Task 3279730
| Name | ParityModified-1605150870-23478-10_1 |
| Workunit | 1528206 |
| Created | 14 Dec 2020, 16:44:02 UTC |
| Sent | 14 Dec 2020, 17:18:32 UTC |
| Report deadline | 21 Dec 2020, 17:18:32 UTC |
| Received | 18 Dec 2020, 7:40:05 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3856 |
| Run time | 42 min 59 sec |
| CPU time | 36 min 37 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 3,463.90 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.49 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> FO : Epoch 514 | loss: 0.0311603 | val_loss: 0.0311649 | Time: 2465.17 ms [2020-12-18 01:18:32 main:574] : INFO : Epoch 515 | loss: 0.0311616 | val_loss: 0.0311632 | Time: 2580.94 ms [2020-12-18 01:18:34 main:574] : INFO : Epoch 516 | loss: 0.0311611 | val_loss: 0.0311615 | Time: 2376.3 ms [2020-12-18 01:18:37 main:574] : INFO : Epoch 517 | loss: 0.0311603 | val_loss: 0.0311656 | Time: 2480.2 ms [2020-12-18 01:18:39 main:574] : INFO : Epoch 518 | loss: 0.0311604 | val_loss: 0.0311633 | Time: 2341 ms [2020-12-18 01:18:42 main:574] : INFO : Epoch 519 | loss: 0.0311587 | val_loss: 0.0311637 | Time: 2657.7 ms [2020-12-18 01:18:45 main:574] : INFO : Epoch 520 | loss: 0.031159 | val_loss: 0.0311601 | Time: 2499.58 ms [2020-12-18 01:18:47 main:574] : INFO : Epoch 521 | loss: 0.0311587 | val_loss: 0.0311644 | Time: 2539.17 ms [2020-12-18 01:18:50 main:574] : INFO : Epoch 522 | loss: 0.0311589 | val_loss: 0.0311596 | Time: 2493.03 ms [2020-12-18 01:18:52 main:574] : INFO : Epoch 523 | loss: 0.0311567 | val_loss: 0.0311613 | Time: 2295.92 ms [2020-12-18 01:18:54 main:574] : INFO : Epoch 524 | loss: 0.0311589 | val_loss: 0.0311597 | Time: 2347.73 ms [2020-12-18 01:18:57 main:574] : INFO : Epoch 525 | loss: 0.0311582 | val_loss: 0.0311603 | Time: 2223.33 ms [2020-12-18 01:18:59 main:574] : INFO : Epoch 526 | loss: 0.0311577 | val_loss: 0.0311595 | Time: 2221.87 ms [2020-12-18 01:19:01 main:574] : INFO : Epoch 527 | loss: 0.031159 | val_loss: 0.0311628 | Time: 2297.29 ms [2020-12-18 01:19:04 main:574] : INFO : Epoch 528 | loss: 0.0311598 | val_loss: 0.0311612 | Time: 2479.5 ms [2020-12-18 01:19:06 main:574] : INFO : Epoch 529 | loss: 0.031158 | val_loss: 0.0311621 | Time: 2358.41 ms [2020-12-18 01:19:09 main:574] : INFO : Epoch 530 | loss: 0.0311575 | val_loss: 0.0311609 | Time: 2430.54 ms [2020-12-18 01:19:11 main:574] : INFO : Epoch 531 | loss: 0.0311574 | val_loss: 0.0311588 | Time: 2272.3 ms [2020-12-18 01:19:13 main:574] : INFO : Epoch 532 | loss: 0.0311568 | val_loss: 0.0311611 | Time: 2208.78 ms [2020-12-18 01:19:16 main:574] : INFO : Epoch 533 | loss: 0.0311563 | val_loss: 0.0311649 | Time: 2461.36 ms [2020-12-18 01:19:18 main:574] : INFO : Epoch 534 | loss: 0.0311595 | val_loss: 0.0311653 | Time: 2305.29 ms [2020-12-18 01:19:20 main:574] : INFO : Epoch 535 | loss: 0.0311599 | val_loss: 0.0311613 | Time: 2309.32 ms [2020-12-18 01:19:23 main:574] : INFO : Epoch 536 | loss: 0.0311585 | val_loss: 0.0311634 | Time: 2507.52 ms [2020-12-18 01:19:25 main:574] : INFO : Epoch 537 | loss: 0.0311567 | val_loss: 0.0311605 | Time: 2320.56 ms [2020-12-18 01:19:28 main:574] : INFO : Epoch 538 | loss: 0.0311575 | val_loss: 0.0311609 | Time: 2478.54 ms [2020-12-18 01:19:30 main:574] : INFO : Epoch 539 | loss: 0.0311583 | val_loss: 0.0311632 | Time: 2367.28 ms [2020-12-18 01:19:32 main:574] : INFO : Epoch 540 | loss: 0.0311575 | val_loss: 0.0311632 | Time: 2239.06 ms [2020-12-18 01:19:35 main:574] : INFO : Epoch 541 | loss: 0.0311567 | val_loss: 0.031161 | Time: 2240.77 ms [2020-12-18 01:19:37 main:574] : INFO : Epoch 542 | loss: 0.0311563 | val_loss: 0.0311604 | Time: 2711.79 ms [2020-12-18 01:19:40 main:574] : INFO : Epoch 543 | loss: 0.0311565 | val_loss: 0.0311637 | Time: 2337.51 ms [2020-12-18 01:19:42 main:574] : INFO : Epoch 544 | loss: 0.0311601 | val_loss: 0.0311643 | Time: 2595.26 ms [2020-12-18 01:19:45 main:574] : INFO : Epoch 545 | loss: 0.0311604 | val_loss: 0.0311615 | Time: 2289.71 ms [2020-12-18 01:19:47 main:574] : INFO : Epoch 546 | loss: 0.0311596 | val_loss: 0.0311623 | Time: 2448.97 ms [2020-12-18 01:19:49 main:574] : INFO : Epoch 547 | loss: 0.0311596 | val_loss: 0.0311603 | Time: 2379.59 ms [2020-12-18 01:19:52 main:574] : INFO : Epoch 548 | loss: 0.0311594 | val_loss: 0.0311617 | Time: 2258.74 ms [2020-12-18 01:19:54 main:574] : INFO : Epoch 549 | loss: 0.0311587 | val_loss: 0.0311607 | Time: 2273.45 ms [2020-12-18 01:19:56 main:574] : INFO : Epoch 550 | loss: 0.0311591 | val_loss: 0.0311597 | Time: 2335.85 ms [2020-12-18 01:19:59 main:574] : INFO : Epoch 551 | loss: 0.0311572 | val_loss: 0.0311587 | Time: 2294.7 ms [2020-12-18 01:20:01 main:574] : INFO : Epoch 552 | loss: 0.0311562 | val_loss: 0.0311601 | Time: 2262.95 ms [2020-12-18 01:20:03 main:574] : INFO : Epoch 553 | loss: 0.0311563 | val_loss: 0.0311603 | Time: 2477.36 ms [2020-12-18 01:20:06 main:574] : INFO : Epoch 554 | loss: 0.0311556 | val_loss: 0.0311598 | Time: 2350.61 ms [2020-12-18 01:20:08 main:574] : INFO : Epoch 555 | loss: 0.0311555 | val_loss: 0.0311612 | Time: 2386.08 ms [2020-12-18 01:20:11 main:574] : INFO : Epoch 556 | loss: 0.0311558 | val_loss: 0.0311623 | Time: 2632.69 ms [2020-12-18 01:20:13 main:574] : INFO : Epoch 557 | loss: 0.0311558 | val_loss: 0.0311608 | Time: 2274.75 ms [2020-12-18 01:20:15 main:574] : INFO : Epoch 558 | loss: 0.0311549 | val_loss: 0.031159 | Time: 2471.25 ms [2020-12-18 01:20:18 main:574] : INFO : Epoch 559 | loss: 0.031156 | val_loss: 0.0311591 | Time: 2465.09 ms [2020-12-18 01:20:20 main:574] : INFO : Epoch 560 | loss: 0.0311544 | val_loss: 0.0311583 | Time: 2413.58 ms [2020-12-18 01:20:23 main:574] : INFO : Epoch 561 | loss: 0.0311527 | val_loss: 0.0311588 | Time: 2530.26 ms [2020-12-18 01:20:25 main:574] : INFO : Epoch 562 | loss: 0.0311549 | val_loss: 0.0311601 | Time: 2443.9 ms [2020-12-18 01:20:28 main:574] : INFO : Epoch 563 | loss: 0.0311574 | val_loss: 0.0311625 | Time: 2649.32 ms [2020-12-18 01:20:30 main:574] : INFO : Epoch 564 | loss: 0.0311599 | val_loss: 0.0311671 | Time: 2361.84 ms [2020-12-18 01:20:33 main:574] : INFO : Epoch 565 | loss: 0.0311641 | val_loss: 0.0311665 | Time: 2343.81 ms [2020-12-18 01:20:35 main:574] : INFO : Epoch 566 | loss: 0.0311589 | val_loss: 0.0311654 | Time: 2285.8 ms [2020-12-18 01:20:37 main:574] : INFO : Epoch 567 | loss: 0.0311583 | val_loss: 0.0311608 | Time: 2250.05 ms [2020-12-18 01:20:40 main:574] : INFO : Epoch 568 | loss: 0.0311588 | val_loss: 0.0311625 | Time: 2325.87 ms [2020-12-18 01:20:42 main:574] : INFO : Epoch 569 | loss: 0.031159 | val_loss: 0.0311617 | Time: 2524.62 ms [2020-12-18 01:20:44 main:574] : INFO : Epoch 570 | loss: 0.0311566 | val_loss: 0.0311583 | Time: 2218.84 ms [2020-12-18 01:20:47 main:574] : INFO : Epoch 571 | loss: 0.0311554 | val_loss: 0.0311591 | Time: 2308.85 ms [2020-12-18 01:20:49 main:574] : INFO : Epoch 572 | loss: 0.0311546 | val_loss: 0.0311573 | Time: 2363.03 ms [2020-12-18 01:20:51 main:574] : INFO : Epoch 573 | loss: 0.0311541 | val_loss: 0.031157 | Time: 2236.92 ms [2020-12-18 01:20:54 