Task 3201440
| Name | ParityMachine-1606531517-30519-4_0 |
| Workunit | 1489655 |
| Created | 8 Dec 2020, 11:10:15 UTC |
| Sent | 10 Dec 2020, 10:40:25 UTC |
| Report deadline | 17 Dec 2020, 10:40:25 UTC |
| Received | 10 Dec 2020, 16:49:41 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 574 |
| Run time | 43 min 19 sec |
| CPU time | 41 min 54 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,475.31 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.45 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 0.0312479 | val_loss: 0.0312462 | Time: 2486.58 ms [2020-12-10 17:28:09 main:574] : INFO : Epoch 515 | loss: 0.0312472 | val_loss: 0.0312458 | Time: 2449.52 ms [2020-12-10 17:28:11 main:574] : INFO : Epoch 516 | loss: 0.031247 | val_loss: 0.0312456 | Time: 2497.97 ms [2020-12-10 17:28:14 main:574] : INFO : Epoch 517 | loss: 0.0312468 | val_loss: 0.0312476 | Time: 2488.26 ms [2020-12-10 17:28:17 main:574] : INFO : Epoch 518 | loss: 0.0312474 | val_loss: 0.0312464 | Time: 2496.89 ms [2020-12-10 17:28:19 main:574] : INFO : Epoch 519 | loss: 0.0312474 | val_loss: 0.0312472 | Time: 2498.53 ms [2020-12-10 17:28:22 main:574] : INFO : Epoch 520 | loss: 0.0312476 | val_loss: 0.0312453 | Time: 2487.5 ms [2020-12-10 17:28:24 main:574] : INFO : Epoch 521 | loss: 0.0312468 | val_loss: 0.0312457 | Time: 2521.58 ms [2020-12-10 17:28:27 main:574] : INFO : Epoch 522 | loss: 0.0312469 | val_loss: 0.0312466 | Time: 2497.11 ms [2020-12-10 17:28:29 main:574] : INFO : Epoch 523 | loss: 0.0312473 | val_loss: 0.0312463 | Time: 2487.63 ms [2020-12-10 17:28:32 main:574] : INFO : Epoch 524 | loss: 0.0312468 | val_loss: 0.0312478 | Time: 2455.95 ms [2020-12-10 17:28:34 main:574] : INFO : Epoch 525 | loss: 0.0312479 | val_loss: 0.0312477 | Time: 2438.42 ms [2020-12-10 17:28:37 main:574] : INFO : Epoch 526 | loss: 0.0312476 | val_loss: 0.0312458 | Time: 2498.51 ms [2020-12-10 17:28:39 main:574] : INFO : Epoch 527 | loss: 0.0312471 | val_loss: 0.0312477 | Time: 2477.4 ms [2020-12-10 17:28:42 main:574] : INFO : Epoch 528 | loss: 0.0312477 | val_loss: 0.0312462 | Time: 2554.42 ms [2020-12-10 17:28:44 main:574] : INFO : Epoch 529 | loss: 0.0312468 | val_loss: 0.0312465 | Time: 2477.87 ms [2020-12-10 17:28:47 main:574] : INFO : Epoch 530 | loss: 0.0312468 | val_loss: 0.0312461 | Time: 2481.48 ms [2020-12-10 17:28:49 main:574] : INFO : Epoch 531 | loss: 0.031247 | val_loss: 0.0312469 | Time: 2505.25 ms [2020-12-10 17:28:52 main:574] : INFO : Epoch 532 | loss: 0.031248 | val_loss: 0.0312521 | Time: 2528.11 ms [2020-12-10 17:28:54 main:574] : INFO : Epoch 533 | loss: 0.0312484 | val_loss: 0.0312503 | Time: 2478.01 ms [2020-12-10 17:28:57 main:574] : INFO : Epoch 534 | loss: 0.0312478 | val_loss: 0.0312458 | Time: 2480.35 ms [2020-12-10 17:29:00 main:574] : INFO : Epoch 535 | loss: 0.0312467 | val_loss: 0.0312456 | Time: 2472.77 ms [2020-12-10 17:29:02 main:574] : INFO : Epoch 536 | loss: 0.0312468 | val_loss: 0.0312459 | Time: 2427.87 ms [2020-12-10 17:29:04 main:574] : INFO : Epoch 537 | loss: 0.031247 | val_loss: 0.0312459 | Time: 2439.89 ms [2020-12-10 17:29:07 main:574] : INFO : Epoch 538 | loss: 0.031247 | val_loss: 0.0312477 | Time: 2505.14 ms [2020-12-10 17:29:09 main:574] : INFO : Epoch 539 | loss: 0.0312466 | val_loss: 0.0312459 | Time: 2475.28 ms [2020-12-10 17:29:12 main:574] : INFO : Epoch 540 | loss: 0.0312467 | val_loss: 0.0312458 | Time: 2509.6 ms [2020-12-10 17:29:15 main:574] : INFO : Epoch 541 | loss: 0.0312474 | val_loss: 0.0312454 | Time: 2495.97 ms [2020-12-10 17:29:17 main:574] : INFO : Epoch 542 | loss: 0.0312468 | val_loss: 0.0312457 | Time: 2481.44 ms [2020-12-10 17:29:20 main:574] : INFO : Epoch 543 | loss: 0.0312469 | val_loss: 0.031246 | Time: 2472.09 ms [2020-12-10 17:29:22 main:574] : INFO : Epoch 544 | loss: 0.0312466 | val_loss: 0.0312458 | Time: 2505.1 ms [2020-12-10 17:29:25 main:574] : INFO : Epoch 545 | loss: 0.0312468 | val_loss: 0.031246 | Time: 2473.03 ms [2020-12-10 17:29:27 main:574] : INFO : Epoch 546 | loss: 0.0312465 | val_loss: 0.0312459 | Time: 2499.3 ms [2020-12-10 17:29:30 main:574] : INFO : Epoch 547 | loss: 0.031247 | val_loss: 0.0312473 | Time: 2465.33 ms [2020-12-10 17:29:32 main:574] : INFO : Epoch 548 | loss: 0.0312477 | val_loss: 0.0312478 | Time: 2505.8 ms [2020-12-10 17:29:35 main:574] : INFO : Epoch 549 | loss: 0.0312475 | val_loss: 0.0312461 | Time: 2550.44 ms [2020-12-10 17:29:37 main:574] : INFO : Epoch 550 | loss: 0.0312466 | val_loss: 0.0312456 | Time: 2439.99 ms [2020-12-10 17:29:40 main:574] : INFO : Epoch 551 | loss: 0.0312469 | val_loss: 0.0312462 | Time: 2521 ms [2020-12-10 17:29:42 main:574] : INFO : Epoch 552 | loss: 0.031247 | val_loss: 0.031246 | Time: 2465.85 ms [2020-12-10 17:29:45 main:574] : INFO : Epoch 553 | loss: 0.0312472 | val_loss: 0.0312464 | Time: 2451.71 ms [2020-12-10 17:29:47 main:574] : INFO : Epoch 554 | loss: 0.0312476 | val_loss: 0.0312473 | Time: 2524.93 ms [2020-12-10 17:29:50 main:574] : INFO : Epoch 555 | loss: 0.0312477 | val_loss: 0.0312453 | Time: 2486.76 ms [2020-12-10 17:29:52 main:574] : INFO : Epoch 556 | loss: 0.0312471 | val_loss: 0.0312467 | Time: 2518.68 ms [2020-12-10 17:29:55 main:574] : INFO : Epoch 557 | loss: 0.031248 | val_loss: 0.0312481 | Time: 2453.53 ms [2020-12-10 17:29:57 main:574] : INFO : Epoch 558 | loss: 0.0312474 | val_loss: 0.0312475 | Time: 2430.33 ms [2020-12-10 17:30:00 main:574] : INFO : Epoch 559 | loss: 0.031247 | val_loss: 0.0312467 | Time: 2474.57 ms [2020-12-10 17:30:02 main:574] : INFO : Epoch 560 | loss: 0.0312484 | val_loss: 0.0312475 | Time: 2513.09 ms [2020-12-10 17:30:05 main:574] : INFO : Epoch 561 | loss: 0.0312495 | val_loss: 0.0312485 | Time: 2485.75 ms [2020-12-10 17:30:07 main:574] : INFO : Epoch 562 | loss: 0.0312494 | val_loss: 0.0312461 | Time: 2405.22 ms [2020-12-10 17:30:10 main:574] : INFO : Epoch 563 | loss: 0.0312472 | val_loss: 0.0312453 | Time: 2474.61 ms [2020-12-10 17:30:13 main:574] : INFO : Epoch 564 | loss: 0.0312464 | val_loss: 0.0312459 | Time: 2519.71 ms [2020-12-10 17:30:15 main:574] : INFO : Epoch 565 | loss: 0.031247 | val_loss: 0.0312458 | Time: 2483.79 ms [2020-12-10 17:30:18 main:574] : INFO : Epoch 566 | loss: 0.0312467 | val_loss: 0.0312462 | Time: 2483.36 ms [2020-12-10 17:30:20 main:574] : INFO : Epoch 567 | loss: 0.031248 | val_loss: 0.031246 | Time: 2473.96 ms [2020-12-10 17:30:23 main:574] : INFO : Epoch 568 | loss: 0.031248 | val_loss: 0.0312456 | Time: 2443.14 ms [2020-12-10 17:30:25 main:574] : INFO : Epoch 569 | loss: 0.031247 | val_loss: 0.0312455 | Time: 2460.78 ms [2020-12-10 17:30:28 main:574] : INFO : Epoch 570 | loss: 0.0312473 | val_loss: 0.0312461 | Time: 2471.54 ms [2020-12-10 17:30:30 main:574] : INFO : Epoch 571 | loss: 0.0312469 | val_loss: 0.0312461 | Time: 2454.67 ms [2020-12-10 17:30:33 main:574] : INFO : Epoch 572 | loss: 0.0312468 | val_loss: 0.0312464 | Time: 2446.55 ms [2020-12-10 17:30:35 main:574] : INFO : Epoch 573 | loss: 0.0312467 | val_loss: 0.0312457 | Time: 2472.38 ms [2020-12-10 17:30:38 main:574] : INFO : Epoch 574 | loss: 