: 2561.72 ms [2020-12-21 03:08:44 main:574] : INFO : Epoch 965 | loss: 0.000191714 | val_loss: 0.000196683 | Time: 2639.94 ms [2020-12-21 03:08:46 main:574] : INFO : Epoch 966 | loss: 0.000152515 | val_loss: 0.00014861 | Time: 2545.38 ms [2020-12-21 03:08:49 main:574] : INFO : Epoch 967 | loss: 0.000124602 | val_loss: 0.000139895 | Time: 2654.24 ms [2020-12-21 03:08:51 main:574] : INFO : Epoch 968 | loss: 0.000149585 | val_loss: 0.000238682 | Time: 2488.5 ms [2020-12-21 03:08:54 main:574] : INFO : Epoch 969 | loss: 0.000169272 | val_loss: 0.000158772 | Time: 2510.73 ms [2020-12-21 03:08:57 main:574] : INFO : Epoch 970 | loss: 0.000141719 | val_loss: 0.000150364 | Time: 2556.21 ms [2020-12-21 03:08:59 main:574] : INFO : Epoch 971 | loss: 0.000126061 | val_loss: 0.000141345 | Time: 2501.21 ms [2020-12-21 03:09:02 main:574] : INFO : Epoch 972 | loss: 0.000147219 | val_loss: 0.000212679 | Time: 2458.59 ms [2020-12-21 03:09:04 main:574] : INFO : Epoch 973 | loss: 0.000175446 | val_loss: 0.000163222 | Time: 2512.35 ms [2020-12-21 03:09:07 main:574] : INFO : Epoch 974 | loss: 0.000131859 | val_loss: 0.000142842 | Time: 2528.66 ms [2020-12-21 03:09:09 main:574] : INFO : Epoch 975 | loss: 0.000123526 | val_loss: 0.000148018 | Time: 2526.29 ms [2020-12-21 03:09:12 main:574] : INFO : Epoch 976 | loss: 0.000185152 | val_loss: 0.00028157 | Time: 2480.96 ms [2020-12-21 03:09:14 main:574] : INFO : Epoch 977 | loss: 0.000209042 | val_loss: 0.00017617 | Time: 2623.87 ms [2020-12-21 03:09:17 main:574] : INFO : Epoch 978 | loss: 0.000135513 | val_loss: 0.000143858 | Time: 2557.77 ms [2020-12-21 03:09:19 main:574] : INFO : Epoch 979 | loss: 0.000133402 | val_loss: 0.000205364 | Time: 2514.55 ms [2020-12-21 03:09:22 main:574] : INFO : Epoch 980 | loss: 0.000170921 | val_loss: 0.000155021 | Time: 2671.44 ms [2020-12-21 03:09:25 main:574] : INFO : Epoch 981 | loss: 0.000127815 | val_loss: 0.000147116 | Time: 2468.61 ms [2020-12-21 03:09:27 main:574] : INFO : Epoch 982 | loss: 0.000151391 | val_loss: 0.000199212 | Time: 2389.82 ms [2020-12-21 03:09:30 main:574] : INFO : Epoch 983 | loss: 0.000142681 | val_loss: 0.000140704 | Time: 2541.39 ms [2020-12-21 03:09:32 main:574] : INFO : Epoch 984 | loss: 0.000133672 | val_loss: 0.000194379 | Time: 2461.36 ms [2020-12-21 03:09:35 main:574] : INFO : Epoch 985 | loss: 0.000163468 | val_loss: 0.000153555 | Time: 2452.99 ms [2020-12-21 03:09:37 main:574] : INFO : Epoch 986 | loss: 0.000142232 | val_loss: 0.000157941 | Time: 2454.68 ms [2020-12-21 03:09:40 main:574] : INFO : Epoch 987 | loss: 0.000129938 | val_loss: 0.000151341 | Time: 2476.6 ms [2020-12-21 03:09:42 main:574] : INFO : Epoch 988 | loss: 0.000141338 | val_loss: 0.000179779 | Time: 2366.03 ms [2020-12-21 03:09:44 main:574] : INFO : Epoch 989 | loss: 0.000185355 | val_loss: 0.000179873 | Time: 2340.47 ms [2020-12-21 03:09:47 main:574] : INFO : Epoch 990 | loss: 0.000145333 | val_loss: 0.000151764 | Time: 2397.34 ms [2020-12-21 03:09:49 main:574] : INFO : Epoch 991 | loss: 0.000151538 | val_loss: 0.000191951 | Time: 2399.74 ms [2020-12-21 03:09:52 main:574] : INFO : Epoch 992 | loss: 0.000172157 | val_loss: 0.000148889 | Time: 2457.39 ms [2020-12-21 03:09:54 main:574] : INFO : Epoch 993 | loss: 0.000130807 | val_loss: 0.000144517 | Time: 2527.95 ms [2020-12-21 03:09:57 main:574] : INFO : Epoch 994 | loss: 0.000132829 | val_loss: 0.000187574 | Time: 2435.86 ms [2020-12-21 03:09:59 main:574] : INFO : Epoch 995 | loss: 0.000168139 | val_loss: 0.000174564 | Time: 2352.33 ms [2020-12-21 03:10:02 main:574] : INFO : Epoch 996 | loss: 0.00013825 | val_loss: 0.000145448 | Time: 2459.17 ms [2020-12-21 03:10:04 main:574] : INFO : Epoch 997 | loss: 0.000125514 | val_loss: 0.000143915 | Time: 2424.24 ms [2020-12-21 03:10:07 main:574] : INFO : Epoch 998 | loss: 0.000173857 | val_loss: 0.000204175 | Time: 2428.91 ms [2020-12-21 03:10:09 main:574] : INFO : Epoch 999 | loss: 0.000178276 | val_loss: 0.000181902 | Time: 2379.86 ms [2020-12-21 03:10:11 main:574] : INFO : Epoch 1000 | loss: 0.0001382 | val_loss: 0.000145111 | Time: 2406.23 ms [2020-12-21 03:10:14 main:574] : INFO : Epoch 1001 | loss: 0.000122542 | val_loss: 0.000139578 | Time: 2464.52 ms [2020-12-21 03:10:16 main:574] : INFO : Epoch 1002 | loss: 0.000146716 | val_loss: 0.000212821 | Time: 2378.48 ms [2020-12-21 03:10:19 main:574] : INFO : Epoch 1003 | loss: 0.000192334 | val_loss: 0.000160902 | Time: 2473.86 ms [2020-12-21 03:10:21 main:574] : INFO : Epoch 1004 | loss: 0.000133893 | val_loss: 0.000140677 | Time: 2476.22 ms [2020-12-21 03:10:24 main:574] : INFO : Epoch 1005 | loss: 0.000137049 | val_loss: 0.00019543 | Time: 2505.81 ms [2020-12-21 03:10:26 main:574] : INFO : Epoch 1006 | loss: 0.000158747 | val_loss: 0.000200303 | Time: 2552.19 ms [2020-12-21 03:10:29 main:574] : INFO : Epoch 1007 | loss: 0.000166421 | val_loss: 0.000151957 | Time: 2460.42 ms [2020-12-21 03:10:31 main:574] : INFO : Epoch 1008 | loss: 0.000129422 | val_loss: 0.000141593 | Time: 2398.25 ms [2020-12-21 03:10:34 main:574] : INFO : Epoch 1009 | loss: 0.000140781 | val_loss: 0.000170821 | Time: 2340.16 ms [2020-12-21 03:10:36 main:574] : INFO : Epoch 1010 | loss: 0.000145505 | val_loss: 0.000144785 | Time: 2381.21 ms [2020-12-21 03:10:38 main:574] : INFO : Epoch 1011 | loss: 0.000148011 | val_loss: 0.000221335 | Time: 2361.27 ms [2020-12-21 03:10:41 main:574] : INFO : Epoch 1012 | loss: 0.000168332 | val_loss: 0.000152783 | Time: 2404.84 ms [2020-12-21 03:10:43 main:574] : INFO : Epoch 1013 | loss: 0.000130888 | val_loss: 0.000140272 | Time: 2478.84 ms [2020-12-21 03:10:46 main:574] : INFO : Epoch 1014 | loss: 0.000122237 | val_loss: 0.000149899 | Time: 2445.37 ms [2020-12-21 03:10:48 main:574] : INFO : Epoch 1015 | loss: 0.000221506 | val_loss: 0.000252169 | Time: 2404.37 ms [2020-12-21 03:10:51 main:574] : INFO : Epoch 1016 | loss: 0.000179744 | val_loss: 0.000159531 | Time: 2415.96 ms [2020-12-21 03:10:53 main:574] : INFO : Epoch 1017 | loss: 0.00012979 | val_loss: 0.000138987 | Time: 2436.25 ms [2020-12-21 03:10:56 main:574] : INFO : Epoch 1018 | loss: 0.000138328 | val_loss: 0.000170436 | Time: 2395.13 ms [2020-12-21 03:10:58 main:574] : INFO : Epoch 1019 | loss: 0.000132771 | val_loss: 0.000140778 | Time: 2360.23 ms [2020-12-21 03:11:01 main:574] : INFO : Epoch 1020 | loss: 0.000157879 | val_loss: 0.000239149 | Time: 2472.16 ms [2020-12-21 03:11:03 main:574] : INFO : Epoch 1021 | loss: 0.000171232 | val_loss: 0.000185738 | Time: 2412.2 ms [2020-12-21 03:11:05 main:574] : INFO : Epoch 1022 | loss: 0.000139699 | val_loss: 0.000146442 | Time: 2429.02 ms [2020-12-21 03:11:08 main:574] : INFO : Epoch 1023 | loss: 0.00013789 | val_loss: 0.000181478 | Time: 2396.03 ms [2020-12-21 03:11:10 main:574] : INFO : Epoch 1024 | loss: 0.000137961 | val_loss: 0.00014103 | Time: 2438 ms [2020-12-21 03:11:10 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.00014103 [2020-12-21 03:11:10 main:603] : INFO : Saving end state to config to file [2020-12-21 03:11:10 main:608] : INFO : Success, exiting.. 03:11:10 (10136): 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)