main:574] : INFO : Epoch 574 | loss: 0.0311532 | val_loss: 0.0311576 | Time: 2368.49 ms [2020-12-18 01:20:56 main:574] : INFO : Epoch 575 | loss: 0.0311543 | val_loss: 0.0311594 | Time: 2354.33 ms [2020-12-18 01:20:59 main:574] : INFO : Epoch 576 | loss: 0.0311552 | val_loss: 0.0311585 | Time: 2390.37 ms [2020-12-18 01:21:01 main:574] : INFO : Epoch 577 | loss: 0.0311559 | val_loss: 0.03116 | Time: 2180.42 ms [2020-12-18 01:21:03 main:574] : INFO : Epoch 578 | loss: 0.031156 | val_loss: 0.0311678 | Time: 2306.45 ms [2020-12-18 01:21:06 main:574] : INFO : Epoch 579 | loss: 0.0311585 | val_loss: 0.0311663 | Time: 2396.08 ms [2020-12-18 01:21:08 main:574] : INFO : Epoch 580 | loss: 0.0311573 | val_loss: 0.0311599 | Time: 2355.54 ms [2020-12-18 01:21:10 main:574] : INFO : Epoch 581 | loss: 0.0311557 | val_loss: 0.0311609 | Time: 2566.73 ms [2020-12-18 01:21:13 main:574] : INFO : Epoch 582 | loss: 0.0311544 | val_loss: 0.0311594 | Time: 2750.72 ms [2020-12-18 01:21:16 main:574] : INFO : Epoch 583 | loss: 0.0311546 | val_loss: 0.0311629 | Time: 2791.96 ms [2020-12-18 01:21:19 main:574] : INFO : Epoch 584 | loss: 0.031156 | val_loss: 0.0311612 | Time: 2598 ms [2020-12-18 01:21:21 main:574] : INFO : Epoch 585 | loss: 0.0311547 | val_loss: 0.0311594 | Time: 2614.89 ms [2020-12-18 01:21:24 main:574] : INFO : Epoch 586 | loss: 0.0311547 | val_loss: 0.0311599 | Time: 2514.66 ms [2020-12-18 01:21:26 main:574] : INFO : Epoch 587 | loss: 0.0311552 | val_loss: 0.0311594 | Time: 2492.35 ms [2020-12-18 01:21:29 main:574] : INFO : Epoch 588 | loss: 0.0311561 | val_loss: 0.031159 | Time: 2696.28 ms [2020-12-18 01:21:32 main:574] : INFO : Epoch 589 | loss: 0.0311551 | val_loss: 0.0311613 | Time: 2721.94 ms [2020-12-18 01:21:35 main:574] : INFO : Epoch 590 | loss: 0.0311553 | val_loss: 0.0311619 | Time: 2669.72 ms [2020-12-18 01:21:37 main:574] : INFO : Epoch 591 | loss: 0.0311549 | val_loss: 0.0311619 | Time: 2382.37 ms [2020-12-18 01:21:40 main:574] : INFO : Epoch 592 | loss: 0.0311552 | val_loss: 0.0311621 | Time: 2672.04 ms [2020-12-18 01:21:42 main:574] : INFO : Epoch 593 | loss: 0.0311562 | val_loss: 0.0311626 | Time: 2404.89 ms [2020-12-18 01:21:45 main:574] : INFO : Epoch 594 | loss: 0.0311554 | val_loss: 0.0311621 | Time: 2667.38 ms [2020-12-18 01:21:47 main:574] : INFO : Epoch 595 | loss: 0.0311568 | val_loss: 0.0311644 | Time: 2469.79 ms [2020-12-18 01:21:50 main:574] : INFO : Epoch 596 | loss: 0.0311573 | val_loss: 0.0311631 | Time: 2534.35 ms [2020-12-18 01:21:53 main:574] : INFO : Epoch 597 | loss: 0.0311532 | val_loss: 0.0311635 | Time: 2526.26 ms [2020-12-18 01:21:55 main:574] : INFO : Epoch 598 | loss: 0.0311531 | val_loss: 0.0311621 | Time: 2503.71 ms [2020-12-18 01:21:58 main:574] : INFO : Epoch 599 | loss: 0.0311531 | val_loss: 0.0311644 | Time: 2384.67 ms [2020-12-18 01:22:00 main:574] : INFO : Epoch 600 | loss: 0.0311535 | val_loss: 0.0311614 | Time: 2403.43 ms [2020-12-18 01:22:02 main:574] : INFO : Epoch 601 | loss: 0.0311558 | val_loss: 0.0311636 | Time: 2469.82 ms [2020-12-18 01:22:05 main:574] : INFO : Epoch 602 | loss: 0.0311545 | val_loss: 0.0311624 | Time: 2248.36 ms [2020-12-18 01:22:07 main:574] : INFO : Epoch 603 | loss: 0.031154 | val_loss: 0.0311658 | Time: 2472.1 ms [2020-12-18 01:22:10 main:574] : INFO : Epoch 604 | loss: 0.0311561 | val_loss: 0.0311653 | Time: 2414.19 ms [2020-12-18 01:22:12 main:574] : INFO : Epoch 605 | loss: 0.0311604 | val_loss: 0.0311644 | Time: 2614.21 ms [2020-12-18 01:22:15 main:574] : INFO : Epoch 606 | loss: 0.031161 | val_loss: 0.0311695 | Time: 2452.41 ms [2020-12-18 01:22:17 main:574] : INFO : Epoch 607 | loss: 0.031157 | val_loss: 0.0311615 | Time: 2266.21 ms [2020-12-18 01:22:20 main:574] : INFO : Epoch 608 | loss: 0.0311567 | val_loss: 0.0311632 | Time: 2473.03 ms [2020-12-18 01:22:22 main:574] : INFO : Epoch 609 | loss: 0.0311569 | val_loss: 0.031168 | Time: 2229.82 ms [2020-12-18 01:22:24 main:574] : INFO : Epoch 610 | loss: 0.0311546 | val_loss: 0.0311658 | Time: 2379.16 ms [2020-12-18 01:22:26 main:574] : INFO : Epoch 611 | loss: 0.0311546 | val_loss: 0.0311636 | Time: 2148.56 ms [2020-12-18 01:22:30 main:574] : INFO : Epoch 612 | loss: 0.0311527 | val_loss: 0.0311647 | Time: 3094.19 ms [2020-12-18 01:22:32 main:574] : INFO : Epoch 613 | loss: 0.0311523 | val_loss: 0.0311627 | Time: 2295.08 ms [2020-12-18 01:22:34 main:574] : INFO : Epoch 614 | loss: 0.0311514 | val_loss: 0.0311635 | Time: 2439.11 ms [2020-12-18 01:22:37 main:574] : INFO : Epoch 615 | loss: 0.0311508 | val_loss: 0.0311658 | Time: 2444.31 ms [2020-12-18 01:22:40 main:574] : INFO : Epoch 616 | loss: 0.0311506 | val_loss: 0.0311651 | Time: 2749.6 ms [2020-12-18 01:22:43 main:574] : INFO : Epoch 617 | loss: 0.0311522 | val_loss: 0.0311637 | Time: 2987.49 ms [2020-12-18 01:22:46 main:574] : INFO : Epoch 618 | loss: 0.0311544 | val_loss: 0.0311676 | Time: 3149.68 ms [2020-12-18 01:22:48 main:574] : INFO : Epoch 619 | loss: 0.0311543 | val_loss: 0.031174 | Time: 2565.68 ms [2020-12-18 01:22:51 main:574] : INFO : Epoch 620 | loss: 0.0311577 | val_loss: 0.0311617 | Time: 2427.37 ms [2020-12-18 01:22:53 main:574] : INFO : Epoch 621 | loss: 0.0311555 | val_loss: 0.031162 | Time: 2323.58 ms [2020-12-18 01:22:56 main:574] : INFO : Epoch 622 | loss: 0.0311534 | val_loss: 0.0311616 | Time: 2587.81 ms [2020-12-18 01:22:59 main:574] : INFO : Epoch 623 | loss: 0.0311517 | val_loss: 0.0311608 | Time: 2751.29 ms [2020-12-18 01:23:01 main:574] : INFO : Epoch 624 | loss: 0.0311518 | val_loss: 0.031161 | Time: 2594.45 ms [2020-12-18 01:23:04 main:574] : INFO : Epoch 625 | loss: 0.0311532 | val_loss: 0.0311634 | Time: 2482.09 ms [2020-12-18 01:23:06 main:574] : INFO : Epoch 626 | loss: 0.0311521 | val_loss: 0.0311647 | Time: 2526.11 ms [2020-12-18 01:23:09 main:574] : INFO : Epoch 627 | loss: 0.0311528 | val_loss: 0.0311632 | Time: 2398.53 ms [2020-12-18 01:23:11 main:574] : INFO : Epoch 628 | loss: 0.0311538 | val_loss: 0.0311652 | Time: 2471.1 ms [2020-12-18 01:23:14 main:574] : INFO : Epoch 629 | loss: 0.0311528 | val_loss: 0.0311666 | Time: 2609.92 ms [2020-12-18 01:23:16 main:574] : INFO : Epoch 630 | loss: 0.0311512 | val_loss: 0.0311625 | Time: 2400.09 ms [2020-12-18 01:23:18 main:574] : INFO : Epoch 631 | loss: 0.0311521 | val_loss: 0.0311621 | Time: 2237.24 ms [2020-12-18 01:23:21 main:574] : INFO : Epoch 632 | loss: 0.0311538 | val_loss: 0.0311614 | Time: 2141.62 ms [2020-12-18 01:23:23 main:574] : INFO : Epoch 633 | loss: 0.0311531 | val_loss: 0.0311602 | Time: 2357.38 ms [2020-12-18 01:23:25 main:574] : INFO : Epoch 634 | loss: 0.0311523 | val_loss: 0.0311609 | Time: 2244.28 ms [2020-12-18 01:23:27 main:574] : INFO : Epoch 635 | loss: 0.0311527 | val_loss: 0.0311655 | Time: 2223.46 ms [2020-12-18 01:23:30 main:574] : INFO : Epoch 636 | loss: 0.0311586 | val_loss: 0.0311702 | Time: 2191.27 ms [2020-12-18 01:23:32 main:574] : INFO : Epoch 637 | loss: 0.031156 | val_loss: 0.0311627 | Time: 2184.79 ms [2020-12-18 01:23:34 main:574] : INFO : Epoch 638 | loss: 0.0311556 | val_loss: 0.031164 | Time: 2498.42 ms [2020-12-18 01:23:37 main:574] : INFO : Epoch 639 | loss: 0.0311553 | val_loss: 0.0311635 | Time: 2184.35 ms [2020-12-18 01:23:39 main:574] : INFO : Epoch 640 | loss: 0.0311545 | val_loss: 0.0311642 | Time: 2493.93 ms [2020-12-18 01:23:42 main:574] : INFO : Epoch 641 | loss: 0.0311526 | val_loss: 0.0311621 | Time: 2668.32 ms [2020-12-18 01:23:44 main:574] : INFO : Epoch 642 | loss: 0.0311542 | val_loss: 0.031162 | Time: 2343.7 ms [2020-12-18 01:23:46 main:574] : INFO : Epoch 643 | loss: 0.0311515 | val_loss: 0.0311592 | Time: 2217.51 ms [2020-12-18 01:23:49 main:574] : INFO : Epoch 644 | loss: 0.0311508 | val_loss: 0.0311621 | Time: 2156.94 ms [2020-12-18 01:23:51 main:574] : INFO : Epoch 645 | loss: 0.0311515 | val_loss: 0.0311649 | Time: 2266.51 ms [2020-12-18 01:23:53 main:574] : INFO : Epoch 646 | loss: 0.0311519 | val_loss: 0.0311597 | Time: 2549.52 ms [2020-12-18 01:23:56 main:574] : INFO : Epoch 647 | loss: 0.0311493 | val_loss: 0.0311619 | Time: 2586.81 ms [2020-12-18 01:23:58 main:574] : INFO : Epoch 648 | loss: 0.0311496 | val_loss: 0.031162 | Time: 2229.78 ms [2020-12-18 01:24:00 main:574] : INFO : Epoch 649 | loss: 0.0311497 | val_loss: 0.0311599 | Time: 2186.83 ms [2020-12-18 01:24:03 main:574] : INFO : Epoch 650 | loss: 0.0311513 | val_loss: 0.0311619 | Time: 2376.77 ms [2020-12-18 01:24:05 main:574] : INFO : Epoch 651 | loss: 0.0311534 | val_loss: 0.0311639 | Time: 2583.86 ms [2020-12-18 01:24:08 main:574] : INFO : Epoch 652 | loss: 0.0311527 | val_loss: 0.0311622 | Time: 2441.79 ms [2020-12-18 01:24:10 main:574] : INFO : Epoch 653 | loss: 0.0311536 | val_loss: 0.0311641 | Time: 2201.91 ms [2020-12-18 01:24:12 main:574] : INFO : Epoch 654 | loss: 0.0311513 | val_loss: 0.0311686 | Time: 2309.37 ms [2020-12-18 01:24:15 main:574] : INFO : Epoch 655 | loss: 0.0311502 | val_loss: 0.0311617 | Time: 2475.91 ms [2020-12-18 01:24:18 main:574] : INFO : Epoch 656 | loss: 0.031151 | val_loss: 0.031166 | Time: 2657.74 ms [2020-12-18 01:24:20 main:574] : INFO : Epoch 657 | loss: 0.0311515 | val_loss: 0.0311645 | Time: 2681.57 ms [2020-12-18 01:24:22 main:574] : INFO : Epoch 658 | loss: 0.0311512 | val_loss: 0.0311626 | Time: 2118.19 ms [2020-12-18 01:24:25 main:574] : INFO : Epoch 659 | loss: 0.0311503 | val_loss: 0.0311612 | Time: 2313.56 ms [2020-12-18 01:24:27 main:574] : INFO : Epoch 660 | loss: 0.0311488 | val_loss: 0.0311623 | Time: 2527.69 ms [2020-12-18 01:24:30 main:574] : INFO : Epoch 661 | loss: 0.0311488 | val_loss: 0.0311628 | Time: 2509.43 ms [2020-12-18 01:24:33 main:574] : INFO : Epoch 662 | loss: 0.0311471 | val_loss: 0.031162 | Time: 2639.7 ms [2020-12-18 01:24:35 main:574] : INFO : Epoch 663 | loss: 0.0311466 | val_loss: 0.0311678 | Time: 2483.14 ms [2020-12-18 01:24:38 main:574] : INFO : Epoch 664 | loss: 0.0311494 | val_loss: 0.0311635 | Time: 2591.7 ms [2020-12-18 01:24:40 main:574] : INFO : Epoch 665 | loss: 0.0311531 | val_loss: 0.0311686 | Time: 2156.67 ms [2020-12-18 01:24:42 main:574] : INFO : Epoch 666 | loss: 0.0311561 | val_loss: 0.0311689 | Time: 2365.01 ms [2020-12-18 01:24:44 main:574] : INFO : Epoch 667 | loss: 0.0311523 | val_loss: 0.0311635 | Time: 2171.22 ms [2020-12-18 01:24:47 main:574] : INFO : Epoch 668 | loss: 0.0311521 | val_loss: 0.031164 | Time: 2188.59 ms [2020-12-18 01:24:49 main:574] : INFO : Epoch 669 | loss: 0.0311528 | val_loss: 0.0311644 | Time: 2217.99 ms [2020-12-18 01:24:52 main:574] : INFO : Epoch 670 | loss: 0.0311533 | val_loss: 0.0311648 | Time: 3362.86 ms [2020-12-18 01:24:55 main:574] : INFO : Epoch 671 | loss: 0.0311518 | val_loss: 0.0311661 | Time: 3099.19 ms [2020-12-18 01:24:59 main:574] : INFO : Epoch 672 | loss: 0.0311528 | val_loss: 0.0311635 | Time: 3527.88 ms [2020-12-18 01:25:02 main:574] : INFO : Epoch 673 | loss: 0.0311532 | val_loss: 0.0311619 | Time: 2983.46 ms [2020-12-18 01:25:05 main:574] : INFO : Epoch 674 | loss: 0.0311526 | val_loss: 0.0311644 | Time: 3030.63 ms [2020-12-18 01:25:08 main:574] : INFO : Epoch 675 | loss: 0.0311516 | val_loss: 0.031163 | Time: 2975.73 ms [2020-12-18 01:25:11 main:574] : INFO : Epoch 676 | loss: 0.0311528 | val_loss: 0.0311648 | Time: 2570.02 ms [2020-12-18 01:25:13 main:574] : INFO : Epoch 677 | loss: 0.031153 | val_loss: 0.0311635 | Time: 2786.15 ms [2020-12-18 01:25:16 main:574] : INFO : Epoch 678 | loss: 0.0311562 | val_loss: 0.0311655 | Time: 3011.75 ms [2020-12-18 01:25:19 main:574] : INFO : Epoch 679 | loss: 0.0311537 | val_loss: 0.031166 | Time: 2732.3 ms [2020-12-18 01:25:22 main:574] : INFO : Epoch 680 | loss: 0.0311514 | val_loss: 0.0311619 | Time: 2545.13 ms [2020-12-18 01:25:25 main:574] : INFO : Epoch 681 | loss: 0.0311507 | val_loss: 0.0311622 | Time: 2758.98 ms [2020-12-18 01:25:27 main:574] : INFO : Epoch 682 | loss: 0.0311499 | val_loss: 0.0311617 | Time: 2802.73 ms [2020-12-18 01:25:30 main:574] : INFO : Epoch 683 | loss: 0.0311507 | val_loss: 0.0311634 | Time: 2950.94 ms [2020-12-18 01:25:33 main:574] : INFO : Epoch 684 | loss: 0.0311517 | val_loss: 0.0311617 | Time: 2621.7 ms [2020-12-18 01:25:36 main:574] : INFO : Epoch 685 | loss: 0.0311502 | val_loss: 0.0311617 | Time: 2571.77 ms [2020-12-18 01:25:38 main:574] : INFO : Epoch 686 | loss: 0.0311522 | val_loss: 0.0311666 | Time: 2761.61 ms [2020-12-18 01:25:41 main:574] : INFO : Epoch 687 | loss: 0.0311517 | val_loss: 0.03116 | Time: 2386.58 ms [2020-12-18 01:25:43 main:574] : INFO : Epoch 688 | loss: 0.0311504 | val_loss: 0.0311602 | Time: 2431.56 ms [2020-12-18 01:25:46 main:574] : INFO : Epoch 689 | loss: 0.0311496 | val_loss: 0.0311624 | Time: 2328.03 ms [2020-12-18 01:25:48 main:574] : INFO : Epoch 690 | loss: 0.0311532 | val_loss: 0.0311634 | Time: 2335.03 ms [2020-12-18 01:25:50 main:574] : INFO : Epoch 691 | loss: 0.0311548 | val_loss: 0.0311614 | Time: 2325.63 ms [2020-12-18 01:25:53 main:574] : INFO : Epoch 692 | loss: 0.0311537 | val_loss: 0.0311629 | Time: 2478.32 ms [2020-12-18 01:25:55 main:574] : INFO : Epoch 693 | loss: 0.0311518 | val_loss: 0.0311622 | Time: 2168.68 ms [2020-12-18 01:25:58 main:574] : INFO : Epoch 694 | loss: 0.0311507 | val_loss: 0.0311606 | Time: 2619.51 ms [2020-12-18 01:26:00 main:574] : INFO : Epoch 695 | loss: 0.0311529 | val_loss: 0.0311635 | Time: 2432.35 ms [2020-12-18 01:26:03 main:574] : INFO : Epoch 696 | loss: 0.0311566 | val_loss: 0.0311646 | Time: 2401.88 ms [2020-12-18 01:26:05 main:574] : INFO : Epoch 697 | loss: 0.0311571 | val_loss: 0.0311664 | Time: 2745.25 ms [2020-12-18 01:26:08 main:574] : INFO : Epoch 698 | loss: 0.0311563 | val_loss: 0.0311666 | Time: 2434.75 ms [2020-12-18 01:26:10 main:574] : INFO : Epoch 699 | loss: 0.0311547 | val_loss: 0.0311637 | Time: 2480.4 ms [2020-12-18 01:26:13 main:574] : INFO : Epoch 700 | loss: 0.0311543 | val_loss: 0.0311666 | Time: 2525.97 ms [2020-12-18 01:26:16 main:574] : INFO : Epoch 701 | loss: 0.0311557 | val_loss: 0.0311652 | Time: 2885.74 ms [2020-12-18 01:26:19 main:574] : INFO : Epoch 702 | loss: 0.0311539 | val_loss: 0.0311663 | Time: 2854.14 ms [2020-12-18 01:26:21 main:574] : INFO : Epoch 703 | loss: 0.0311587 | val_loss: 