0.0312466 | val_loss: 0.0312476 | Time: 2465.34 ms [2020-12-10 17:30:40 main:574] : INFO : Epoch 575 | loss: 0.0312472 | val_loss: 0.0312464 | Time: 2460.95 ms [2020-12-10 17:30:43 main:574] : INFO : Epoch 576 | loss: 0.0312469 | val_loss: 0.0312471 | Time: 2488.56 ms [2020-12-10 17:30:45 main:574] : INFO : Epoch 577 | loss: 0.0312466 | val_loss: 0.0312454 | Time: 2448.81 ms [2020-12-10 17:30:48 main:574] : INFO : Epoch 578 | loss: 0.0312466 | val_loss: 0.0312457 | Time: 2525.33 ms [2020-12-10 17:30:50 main:574] : INFO : Epoch 579 | loss: 0.0312467 | val_loss: 0.0312464 | Time: 2454.56 ms [2020-12-10 17:30:53 main:574] : INFO : Epoch 580 | loss: 0.0312473 | val_loss: 0.0312471 | Time: 2454.72 ms [2020-12-10 17:30:55 main:574] : INFO : Epoch 581 | loss: 0.0312474 | val_loss: 0.0312473 | Time: 2447.61 ms [2020-12-10 17:30:58 main:574] : INFO : Epoch 582 | loss: 0.0312484 | val_loss: 0.0312503 | Time: 2454.97 ms [2020-12-10 17:31:00 main:574] : INFO : Epoch 583 | loss: 0.0312473 | val_loss: 0.0312453 | Time: 2472.25 ms [2020-12-10 17:31:03 main:574] : INFO : Epoch 584 | loss: 0.0312465 | val_loss: 0.0312455 | Time: 2520.08 ms [2020-12-10 17:31:05 main:574] : INFO : Epoch 585 | loss: 0.0312467 | val_loss: 0.0312458 | Time: 2439.21 ms [2020-12-10 17:31:08 main:574] : INFO : Epoch 586 | loss: 0.0312468 | val_loss: 0.0312471 | Time: 2481.96 ms [2020-12-10 17:31:10 main:574] : INFO : Epoch 587 | loss: 0.0312476 | val_loss: 0.0312489 | Time: 2488.93 ms [2020-12-10 17:31:13 main:574] : INFO : Epoch 588 | loss: 0.0312467 | val_loss: 0.0312453 | Time: 2489.58 ms [2020-12-10 17:31:15 main:574] : INFO : Epoch 589 | loss: 0.0312465 | val_loss: 0.0312464 | Time: 2453.21 ms [2020-12-10 17:31:18 main:574] : INFO : Epoch 590 | loss: 0.0312468 | val_loss: 0.0312458 | Time: 2513.67 ms [2020-12-10 17:31:20 main:574] : INFO : Epoch 591 | loss: 0.0312479 | val_loss: 0.0312464 | Time: 2437.15 ms [2020-12-10 17:31:23 main:574] : INFO : Epoch 592 | loss: 0.0312491 | val_loss: 0.0312482 | Time: 2463.66 ms [2020-12-10 17:31:25 main:574] : INFO : Epoch 593 | loss: 0.031247 | val_loss: 0.0312455 | Time: 2425.39 ms [2020-12-10 17:31:28 main:574] : INFO : Epoch 594 | loss: 0.0312465 | val_loss: 0.0312458 | Time: 2424.96 ms [2020-12-10 17:31:30 main:574] : INFO : Epoch 595 | loss: 0.0312469 | val_loss: 0.0312491 | Time: 2464.22 ms [2020-12-10 17:31:33 main:574] : INFO : Epoch 596 | loss: 0.031249 | val_loss: 0.0312458 | Time: 2550.12 ms [2020-12-10 17:31:35 main:574] : INFO : Epoch 597 | loss: 0.0312472 | val_loss: 0.0312458 | Time: 2456.94 ms [2020-12-10 17:31:38 main:574] : INFO : Epoch 598 | loss: 0.0312479 | val_loss: 0.0312487 | Time: 2461.65 ms [2020-12-10 17:31:40 main:574] : INFO : Epoch 599 | loss: 0.0312485 | val_loss: 0.0312484 | Time: 2481.56 ms [2020-12-10 17:31:43 main:574] : INFO : Epoch 600 | loss: 0.0312481 | val_loss: 0.0312471 | Time: 2519.86 ms [2020-12-10 17:31:45 main:574] : INFO : Epoch 601 | loss: 0.0312471 | val_loss: 0.0312471 | Time: 2484.91 ms [2020-12-10 17:31:48 main:574] : INFO : Epoch 602 | loss: 0.031247 | val_loss: 0.0312462 | Time: 2457.56 ms [2020-12-10 17:31:50 main:574] : INFO : Epoch 603 | loss: 0.0312464 | val_loss: 0.0312455 | Time: 2467.44 ms [2020-12-10 17:31:53 main:574] : INFO : Epoch 604 | loss: 0.0312463 | val_loss: 0.0312456 | Time: 2527.37 ms [2020-12-10 17:31:55 main:574] : INFO : Epoch 605 | loss: 0.0312469 | val_loss: 0.0312454 | Time: 2455.69 ms [2020-12-10 17:31:58 main:574] : INFO : Epoch 606 | loss: 0.031247 | val_loss: 0.0312462 | Time: 2450.65 ms [2020-12-10 17:32:00 main:574] : INFO : Epoch 607 | loss: 0.031247 | val_loss: 0.031247 | Time: 2493.12 ms [2020-12-10 17:32:03 main:574] : INFO : Epoch 608 | loss: 0.0312476 | val_loss: 0.0312469 | Time: 2444.71 ms [2020-12-10 17:32:05 main:574] : INFO : Epoch 609 | loss: 0.0312468 | val_loss: 0.0312457 | Time: 2464.2 ms [2020-12-10 17:32:08 main:574] : INFO : Epoch 610 | loss: 0.0312478 | val_loss: 0.0312473 | Time: 2457.72 ms [2020-12-10 17:32:10 main:574] : INFO : Epoch 611 | loss: 0.0312477 | val_loss: 0.0312454 | Time: 2460.14 ms [2020-12-10 17:32:13 main:574] : INFO : Epoch 612 | loss: 0.0312483 | val_loss: 0.0312459 | Time: 2476.83 ms [2020-12-10 17:32:15 main:574] : INFO : Epoch 613 | loss: 0.0312473 | val_loss: 0.0312467 | Time: 2532.03 ms [2020-12-10 17:32:18 main:574] : INFO : Epoch 614 | loss: 0.0312479 | val_loss: 0.0312471 | Time: 2495.34 ms [2020-12-10 17:32:20 main:574] : INFO : Epoch 615 | loss: 0.0312476 | val_loss: 0.031248 | Time: 2461.51 ms [2020-12-10 17:32:23 main:574] : INFO : Epoch 616 | loss: 0.0312467 | val_loss: 0.0312454 | Time: 2441.06 ms [2020-12-10 17:32:25 main:574] : INFO : Epoch 617 | loss: 0.0312463 | val_loss: 0.031247 | Time: 2496.41 ms [2020-12-10 17:32:28 main:574] : INFO : Epoch 618 | loss: 0.0312464 | val_loss: 0.0312459 | Time: 2447.71 ms [2020-12-10 17:32:30 main:574] : INFO : Epoch 619 | loss: 0.0312464 | val_loss: 0.0312456 | Time: 2487.69 ms [2020-12-10 17:32:33 main:574] : INFO : Epoch 620 | loss: 0.0312466 | val_loss: 0.0312463 | Time: 2486.9 ms [2020-12-10 17:32:35 main:574] : INFO : Epoch 621 | loss: 0.0312468 | val_loss: 0.0312454 | Time: 2483.06 ms [2020-12-10 17:32:38 main:574] : INFO : Epoch 622 | loss: 0.0312467 | val_loss: 0.0312456 | Time: 2487.83 ms [2020-12-10 17:32:41 main:574] : INFO : Epoch 623 | loss: 0.0312482 | val_loss: 0.0312464 | Time: 2483.03 ms [2020-12-10 17:32:43 main:574] : INFO : Epoch 624 | loss: 0.0312487 | val_loss: 0.0312483 | Time: 2430.73 ms [2020-12-10 17:32:46 main:574] : INFO : Epoch 625 | loss: 0.0312473 | val_loss: 0.0312453 | Time: 2493.94 ms [2020-12-10 17:32:48 main:574] : INFO : Epoch 626 | loss: 0.0312463 | val_loss: 0.0312458 | Time: 2502.93 ms [2020-12-10 17:32:51 main:574] : INFO : Epoch 627 | loss: 0.0312471 | val_loss: 0.0312479 | Time: 2507.74 ms [2020-12-10 17:32:53 main:574] : INFO : Epoch 628 | loss: 0.0312469 | val_loss: 0.0312461 | Time: 2439.43 ms [2020-12-10 17:32:56 main:574] : INFO : Epoch 629 | loss: 0.0312466 | val_loss: 0.0312454 | Time: 2424.67 ms [2020-12-10 17:32:58 main:574] : INFO : Epoch 630 | loss: 0.031247 | val_loss: 0.0312453 | Time: 2453.7 ms [2020-12-10 17:33:01 main:574] : INFO : Epoch 631 | loss: 0.0312469 | val_loss: 0.0312456 | Time: 2487.85 ms [2020-12-10 17:33:03 main:574] : INFO : Epoch 632 | loss: 0.0312465 | val_loss: 0.0312453 | Time: 2519.08 ms [2020-12-10 17:33:06 main:574] : INFO : Epoch 633 | loss: 0.0312461 | val_loss: 0.031248 | Time: 2531.48 ms [2020-12-10 17:33:08 main:574] : INFO : Epoch 634 | loss: 0.0312476 | val_loss: 0.0312457 | Time: 2479.04 ms [2020-12-10 17:33:11 main:574] : INFO : Epoch 635 | loss: 0.0312471 | val_loss: 0.031246 | Time: 2508.31 ms [2020-12-10 17:33:13 main:574] : INFO : Epoch 636 | loss: 0.0312475 | val_loss: 0.0312481 | Time: 2422.04 ms [2020-12-10 17:33:16 main:574] : INFO : Epoch 637 | loss: 0.031247 | val_loss: 0.0312457 | Time: 2502.83 ms [2020-12-10 17:33:18 main:574] : INFO : Epoch 638 | loss: 0.0312468 | val_loss: 0.031247 | Time: 2466.23 ms [2020-12-10 17:33:21 main:574] : INFO : Epoch 639 | loss: 0.031247 | val_loss: 0.0312458 | Time: 2494.33 ms [2020-12-10 17:33:23 main:574] : INFO : Epoch 640 | loss: 0.031247 | val_loss: 0.0312455 | Time: 2439.55 ms [2020-12-10 17:33:26 main:574] : INFO : Epoch 641 | loss: 0.0312464 | val_loss: 0.0312464 | Time: 2457.41 ms [2020-12-10 17:33:28 main:574] : INFO : Epoch 642 | loss: 0.0312482 | val_loss: 0.0312478 | Time: 2472.9 ms [2020-12-10 17:33:31 main:574] : INFO : Epoch 643 | loss: 0.0312477 | val_loss: 0.0312465 | Time: 2446.99 ms [2020-12-10 17:33:33 main:574] : INFO : Epoch 644 | loss: 0.0312483 | val_loss: 0.0312494 | Time: 2479.7 ms [2020-12-10 17:33:36 main:574] : INFO : Epoch 645 | loss: 0.0312473 | val_loss: 0.0312453 | Time: 2488.47 ms [2020-12-10 17:33:38 main:574] : INFO : Epoch 646 | loss: 0.0312468 | val_loss: 0.0312484 | Time: 2439.66 ms [2020-12-10 17:33:41 main:574] : INFO : Epoch 647 | loss: 0.031247 | val_loss: 0.0312453 | Time: 2414.42 ms [2020-12-10 17:33:43 main:574] : INFO : Epoch 648 | loss: 0.0312467 | val_loss: 0.0312466 | Time: 2420.71 ms [2020-12-10 17:33:46 main:574] : INFO : Epoch 649 | loss: 0.0312469 | val_loss: 0.0312453 | Time: 2457.54 ms [2020-12-10 17:33:48 main:574] : INFO : Epoch 650 | loss: 0.0312467 | val_loss: 0.031247 | Time: 2481.61 ms [2020-12-10 17:33:51 main:574] : INFO : Epoch 651 | loss: 0.0312468 | val_loss: 0.0312453 | Time: 2426.93 ms [2020-12-10 17:33:53 main:574] : INFO : Epoch 652 | loss: 0.0312465 | val_loss: 0.0312461 | Time: 2515.44 ms [2020-12-10 17:33:56 main:574] : INFO : Epoch 653 | loss: 0.0312464 | val_loss: 0.0312467 | Time: 2426.46 ms [2020-12-10 17:33:58 main:574] : INFO : Epoch 654 | loss: 0.0312468 | val_loss: 0.0312456 | Time: 2425.07 ms [2020-12-10 17:34:01 main:574] : INFO : Epoch 655 | loss: 0.0312473 | val_loss: 0.0312461 | Time: 2437.42 ms [2020-12-10 17:34:03 main:574] : INFO : Epoch 656 | loss: 0.031247 | val_loss: 0.0312453 | Time: 2472.04 ms [2020-12-10 17:34:06 main:574] : INFO : Epoch 657 | loss: 0.0312466 | val_loss: 0.0312458 | Time: 2476.7 ms [2020-12-10 17:34:08 main:574] : INFO : Epoch 658 | loss: 0.0312476 | val_loss: 0.0312457 | Time: 2457.72 ms [2020-12-10 17:34:11 main:574] : INFO : Epoch 659 | loss: 0.031248 | val_loss: 0.0312465 | Time: 2459.84 ms [2020-12-10 17:34:13 main:574] : INFO : Epoch 660 | loss: 0.031248 | val_loss: 0.0312458 | Time: 2465.72 ms [2020-12-10 17:34:16 main:574] : INFO : Epoch 661 | loss: 0.031248 | val_loss: 0.0312459 | Time: 2493.49 ms [2020-12-10 17:34:18 main:574] : INFO : Epoch 662 | loss: 0.0312471 | val_loss: 0.0312452 | Time: 2438.13 ms [2020-12-10 17:34:21 main:574] : INFO : Epoch 663 | loss: 0.0312469 | val_loss: 0.0312457 | Time: 2538.73 ms [2020-12-10 17:34:23 main:574] : INFO : Epoch 664 | loss: 0.0312465 | val_loss: 0.0312453 | Time: 2433.23 ms [2020-12-10 17:34:26 main:574] : INFO : Epoch 665 | loss: 0.0312463 | val_loss: 0.0312462 | Time: 2445.7 ms [2020-12-10 17:34:28 main:574] : INFO : Epoch 666 | loss: 0.0312464 | val_loss: 0.0312455 | Time: 2498.05 ms [2020-12-10 17:34:31 main:574] : INFO : Epoch 667 | loss: 0.0312468 | val_loss: 0.0312465 | Time: 2523.72 ms [2020-12-10 17:34:33 main:574] : INFO : Epoch 668 | loss: 0.0312482 | val_loss: 0.0312462 | Time: 2474.91 ms [2020-12-10 17:34:36 main:574] : INFO : Epoch 669 | loss: 0.0312467 | val_loss: 0.0312458 | Time: 2465.87 ms [2020-12-10 17:34:38 main:574] : INFO : Epoch 670 | loss: 0.0312474 | val_loss: 0.0312468 | Time: 2520.75 ms [2020-12-10 17:34:41 main:574] : INFO : Epoch 671 | loss: 0.0312468 | val_loss: 0.0312455 | Time: 2538.71 ms [2020-12-10 17:34:44 main:574] : INFO : Epoch 672 | loss: 0.0312479 | val_loss: 0.0312463 | Time: 2461.52 ms [2020-12-10 17:34:46 main:574] : INFO : Epoch 673 | loss: 0.0312468 | val_loss: 0.0312457 | Time: 2416.86 ms [2020-12-10 17:34:48 main:574] : INFO : Epoch 674 | loss: 0.0312471 | val_loss: 0.0312456 | Time: 2459.92 ms [2020-12-10 17:34:51 main:574] : INFO : Epoch 675 | loss: 0.0312465 | val_loss: 0.0312453 | Time: 2476.24 ms [2020-12-10 17:34:53 main:574] : INFO : Epoch 676 | loss: 0.031247 | val_loss: 0.0312455 | Time: 2443.81 ms [2020-12-10 17:34:56 main:574] : INFO : Epoch 677 | loss: 0.0312472 | val_loss: 0.0312457 | Time: 2470.68 ms [2020-12-10 17:34:58 main:574] : INFO : Epoch 678 | loss: 0.0312463 | val_loss: 0.0312464 | Time: 2446.55 ms [2020-12-10 17:35:01 main:574] : INFO : Epoch 679 | loss: 0.0312473 | val_loss: 0.0312458 | Time: 2433.02 ms [2020-12-10 17:35:04 main:574] : INFO : Epoch 680 | loss: 0.0312465 | val_loss: 0.0312464 | Time: 2515.1 ms [2020-12-10 17:35:06 main:574] : INFO : Epoch 681 | loss: 0.0312467 | val_loss: 0.0312478 | Time: 2448.96 ms [2020-12-10 17:35:08 main:574] : INFO : Epoch 682 | loss: 0.0312471 | val_loss: 0.031246 | Time: 2445.86 ms [2020-12-10 17:35:11 main:574] : INFO : Epoch 683 | loss: 0.0312469 | val_loss: 0.0312464 | Time: 2443.5 ms [2020-12-10 17:35:14 main:574] : INFO : Epoch 684 | loss: 0.0312465 | val_loss: 0.0312453 | Time: 2498.43 ms [2020-12-10 17:35:16 main:574] : INFO : Epoch 685 | loss: 0.0312463 | val_loss: 0.0312456 | Time: 2490.71 ms [2020-12-10 17:35:19 main:574] : INFO : Epoch 686 | loss: 0.0312475 | val_loss: 0.0312468 | Time: 2494.04 ms [2020-12-10 17:35:21 main:574] : INFO : Epoch 687 | loss: 0.0312467 | val_loss: 0.0312454 | Time: 2542.92 ms [2020-12-10 17:35:24 main:574] : INFO : Epoch 688 | loss: 0.0312466 | val_loss: 0.0312459 | Time: 2567.39 ms [2020-12-10 17:35:26 main:574] : INFO : Epoch 689 | loss: 0.0312464 | val_loss: 0.0312469 | Time: 2503.57 ms [2020-12-10 17:35:29 main:574] : INFO : Epoch 690 | loss: 0.0312465 | val_loss: 0.0312453 | Time: 2473.94 ms [2020-12-10 17:35:31 main:574] : INFO : Epoch 691 | loss: 0.031247 | val_loss: 0.0312458 | Time: 2452.73 ms [2020-12-10 17:35:34 main:574] : INFO : Epoch 692 | loss: 0.0312493 | val_loss: 0.03125 | Time: 2462.27 ms [2020-12-10 17:35:36 main:574] : INFO : Epoch 693 | loss: 0.0312481 | val_loss: 0.0312455 | Time: 2498.81 ms [2020-12-10 17:35:39 main:574] : INFO : Epoch 694 | loss: 0.0312467 | val_loss: 0.0312461 | Time: 2498.29 ms [2020-12-10 17:35:41 main:574] : INFO : Epoch 695 | loss: 0.0312465 | val_loss: 0.0312453 | Time: 2480.39 ms [2020-12-10 17:35:44 main:574] : INFO : Epoch 696 | loss: 0.0312471 | val_loss: 0.0312456 | Time: 2490.53 ms [2020-12-10 17:35:46 main:574] : INFO : Epoch 697 | loss: 0.0312464 | val_loss: 0.0312454 | Time: 2432.77 ms [2020-12-10 17:35:49 main:574] : INFO : Epoch 698 | loss: 0.0312463 | val_loss: 0.0312472 | Time: 2471.4 ms [2020-12-10 17:35:51 main:574] : INFO : Epoch 699 | loss: 0.0312469 | val_loss: 0.0312462 | Time: 2429.17 ms [2020-12-10 17:35:54 main:574] : INFO : Epoch 700 | loss: 0.0312475 | val_loss: 0.0312461 | Time: 2461.35 ms [2020-12-10 17:35:56 main:574] : INFO : Epoch 701 | loss: 0.031248 | val_loss: 0.0312473 | Time: 2500.66 ms [2020-12-10 17:35:59 main:574] : INFO : Epoch 702 | loss: 0.0312464 | val_loss: 0.0312455 | Time: 2442.88 ms [2020-12-10 17:36:01 main:574] : INFO : Epoch 703 | loss: 0.0312464 | val_loss: 0.0312452 | Time: 2450.59 ms [2020-12-10 