Task 3174765
| Name | ParityMachine-1606531150-19278-2_0 |
| Workunit | 1470792 |
| Created | 4 Dec 2020, 8:48:53 UTC |
| Sent | 5 Dec 2020, 10:04:29 UTC |
| Report deadline | 12 Dec 2020, 10:04:29 UTC |
| Received | 9 Dec 2020, 16:39:41 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 574 |
| Run time | 43 min 52 sec |
| CPU time | 42 min 16 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> ss: 0.0311329 | val_loss: 0.031163 | Time: 2489.78 ms [2020-12-09 17:17:49 main:574] : INFO : Epoch 515 | loss: 0.0311315 | val_loss: 0.0311642 | Time: 2491.75 ms [2020-12-09 17:17:52 main:574] : INFO : Epoch 516 | loss: 0.0311291 | val_loss: 0.0311679 | Time: 2455.05 ms [2020-12-09 17:17:54 main:574] : INFO : Epoch 517 | loss: 0.0311337 | val_loss: 0.0311688 | Time: 2524.34 ms [2020-12-09 17:17:57 main:574] : INFO : Epoch 518 | loss: 0.0311307 | val_loss: 0.0311672 | Time: 2459 ms [2020-12-09 17:17:59 main:574] : INFO : Epoch 519 | loss: 0.0311291 | val_loss: 0.0311644 | Time: 2556.74 ms [2020-12-09 17:18:02 main:574] : INFO : Epoch 520 | loss: 0.0311334 | val_loss: 0.0311655 | Time: 2567.12 ms [2020-12-09 17:18:05 main:574] : INFO : Epoch 521 | loss: 0.0311318 | val_loss: 0.0311656 | Time: 2588.11 ms [2020-12-09 17:18:07 main:574] : INFO : Epoch 522 | loss: 0.0311294 | val_loss: 0.0311665 | Time: 2469.86 ms [2020-12-09 17:18:10 main:574] : INFO : Epoch 523 | loss: 0.0311282 | val_loss: 0.031163 | Time: 2500.7 ms [2020-12-09 17:18:12 main:574] : INFO : Epoch 524 | loss: 0.0311303 | val_loss: 0.0311682 | Time: 2473.16 ms [2020-12-09 17:18:15 main:574] : INFO : Epoch 525 | loss: 0.0311295 | val_loss: 0.0311695 | Time: 2563.72 ms [2020-12-09 17:18:17 main:574] : INFO : Epoch 526 | loss: 0.0311322 | val_loss: 0.0311722 | Time: 2453.31 ms [2020-12-09 17:18:20 main:574] : INFO : Epoch 527 | loss: 0.031129 | val_loss: 0.0311713 | Time: 2482.39 ms [2020-12-09 17:18:22 main:574] : INFO : Epoch 528 | loss: 0.0311309 | val_loss: 0.0311633 | Time: 2463.77 ms [2020-12-09 17:18:25 main:574] : INFO : Epoch 529 | loss: 0.0311304 | val_loss: 0.0311641 | Time: 2484.15 ms [2020-12-09 17:18:27 main:574] : INFO : Epoch 530 | loss: 0.0311292 | val_loss: 0.0311621 | Time: 2518.83 ms [2020-12-09 17:18:30 main:574] : INFO : Epoch 531 | loss: 0.0311296 | val_loss: 0.0311698 | Time: 2499.82 ms [2020-12-09 17:18:32 main:574] : INFO : Epoch 532 | loss: 0.0311277 | val_loss: 0.031163 | Time: 2424.98 ms [2020-12-09 17:18:35 main:574] : INFO : Epoch 533 | loss: 0.0311263 | val_loss: 0.0311609 | Time: 2480.51 ms [2020-12-09 17:18:37 main:574] : INFO : Epoch 534 | loss: 0.0311255 | val_loss: 0.0311677 | Time: 2470.55 ms [2020-12-09 17:18:40 main:574] : INFO : Epoch 535 | loss: 0.0311246 | val_loss: 0.0311665 | Time: 2544.87 ms [2020-12-09 17:18:43 main:574] : INFO : Epoch 536 | loss: 0.0311242 | val_loss: 0.0311645 | Time: 2492.1 ms [2020-12-09 17:18:45 main:574] : INFO : Epoch 537 | loss: 0.0311232 | val_loss: 0.0311612 | Time: 2570.25 ms [2020-12-09 17:18:48 main:574] : INFO : Epoch 538 | loss: 0.0311258 | val_loss: 0.0311632 | Time: 2525.61 ms [2020-12-09 17:18:50 main:574] : INFO : Epoch 539 | loss: 0.0311248 | val_loss: 0.0311612 | Time: 2526.39 ms [2020-12-09 17:18:53 main:574] : INFO : Epoch 540 | loss: 0.0311303 | val_loss: 0.0311653 | Time: 2424.48 ms [2020-12-09 17:18:55 main:574] : INFO : Epoch 541 | loss: 0.0311279 | val_loss: 0.0311648 | Time: 2454.35 ms [2020-12-09 17:18:58 main:574] : INFO : Epoch 542 | loss: 0.0311261 | val_loss: 0.0311645 | Time: 2518.93 ms [2020-12-09 17:19:00 main:574] : INFO : Epoch 543 | loss: 0.0311243 | val_loss: 0.0311597 | Time: 2538.78 ms [2020-12-09 17:19:03 main:574] : INFO : Epoch 544 | loss: 0.0311281 | val_loss: 0.0311625 | Time: 2466.61 ms [2020-12-09 17:19:06 main:574] : INFO : Epoch 545 | loss: 0.0311261 | val_loss: 0.0311602 | Time: 2493.28 ms [2020-12-09 17:19:08 main:574] : INFO : Epoch 546 | loss: 0.0311236 | val_loss: 0.0311629 | Time: 2547.64 ms [2020-12-09 17:19:11 main:574] : INFO : Epoch 547 | loss: 0.031124 | val_loss: 0.0311687 | Time: 2522.17 ms [2020-12-09 17:19:13 main:574] : INFO : Epoch 548 | loss: 0.0311281 | val_loss: 0.0311674 | Time: 2506.96 ms [2020-12-09 17:19:16 main:574] : INFO : Epoch 549 | loss: 0.0311267 | val_loss: 0.0311615 | Time: 2490.53 ms [2020-12-09 17:19:18 main:574] : INFO : Epoch 550 | loss: 0.0311226 | val_loss: 0.0311582 | Time: 2473.76 ms [2020-12-09 17:19:21 main:574] : INFO : Epoch 551 | loss: 0.0311242 | val_loss: 0.0311698 | Time: 2506.26 ms [2020-12-09 17:19:23 main:574] : INFO : Epoch 552 | loss: 0.0311275 | val_loss: 0.0311632 | Time: 2468.83 ms [2020-12-09 17:19:26 main:574] : INFO : Epoch 553 | loss: 0.0311277 | val_loss: 0.0311662 | Time: 2447.15 ms [2020-12-09 17:19:28 main:574] : INFO : Epoch 554 | loss: 0.0311247 | val_loss: 0.0311653 | Time: 2508.34 ms [2020-12-09 17:19:31 main:574] : INFO : Epoch 555 | loss: 0.0311248 | val_loss: 0.0311631 | Time: 2496.38 ms [2020-12-09 17:19:34 main:574] : INFO : Epoch 556 | loss: 0.031124 | val_loss: 0.0311661 | Time: 2547.34 ms [2020-12-09 17:19:36 main:574] : INFO : Epoch 557 | loss: 0.0311264 | val_loss: 0.0311653 | Time: 2567.67 ms [2020-12-09 17:19:39 main:574] : INFO : Epoch 558 | loss: 0.0311268 | val_loss: 0.0311614 | Time: 2505.51 ms [2020-12-09 17:19:41 main:574] : INFO : Epoch 559 | loss: 0.0311319 | val_loss: 0.0311625 | Time: 2469.75 ms [2020-12-09 17:19:44 main:574] : INFO : Epoch 560 | loss: 0.0311313 | val_loss: 0.0311645 | Time: 2465.78 ms [2020-12-09 17:19:46 main:574] : INFO : Epoch 561 | loss: 0.0311294 | val_loss: 0.0311669 | Time: 2485.65 ms [2020-12-09 17:19:49 main:574] : INFO : Epoch 562 | loss: 0.0311244 | val_loss: 0.0311672 | Time: 2578.42 ms [2020-12-09 17:19:51 main:574] : INFO : Epoch 563 | loss: 0.0311241 | val_loss: 0.0311712 | Time: 2552.22 ms [2020-12-09 17:19:54 main:574] : INFO : Epoch 564 | loss: 0.0311271 | val_loss: 0.0311608 | Time: 2530.16 ms [2020-12-09 17:19:57 main:574] : INFO : Epoch 565 | loss: 0.0311252 | val_loss: 0.0311625 | Time: 2500.23 ms [2020-12-09 17:19:59 main:574] : INFO : Epoch 566 | loss: 0.0311224 | val_loss: 0.0311641 | Time: 2449.13 ms [2020-12-09 17:20:02 main:574] : INFO : Epoch 567 | loss: 0.0311225 | val_loss: 0.0311676 | Time: 2518.97 ms [2020-12-09 17:20:04 main:574] : INFO : Epoch 568 | loss: 0.031124 | val_loss: 0.0311655 | Time: 2490.71 ms [2020-12-09 17:20:07 main:574] : INFO : Epoch 569 | loss: 0.0311264 | val_loss: 0.0311689 | Time: 2520.74 ms [2020-12-09 17:20:09 main:574] : INFO : Epoch 570 | loss: 0.0311254 | val_loss: 0.0311696 | Time: 2471.46 ms [2020-12-09 17:20:12 main:574] : INFO : Epoch 571 | loss: 0.0311268 | val_loss: 0.0311654 | Time: 2467.21 ms [2020-12-09 17:20:14 main:574] : INFO : Epoch 572 | loss: 0.0311277 | val_loss: 0.0311684 | Time: 2537.59 ms [2020-12-09 17:20:17 main:574] : INFO : Epoch 573 | loss: 0.0311275 | val_loss: 0.0311706 | Time: 2498.15 ms [2020-12-09 17:20:19 main:574] : INFO : Epoch 574 | loss: 0.0311281 | val_loss: 0.0311665 | Time: 2459.3 ms [2020-12-09 17:20:22 main:574] : INFO : Epoch 575 | loss: 0.0311286 | val_loss: 0.0311682 | Time: 2493.32 ms [2020-12-09 17:20:24 main:574] : INFO : Epoch 576 | loss: 0.0311339 | val_loss: 0.0311653 | Time: 2498.65 ms [2020-12-09 17:20:27 main:574] : INFO : Epoch 577 | loss: 0.0311349 | val_loss: 0.0311684 | Time: 2564.49 ms [2020-12-09 17:20:30 main:574] : INFO : Epoch 578 | loss: 0.0311318 | val_loss: 0.0311663 | Time: 2460.99 ms [2020-12-09 17:20:32 main:574] : INFO : Epoch 579 | loss: 0.0311293 | val_loss: 0.0311727 | Time: 2546.07 ms [2020-12-09 17:20:35 main:574] : INFO : Epoch 580 | loss: 0.0311341 | val_loss: 0.0311772 | Time: 2565.24 ms [2020-12-09 17:20:37 main:574] : INFO : Epoch 581 | loss: 0.0311323 | val_loss: 0.0311657 | Time: 2517.24 ms [2020-12-09 17:20:40 main:574] : INFO : Epoch 582 | loss: 0.0311334 | val_loss: 0.0311651 | Time: 2557.68 ms [2020-12-09 17:20:42 main:574] : INFO : Epoch 583 | loss: 0.0311412 | val_loss: 0.0311652 | Time: 2484.83 ms [2020-12-09 17:20:45 main:574] : INFO : Epoch 584 | loss: 0.0311493 | val_loss: 0.0311676 | Time: 2506.13 ms [2020-12-09 17:20:47 main:574] : INFO : Epoch 585 | loss: 0.0311493 | val_loss: 0.0311609 | Time: 2520.61 ms [2020-12-09 17:20:50 main:574] : INFO : Epoch 586 | loss: 0.0311484 | val_loss: 0.0311616 | Time: 2555.87 ms [2020-12-09 17:20:53 main:574] : INFO : Epoch 587 | loss: 0.0311455 | val_loss: 0.0311636 | Time: 2470.98 ms [2020-12-09 17:20:55 main:574] : INFO : Epoch 588 | loss: 0.0311435 | val_loss: 0.0311582 | Time: 2542.12 ms [2020-12-09 17:20:58 main:574] : INFO : Epoch 589 | loss: 0.0311429 | val_loss: 0.0311627 | Time: 2493.03 ms [2020-12-09 17:21:00 main:574] : INFO : Epoch 590 | loss: 0.0311417 | val_loss: 0.0311582 | Time: 2467.96 ms [2020-12-09 17:21:03 main:574] : INFO : Epoch 591 | loss: 0.0311396 | val_loss: 0.0311567 | Time: 2437.45 ms [2020-12-09 17:21:05 main:574] : INFO : Epoch 592 | loss: 0.0311371 | val_loss: 0.0311585 | Time: 2526.52 ms [2020-12-09 17:21:08 main:574] : INFO : Epoch 593 | loss: 0.0311366 | val_loss: 0.0311607 | Time: 2555.82 ms [2020-12-09 17:21:10 main:574] : INFO : Epoch 594 | loss: 0.0311363 | val_loss: 0.0311593 | Time: 2482.74 ms [2020-12-09 17:21:13 main:574] : INFO : Epoch 595 | loss: 0.0311369 | val_loss: 0.0311643 | Time: 2468.42 ms [2020-12-09 17:21:15 main:574] : INFO : Epoch 596 | loss: 0.0311362 | val_loss: 0.0311591 | Time: 2482.55 ms [2020-12-09 17:21:18 main:574] : INFO : Epoch 597 | loss: 0.0311347 | val_loss: 0.0311608 | Time: 2553.72 ms [2020-12-09 17:21:21 main:574] : INFO : Epoch 598 | loss: 0.0311361 | val_loss: 0.0311574 | Time: 2495.93 ms [2020-12-09 17:21:23 main:574] : INFO : Epoch 599 | loss: 0.0311355 | val_loss: 0.0311617 | Time: 2503.47 ms [2020-12-09 17:21:26 main:574] : INFO : Epoch 600 | loss: 0.031133 | val_loss: 0.031159 | Time: 2529.67 ms [2020-12-09 17:21:28 main:574] : INFO : Epoch 601 | loss: 0.0311335 | val_loss: 0.0311624 | Time: 2561.68 ms [2020-12-09 17:21:31 main:574] : INFO : Epoch 602 | loss: 0.0311345 | val_loss: 0.0311601 | Time: 2484.45 ms [2020-12-09 17:21:33 main:574] : INFO : Epoch 603 | loss: 0.0311322 | val_loss: 0.0311605 | Time: 2518.45 ms [2020-12-09 17:21:36 main:574] : INFO : Epoch 604 | loss: 0.0311319 | val_loss: 0.0311622 | Time: 2481.18 ms [2020-12-09 17:21:38 main:574] : INFO : Epoch 605 | loss: 0.0311305 | val_loss: 0.0311624 | Time: 2489.44 ms [2020-12-09 17:21:41 main:574] : INFO : Epoch 606 | loss: 0.031131 | val_loss: 0.0311618 | Time: 