0.0311678 | Time: 2434.19 ms [2020-12-18 01:26:24 main:574] : INFO : Epoch 704 | loss: 0.0311569 | val_loss: 0.0311661 | Time: 2648.39 ms [2020-12-18 01:26:27 main:574] : INFO : Epoch 705 | loss: 0.0311545 | val_loss: 0.031166 | Time: 2670.66 ms [2020-12-18 01:26:29 main:574] : INFO : Epoch 706 | loss: 0.031153 | val_loss: 0.0311664 | Time: 2662.22 ms [2020-12-18 01:26:32 main:574] : INFO : Epoch 707 | loss: 0.0311543 | val_loss: 0.031171 | Time: 2345.73 ms [2020-12-18 01:26:34 main:574] : INFO : Epoch 708 | loss: 0.0311542 | val_loss: 0.0311637 | Time: 2728.53 ms [2020-12-18 01:26:37 main:574] : INFO : Epoch 709 | loss: 0.0311545 | val_loss: 0.0311635 | Time: 2545.99 ms [2020-12-18 01:26:40 main:574] : INFO : Epoch 710 | loss: 0.0311574 | val_loss: 0.0311638 | Time: 2592.16 ms [2020-12-18 01:26:42 main:574] : INFO : Epoch 711 | loss: 0.0311556 | val_loss: 0.031164 | Time: 2776.71 ms [2020-12-18 01:26:45 main:574] : INFO : Epoch 712 | loss: 0.0311542 | val_loss: 0.0311607 | Time: 2502.04 ms [2020-12-18 01:26:47 main:574] : INFO : Epoch 713 | loss: 0.0311539 | val_loss: 0.0311616 | Time: 2485.54 ms [2020-12-18 01:26:50 main:574] : INFO : Epoch 714 | loss: 0.0311567 | val_loss: 0.031163 | Time: 2437.78 ms [2020-12-18 01:26:52 main:574] : INFO : Epoch 715 | loss: 0.0311557 | val_loss: 0.031161 | Time: 2475.74 ms [2020-12-18 01:26:55 main:574] : INFO : Epoch 716 | loss: 0.031155 | val_loss: 0.0311638 | Time: 2431.53 ms [2020-12-18 01:26:57 main:574] : INFO : Epoch 717 | loss: 0.0311549 | val_loss: 0.0311629 | Time: 2370.09 ms [2020-12-18 01:27:00 main:574] : INFO : Epoch 718 | loss: 0.0311561 | val_loss: 0.0311629 | Time: 2494.84 ms [2020-12-18 01:27:02 main:574] : INFO : Epoch 719 | loss: 0.0311535 | val_loss: 0.0311631 | Time: 2406.88 ms [2020-12-18 01:27:05 main:574] : INFO : Epoch 720 | loss: 0.0311545 | val_loss: 0.0311635 | Time: 2547.6 ms [2020-12-18 01:27:07 main:574] : INFO : Epoch 721 | loss: 0.0311543 | val_loss: 0.0311634 | Time: 2358.32 ms [2020-12-18 01:27:09 main:574] : INFO : Epoch 722 | loss: 0.0311565 | val_loss: 0.0311652 | Time: 2350.81 ms [2020-12-18 01:27:12 main:574] : INFO : Epoch 723 | loss: 0.0311565 | val_loss: 0.0311664 | Time: 2350.51 ms [2020-12-18 01:27:14 main:574] : INFO : Epoch 724 | loss: 0.0311575 | val_loss: 0.031167 | Time: 2583.65 ms [2020-12-18 01:27:17 main:574] : INFO : Epoch 725 | loss: 0.0311557 | val_loss: 0.0311651 | Time: 2542.26 ms [2020-12-18 01:27:20 main:574] : INFO : Epoch 726 | loss: 0.0311535 | val_loss: 0.0311639 | Time: 2695.09 ms [2020-12-18 01:27:22 main:574] : INFO : Epoch 727 | loss: 0.0311558 | val_loss: 0.0311626 | Time: 2284.12 ms [2020-12-18 01:27:25 main:574] : INFO : Epoch 728 | loss: 0.0311538 | val_loss: 0.0311637 | Time: 2536.26 ms [2020-12-18 01:27:27 main:574] : INFO : Epoch 729 | loss: 0.0311523 | val_loss: 0.0311621 | Time: 2538.48 ms [2020-12-18 01:27:29 main:574] : INFO : Epoch 730 | loss: 0.031156 | val_loss: 0.031166 | Time: 2342.97 ms [2020-12-18 01:27:32 main:574] : INFO : Epoch 731 | loss: 0.0311569 | val_loss: 0.0311639 | Time: 2773.41 ms [2020-12-18 01:27:35 main:574] : INFO : Epoch 732 | loss: 0.031155 | val_loss: 0.0311635 | Time: 2248.64 ms [2020-12-18 01:27:37 main:574] : INFO : Epoch 733 | loss: 0.0311546 | val_loss: 0.0311632 | Time: 2341.79 ms [2020-12-18 01:27:39 main:574] : INFO : Epoch 734 | loss: 0.0311545 | val_loss: 0.0311638 | Time: 2474.11 ms [2020-12-18 01:27:42 main:574] : INFO : Epoch 735 | loss: 0.0311549 | val_loss: 0.0311629 | Time: 2370.62 ms [2020-12-18 01:27:44 main:574] : INFO : Epoch 736 | loss: 0.0311559 | val_loss: 0.031168 | Time: 2395.35 ms [2020-12-18 01:27:46 main:574] : INFO : Epoch 737 | loss: 0.0311581 | val_loss: 0.031164 | Time: 2193.89 ms [2020-12-18 01:27:49 main:574] : INFO : Epoch 738 | loss: 0.0311605 | val_loss: 0.0311635 | Time: 2353.58 ms [2020-12-18 01:27:51 main:574] : INFO : Epoch 739 | loss: 0.0311541 | val_loss: 0.0311635 | Time: 2560.02 ms [2020-12-18 01:27:54 main:574] : INFO : Epoch 740 | loss: 0.0311537 | val_loss: 0.0311624 | Time: 2293.33 ms [2020-12-18 01:27:56 main:574] : INFO : Epoch 741 | loss: 0.0311545 | val_loss: 0.0311636 | Time: 2371.72 ms [2020-12-18 01:27:59 main:574] : INFO : Epoch 742 | loss: 0.0311541 | val_loss: 0.0311617 | Time: 2518.9 ms [2020-12-18 01:28:01 main:574] : INFO : Epoch 743 | loss: 0.0311539 | val_loss: 0.0311631 | Time: 2319.47 ms [2020-12-18 01:28:04 main:574] : INFO : Epoch 744 | loss: 0.0311557 | val_loss: 0.031165 | Time: 2667.92 ms [2020-12-18 01:28:06 main:574] : INFO : Epoch 745 | loss: 0.0311589 | val_loss: 0.0311636 | Time: 2256.6 ms [2020-12-18 01:28:08 main:574] : INFO : Epoch 746 | loss: 0.0311548 | val_loss: 0.031159 | Time: 2497.26 ms [2020-12-18 01:28:11 main:574] : INFO : Epoch 747 | loss: 0.0311534 | val_loss: 0.0311607 | Time: 2796.36 ms [2020-12-18 01:28:14 main:574] : INFO : Epoch 748 | loss: 0.031154 | val_loss: 0.0311625 | Time: 2598.94 ms [2020-12-18 01:28:16 main:574] : INFO : Epoch 749 | loss: 0.0311538 | val_loss: 0.0311621 | Time: 2452.83 ms [2020-12-18 01:28:19 main:574] : INFO : Epoch 750 | loss: 0.0311529 | val_loss: 0.0311618 | Time: 2812.84 ms [2020-12-18 01:28:22 main:574] : INFO : Epoch 751 | loss: 0.0311531 | val_loss: 0.0311607 | Time: 2726.02 ms [2020-12-18 01:28:24 main:574] : INFO : Epoch 752 | loss: 0.0311517 | val_loss: 0.0311588 | Time: 2529.59 ms [2020-12-18 01:28:27 main:574] : INFO : Epoch 753 | loss: 0.0311522 | val_loss: 0.0311612 | Time: 2561.21 ms [2020-12-18 01:28:30 main:574] : INFO : Epoch 754 | loss: 0.0311516 | val_loss: 0.0311598 | Time: 2686.91 ms [2020-12-18 01:28:32 main:574] : INFO : Epoch 755 | loss: 0.0311526 | val_loss: 0.0311636 | Time: 2385.3 ms [2020-12-18 01:28:34 main:574] : INFO : Epoch 756 | loss: 0.0311535 | val_loss: 0.0311591 | Time: 2320.86 ms [2020-12-18 01:28:37 main:574] : INFO : Epoch 757 | loss: 0.0311529 | val_loss: 0.031164 | Time: 2931.38 ms [2020-12-18 01:28:40 main:574] : INFO : Epoch 758 | loss: 0.0311521 | val_loss: 0.0311598 | Time: 2649.46 ms [2020-12-18 01:28:43 main:574] : INFO : Epoch 759 | loss: 0.031152 | val_loss: 0.0311611 | Time: 2460.26 ms [2020-12-18 01:28:45 main:574] : INFO : Epoch 760 | loss: 0.0311516 | val_loss: 0.0311627 | Time: 2493.23 ms [2020-12-18 01:28:48 main:574] : INFO : Epoch 761 | loss: 0.0311513 | val_loss: 0.0311608 | Time: 2322.5 ms [2020-12-18 01:28:50 main:574] : INFO : Epoch 762 | loss: 0.0311509 | val_loss: 0.0311629 | Time: 2436.99 ms [2020-12-18 01:28:53 main:574] : INFO : Epoch 763 | loss: 0.0311507 | val_loss: 0.031164 | Time: 2483.83 ms [2020-12-18 01:28:55 main:574] : INFO : Epoch 764 | loss: 0.0311514 | val_loss: 0.0311621 | Time: 2579.44 ms [2020-12-18 01:28:58 main:574] : INFO : Epoch 765 | loss: 0.0311539 | val_loss: 0.0311689 | Time: 2508.09 ms [2020-12-18 01:29:00 main:574] : INFO : Epoch 766 | loss: 0.0311541 | val_loss: 0.0311675 | Time: 2221.16 ms [2020-12-18 01:29:03 main:574] : INFO : Epoch 767 | loss: 0.0311508 | val_loss: 0.0311632 | Time: 2702.59 ms [2020-12-18 01:29:05 main:574] : INFO : Epoch 768 | loss: 0.0311523 | val_loss: 0.0311643 | Time: 2306.38 ms [2020-12-18 01:29:07 main:574] : INFO : Epoch 769 | loss: 0.0311509 | val_loss: 0.031165 | Time: 2249.25 ms [2020-12-18 01:29:10 main:574] : INFO : Epoch 770 | loss: 0.0311525 | val_loss: 0.0311622 | Time: 2276.49 ms [2020-12-18 01:29:12 main:574] : INFO : Epoch 771 | loss: 0.0311512 | val_loss: 0.0311654 | Time: 2403.2 ms [2020-12-18 01:29:15 main:574] : INFO : Epoch 772 | loss: 0.0311518 | val_loss: 0.0311598 | Time: 2657.31 ms [2020-12-18 01:29:17 main:574] : INFO : Epoch 773 | loss: 0.0311511 | val_loss: 0.0311606 | Time: 2358.91 ms [2020-12-18 01:29:20 main:574] : INFO : Epoch 774 | loss: 0.0311532 | val_loss: 0.0311625 | Time: 2561.57 ms [2020-12-18 01:29:22 main:574] : INFO : Epoch 775 | loss: 0.0311553 | val_loss: 0.0311615 | Time: 2563.17 ms [2020-12-18 01:29:25 main:574] : INFO : Epoch 776 | loss: 0.0311523 | val_loss: 0.031162 | Time: 2848.78 ms [2020-12-18 01:29:28 main:574] : INFO : Epoch 777 | loss: 0.0311521 | val_loss: 0.0311608 | Time: 2959.61 ms [2020-12-18 01:29:31 main:574] : INFO : Epoch 778 | loss: 0.0311524 | val_loss: 0.0311618 | Time: 2533.4 ms [2020-12-18 01:29:33 main:574] : INFO : Epoch 779 | loss: 0.0311516 | val_loss: 0.031162 | Time: 2517.58 ms [2020-12-18 01:29:36 main:574] : INFO : Epoch 780 | loss: 0.0311512 | val_loss: 0.0311601 | Time: 2757.86 ms [2020-12-18 01:29:39 main:574] : INFO : Epoch 781 | loss: 0.0311507 | val_loss: 0.031158 | Time: 3077.35 ms [2020-12-18 01:29:42 main:574] : INFO : Epoch 782 | loss: 0.0311522 | val_loss: 0.0311796 | Time: 2729.22 ms [2020-12-18 01:29:44 main:574] : INFO : Epoch 783 | loss: 0.0311545 | val_loss: 0.0311647 | Time: 2464.19 ms [2020-12-18 01:29:47 main:574] : INFO : Epoch 784 | loss: 0.0311537 | val_loss: 0.0311647 | Time: 2750.59 ms [2020-12-18 01:29:49 main:574] : INFO : Epoch 785 | loss: 0.0311621 | val_loss: 0.031171 | Time: 2384.62 ms [2020-12-18 01:29:52 main:574] : INFO : Epoch 786 | loss: 0.0311622 | val_loss: 0.0311625 | Time: 2738.58 ms [2020-12-18 01:29:55 main:574] : INFO : Epoch 787 | loss: 0.0311583 | val_loss: 0.0311629 | Time: 2600.18 ms [2020-12-18 01:29:57 main:574] : INFO : Epoch 788 | loss: 0.0311574 | val_loss: 0.0311665 | Time: 2563.22 ms [2020-12-18 01:30:00 main:574] : INFO : Epoch 789 | loss: 0.0311558 | val_loss: 0.0311607 | Time: 2385.77 ms [2020-12-18 01:30:02 main:574] : INFO : Epoch 790 | loss: 0.0311551 | val_loss: 0.0311638 | Time: 2465.42 ms [2020-12-18 01:30:05 main:574] : INFO : Epoch 791 | loss: 0.0311547 | val_loss: 0.0311607 | Time: 2450.97 ms [2020-12-18 01:30:07 main:574] : INFO : Epoch 792 | loss: 0.0311522 | val_loss: 0.0311601 | Time: 2292.66 ms [2020-12-18 01:30:10 main:574] : INFO : Epoch 793 | loss: 0.0311518 | val_loss: 0.0311598 | Time: 2476.35 ms [2020-12-18 01:30:12 main:574] : INFO : Epoch 794 | loss: 0.0311528 | val_loss: 0.0311597 | Time: 2353.73 ms [2020-12-18 01:30:15 main:574] : INFO : Epoch 795 | loss: 0.0311526 | val_loss: 0.0311608 | Time: 2755.98 ms [2020-12-18 01:30:17 main:574] : INFO : Epoch 796 | loss: 0.0311525 | val_loss: 0.0311597 | Time: 2343.92 ms [2020-12-18 01:30:20 main:574] : INFO : Epoch 797 | loss: 0.0311508 | val_loss: 0.0311604 | Time: 2713.51 ms [2020-12-18 01:30:22 main:574] : INFO : Epoch 798 | loss: 0.0311501 | val_loss: 0.0311645 | Time: 2328.51 ms [2020-12-18 01:30:25 main:574] : INFO : Epoch 799 | loss: 0.0311518 | val_loss: 0.0311612 | Time: 2608.78 ms [2020-12-18 01:30:27 main:574] : INFO : Epoch 800 | loss: 0.0311511 | val_loss: 0.0311591 | Time: 2552.58 ms [2020-12-18 01:30:30 main:574] : INFO : Epoch 801 | loss: 0.0311515 | val_loss: 0.0311598 | Time: 2510.82 ms [2020-12-18 01:30:33 main:574] : INFO : Epoch 802 | loss: 0.0311526 | val_loss: 0.0311644 | Time: 2806.08 ms [2020-12-18 01:30:35 main:574] : INFO : Epoch 803 | loss: 0.0311525 | val_loss: 0.0311621 | Time: 2457.28 ms [2020-12-18 01:30:38 main:574] : INFO : Epoch 804 | loss: 0.0311509 | val_loss: 0.0311616 | Time: 2415.2 ms [2020-12-18 01:30:40 main:574] : INFO : Epoch 805 | loss: 0.0311505 | val_loss: 0.031161 | Time: 2463.85 ms [2020-12-18 01:30:43 main:574] : INFO : Epoch 806 | loss: 0.031148 | val_loss: 0.0311618 | Time: 2362.57 ms [2020-12-18 01:30:45 main:574] : INFO : Epoch 807 | loss: 0.0311479 | val_loss: 0.0311593 | Time: 2679.94 ms [2020-12-18 01:30:48 main:574] : INFO : Epoch 808 | loss: 0.0311475 | val_loss: 0.0311591 | Time: 2840.77 ms [2020-12-18 01:30:50 main:574] : INFO : Epoch 809 | loss: 0.0311463 | val_loss: 0.0311594 | Time: 2198.64 ms [2020-12-18 01:30:53 main:574] : INFO : Epoch 810 | loss: 0.031145 | val_loss: 0.0311578 | Time: 2222.93 ms [2020-12-18 01:30:55 main:574] : INFO : Epoch 811 | loss: 0.0311469 | val_loss: 0.0311616 | Time: 2432.16 ms [2020-12-18 01:30:57 main:574] : INFO : Epoch 812 | loss: 0.0311479 | val_loss: 0.0311605 | Time: 2369.89 ms [2020-12-18 01:31:00 main:574] : INFO : Epoch 813 | loss: 0.0311482 | val_loss: 0.0311591 | Time: 2320.69 ms [2020-12-18 01:31:03 main:574] : INFO : Epoch 814 | loss: 0.0311465 | val_loss: 0.0311611 | Time: 2724.08 ms [2020-12-18 01:31:05 main:574] : INFO : Epoch 815 | loss: 0.0311472 | val_loss: 0.031158 | Time: 2446.69 ms [2020-12-18 01:31:08 main:574] : INFO : Epoch 816 | loss: 0.0311492 | val_loss: 0.0311613 | Time: 2475.57 ms [2020-12-18 01:31:10 main:574] : INFO : Epoch 817 | loss: 0.0311471 | val_loss: 0.0311598 | Time: 2575.24 ms [2020-12-18 01:31:13 main:574] : INFO : Epoch 818 | loss: 0.0311466 | val_loss: 0.0311584 | Time: 2406.99 ms [2020-12-18 01:31:15 main:574] : INFO : Epoch 819 | loss: 0.031148 | val_loss: 0.0311595 | Time: 2235.41 ms [2020-12-18 01:31:18 main:574] : INFO : Epoch 820 | loss: 0.0311465 | val_loss: 0.0311582 | Time: 2653.61 ms [2020-12-18 01:31:20 main:574] : INFO : Epoch 821 | loss: 0.0311464 | val_loss: 0.031158 | Time: 2414.46 ms [2020-12-18 01:31:23 main:574] : INFO : Epoch 822 | loss: 0.0311464 | val_loss: 0.0311586 | Time: 2665.37 ms [2020-12-18 01:31:25 main:574] : INFO : Epoch 823 | loss: 0.031149 | val_loss: 0.0311608 | Time: 2565.87 ms [2020-12-18 01:31:28 main:574] : INFO : Epoch 824 | loss: 0.0311498 | val_loss: 0.0311655 | Time: 2688.49 ms [2020-12-18 01:31:31 main:574] : INFO : Epoch 825 | loss: 0.0311486 | val_loss: 0.031157 | Time: 2697.3 ms [2020-12-18 01:31:33 main:574] : INFO : Epoch 826 | loss: 0.0311475 | val_loss: 0.0311595 | Time: 2358.55 ms [2020-12-18 01:31:36 main:574] : INFO : Epoch 827 | loss: 0.0311475 | val_loss: 0.0311591 | Time: 2647.95 ms [2020-12-18 01:31:38 main:574] : INFO : Epoch 828 | loss: 0.0311479 | val_loss: 0.0311588 | Time: 2528.87 ms [2020-12-18 01:31:41 main:574] : INFO : Epoch 829 | loss: 0.0311476 | val_loss: 0.0311601 | Time: 2687.38 ms [2020-12-18 01:31:44 main:574] : INFO : Epoch 830 | loss: 0.0311477 | val_loss: 0.0311613 | Time: 2685.07 ms [2020-12-18 01:31:46 main:574] : INFO : Epoch 831 | loss: 0.0311473 | val_loss: 0.0311576 | Time: 2466.53 ms [2020-12-18 01:31:49 main:574] : INFO : Epoch 832 | loss: 0.0311457 | val_loss: 0.0311585 | Time: 2749.66 ms [2020-12-18 01:31:52 main:574] : INFO : Epoch 833 | loss: 0.0311463 | val_loss: 0.031158 | Time: 2350.05 ms [2020-12-18 01:31:54 main:574] : INFO : Epoch 834 | loss: 0.0311457 | val_loss: 0.031156 | Time: 2504.2 ms [2020-12-18 01:31:56 main:574] : INFO : Epoch 835 | loss: 0.0311472 | val_loss: 0.0311575 | Time: 2353.96 ms [2020-12-18 01:31:59 main:574] : INFO : Epoch 836 | loss: 0.0311451 | val_loss: 0.0311567 | Time: 2462.9 ms [2020-12-18 01:32:01 main:574] : INFO : Epoch 837 | loss: 0.0311455 | val_loss: 0.0311601 | Time: 2508.37 ms [2020-12-18 01:32:04 main:574] : INFO : Epoch 838 | loss: 0.0311455 | val_loss: 0.0311566 | Time: 2495.53 ms [2020-12-18 01:32:06 main:574] : INFO : Epoch 839 | loss: 0.031145 | val_loss: 0.0311577 | Time: 2457.7 ms [2020-12-18 01:32:09 main:574] : INFO : Epoch 840 | loss: 0.0311452 | val_loss: 0.0311545 | Time: 2332.75 ms [2020-12-18 01:32:11 main:574] : INFO : Epoch 841 | loss: 0.0311459 | val_loss: 0.031154 | Time: 2324.03 ms [2020-12-18 01:32:14 main:574] : INFO : Epoch 842 | loss: 0.0311448 | val_loss: 0.0311573 | Time: 2488.31 ms [2020-12-18 01:32:16 main:574] : INFO : Epoch 843 | loss: 0.0311446 | val_loss: 0.031157 | Time: 2334.74 ms [2020-12-18 01:32:18 main:574] : INFO : Epoch 844 | loss: 0.0311452 | val_loss: 0.0311571 | Time: 2415.91 ms [2020-12-18 01:32:21 main:574] : INFO : Epoch 845 | loss: 0.0311475 | val_loss: 0.0311589 | Time: 2518.15 ms [2020-12-18 01:32:23 main:574] : INFO : Epoch 846 | loss: 0.0311475 | val_loss: 0.031158 | Time: 2529.73 ms [2020-12-18 01:32:26 main:574] : INFO : Epoch 847 | loss: 0.0311448 | val_loss: 0.0311614 | Time: 2469.73 ms [2020-12-18 01:32:29 main:574] : INFO : Epoch 848 | loss: 0.0311468 | val_loss: 0.0311603 | Time: 2542.13 ms [2020-12-18 01:32:31 main:574] : INFO : Epoch 849 | loss: 0.0311448 | val_loss: 0.0311614 | Time: 2561.7 ms [2020-12-18 01:32:34 main:574] : INFO : Epoch 850 | loss: 0.0311452 | val_loss: 0.0311599 | Time: 2381.61 ms [2020-12-18 01:32:36 main:574] : INFO : Epoch 851 | loss: 0.0311451 | val_loss: 0.0311627 | Time: 2657.95 ms [2020-12-18 01:32:39 main:574] : INFO : Epoch 852 | loss: 0.0311446 | val_loss: 0.0311603 | Time: 2603.32 ms [2020-12-18 01:32:41 main:574] : INFO : Epoch 853 | loss: 0.031146 | val_loss: 0.0311606 | Time: 2451.86 ms [2020-12-18 01:32:44 main:574] : INFO : Epoch 854 | loss: 0.0311473 | val_loss: 0.0311587 | Time: 2698.98 ms [2020-12-18 01:32:47 main:574] : INFO : Epoch 855 | loss: 0.0311485 | val_loss: 0.0311649 | Time: 2904.44 ms [2020-12-18 01:32:50 main:574] : INFO : Epoch 856 | loss: 0.0311546 | val_loss: 0.0311568 | Time: 2516.88 ms [2020-12-18 01:32:52 main:574] : INFO : Epoch 857 | loss: 0.03115 | val_loss: 0.0311614 | Time: 2223.24 ms [2020-12-18 01:32:55 main:574] : INFO : Epoch 858 | loss: 0.0311476 | val_loss: 0.0311601 | Time: 2737.03 ms [2020-12-18 01:32:57 main:574] : INFO : Epoch 859 | loss: 0.03115 | val_loss: 0.0311591 | Time: 2689.52 ms [2020-12-18 01:33:00 main:574] : INFO : Epoch 860 | loss: 0.0311479 | val_loss: 0.0311552 | Time: 2293.27 ms [2020-12-18 01:33:02 main:574] : INFO : Epoch 861 | loss: 0.0311464 | val_loss: 0.0311534 | Time: 2295.76 ms [2020-12-18 01:33:04 main:574] : INFO : Epoch 862 | loss: 0.0311454 | val_loss: 0.0311559 | Time: 2586.79 ms [2020-12-18 01:33:07 main:574] : INFO : Epoch 863 | loss: 0.0311479 | val_loss: 0.0311567 | Time: 2339.35 ms [2020-12-18 01:33:10 main:574] : INFO : Epoch 864 | loss: 0.0311486 | val_loss: 0.0311583 | Time: 2656.39 ms [2020-12-18 01:33:12 main:574] : INFO : Epoch 865 | loss: 0.0311488 | val_loss: 0.031154 | Time: 2356.49 ms [2020-12-18 01:33:14 main:574] : INFO : Epoch 866 | loss: 0.0311486 | val_loss: 0.0311586 | Time: 2519.26 ms [2020-12-18 01:33:17 main:574] : INFO : Epoch 867 | loss: 0.0311477 | val_loss: 0.0311581 | Time: 2478.2 ms [2020-12-18 01:33:19 main:574] : INFO : Epoch 868 | loss: 0.0311505 | val_loss: 0.0311671 | Time: 2317.88 ms [2020-12-18 01:33:22 main:574] : INFO : Epoch 869 | loss: 0.0311543 | val_loss: 0.031162 | Time: 2378.24 ms [2020-12-18 01:33:24 main:574] : INFO : Epoch 870 | loss: 0.0311556 | val_loss: 0.0311611 | Time: 2542.06 ms [2020-12-18 01:33:27 main:574] : INFO : Epoch 871 | loss: 0.0311557 | val_loss: 0.0311611 | Time: 2783.39 ms [2020-12-18 01:33:30 main:574] : INFO : Epoch 872 | loss: 0.0311517 | val_loss: 0.0311593 | Time: 2645.71 ms [2020-12-18 01:33:32 main:574] : INFO : Epoch 873 | loss: 0.0311505 | val_loss: 0.0311599 | Time: 2291.65 ms [2020-12-18 01:33:34 main:574] : INFO : Epoch 874 | loss: 0.0311513 | val_loss: 0.0311656 | Time: 2409.3 ms [2020-12-18 01:33:37 main:574] : INFO : Epoch 875 | loss: 0.0311529 | val_loss: 0.0311585 | Time: 2513.62 ms [2020-12-18 01:33:39 main:574] : INFO : Epoch 876 | loss: 0.0311522 | val_loss: 0.0311588 | Time: 2453.9 ms [2020-12-18 01:33:42 main:574] : INFO : Epoch 877 | loss: 0.0311524 | val_loss: 0.0311604 | Time: 2402.2 ms [2020-12-18 01:33:44 main:574] : INFO : Epoch 878 | loss: 0.0311531 | val_loss: 0.0311582 | Time: 2396.26 ms [2020-12-18 01:33:47 main:574] : INFO : Epoch 879 | loss: 0.031152 | val_loss: 0.0311583 | Time: 2682.83 ms [2020-12-18 01:33:49 main:574] : INFO : Epoch 880 | loss: 0.031153 | val_loss: 0.0311574 | Time: 2354.59 ms [2020-12-18 01:33:52 main:574] : INFO : Epoch 881 | loss: 0.031152 | val_loss: 0.0311576 | Time: 2833.76 ms [2020-12-18 01:33:55 main:574] : INFO : Epoch 882 | loss: 0.0311536 | val_loss: 0.0311578 | Time: 2350.35 ms [2020-12-18 01:33:57 main:574] : INFO : Epoch 883 | loss: 0.0311521 | val_loss: 0.031158 | Time: 2598.55 ms [2020-12-18 01:34:00 main:574] : INFO : Epoch 884 | loss: 0.0311505 | val_loss: 0.0311576 | Time: 2364.36 ms [2020-12-18 01:34:02 main:574] : INFO : Epoch 885 | loss: 0.0311504 | val_loss: 0.0311573 | Time: 2498.43 ms [2020-12-18 01:34:05 main:574] : INFO : Epoch 886 | loss: 0.0311509 | val_loss: 0.0311574 | Time: 2402.57 ms [2020-12-18 01:34:07 main:574] : INFO : Epoch 887 | loss: 0.0311505 | val_loss: 0.0311635 | Time: 2289.32 ms [2020-12-18 01:34:09 main:574] : INFO : Epoch 888 | loss: 0.0311512 | val_loss: 0.0311574 | Time: 2330.05 ms [2020-12-18 01:34:12 main:574] : INFO : Epoch 889 | loss: 0.0311503 | val_loss: 0.0311569 | Time: 2303.61 ms [2020-12-18 01:34:14 main:574] : INFO : Epoch 890 | loss: 0.0311493 | val_loss: 0.0311575 | Time: 2383.55 ms [2020-12-18 01:34:16 main:574] : INFO : Epoch 891 | loss: 0.031149 | val_loss: 0.0311596 | Time: 2402.36 ms [2020-12-18 01:34:19 main:574] : INFO : Epoch 892 | loss: 0.0311479 | val_loss: 0.0311554 | Time: 2300.28 ms [2020-12-18 01:34:21 main:574] : INFO : Epoch 893 | loss: 0.0311474 | val_loss: 0.0311566 | Time: 2340.49 ms [2020-12-18 01:34:24 main:574] : INFO : Epoch 894 | loss: 0.0311464 | val_loss: 0.031156 | Time: 2588.54 ms [2020-12-18 01:34:26 main:574] : INFO : Epoch 895 | loss: 0.0311472 | val_loss: 0.0311574 | Time: 2407.32 ms [2020-12-18 01:34:29 main:574] : INFO : Epoch 896 | loss: 0.0311462 | val_loss: 0.0311575 | Time: 2614.89 ms [2020-12-18 01:34:31 main:574] : INFO : Epoch 897 | loss: 0.0311462 | val_loss: 0.031156 | Time: 2340.7 ms [2020-12-18 01:34:34 