17:36:04 main:574] : INFO : Epoch 704 | loss: 0.031247 | val_loss: 0.0312462 | Time: 2450.74 ms [2020-12-10 17:36:06 main:574] : INFO : Epoch 705 | loss: 0.0312466 | val_loss: 0.0312456 | Time: 2486.56 ms [2020-12-10 17:36:09 main:574] : INFO : Epoch 706 | loss: 0.0312472 | val_loss: 0.0312455 | Time: 2472.12 ms [2020-12-10 17:36:12 main:574] : INFO : Epoch 707 | loss: 0.0312466 | val_loss: 0.0312456 | Time: 2517.12 ms [2020-12-10 17:36:14 main:574] : INFO : Epoch 708 | loss: 0.0312467 | val_loss: 0.0312462 | Time: 2466.84 ms [2020-12-10 17:36:17 main:574] : INFO : Epoch 709 | loss: 0.0312465 | val_loss: 0.0312459 | Time: 2480.7 ms [2020-12-10 17:36:19 main:574] : INFO : Epoch 710 | loss: 0.0312468 | val_loss: 0.0312457 | Time: 2519.4 ms [2020-12-10 17:36:22 main:574] : INFO : Epoch 711 | loss: 0.0312479 | val_loss: 0.0312468 | Time: 2530.55 ms [2020-12-10 17:36:24 main:574] : INFO : Epoch 712 | loss: 0.0312471 | val_loss: 0.0312494 | Time: 2485.44 ms [2020-12-10 17:36:27 main:574] : INFO : Epoch 713 | loss: 0.0312483 | val_loss: 0.0312489 | Time: 2520.76 ms [2020-12-10 17:36:29 main:574] : INFO : Epoch 714 | loss: 0.0312491 | val_loss: 0.0312468 | Time: 2490.06 ms [2020-12-10 17:36:32 main:574] : INFO : Epoch 715 | loss: 0.0312472 | val_loss: 0.0312461 | Time: 2473.47 ms [2020-12-10 17:36:34 main:574] : INFO : Epoch 716 | loss: 0.0312475 | val_loss: 0.0312455 | Time: 2498.68 ms [2020-12-10 17:36:37 main:574] : INFO : Epoch 717 | loss: 0.0312473 | val_loss: 0.0312463 | Time: 2495.05 ms [2020-12-10 17:36:39 main:574] : INFO : Epoch 718 | loss: 0.0312474 | val_loss: 0.0312453 | Time: 2454.3 ms [2020-12-10 17:36:42 main:574] : INFO : Epoch 719 | loss: 0.0312464 | val_loss: 0.0312455 | Time: 2472.51 ms [2020-12-10 17:36:44 main:574] : INFO : Epoch 720 | loss: 0.0312464 | val_loss: 0.0312452 | Time: 2491.95 ms [2020-12-10 17:36:47 main:574] : INFO : Epoch 721 | loss: 0.0312467 | val_loss: 0.0312456 | Time: 2477.61 ms [2020-12-10 17:36:49 main:574] : INFO : Epoch 722 | loss: 0.0312465 | val_loss: 0.0312452 | Time: 2447.5 ms [2020-12-10 17:36:52 main:574] : INFO : Epoch 723 | loss: 0.0312466 | val_loss: 0.0312458 | Time: 2470.46 ms [2020-12-10 17:36:54 main:574] : INFO : Epoch 724 | loss: 0.0312467 | val_loss: 0.0312456 | Time: 2473.21 ms [2020-12-10 17:36:57 main:574] : INFO : Epoch 725 | loss: 0.0312468 | val_loss: 0.0312455 | Time: 2465.97 ms [2020-12-10 17:36:59 main:574] : INFO : Epoch 726 | loss: 0.031247 | val_loss: 0.031246 | Time: 2501.55 ms [2020-12-10 17:37:02 main:574] : INFO : Epoch 727 | loss: 0.0312469 | val_loss: 0.0312458 | Time: 2521.15 ms [2020-12-10 17:37:04 main:574] : INFO : Epoch 728 | loss: 0.0312474 | val_loss: 0.0312459 | Time: 2429.82 ms [2020-12-10 17:37:07 main:574] : INFO : Epoch 729 | loss: 0.0312468 | val_loss: 0.0312461 | Time: 2449.28 ms [2020-12-10 17:37:09 main:574] : INFO : Epoch 730 | loss: 0.031247 | val_loss: 0.0312476 | Time: 2421.54 ms [2020-12-10 17:37:12 main:574] : INFO : Epoch 731 | loss: 0.0312481 | val_loss: 0.0312461 | Time: 2480.49 ms [2020-12-10 17:37:14 main:574] : INFO : Epoch 732 | loss: 0.0312465 | val_loss: 0.0312474 | Time: 2496.64 ms [2020-12-10 17:37:17 main:574] : INFO : Epoch 733 | loss: 0.0312471 | val_loss: 0.0312476 | Time: 2448.21 ms [2020-12-10 17:37:20 main:574] : INFO : Epoch 734 | loss: 0.0312467 | val_loss: 0.0312452 | Time: 2496.58 ms [2020-12-10 17:37:22 main:574] : INFO : Epoch 735 | loss: 0.0312464 | val_loss: 0.0312458 | Time: 2478.21 ms [2020-12-10 17:37:25 main:574] : INFO : Epoch 736 | loss: 0.0312465 | val_loss: 0.0312454 | Time: 2472.53 ms [2020-12-10 17:37:27 main:574] : INFO : Epoch 737 | loss: 0.0312469 | val_loss: 0.0312462 | Time: 2455.4 ms [2020-12-10 17:37:30 main:574] : INFO : Epoch 738 | loss: 0.0312467 | val_loss: 0.0312454 | Time: 2459.59 ms [2020-12-10 17:37:32 main:574] : INFO : Epoch 739 | loss: 0.0312466 | val_loss: 0.0312471 | Time: 2464.23 ms [2020-12-10 17:37:35 main:574] : INFO : Epoch 740 | loss: 0.0312482 | val_loss: 0.0312483 | Time: 2483.98 ms [2020-12-10 17:37:37 main:574] : INFO : Epoch 741 | loss: 0.0312479 | val_loss: 0.0312465 | Time: 2505.12 ms [2020-12-10 17:37:40 main:574] : INFO : Epoch 742 | loss: 0.0312473 | val_loss: 0.0312462 | Time: 2438.81 ms [2020-12-10 17:37:42 main:574] : INFO : Epoch 743 | loss: 0.0312467 | val_loss: 0.0312454 | Time: 2467.39 ms [2020-12-10 17:37:45 main:574] : INFO : Epoch 744 | loss: 0.0312463 | val_loss: 0.031246 | Time: 2518.41 ms [2020-12-10 17:37:47 main:574] : INFO : Epoch 745 | loss: 0.0312473 | val_loss: 0.0312458 | Time: 2431.49 ms [2020-12-10 17:37:50 main:574] : INFO : Epoch 746 | loss: 0.0312472 | val_loss: 0.0312456 | Time: 2487.46 ms [2020-12-10 17:37:52 main:574] : INFO : Epoch 747 | loss: 0.0312471 | val_loss: 0.031247 | Time: 2517.7 ms [2020-12-10 17:37:55 main:574] : INFO : Epoch 748 | loss: 0.031247 | val_loss: 0.0312461 | Time: 2452.49 ms [2020-12-10 17:37:57 main:574] : INFO : Epoch 749 | loss: 0.0312468 | val_loss: 0.0312456 | Time: 2497.62 ms [2020-12-10 17:38:00 main:574] : INFO : Epoch 750 | loss: 0.0312465 | val_loss: 0.0312463 | Time: 2474.09 ms [2020-12-10 17:38:02 main:574] : INFO : Epoch 751 | loss: 0.0312473 | val_loss: 0.0312452 | Time: 2481.36 ms [2020-12-10 17:38:05 main:574] : INFO : Epoch 752 | loss: 0.0312471 | val_loss: 0.0312456 | Time: 2511.09 ms [2020-12-10 17:38:07 main:574] : INFO : Epoch 753 | loss: 0.0312466 | val_loss: 0.031247 | Time: 2482.44 ms [2020-12-10 17:38:10 main:574] : INFO : Epoch 754 | loss: 0.0312469 | val_loss: 0.0312479 | Time: 2482.75 ms [2020-12-10 17:38:12 main:574] : INFO : Epoch 755 | loss: 0.0312481 | val_loss: 0.0312501 | Time: 2487.42 ms [2020-12-10 17:38:15 main:574] : INFO : Epoch 756 | loss: 0.0312484 | val_loss: 0.0312454 | Time: 2483.38 ms [2020-12-10 17:38:17 main:574] : INFO : Epoch 757 | loss: 0.0312467 | val_loss: 0.0312459 | Time: 2512.27 ms [2020-12-10 17:38:20 main:574] : INFO : Epoch 758 | loss: 0.0312464 | val_loss: 0.0312472 | Time: 2455.57 ms [2020-12-10 17:38:22 main:574] : INFO : Epoch 759 | loss: 0.0312469 | val_loss: 0.0312455 | Time: 2484.34 ms [2020-12-10 17:38:25 main:574] : INFO : Epoch 760 | loss: 0.0312466 | val_loss: 0.0312459 | Time: 2478.88 ms [2020-12-10 17:38:27 main:574] : INFO : Epoch 761 | loss: 0.0312476 | val_loss: 0.0312473 | Time: 2495.82 ms [2020-12-10 17:38:30 main:574] : INFO : Epoch 762 | loss: 0.031247 | val_loss: 0.0312458 | Time: 2466.82 ms [2020-12-10 17:38:32 main:574] : INFO : Epoch 763 | loss: 0.0312474 | val_loss: 0.0312481 | Time: 2504.36 ms [2020-12-10 17:38:35 main:574] : INFO : Epoch 764 | loss: 0.0312478 | val_loss: 0.0312478 | Time: 2458.95 ms [2020-12-10 17:38:37 main:574] : INFO : Epoch 765 | loss: 0.0312467 | val_loss: 0.031247 | Time: 2478.09 ms [2020-12-10 17:38:40 main:574] : INFO : Epoch 766 | loss: 0.031247 | val_loss: 0.0312482 | Time: 2484.93 ms [2020-12-10 17:38:43 main:574] : INFO : Epoch 767 | loss: 0.0312479 | val_loss: 0.031246 | Time: 2479.08 ms [2020-12-10 17:38:45 main:574] : INFO : Epoch 768 | loss: 0.0312471 | val_loss: 0.0312463 | Time: 2408.19 ms [2020-12-10 17:38:47 main:574] : INFO : Epoch 769 | loss: 0.0312477 | val_loss: 0.0312481 | Time: 2488.11 ms [2020-12-10 17:38:50 main:574] : INFO : Epoch 770 | loss: 0.0312486 | val_loss: 0.0312462 | Time: 2477.42 ms [2020-12-10 17:38:53 main:574] : INFO : Epoch 771 | loss: 0.0312474 | val_loss: 0.0312481 | Time: 2502.25 ms [2020-12-10 17:38:55 main:574] : INFO : Epoch 772 | loss: 0.0312483 | val_loss: 0.0312462 | Time: 2499.32 ms [2020-12-10 17:38:58 main:574] : INFO : Epoch 773 | loss: 0.0312484 | val_loss: 0.03125 | Time: 2483.59 ms [2020-12-10 17:39:00 main:574] : INFO : Epoch 774 | loss: 0.0312484 | val_loss: 0.031246 | Time: 2444.74 ms [2020-12-10 17:39:03 main:574] : INFO : Epoch 775 | loss: 0.0312475 | val_loss: 0.0312453 | Time: 2502.54 ms [2020-12-10 17:39:05 main:574] : INFO : Epoch 776 | loss: 0.0312476 | val_loss: 0.0312456 | Time: 2488 ms [2020-12-10 17:39:08 main:574] : INFO : Epoch 777 | loss: 0.0312471 | val_loss: 0.0312469 | Time: 2508.39 ms [2020-12-10 17:39:10 main:574] : INFO : Epoch 778 | loss: 0.031247 | val_loss: 0.0312467 | Time: 2454.65 ms [2020-12-10 17:39:13 main:574] : INFO : Epoch 779 | loss: 0.031247 | val_loss: 0.0312455 | Time: 2499.97 ms [2020-12-10 17:39:15 main:574] : INFO : Epoch 780 | loss: 0.0312465 | val_loss: 0.0312455 | Time: 2453.88 ms [2020-12-10 17:39:18 main:574] : INFO : Epoch 781 | loss: 0.0312469 | val_loss: 0.0312453 | Time: 2431.83 ms [2020-12-10 17:39:20 main:574] : INFO : Epoch 782 | loss: 0.0312472 | val_loss: 0.0312474 | Time: 2479.75 ms [2020-12-10 17:39:23 main:574] : INFO : Epoch 783 | loss: 0.0312466 | val_loss: 0.0312452 | Time: 2487.42 ms [2020-12-10 17:39:25 main:574] : INFO : Epoch 784 | loss: 0.0312464 | val_loss: 0.0312463 | Time: 2450.06 ms [2020-12-10 17:39:28 main:574] : INFO : Epoch 785 | loss: 0.0312464 | val_loss: 0.0312454 | Time: 2452.52 ms [2020-12-10 17:39:30 main:574] : INFO : Epoch 786 | loss: 0.0312467 | val_loss: 0.0312482 | Time: 2483.66 ms [2020-12-10 17:39:33 main:574] : INFO : Epoch 787 | loss: 0.0312478 | val_loss: 0.031246 | Time: 2532.34 ms [2020-12-10 17:39:35 main:574] : INFO : Epoch 788 | loss: 0.0312462 | val_loss: 0.0312462 | Time: 2473.33 ms [2020-12-10 17:39:38 main:574] : INFO : Epoch 789 | loss: 0.0312476 | val_loss: 0.031247 | Time: 2575.58 ms [2020-12-10 17:39:40 main:574] : INFO : Epoch 790 | loss: 0.0312475 | val_loss: 0.0312458 | Time: 2458.47 ms [2020-12-10 17:39:43 main:574] : INFO : Epoch 791 | loss: 0.0312488 | val_loss: 0.0312479 | Time: 2483.36 ms [2020-12-10 17:39:45 main:574] : INFO : Epoch 792 | loss: 0.0312478 | val_loss: 0.0312455 | Time: 2492.66 ms [2020-12-10 17:39:48 main:574] : INFO : Epoch 793 | loss: 0.0312483 | val_loss: 0.0312458 | Time: 2464.13 ms [2020-12-10 17:39:50 main:574] : INFO : Epoch 794 | loss: 0.0312466 | val_loss: 0.0312454 | Time: 2494.7 ms [2020-12-10 17:39:53 main:574] : INFO : Epoch 795 | loss: 0.0312464 | val_loss: 0.0312453 | Time: 2499.75 ms [2020-12-10 17:39:56 main:574] : INFO : Epoch 796 | loss: 0.0312462 | val_loss: 0.0312458 | Time: 2470.3 ms [2020-12-10 17:39:58 main:574] : INFO : Epoch 797 | loss: 0.0312469 | val_loss: 0.0312463 | Time: 2447.84 ms [2020-12-10 17:40:01 main:574] : INFO : Epoch 798 | loss: 0.0312469 | val_loss: 0.0312454 | Time: 2483.4 ms [2020-12-10 17:40:03 main:574] : INFO : Epoch 799 | loss: 0.0312462 | val_loss: 0.0312452 | Time: 2497.3 ms [2020-12-10 17:40:06 main:574] : INFO : Epoch 800 | loss: 0.0312466 | val_loss: 0.0312458 | Time: 2536.86 ms [2020-12-10 17:40:08 main:574] : INFO : Epoch 801 | loss: 0.0312468 | val_loss: 0.0312452 | Time: 2429.24 ms [2020-12-10 17:40:11 main:574] : INFO : Epoch 802 | loss: 0.0312464 | val_loss: 0.0312454 | Time: 2490.98 ms [2020-12-10 17:40:13 main:574] : INFO : Epoch 803 | loss: 0.0312465 | val_loss: 0.0312455 | Time: 2487.52 ms [2020-12-10 17:40:16 main:574] : INFO : Epoch 804 | loss: 0.0312474 | val_loss: 0.0312462 | Time: 2480.35 ms [2020-12-10 17:40:18 main:574] : INFO : Epoch 805 | loss: 0.0312466 | val_loss: 0.0312453 | Time: 2484.27 ms [2020-12-10 17:40:21 main:574] : INFO : Epoch 806 | loss: 0.0312467 | val_loss: 0.0312465 | Time: 2456.41 ms [2020-12-10 17:40:23 main:574] : INFO : Epoch 807 | loss: 0.031247 | val_loss: 0.0312458 | Time: 2494.27 ms [2020-12-10 17:40:26 main:574] : INFO : Epoch 808 | loss: 0.0312468 | val_loss: 0.0312463 | Time: 2500.43 ms [2020-12-10 17:40:28 main:574] : INFO : Epoch 809 | loss: 0.0312471 | val_loss: 0.0312458 | Time: 2456.46 ms [2020-12-10 17:40:31 main:574] : INFO : Epoch 810 | loss: 0.0312473 | val_loss: 0.0312485 | Time: 2458.13 ms [2020-12-10 17:40:33 main:574] : INFO : Epoch 811 | loss: 0.0312487 | val_loss: 0.0312482 | Time: 2445.69 ms [2020-12-10 17:40:36 main:574] : INFO : Epoch 812 | loss: 0.0312472 | val_loss: 0.0312458 | Time: 2485.23 ms [2020-12-10 17:40:38 main:574] : INFO : Epoch 813 | loss: 0.0312468 | val_loss: 0.0312457 | Time: 2486.56 ms [2020-12-10 17:40:41 main:574] : INFO : Epoch 814 | loss: 0.0312472 | val_loss: 0.0312453 | Time: 2490.17 ms [2020-12-10 17:40:43 main:574] : INFO : Epoch 815 | loss: 0.0312461 | val_loss: 0.0312453 | Time: 2436.36 ms [2020-12-10 17:40:46 main:574] : INFO : Epoch 816 | loss: 0.0312462 | val_loss: 0.0312452 | Time: 2492.96 ms [2020-12-10 17:40:48 main:574] : INFO : Epoch 817 | loss: 0.0312483 | val_loss: 0.0312457 | Time: 2487.1 ms [2020-12-10 17:40:51 main:574] : INFO : Epoch 818 | loss: 0.0312471 | val_loss: 0.031246 | Time: 2446.04 ms [2020-12-10 17:40:53 main:574] : INFO : Epoch 819 | loss: 0.0312471 | val_loss: 0.0312454 | Time: 2505.51 ms [2020-12-10 17:40:56 main:574] : INFO : Epoch 820 | loss: 0.0312471 | val_loss: 0.031246 | Time: 2454.9 ms [2020-12-10 17:40:58 main:574] : INFO : Epoch 821 | loss: 0.0312486 | val_loss: 0.0312467 | Time: 2473.61 ms [2020-12-10 17:41:01 main:574] : INFO : Epoch 822 | loss: 0.0312477 | val_loss: 0.0312491 | Time: 2475.61 ms [2020-12-10 17:41:04 main:574] : INFO : Epoch 823 | loss: 0.031254 | val_loss: 0.0312769 | Time: 2487.64 ms [2020-12-10 17:41:06 main:574] : INFO : Epoch 824 | loss: 0.033087 | val_loss: 0.0362479 | Time: 2472.43 ms [2020-12-10 17:41:09 main:574] : INFO : Epoch 825 | loss: 0.0373904 | val_loss: 0.0344079 | Time: 2487.21 ms [2020-12-10 17:41:11 main:574] : INFO : Epoch 826 | loss: 0.0321391 | val_loss: 0.0314026 | Time: 2451.6 ms [2020-12-10 17:41:14 main:574] : INFO : Epoch 827 | loss: 0.0313685 | val_loss: 0.0312588 | Time: 2557.69 ms [2020-12-10 17:41:16 main:574] : INFO : Epoch 828 | loss: 0.0312676 | val_loss: 0.0312538 | Time: 2441.36 ms [2020-12-10 17:41:19 main:574] : INFO : Epoch 829 | loss: 0.0312533 | val_loss: 0.0312508 | Time: 2460.77 ms [2020-12-10 17:41:21 main:574] : INFO : Epoch 830 | loss: 0.0312494 | val_loss: 0.031248 | Time: 2454.49 ms [2020-12-10 17:41:24 main:574] : INFO : Epoch 831 | loss: 0.0312484 | val_loss: 0.0312477 | Time: 2557.73 ms [2020-12-10 17:41:26 main:574] : INFO : Epoch 832 | loss: 0.031248 | val_loss: 0.031247 | Time: 2492.64 ms [2020-12-10 17:41:29 main:574] : INFO : Epoch 833 | loss: 0.0312477 | val_loss: 0.0312467 | Time: 2507.59 ms [2020-12-10 17:41:31 main:574] : INFO : Epoch 834 | loss: 0.0312477 | val_loss: 0.031247 | Time: 2467.69 ms [2020-12-10 17:41:34 main:574] : INFO : Epoch 835 | loss: 0.0312476 | val_loss: 0.0312466 | Time: 2442.18 ms [2020-12-10 17:41:36 main:574] : INFO : Epoch 836 | loss: 0.0312473 | val_loss: 0.0312467 | Time: 2463.85 ms [2020-12-10 17:41:39 main:574] : INFO : Epoch 837 | loss: 0.0312473 | val_loss: 0.0312465 | Time: 2530.28 ms [2020-12-10 17:41:41 main:574] : INFO : Epoch 838 | loss: 0.0312477 | val_loss: 0.0312471 | Time: 2445.76 ms [2020-12-10 17:41:44 main:574] : INFO : Epoch 839 | loss: 0.0312474 | val_loss: 0.0312464 | Time: 2554.68 ms [2020-12-10 17:41:46 main:574] : INFO : Epoch 840 | loss: 0.0312469 | val_loss: 0.0312461 | Time: 2553.89 ms [2020-12-10 17:41:49 main:574] : INFO : Epoch 841 | loss: 0.0312468 | val_loss: 0.031246 | Time: 2476.98 ms [2020-12-10 17:41:52 main:574] : INFO : Epoch 842 | loss: 0.0312467 | val_loss: 0.031246 | Time: 2534.65 ms [2020-12-10 17:41:54 main:574] : INFO : Epoch 843 | loss: 0.0312467 | val_loss: 0.031246 | Time: 2495.14 ms [2020-12-10 17:41:57 main:574] : INFO : Epoch 844 | loss: 0.031247 | val_loss: 0.0312462 | Time: 2505.09 ms [2020-12-10 17:41:59 main:574] : INFO : Epoch 845 | loss: 0.0312468 | val_loss: 0.0312458 | Time: 2501.12 ms [2020-12-10 17:42:02 main:574] : INFO : Epoch 846 | loss: 0.0312467 | val_loss: 0.0312459 | Time: 2499.61 ms [2020-12-10 17:42:04 main:574] : INFO : Epoch 847 | loss: 0.0312465 | val_loss: 0.031246 | Time: 2472.67 ms [2020-12-10 17:42:07 main:574] : INFO : Epoch 848 | loss: 0.0312465 | val_loss: 0.0312461 | Time: 2450.92 ms [2020-12-10 17:42:09 main:574] : INFO : Epoch 849 | loss: 0.0312466 | val_loss: 0.0312459 | Time: 2498.96 ms [2020-12-10 17:42:12 main:574] : INFO : Epoch 850 | loss: 0.0312468 | val_loss: 0.0312459 | Time: 2475.54 ms [2020-12-10 17:42:14 main:574] : INFO : Epoch 851 | loss: 0.0312466 | val_loss: 0.0312456 | Time: 2496.55 ms [2020-12-10 17:42:17 main:574] : INFO : Epoch 852 | loss: 0.0312465 | val_loss: 0.0312458 | Time: 2460.14 ms [2020-12-10 17:42:19 main:574] : INFO : Epoch 853 | loss: 0.0312464 | val_loss: 0.0312459 | Time: 2438.55 ms [2020-12-10 17:42:22 main:574] : INFO : Epoch 854 | loss: 0.0312465 | val_loss: 0.0312456 | Time: 2468.99 ms [2020-12-10 17:42:24 main:574] : INFO : Epoch 855 | loss: 0.0312464 | val_loss: 0.0312455 | Time: 2434.38 ms [2020-12-10 17:42:27 main:574] : INFO : Epoch 856 | loss: 0.0312464 | val_loss: 0.0312456 | Time: 2518.18 ms [2020-12-10 17:42:29 main:574] : INFO : Epoch 857 | loss: 0.0312464 | val_loss: 0.0312456 | Time: 2475.8 ms [2020-12-10 17:42:32 main:574] : INFO : Epoch 858 | loss: 0.0312464 | val_loss: 0.0312457 | Time: 2454.58 ms [2020-12-10 17:42:34 main:574] : INFO : Epoch 859 | loss: 0.0312465 | val_loss: 0.0312456 | Time: 2460.93 ms [2020-12-10 17:42:37 main:574] : INFO : Epoch 860 | loss: 0.0312463 | val_loss: 0.0312456 | Time: 2477.64 ms [2020-12-10 17:42:39 main:574] : INFO : Epoch 861 | loss: 0.0312463 | val_loss: 0.0312456 | Time: 2468.29 ms [2020-12-10 17:42:42 main:574] : INFO : Epoch 862 | loss: 0.0312463 | val_loss: 0.0312456 | Time: 2484.86 ms [2020-12-10 17:42:44 main:574] : INFO : Epoch 863 | loss: 0.0312465 | val_loss: 0.0312458 | Time: 2444.78 ms [2020-12-10 17:42:47 main:574] : INFO : Epoch 864 | loss: 0.0312464 | val_loss: 0.0312455 | Time: 2456.8 ms [2020-12-10 17:42:49 main:574] : INFO : Epoch 865 | loss: 0.0312464 | val_loss: 0.0312456 | Time: 2436.64 ms [2020-12-10 17:42:52 main:574] : INFO : Epoch 866 | loss: 0.0312463 | val_loss: 0.0312457 | Time: 2482.66 ms [2020-12-10 17:42:54 main:574] : INFO : Epoch 867 | loss: 0.0312464 | val_loss: 0.0312455 | Time: 2488.16 ms [2020-12-10 17:42:57 main:574] : INFO : Epoch 868 | loss: 0.0312463 | val_loss: 0.0312455 | Time: 2492.24 ms [2020-12-10 17:42:59 main:574] : INFO : Epoch 869 | loss: 0.0312465 | val_loss: 0.0312458 | Time: 2488.91 ms [2020-12-10 17:43:02 main:574] : INFO : Epoch 870 | loss: 0.0312465 | val_loss: 0.0312455 | Time: 2451.12 ms [2020-12-10 17:43:04 main:574] : INFO : Epoch 871 | loss: 0.0312462 | val_loss: 0.0312455 | Time: 2469.85 ms [2020-12-10 17:43:07 main:574] : INFO : Epoch 872 | loss: 0.0312461 | val_loss: 0.0312455 | Time: 2454.7 ms [2020-12-10 17:43:09 main:574] : INFO : Epoch 873 | loss: 0.0312462 | val_loss: 0.0312457 | Time: 2481.68 ms [2020-12-10 17:43:12 main:574] : INFO : Epoch 874 | loss: 0.0312464 | val_loss: 0.0312459 | Time: 2511.84 ms [2020-12-10 17:43:14 main:574] : INFO : Epoch 875 | loss: 0.0312466 | val_loss: 0.0312455 | Time: 2508.2 ms [2020-12-10 17:43:17 main:574] : INFO : Epoch 876 | loss: 0.0312464 | val_loss: 0.0312458 | Time: 2469.2 ms [2020-12-10 17:43:20 main:574] : INFO : Epoch 877 | loss: 0.0312465 | val_loss: 0.0312459 | Time: 2497.58 ms [2020-12-10 17:43:22 main:574] : INFO : Epoch 878 | loss: 0.0312463 | val_loss: 0.0312456 | Time: 2481.59 ms [2020-12-10 17:43:25 main:574] : INFO : Epoch 879 | loss: 0.0312463 | val_loss: 0.0312457 | Time: 2497.39 ms [2020-12-10 17:43:27 main:574] : INFO : Epoch 880 | loss: 0.0312463 | val_loss: 0.0312458 | Time: 2494.52 ms [2020-12-10 17:43:30 main:574] : INFO : Epoch 881 | loss: 0.0312464 | val_loss: 0.0312455 | Time: 2439.95 ms [2020-12-10 17:43:32 main:574] : INFO : Epoch 882 | loss: 0.0312466 | val_loss: 0.0312463 | Time: 2466.2 ms [2020-12-10 17:43:35 main:574] : INFO : Epoch 883 | loss: 0.0312465 | val_loss: 0.0312455 | Time: 2448.39 ms [2020-12-10 17:43:37 main:574] : INFO : Epoch 884 | loss: 0.0312462 | val_loss: 0.0312455 | Time: 2446.17 ms [2020-12-10 17:43:40 main:574] : INFO : Epoch 885 | loss: 0.0312463 | val_loss: 0.0312453 | Time: 2493.48 ms [2020-12-10 17:43:42 main:574] : INFO : Epoch 886 | loss: 0.0312465 | val_loss: 0.031246 | Time: 2483.78 ms [2020-12-10 17:43:45 main:574] : INFO : Epoch 887 | loss: 0.0312464 | val_loss: 0.0312455 | Time: 2470.18 ms [2020-12-10 17:43:47 main:574] : INFO : Epoch 888 | loss: 0.0312463 | val_loss: 0.031246 | Time: 2464.7 ms [2020-12-10 17:43:50 main:574] : INFO : Epoch 889 | loss: 0.0312463 | val_loss: 0.0312453 | Time: 2437.51 ms [2020-12-10 17:43:52 main:574] : INFO : Epoch 890 | loss: 0.0312461 | val_loss: 0.0312455 | Time: 2441.6 ms [2020-12-10 17:43:55 main:574] : INFO : Epoch 891 | loss: 0.0312461 | val_loss: 0.0312456 | Time: 2464.45 ms [2020-12-10 17:43:57 main:574] : INFO : Epoch 892 | loss: 0.0312461 | val_loss: 0.0312454 | Time: 2473.8 ms [2020-12-10 17:44:00 main:574] : INFO : Epoch 893 | loss: 0.0312462 | val_loss: 0.0312456 | Time: 2518.38 ms [2020-12-10 17:44:02 main:574] : INFO : Epoch 894 | loss: 0.0312462 | val_loss: 0.0312457 | Time: 2553.58 ms [2020-12-10 17:44:05 main:574] : INFO : Epoch 895 | loss: 0.0312465 | val_loss: 0.0312454 | Time: 2538.11 ms [2020-12-10 17:44:07 main:574] : INFO : Epoch 896 | loss: 0.0312465 | val_loss: 0.0312461 | Time: 2470.53 ms [2020-12-10 17:44:10 main:574] : INFO : Epoch 897 | loss: 0.0312465 | val_loss: 0.0312458 | Time: 2509.53 ms [2020-12-10 17:44:12 main:574] : INFO : Epoch 