2497.48 ms [2020-12-09 17:21:43 main:574] : INFO : Epoch 607 | loss: 0.0311308 | val_loss: 0.0311583 | Time: 2436.36 ms [2020-12-09 17:21:46 main:574] : INFO : Epoch 608 | loss: 0.0311341 | val_loss: 0.0311578 | Time: 2514.45 ms [2020-12-09 17:21:48 main:574] : INFO : Epoch 609 | loss: 0.0311316 | val_loss: 0.0311662 | Time: 2467.62 ms [2020-12-09 17:21:51 main:574] : INFO : Epoch 610 | loss: 0.0311327 | val_loss: 0.0311618 | Time: 2449.12 ms [2020-12-09 17:21:53 main:574] : INFO : Epoch 611 | loss: 0.031132 | val_loss: 0.0311628 | Time: 2482.68 ms [2020-12-09 17:21:56 main:574] : INFO : Epoch 612 | loss: 0.0311339 | val_loss: 0.0311658 | Time: 2495.79 ms [2020-12-09 17:21:59 main:574] : INFO : Epoch 613 | loss: 0.0311341 | val_loss: 0.0311729 | Time: 2450.13 ms [2020-12-09 17:22:01 main:574] : INFO : Epoch 614 | loss: 0.0311339 | val_loss: 0.0311624 | Time: 2536.12 ms [2020-12-09 17:22:04 main:574] : INFO : Epoch 615 | loss: 0.0311308 | val_loss: 0.0311635 | Time: 2480.5 ms [2020-12-09 17:22:06 main:574] : INFO : Epoch 616 | loss: 0.0311305 | val_loss: 0.0311624 | Time: 2484.11 ms [2020-12-09 17:22:09 main:574] : INFO : Epoch 617 | loss: 0.0311293 | val_loss: 0.0311698 | Time: 2528.97 ms [2020-12-09 17:22:11 main:574] : INFO : Epoch 618 | loss: 0.0311308 | val_loss: 0.0311658 | Time: 2504.23 ms [2020-12-09 17:22:14 main:574] : INFO : Epoch 619 | loss: 0.0311299 | val_loss: 0.0311637 | Time: 2471.84 ms [2020-12-09 17:22:16 main:574] : INFO : Epoch 620 | loss: 0.0311378 | val_loss: 0.0311622 | Time: 2533.13 ms [2020-12-09 17:22:19 main:574] : INFO : Epoch 621 | loss: 0.0311411 | val_loss: 0.03116 | Time: 2533.52 ms [2020-12-09 17:22:21 main:574] : INFO : Epoch 622 | loss: 0.031145 | val_loss: 0.0311629 | Time: 2537.44 ms [2020-12-09 17:22:24 main:574] : INFO : Epoch 623 | loss: 0.0311513 | val_loss: 0.0311686 | Time: 2516.06 ms [2020-12-09 17:22:27 main:574] : INFO : Epoch 624 | loss: 0.0311454 | val_loss: 0.0311622 | Time: 2473.76 ms [2020-12-09 17:22:29 main:574] : INFO : Epoch 625 | loss: 0.0311432 | val_loss: 0.0311668 | Time: 2484.03 ms [2020-12-09 17:22:32 main:574] : INFO : Epoch 626 | loss: 0.0311423 | val_loss: 0.031161 | Time: 2473.2 ms [2020-12-09 17:22:34 main:574] : INFO : Epoch 627 | loss: 0.0311379 | val_loss: 0.0311642 | Time: 2476.61 ms [2020-12-09 17:22:37 main:574] : INFO : Epoch 628 | loss: 0.0311365 | val_loss: 0.0311598 | Time: 2597.42 ms [2020-12-09 17:22:39 main:574] : INFO : Epoch 629 | loss: 0.0311357 | val_loss: 0.0311599 | Time: 2465.61 ms [2020-12-09 17:22:42 main:574] : INFO : Epoch 630 | loss: 0.0311382 | val_loss: 0.0311636 | Time: 