main:574] : INFO : Epoch 898 | loss: 0.0311471 | val_loss: 0.0311576 | Time: 2739.57 ms [2020-12-18 01:34:37 main:574] : INFO : Epoch 899 | loss: 0.031147 | val_loss: 0.0311562 | Time: 2682.24 ms [2020-12-18 01:34:39 main:574] : INFO : Epoch 900 | loss: 0.0311479 | val_loss: 0.0311567 | Time: 2732.63 ms [2020-12-18 01:34:42 main:574] : INFO : Epoch 901 | loss: 0.031147 | val_loss: 0.0311587 | Time: 2853.69 ms [2020-12-18 01:34:45 main:574] : INFO : Epoch 902 | loss: 0.0311451 | val_loss: 0.0311565 | Time: 2520.75 ms [2020-12-18 01:34:47 main:574] : INFO : Epoch 903 | loss: 0.0311468 | val_loss: 0.031157 | Time: 2402.97 ms [2020-12-18 01:34:50 main:574] : INFO : Epoch 904 | loss: 0.0311472 | val_loss: 0.0311575 | Time: 2753.36 ms [2020-12-18 01:34:53 main:574] : INFO : Epoch 905 | loss: 0.0311453 | val_loss: 0.0311576 | Time: 2517.6 ms [2020-12-18 01:34:55 main:574] : INFO : Epoch 906 | loss: 0.0311458 | val_loss: 0.0311576 | Time: 2533.07 ms [2020-12-18 01:34:57 main:574] : INFO : Epoch 907 | loss: 0.0311458 | val_loss: 0.0311588 | Time: 2280.05 ms [2020-12-18 01:35:00 main:574] : INFO : Epoch 908 | loss: 0.0311486 | val_loss: 0.031158 | Time: 2380.16 ms [2020-12-18 01:35:02 main:574] : INFO : Epoch 909 | loss: 0.0311477 | val_loss: 0.0311559 | Time: 2343.32 ms [2020-12-18 01:35:05 main:574] : INFO : Epoch 910 | loss: 0.0311482 | val_loss: 0.0311626 | Time: 2264.61 ms [2020-12-18 01:35:07 main:574] : INFO : Epoch 911 | loss: 0.0311517 | val_loss: 0.0311586 | Time: 2213.01 ms [2020-12-18 01:35:09 main:574] : INFO : Epoch 912 | loss: 0.031149 | val_loss: 0.0311555 | Time: 2150.14 ms [2020-12-18 01:35:11 main:574] : INFO : Epoch 913 | loss: 0.0311502 | val_loss: 0.0311592 | Time: 2439.29 ms [2020-12-18 01:35:14 main:574] : INFO : Epoch 914 | loss: 0.0311505 | val_loss: 0.0311569 | Time: 2166.63 ms [2020-12-18 01:35:16 main:574] : INFO : Epoch 915 | loss: 0.0311484 | val_loss: 0.0311569 | Time: 2149.43 ms [2020-12-18 01:35:18 main:574] : INFO : Epoch 916 | loss: 0.031148 | val_loss: 0.0311564 | Time: 2283.58 ms [2020-12-18 01:35:21 main:574] : INFO : Epoch 917 | loss: 0.0311475 | val_loss: 0.0311585 | Time: 2597.37 ms [2020-12-18 01:35:23 main:574] : INFO : Epoch 918 | loss: 0.0311482 | val_loss: 0.0311606 | Time: 2488.95 ms [2020-12-18 01:35:26 main:574] : INFO : Epoch 919 | loss: 0.0311494 | val_loss: 0.0311577 | Time: 2596.47 ms [2020-12-18 01:35:29 main:574] : INFO : Epoch 920 | loss: 0.0311479 | val_loss: 0.0311575 | Time: 3033.42 ms [2020-12-18 01:35:31 main:574] : INFO : Epoch 921 | loss: 0.0311456 | val_loss: 0.03116 | Time: 2407.48 ms [2020-12-18 01:35:34 main:574] : INFO : Epoch 922 | loss: 0.0311465 | val_loss: 0.0311579 | Time: 2516.42 ms [2020-12-18 01:35:36 main:574] : INFO : Epoch 923 | loss: 0.0311455 | val_loss: 0.0311643 | Time: 2316.65 ms [2020-12-18 01:35:39 main:574] : INFO : Epoch 924 | loss: 0.0311468 | val_loss: 0.0311605 | Time: 2492.59 ms [2020-12-18 01:35:41 main:574] : INFO : Epoch 925 | loss: 0.0311449 | val_loss: 0.0311627 | Time: 2449.47 ms [2020-12-18 01:35:44 main:574] : INFO : Epoch 926 | loss: 0.0311461 | val_loss: 0.0311598 | Time: 2696 ms [2020-12-18 01:35:46 main:574] : INFO : Epoch 927 | loss: 0.0311445 | val_loss: 0.0311588 | Time: 2455.44 ms [2020-12-18 01:35:49 main:574] : INFO : Epoch 928 | loss: 0.0311448 | val_loss: 0.0311571 | Time: 2526.4 ms [2020-12-18 01:35:52 main:574] : INFO : Epoch 929 | loss: 0.0311471 | val_loss: 0.0311651 | Time: 2505.42 ms [2020-12-18 01:35:54 main:574] : INFO : Epoch 930 | loss: 0.0311471 | val_loss: 0.0311576 | Time: 2633.51 ms [2020-12-18 01:35:56 main:574] : INFO : Epoch 931 | loss: 0.0311454 | val_loss: 0.0311576 | Time: 2266.41 ms [2020-12-18 01:35:59 main:574] : INFO : Epoch 932 | loss: 0.0311462 | val_loss: 0.0311587 | Time: 2510.57 ms [2020-12-18 01:36:02 main:574] : INFO : Epoch 933 | loss: 0.0311459 | val_loss: 0.0311577 | Time: 2503.59 ms [2020-12-18 01:36:04 main:574] : INFO : Epoch 934 | loss: 0.0311475 | val_loss: 0.0311591 | Time: 2601.41 ms [2020-12-18 01:36:07 main:574] : INFO : Epoch 935 | loss: 0.0311473 | val_loss: 0.0311578 | Time: 2411.15 ms [2020-12-18 01:36:09 main:574] : INFO : Epoch 936 | loss: 0.031148 | val_loss: 0.0311616 | Time: 2338.38 ms [2020-12-18 01:36:12 main:574] : INFO : Epoch 937 | loss: 0.0311512 | val_loss: 0.0311633 | Time: 2582.16 ms [2020-12-18 01:36:14 main:574] : INFO : Epoch 938 | loss: 0.0311515 | val_loss: 0.0311595 | Time: 2385.79 ms [2020-12-18 01:36:17 main:574] : INFO : Epoch 939 | loss: 0.0311508 | val_loss: 0.0311587 | Time: 2556.72 ms [2020-12-18 01:36:19 main:574] : INFO : Epoch 940 | loss: 0.0311497 | val_loss: 0.0311597 | Time: 2555 ms [2020-12-18 01:36:22 main:574] : INFO : Epoch 941 | loss: 0.0311495 | val_loss: 0.0311609 | Time: 2457.93 ms [2020-12-18 01:36:24 main:574] : INFO : Epoch 942 | loss: 0.0311521 | val_loss: 0.0311647 | Time: 2578.09 ms [2020-12-18 01:36:27 main:574] : INFO : Epoch 943 | loss: 0.0311539 | val_loss: 0.0311648 | Time: 2422.83 ms [2020-12-18 01:36:29 main:574] : INFO : Epoch 944 | loss: 0.0311518 | val_loss: 0.0311646 | Time: 2494.07 ms [2020-12-18 01:36:32 main:574] : INFO : Epoch 945 | loss: 0.0311526 | val_loss: 0.0311664 | Time: 2557.25 ms [2020-12-18 01:36:34 main:574] : INFO : Epoch 946 | loss: 0.0311528 | val_loss: 0.0311617 | Time: 2529.75 ms [2020-12-18 01:36:37 main:574] : INFO : Epoch 947 | loss: 0.0311551 | val_loss: 0.0311676 | Time: 2568.78 ms [2020-12-18 01:36:39 main:574] : INFO : Epoch 948 | loss: 0.0311565 | val_loss: 0.0312692 | Time: 2229.89 ms [2020-12-18 01:36:42 main:574] : INFO : Epoch 949 | loss: 0.0346644 | val_loss: 0.031991 | Time: 2607.96 ms [2020-12-18 01:36:45 main:574] : INFO : Epoch 950 | loss: 0.033337 | val_loss: 0.0321545 | Time: 2829.65 ms [2020-12-18 01:36:48 main:574] : INFO : Epoch 951 | loss: 0.0315765 | val_loss: 0.031262 | Time: 2872.01 ms [2020-12-18 01:36:51 main:574] : INFO : Epoch 952 | loss: 0.031258 | val_loss: 0.0312219 | Time: 3412.03 ms [2020-12-18 01:36:54 main:574] : INFO : Epoch 953 | loss: 0.0312086 | val_loss: 0.0311957 | Time: 2706.22 ms [2020-12-18 01:36:57 main:574] : INFO : Epoch 954 | loss: 0.031194 | val_loss: 0.0311847 | Time: 2629.91 ms [2020-12-18 01:36:59 main:574] : INFO : Epoch 955 | loss: 0.0311869 | val_loss: 0.0311793 | Time: 2459.67 ms [2020-12-18 01:37:02 main:574] : INFO : Epoch 956 | loss: 0.0311818 | val_loss: 0.0311759 | Time: 2694.45 ms [2020-12-18 01:37:05 main:574] : INFO : Epoch 957 | loss: 0.0311786 | val_loss: 0.0311748 | Time: 2626.21 ms [2020-12-18 01:37:07 main:574] : INFO : Epoch 958 | loss: 0.0311769 | val_loss: 0.0311741 | Time: 2584.18 ms [2020-12-18 01:37:10 main:574] : INFO : Epoch 959 | loss: 0.0311754 | val_loss: 0.0311739 | Time: 2622.09 ms [2020-12-18 01:37:13 main:574] : INFO : Epoch 960 | loss: 0.0311746 | val_loss: 0.0311728 | Time: 2573.01 ms [2020-12-18 01:37:15 main:574] : INFO : Epoch 961 | loss: 0.0311738 | val_loss: 0.0311727 | Time: 2463.46 ms [2020-12-18 01:37:18 main:574] : INFO : Epoch 962 | loss: 0.0311744 | val_loss: 0.0311731 | Time: 2401.36 ms [2020-12-18 01:37:20 main:574] : INFO : Epoch 963 | loss: 0.0311733 | val_loss: 0.0311723 | Time: 2260.18 ms [2020-12-18 01:37:22 main:574] : INFO : Epoch 964 | loss: 0.0311728 | val_loss: 0.0311726 | Time: 2399.84 ms [2020-12-18 01:37:25 main:574] : INFO : Epoch 965 | loss: 0.0311727 | val_loss: 0.0311723 | Time: 2424.22 ms [2020-12-18 01:37:27 main:574] : INFO : Epoch 966 | loss: 0.0311722 | val_loss: 0.0311725 | Time: 2553.63 ms [2020-12-18 01:37:30 main:574] : INFO : Epoch 967 | loss: 0.0311727 | val_loss: 0.0311723 | Time: 2463.08 ms [2020-12-18 01:37:32 main:574] : INFO : Epoch 968 | loss: 0.0311724 | val_loss: 0.0311726 | Time: 2549.33 ms [2020-12-18 01:37:35 main:574] : INFO : Epoch 969 | loss: 0.0311729 | val_loss: 0.0311756 | Time: 2482.83 ms [2020-12-18 01:37:37 main:574] : INFO : Epoch 970 | loss: 0.0311735 | val_loss: 0.0311723 | Time: 2412.41 ms [2020-12-18 01:37:40 main:574] : INFO : Epoch 971 | loss: 0.0311724 | val_loss: 0.0311729 | Time: 2354.9 ms [2020-12-18 01:37:42 main:574] : INFO : Epoch 972 | loss: 0.031172 | val_loss: 0.0311722 | Time: 2408.49 ms [2020-12-18 01:37:45 main:574] : INFO : Epoch 973 | loss: 0.0311725 | val_loss: 0.0311725 | Time: 2545.06 ms [2020-12-18 01:37:47 main:574] : INFO : Epoch 974 | loss: 0.031175 | val_loss: 0.031172 | Time: 2336.65 ms [2020-12-18 01:37:50 main:574] : INFO : Epoch 975 | loss: 0.0311717 | val_loss: 0.0311715 | Time: 2419 ms [2020-12-18 01:37:52 main:574] : INFO : Epoch 976 | loss: 0.031171 | val_loss: 0.0311715 | Time: 2469.66 ms [2020-12-18 01:37:55 main:574] : INFO : Epoch 977 | loss: 0.031171 | val_loss: 0.031171 | Time: 2654.27 ms [2020-12-18 01:37:57 main:574] : INFO : Epoch 978 | loss: 0.0311701 | val_loss: 0.0311709 | Time: 2383.47 ms [2020-12-18 01:38:00 main:574] : INFO : Epoch 979 | loss: 0.03117 | val_loss: 0.031172 | Time: 2705.36 ms [2020-12-18 01:38:02 main:574] : INFO : Epoch 980 | loss: 0.0311685 | val_loss: 0.0311698 | Time: 2304.24 ms [2020-12-18 01:38:05 main:574] : INFO : Epoch 981 | loss: 0.0311663 | val_loss: 0.031172 | Time: 2771.68 ms [2020-12-18 01:38:08 main:574] : INFO : Epoch 982 | loss: 0.0311653 | val_loss: 0.0311696 | Time: 2629.53 ms [2020-12-18 01:38:11 main:574] : INFO : Epoch 983 | loss: 0.0311634 | val_loss: 0.0311687 | Time: 2590.27 ms [2020-12-18 01:38:13 main:574] : INFO : Epoch 984 | loss: 0.0311619 | val_loss: 0.0311683 | Time: 2363.63 ms [2020-12-18 01:38:16 main:574] : INFO : Epoch 985 | loss: 0.0311611 | val_loss: 0.0311676 | Time: 2561.53 ms [2020-12-18 01:38:18 main:574] : INFO : Epoch 986 | loss: 0.031161 | val_loss: 0.0311665 | Time: 2422.53 ms [2020-12-18 01:38:20 main:574] : INFO : Epoch 987 | loss: 0.0311628 | val_loss: 0.0311659 | Time: 2415.42 ms [2020-12-18 01:38:23 main:574] : INFO : Epoch 988 | loss: 0.0311612 | val_loss: 0.0311633 | Time: 2471.09 ms [2020-12-18 01:38:25 main:574] : INFO : Epoch 989 | loss: 0.0311604 | val_loss: 0.0311654 | Time: 2353.4 ms [2020-12-18 01:38:28 main:574] : INFO : Epoch 990 | loss: 0.0311595 | val_loss: 0.0311622 | Time: 2385.27 ms [2020-12-18 01:38:30 main:574] : INFO : Epoch 991 | loss: 0.0311582 | val_loss: 0.0311633 | Time: 2253.91 ms [2020-12-18 01:38:32 main:574] : INFO : Epoch 992 | loss: 0.0311596 | val_loss: 0.0311629 | Time: 2507.08 ms [2020-12-18 01:38:35 main:574] : INFO : Epoch 993 | loss: 0.0311569 | val_loss: 0.0311635 | Time: 2454.26 ms [2020-12-18 01:38:37 main:574] : INFO : Epoch 994 | loss: 0.0311573 | val_loss: 0.0311658 | Time: 2357.2 ms [2020-12-18 01:38:40 main:574] : INFO : Epoch 995 | loss: 0.0311589 | val_loss: 0.0311651 | Time: 2527.22 ms [2020-12-18 01:38:42 main:574] : INFO : Epoch 996 | loss: 0.0311592 | val_loss: 0.0311667 | Time: 2553.67 ms [2020-12-18 01:38:45 main:574] : INFO : Epoch 997 | loss: 0.0311582 | val_loss: 0.0311628 | Time: 2339.11 ms [2020-12-18 01:38:47 main:574] : INFO : Epoch 998 | loss: 0.0311574 | val_loss: 0.0311631 | Time: 2409.33 ms [2020-12-18 01:38:50 main:574] : INFO : Epoch 999 | loss: 0.0311564 | val_loss: 0.0311646 | Time: 2668.28 ms [2020-12-18 01:38:52 main:574] : INFO : Epoch 1000 | loss: 0.0311558 | val_loss: 0.0311626 | Time: 2331.99 ms [2020-12-18 01:38:55 main:574] : INFO : Epoch 1001 | loss: 0.0311549 | val_loss: 0.0311628 | Time: 2442.67 ms [2020-12-18 01:38:57 main:574] : INFO : Epoch 1002 | loss: 0.0311556 | val_loss: 0.0311641 | Time: 2420.96 ms [2020-12-18 01:39:00 main:574] : INFO : Epoch 1003 | loss: 0.0311549 | val_loss: 0.0311644 | Time: 2812.61 ms [2020-12-18 01:39:02 main:574] : INFO : Epoch 1004 | loss: 0.0311572 | val_loss: 0.0311612 | Time: 2353.71 ms [2020-12-18 01:39:05 main:574] : INFO : Epoch 1005 | loss: 0.0311551 | val_loss: 0.0311645 | Time: 2459.04 ms [2020-12-18 01:39:07 main:574] : INFO : Epoch 1006 | loss: 0.0311547 | val_loss: 0.031163 | Time: 2296.37 ms [2020-12-18 01:39:10 main:574] : INFO : Epoch 1007 | loss: 0.0311553 | val_loss: 0.0311633 | Time: 2323.78 ms [2020-12-18 01:39:12 main:574] : INFO : Epoch 1008 | loss: 0.0311566 | val_loss: 0.0311636 | Time: 2385.85 ms [2020-12-18 01:39:14 main:574] : INFO : Epoch 1009 | loss: 0.0311563 | val_loss: 0.0311667 | Time: 2449.2 ms [2020-12-18 01:39:17 main:574] : INFO : Epoch 1010 | loss: 0.0311558 | val_loss: 0.0311627 | Time: 2300.91 ms [2020-12-18 01:39:19 main:574] : INFO : Epoch 1011 | loss: 0.0311568 | val_loss: 0.0311622 | Time: 2696.62 ms [2020-12-18 01:39:22 main:574] : INFO : Epoch 1012 | loss: 0.0311574 | val_loss: 0.031165 | Time: 2396.11 ms [2020-12-18 01:39:24 main:574] : INFO : Epoch 1013 | loss: 0.0311591 | val_loss: 0.031168 | Time: 2569.69 ms [2020-12-18 01:39:27 main:574] : INFO : Epoch 1014 | loss: 0.0311571 | val_loss: 0.0311645 | Time: 2447.84 ms [2020-12-18 01:39:30 main:574] : INFO : Epoch 1015 | loss: 0.0311561 | val_loss: 0.0311625 | Time: 2749.89 ms [2020-12-18 01:39:32 main:574] : INFO : Epoch 1016 | loss: 0.0311555 | val_loss: 0.0311669 | Time: 2354.15 ms [2020-12-18 01:39:34 main:574] : INFO : Epoch 1017 | loss: 0.0311603 | val_loss: 0.0311659 | Time: 2361.49 ms [2020-12-18 01:39:37 main:574] : INFO : Epoch 1018 | loss: 0.031158 | val_loss: 0.0311596 | Time: 2466.38 ms [2020-12-18 01:39:40 main:574] : INFO : Epoch 1019 | loss: 0.0311575 | val_loss: 0.0311611 | Time: 2874.53 ms [2020-12-18 01:39:43 main:574] : INFO : Epoch 1020 | loss: 0.0311562 | val_loss: 0.0311656 | Time: 2991.19 ms [2020-12-18 01:39:46 main:574] : INFO : Epoch 1021 | loss: 0.0311585 | val_loss: 0.031161 | Time: 2884.4 ms [2020-12-18 01:39:48 main:574] : INFO : Epoch 1022 | loss: 0.031156 | val_loss: 0.0311614 | Time: 2413.34 ms [2020-12-18 01:39:51 main:574] : INFO : Epoch 1023 | loss: 0.0311542 | val_loss: 0.0311609 | Time: 2735.6 ms [2020-12-18 01:39:54 main:574] : INFO : Epoch 1024 | loss: 0.0311532 | val_loss: 0.0311615 | Time: 2686.66 ms [2020-12-18 01:39:54 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311615 [2020-12-18 01:39:54 main:603] : INFO : Saving end state to config to file [2020-12-18 01:39:54 main:608] : INFO : Success, exiting.. 01:39:54 (21804): 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)