898 | loss: 0.0312462 | val_loss: 0.0312455 | Time: 2446.19 ms [2020-12-10 17:44:15 main:574] : INFO : Epoch 899 | loss: 0.0312463 | val_loss: 0.0312454 | Time: 2497.66 ms [2020-12-10 17:44:17 main:574] : INFO : Epoch 900 | loss: 0.0312462 | val_loss: 0.0312455 | Time: 2450.93 ms [2020-12-10 17:44:20 main:574] : INFO : Epoch 901 | loss: 0.0312461 | val_loss: 0.0312454 | Time: 2462.66 ms [2020-12-10 17:44:22 main:574] : INFO : Epoch 902 | loss: 0.0312463 | val_loss: 0.0312454 | Time: 2448.44 ms [2020-12-10 17:44:25 main:574] : INFO : Epoch 903 | loss: 0.0312462 | val_loss: 0.0312454 | Time: 2477.65 ms [2020-12-10 17:44:27 main:574] : INFO : Epoch 904 | loss: 0.0312462 | val_loss: 0.0312455 | Time: 2516.97 ms [2020-12-10 17:44:30 main:574] : INFO : Epoch 905 | loss: 0.0312466 | val_loss: 0.0312463 | Time: 2528.54 ms [2020-12-10 17:44:33 main:574] : INFO : Epoch 906 | loss: 0.0312466 | val_loss: 0.0312455 | Time: 2511.64 ms [2020-12-10 17:44:35 main:574] : INFO : Epoch 907 | loss: 0.0312464 | val_loss: 0.0312456 | Time: 2488.6 ms [2020-12-10 17:44:38 main:574] : INFO : Epoch 908 | loss: 0.031247 | val_loss: 0.0312469 | Time: 2472.79 ms [2020-12-10 17:44:40 main:574] : INFO : Epoch 909 | loss: 0.0312469 | val_loss: 0.0312456 | Time: 2479.44 ms [2020-12-10 17:44:43 main:574] : INFO : Epoch 910 | loss: 0.0312462 | val_loss: 0.0312455 | Time: 2476.24 ms [2020-12-10 17:44:45 main:574] : INFO : Epoch 911 | loss: 0.0312463 | val_loss: 0.0312456 | Time: 2514.98 ms [2020-12-10 17:44:48 main:574] : INFO : Epoch 912 | loss: 0.0312463 | val_loss: 0.0312459 | Time: 2495.94 ms [2020-12-10 17:44:50 main:574] : INFO : Epoch 913 | loss: 0.0312463 | val_loss: 0.0312455 | Time: 2449.41 ms [2020-12-10 17:44:53 main:574] : INFO : Epoch 914 | loss: 0.0312462 | val_loss: 0.0312458 | Time: 2469.6 ms [2020-12-10 17:44:55 main:574] : INFO : Epoch 915 | loss: 0.0312464 | val_loss: 0.0312454 | Time: 2434.59 ms [2020-12-10 17:44:58 main:574] : INFO : Epoch 916 | loss: 0.0312465 | val_loss: 0.031246 | Time: 2445.82 ms [2020-12-10 17:45:00 main:574] : INFO : Epoch 917 | loss: 0.0312464 | val_loss: 0.0312458 | Time: 2513.88 ms [2020-12-10 17:45:03 main:574] : INFO : Epoch 918 | loss: 0.0312463 | val_loss: 0.031246 | Time: 2447.07 ms [2020-12-10 17:45:05 main:574] : INFO : Epoch 919 | loss: 0.0312463 | val_loss: 0.0312455 | Time: 2457.22 ms [2020-12-10 17:45:08 main:574] : INFO : Epoch 920 | loss: 0.0312463 | val_loss: 0.0312455 | Time: 2469.04 ms [2020-12-10 17:45:10 main:574] : INFO : Epoch 921 | loss: 0.0312464 | val_loss: 0.0312455 | Time: 2497.4 ms [2020-12-10 17:45:13 main:574] : INFO : Epoch 922 | loss: 0.0312462 | val_loss: 0.0312456 | Time: 2444.56 ms [2020-12-10 17:45:15 main:574] : INFO : Epoch 923 | loss: 0.0312462 | val_loss: 0.0312455 | Time: 2483.97 ms [2020-12-10 17:45:18 main:574] : INFO : Epoch 924 | loss: 0.0312463 | val_loss: 0.0312456 | Time: 2503.18 ms [2020-12-10 17:45:20 main:574] : INFO : Epoch 925 | loss: 0.0312466 | val_loss: 0.0312469 | Time: 2494.42 ms [2020-12-10 17:45:23 main:574] : INFO : Epoch 926 | loss: 0.0312465 | val_loss: 0.0312459 | Time: 2488.63 ms [2020-12-10 17:45:25 main:574] : INFO : Epoch 927 | loss: 0.031246 | val_loss: 0.0312453 | Time: 2464.34 ms [2020-12-10 17:45:28 main:574] : INFO : Epoch 928 | loss: 0.0312461 | val_loss: 0.0312454 | Time: 2490.56 ms [2020-12-10 17:45:30 main:574] : INFO : Epoch 929 | loss: 0.0312461 | val_loss: 0.0312458 | Time: 2513.89 ms [2020-12-10 17:45:33 main:574] : INFO : Epoch 930 | loss: 0.0312468 | val_loss: 0.0312462 | Time: 2514.07 ms [2020-12-10 17:45:36 main:574] : INFO : Epoch 931 | loss: 0.0312476 | val_loss: 0.0312467 | Time: 2550.65 ms [2020-12-10 17:45:38 main:574] : INFO : Epoch 932 | loss: 0.031247 | val_loss: 0.0312454 | Time: 2463.48 ms [2020-12-10 17:45:41 main:574] : INFO : Epoch 933 | loss: 0.0312463 | val_loss: 0.0312458 | Time: 2507.19 ms [2020-12-10 17:45:43 main:574] : INFO : Epoch 934 | loss: 0.0312464 | val_loss: 0.0312459 | Time: 2433.41 ms [2020-12-10 17:45:46 main:574] : INFO : Epoch 935 | loss: 0.0312462 | val_loss: 0.0312456 | Time: 2504.82 ms [2020-12-10 17:45:48 main:574] : INFO : Epoch 936 | loss: 0.0312466 | val_loss: 0.031246 | Time: 2559.2 ms [2020-12-10 17:45:51 main:574] : INFO : Epoch 937 | loss: 0.0312464 | val_loss: 0.0312457 | Time: 2642.86 ms [2020-12-10 17:45:53 main:574] : INFO : Epoch 938 | loss: 0.0312465 | val_loss: 0.0312462 | Time: 2526.2 ms [2020-12-10 17:45:56 main:574] : INFO : Epoch 939 | loss: 0.0312464 | val_loss: 0.0312457 | Time: 2490.88 ms [2020-12-10 17:45:59 main:574] : INFO : Epoch 940 | loss: 0.0312463 | val_loss: 0.0312455 | Time: 2513.06 ms [2020-12-10 17:46:01 main:574] : INFO : Epoch 941 | loss: 0.031247 | val_loss: 0.0312456 | Time: 2415.87 ms [2020-12-10 17:46:04 main:574] : INFO : Epoch 942 | loss: 0.0312468 | val_loss: 0.0312461 | Time: 2559.13 ms [2020-12-10 17:46:06 main:574] : INFO : Epoch 943 | loss: 0.0312462 | val_loss: 0.0312455 | Time: 2474.81 ms [2020-12-10 17:46:09 main:574] : INFO : Epoch 944 | loss: 0.0312461 | val_loss: 0.0312457 | Time: 2431.05 ms [2020-12-10 17:46:11 main:574] : INFO : Epoch 945 | loss: 0.0312464 | val_loss: 0.0312454 | Time: 2480.27 ms [2020-12-10 17:46:14 main:574] : INFO : Epoch 946 | loss: 0.0312464 | val_loss: 0.0312459 | Time: 2505.57 ms [2020-12-10 17:46:16 main:574] : INFO : Epoch 947 | loss: 0.0312464 | val_loss: 0.0312459 | Time: 2451.35 ms [2020-12-10 17:46:19 main:574] : INFO : Epoch 948 | loss: 0.0312463 | val_loss: 0.0312454 | Time: 2516.83 ms [2020-12-10 17:46:21 main:574] : INFO : Epoch 949 | loss: 0.0312462 | val_loss: 0.0312477 | Time: 2508.04 ms [2020-12-10 17:46:24 main:574] : INFO : Epoch 950 | loss: 0.0312468 | val_loss: 0.0312455 | Time: 2476.3 ms [2020-12-10 17:46:26 main:574] : INFO : Epoch 951 | loss: 0.0312467 | val_loss: 0.0312463 | Time: 2502.19 ms [2020-12-10 17:46:29 main:574] : INFO : Epoch 952 | loss: 0.0312468 | val_loss: 0.0312462 | Time: 2488.24 ms [2020-12-10 17:46:31 main:574] : INFO : Epoch 953 | loss: 0.0312468 | val_loss: 0.0312456 | Time: 2451.81 ms [2020-12-10 17:46:34 main:574] : INFO : Epoch 954 | loss: 0.0312468 | val_loss: 0.0312458 | Time: 2471.36 ms [2020-12-10 17:46:36 main:574] : INFO : Epoch 955 | loss: 0.0312467 | val_loss: 0.0312458 | Time: 2456.77 ms [2020-12-10 17:46:39 main:574] : INFO : Epoch 956 | loss: 0.0312462 | val_loss: 0.0312462 | Time: 2483.82 ms [2020-12-10 17:46:41 main:574] : INFO : Epoch 957 | loss: 0.0312472 | val_loss: 0.031246 | Time: 2465.11 ms [2020-12-10 17:46:44 main:574] : INFO : Epoch 958 | loss: 0.0312465 | val_loss: 0.0312457 | Time: 2467.22 ms [2020-12-10 17:46:46 main:574] : INFO : Epoch 959 | loss: 0.0312469 | val_loss: 0.0312463 | Time: 2515.33 ms [2020-12-10 17:46:49 main:574] : INFO : Epoch 960 | loss: 0.0312463 | val_loss: 0.0312455 | Time: 2514.66 ms [2020-12-10 17:46:51 main:574] : INFO : Epoch 961 | loss: 0.0312472 | val_loss: 0.0312475 | Time: 2457.1 ms [2020-12-10 17:46:54 main:574] : INFO : Epoch 962 | loss: 0.0312478 | val_loss: 0.0312475 | Time: 2554.22 ms [2020-12-10 17:46:57 main:574] : INFO : Epoch 963 | loss: 0.0312473 | val_loss: 0.0312465 | Time: 2475.72 ms [2020-12-10 17:46:59 main:574] : INFO : Epoch 964 | loss: 0.0312465 | val_loss: 0.0312461 | Time: 2434.89 ms [2020-12-10 17:47:02 main:574] : INFO : Epoch 965 | loss: 0.0312464 | val_loss: 0.0312456 | Time: 2646.22 ms [2020-12-10 17:47:04 main:574] : INFO : Epoch 966 | loss: 0.0312465 | val_loss: 0.0312461 | Time: 2445.85 ms [2020-12-10 17:47:07 main:574] : INFO : Epoch 967 | loss: 0.0312464 | val_loss: 0.0312459 | Time: 2440.93 ms [2020-12-10 17:47:09 main:574] : INFO : Epoch 968 | loss: 0.0312463 | val_loss: 0.0312458 | Time: 2616.55 ms [2020-12-10 17:47:12 main:574] : INFO : Epoch 969 | loss: 0.0312469 | val_loss: 0.0312463 | Time: 2432.56 ms [2020-12-10 17:47:14 main:574] : INFO : Epoch 970 | loss: 0.0312466 | val_loss: 0.0312456 | Time: 2451.2 ms [2020-12-10 17:47:17 main:574] : INFO : Epoch 971 | loss: 0.0312462 | val_loss: 0.0312454 | Time: 2441.55 ms [2020-12-10 17:47:19 main:574] : INFO : Epoch 972 | loss: 0.0312462 | val_loss: 0.0312455 | Time: 2427.26 ms [2020-12-10 17:47:22 main:574] : INFO : Epoch 973 | loss: 0.0312463 | val_loss: 0.0312469 | Time: 2484.06 ms [2020-12-10 17:47:24 main:574] : INFO : Epoch 974 | loss: 0.0312465 | val_loss: 0.0312453 | Time: 2476.52 ms [2020-12-10 17:47:27 main:574] : INFO : Epoch 975 | loss: 0.0312463 | val_loss: 0.0312457 | Time: 2468.89 ms [2020-12-10 17:47:29 main:574] : INFO : Epoch 976 | loss: 0.0312465 | val_loss: 0.0312472 | Time: 2481.32 ms [2020-12-10 17:47:32 main:574] : INFO : Epoch 977 | loss: 0.0312473 | val_loss: 0.0312472 | Time: 2435.45 ms [2020-12-10 17:47:34 main:574] : INFO : Epoch 978 | loss: 0.0312469 | val_loss: 0.0312456 | Time: 2480.3 ms [2020-12-10 17:47:37 main:574] : INFO : Epoch 979 | loss: 0.0312464 | val_loss: 0.0312458 | Time: 2518.9 ms [2020-12-10 17:47:39 main:574] : INFO : Epoch 980 | loss: 0.0312464 | val_loss: 0.0312459 | Time: 2436.03 ms [2020-12-10 17:47:42 main:574] : INFO : Epoch 981 | loss: 0.0312475 | val_loss: 0.0312458 | Time: 2478.68 ms [2020-12-10 17:47:44 main:574] : INFO : Epoch 982 | loss: 0.0312464 | val_loss: 0.0312457 | Time: 2489.31 ms [2020-12-10 17:47:47 main:574] : INFO : Epoch 983 | loss: 0.0312466 | val_loss: 0.0312455 | Time: 2469.08 ms [2020-12-10 17:47:49 main:574] : INFO : Epoch 984 | loss: 0.0312464 | val_loss: 0.0312458 | Time: 2440.28 ms [2020-12-10 17:47:52 main:574] : INFO : Epoch 985 | loss: 0.0312465 | val_loss: 0.0312464 | Time: 2449.74 ms [2020-12-10 17:47:54 main:574] : INFO : Epoch 986 | loss: 0.0312465 | val_loss: 0.0312459 | Time: 2512.68 ms [2020-12-10 17:47:57 main:574] : INFO : Epoch 987 | loss: 0.0312465 | val_loss: 0.0312455 | Time: 2507.84 ms [2020-12-10 17:47:59 main:574] : INFO : Epoch 988 | loss: 0.0312466 | val_loss: 0.031246 | Time: 2441.83 ms [2020-12-10 17:48:02 main:574] : INFO : Epoch 989 | loss: 0.0312481 | val_loss: 0.031247 | Time: 2504.48 ms [2020-12-10 17:48:04 main:574] : INFO : Epoch 990 | loss: 0.0312471 | val_loss: 0.0312464 | Time: 2437.13 ms [2020-12-10 17:48:07 main:574] : INFO : Epoch 991 | loss: 0.0312467 | val_loss: 0.0312473 | Time: 2464.8 ms [2020-12-10 17:48:09 main:574] : INFO : Epoch 992 | loss: 0.0312467 | val_loss: 0.0312462 | Time: 2486.86 ms [2020-12-10 17:48:12 main:574] : INFO : Epoch 993 | loss: 0.0312466 | val_loss: 0.0312465 | Time: 2476.73 ms [2020-12-10 17:48:14 main:574] : INFO : Epoch 994 | loss: 0.0312469 | val_loss: 0.0312462 | Time: 2482.34 ms [2020-12-10 17:48:17 main:574] : INFO : Epoch 995 | loss: 0.0312467 | val_loss: 0.0312457 | Time: 2525.6 ms [2020-12-10 17:48:20 main:574] : INFO : Epoch 996 | loss: 0.0312462 | val_loss: 0.0312453 | Time: 2541.26 ms [2020-12-10 17:48:22 main:574] : INFO : Epoch 997 | loss: 0.0312462 | val_loss: 0.0312456 | Time: 2430.18 ms [2020-12-10 17:48:25 main:574] : INFO : Epoch 998 | loss: 0.0312463 | val_loss: 0.0312479 | Time: 2442.37 ms [2020-12-10 17:48:27 main:574] : INFO : Epoch 999 | loss: 0.0312483 | val_loss: 0.0312458 | Time: 2468.97 ms [2020-12-10 17:48:30 main:574] : INFO : Epoch 1000 | loss: 0.0312466 | val_loss: 0.0312464 | Time: 2476.56 ms [2020-12-10 17:48:32 main:574] : INFO : Epoch 1001 | loss: 0.0312471 | val_loss: 0.031246 | Time: 2484.23 ms [2020-12-10 17:48:35 main:574] : INFO : Epoch 1002 | loss: 0.0312469 | val_loss: 0.0312458 | Time: 2495.63 ms [2020-12-10 17:48:37 main:574] : INFO : Epoch 1003 | loss: 0.0312465 | val_loss: 0.0312456 | Time: 2521.99 ms [2020-12-10 17:48:40 main:574] : INFO : Epoch 1004 | loss: 0.0312465 | val_loss: 0.0312455 | Time: 2490.57 ms [2020-12-10 17:48:42 main:574] : INFO : Epoch 1005 | loss: 0.0312464 | val_loss: 0.0312463 | Time: 2456.62 ms [2020-12-10 17:48:45 main:574] : INFO : Epoch 1006 | loss: 0.0312479 | val_loss: 0.0312468 | Time: 2437.2 ms [2020-12-10 17:48:47 main:574] : INFO : Epoch 1007 | loss: 0.0312467 | val_loss: 0.0312454 | Time: 2609.9 ms [2020-12-10 17:48:50 main:574] : INFO : Epoch 1008 | loss: 0.0312462 | val_loss: 0.0312455 | Time: 2456.05 ms [2020-12-10 17:48:52 main:574] : INFO : Epoch 1009 | loss: 0.0312466 | val_loss: 0.0312456 | Time: 2467.55 ms [2020-12-10 17:48:55 main:574] : INFO : Epoch 1010 | loss: 0.0312464 | val_loss: 0.0312455 | Time: 2455.32 ms [2020-12-10 17:48:57 main:574] : INFO : Epoch 1011 | loss: 0.0312468 | val_loss: 0.0312462 | Time: 2508.17 ms [2020-12-10 17:49:00 main:574] : INFO : Epoch 1012 | loss: 0.0312467 | val_loss: 0.0312468 | Time: 2439.22 ms [2020-12-10 17:49:02 main:574] : INFO : Epoch 1013 | loss: 0.0312467 | val_loss: 0.0312455 | Time: 2475.17 ms [2020-12-10 17:49:05 main:574] : INFO : Epoch 1014 | loss: 0.0312465 | val_loss: 0.0312459 | Time: 2438.78 ms [2020-12-10 17:49:07 main:574] : INFO : Epoch 1015 | loss: 0.0312473 | val_loss: 0.0312454 | Time: 2459.8 ms [2020-12-10 17:49:10 main:574] : INFO : Epoch 1016 | loss: 0.0312469 | val_loss: 0.0312463 | Time: 2499.32 ms [2020-12-10 17:49:12 main:574] : INFO : Epoch 1017 | loss: 0.0312468 | val_loss: 0.0312459 | Time: 2475.77 ms [2020-12-10 17:49:15 main:574] : INFO : Epoch 1018 | loss: 0.0312471 | val_loss: 0.0312459 | Time: 2451 ms [2020-12-10 17:49:17 main:574] : INFO : Epoch 1019 | loss: 0.0312471 | val_loss: 0.0312474 | Time: 2483.64 ms [2020-12-10 17:49:20 main:574] : INFO : Epoch 1020 | loss: 0.0312467 | val_loss: 0.0312455 | Time: 2455.11 ms [2020-12-10 17:49:22 main:574] : INFO : Epoch 1021 | loss: 0.0312466 | val_loss: 0.0312455 | Time: 2468.03 ms [2020-12-10 17:49:25 main:574] : INFO : Epoch 1022 | loss: 0.0312467 | val_loss: 0.0312458 | Time: 2427.33 ms [2020-12-10 17:49:27 main:574] : INFO : Epoch 1023 | loss: 0.0312466 | val_loss: 0.0312467 | Time: 2496.76 ms [2020-12-10 17:49:30 main:574] : INFO : Epoch 1024 | loss: 0.0312472 | val_loss: 0.0312466 | Time: 2462.98 ms [2020-12-10 17:49:30 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312466 [2020-12-10 17:49:30 main:603] : INFO : Saving end state to config to file [2020-12-10 17:49:30 main:608] : INFO : Success, exiting.. 17:49:30 (12508): 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)