2544.07 ms [2020-12-09 17:22:44 main:574] : INFO : Epoch 631 | loss: 0.0311421 | val_loss: 0.0311749 | Time: 2479.07 ms [2020-12-09 17:22:47 main:574] : INFO : Epoch 632 | loss: 0.0311406 | val_loss: 0.0311638 | Time: 2507.41 ms [2020-12-09 17:22:49 main:574] : INFO : Epoch 633 | loss: 0.0311375 | val_loss: 0.031165 | Time: 2461.96 ms [2020-12-09 17:22:52 main:574] : INFO : Epoch 634 | loss: 0.0311417 | val_loss: 0.0311717 | Time: 2550.28 ms [2020-12-09 17:22:54 main:574] : INFO : Epoch 635 | loss: 0.0311466 | val_loss: 0.0311692 | Time: 2462.58 ms [2020-12-09 17:22:57 main:574] : INFO : Epoch 636 | loss: 0.031143 | val_loss: 0.0311657 | Time: 2514.63 ms [2020-12-09 17:23:00 main:574] : INFO : Epoch 637 | loss: 0.031141 | val_loss: 0.031168 | Time: 2471.87 ms [2020-12-09 17:23:02 main:574] : INFO : Epoch 638 | loss: 0.0311386 | val_loss: 0.0311637 | Time: 2517.57 ms [2020-12-09 17:23:05 main:574] : INFO : Epoch 639 | loss: 0.0311379 | val_loss: 0.0311646 | Time: 2533.21 ms [2020-12-09 17:23:07 main:574] : INFO : Epoch 640 | loss: 0.0311391 | val_loss: 0.0311629 | Time: 2469.11 ms [2020-12-09 17:23:10 main:574] : INFO : Epoch 641 | loss: 0.0311383 | val_loss: 0.0311661 | Time: 2571.44 ms [2020-12-09 17:23:12 main:574] : INFO : Epoch 642 | loss: 0.0311369 | val_loss: 0.0311745 | Time: 2495.3 ms [2020-12-09 17:23:15 main:574] : INFO : Epoch 643 | loss: 0.0311363 | val_loss: 0.0311643 | Time: 2494.23 ms [2020-12-09 17:23:17 main:574] : INFO : Epoch 644 | loss: 0.0311332 | val_loss: 0.0311591 | Time: 2504.01 ms [2020-12-09 17:23:20 main:574] : INFO : Epoch 645 | loss: 0.031136 | val_loss: 0.031161 | Time: 2501.6 ms [2020-12-09 17:23:22 main:574] : INFO : Epoch 646 | loss: 0.0311386 | val_loss: 0.0311614 | Time: 2503.55 ms [2020-12-09 17:23:25 main:574] : INFO : Epoch 647 | loss: 0.0311377 | val_loss: 0.031159 | Time: 2483.02 ms [2020-12-09 17:23:27 main:574] : INFO : Epoch 648 | loss: 0.0311394 | val_loss: 0.0311566 | Time: 2460.84 ms [2020-12-09 17:23:30 main:574] : INFO : Epoch 649 | loss: 0.0311401 | val_loss: 0.0311607 | Time: 2536.82 ms [2020-12-09 17:23:33 main:574] : INFO : Epoch 650 | loss: 0.0311372 | val_loss: 0.0311569 | Time: 2487.37 ms [2020-12-09 17:23:35 main:574] : INFO : Epoch 651 | loss: 0.0311377 | val_loss: 0.0311546 | Time: 2495.5 ms [2020-12-09 17:23:38 main:574] : INFO : Epoch 652 | loss: 0.0311345 | val_loss: 0.0311623 | Time: 2554.75 ms [2020-12-09 17:23:40 main:574] : INFO : Epoch 653 | loss: 0.0311448 | val_loss: 0.0311638 | Time: 2495.11 ms [2020-12-09 17:23:43 main:574] : INFO : Epoch 654 | loss: 0.0311457 | val_loss: 0.0311623 | Time: 2463.39 ms [2020-12-09 17:23:45 main:574] : INFO : Epoch 655 | loss: 0.0311427 | val_loss: 0.0311598 | Time: 2492.16 ms [2020-12-09 17:23:48 main:574] : INFO : Epoch 656 | loss: 0.0311393 | val_loss: 0.0311601 | Time: 2446.8 ms [2020-12-09 17:23:50 main:574] : INFO : Epoch 657 | loss: 0.03114 | val_loss: 0.0311607 | Time: 2525.12 ms [2020-12-09 17:23:53 main:574] : INFO : Epoch 658 | loss: 0.0311385 | val_loss: 0.031158 | Time: 2515.73 ms [2020-12-09 17:23:55 main:574] : INFO : Epoch 659 | loss: 0.0311384 | val_loss: 0.0311593 | Time: 2458.03 ms [2020-12-09 17:23:58 main:574] : INFO : Epoch 660 | loss: 0.0311376 | val_loss: 0.0311574 | Time: 2475.9 ms [2020-12-09 17:24:01 main:574] : INFO : Epoch 661 | loss: 0.031136 | val_loss: 0.0311581 | Time: 2553.26 ms [2020-12-09 17:24:03 main:574] : INFO : Epoch 662 | loss: 0.0311371 | val_loss: 0.0311635 | Time: 2532.57 ms [2020-12-09 17:24:06 main:574] : INFO : Epoch 663 | loss: 0.0311378 | val_loss: 0.0311561 | Time: 2505.82 ms [2020-12-09 17:24:08 main:574] : INFO : Epoch 664 | loss: 0.0311348 | val_loss: 0.031158 | Time: 2534.47 ms [2020-12-09 17:24:11 main:574] : INFO : Epoch 665 | loss: 0.0311348 | val_loss: 0.0311609 | Time: 2501.19 ms [2020-12-09 17:24:13 main:574] : INFO : Epoch 666 | loss: 0.0311335 | val_loss: 0.0311585 | Time: 2507.07 ms [2020-12-09 17:24:16 main:574] : INFO : Epoch 667 | loss: 0.0311343 | val_loss: 0.0311598 | Time: 2497.01 ms [2020-12-09 17:24:18 main:574] : INFO : Epoch 668 | loss: 0.0311347 | val_loss: 0.0311597 | Time: 2500.65 ms [2020-12-09 17:24:21 main:574] : INFO : Epoch 669 | loss: 0.031133 | val_loss: 0.0311589 | Time: 2472.14 ms [2020-12-09 17:24:23 main:574] : INFO : Epoch 670 | loss: 0.031134 | val_loss: 0.0311588 | Time: 2515.72 ms [2020-12-09 17:24:26 main:574] : INFO : Epoch 671 | loss: 0.0311329 | val_loss: 0.0311574 | Time: 2505.78 ms [2020-12-09 17:24:28 main:574] : INFO : Epoch 672 | loss: 0.0311331 | val_loss: 0.0311543 | Time: 2473.92 ms [2020-12-09 17:24:31 main:574] : INFO : Epoch 673 | loss: 0.031131 | val_loss: 0.0311567 | Time: 2495.7 ms [2020-12-09 17:24:34 main:574] : INFO : Epoch 674 | loss: 0.0311297 | val_loss: 0.0311577 | Time: 2489.64 ms [2020-12-09 17:24:36 main:574] : INFO : Epoch 675 | loss: 0.0311318 | val_loss: 0.0311588 | Time: 2553.68 ms [2020-12-09 17:24:39 main:574] : INFO : Epoch 676 | loss: 0.0311304 | val_loss: 0.031159 | Time: 2503 ms [2020-12-09 17:24:41 main:574] : INFO : Epoch 677 | loss: 0.0311288 | val_loss: 0.0311604 | Time: 2511.04 ms [2020-12-09 17:24:44 main:574] : INFO : Epoch 678 | loss: 0.0311363 | val_loss: 0.0311587 | Time: 2429.7 ms [2020-12-09 17:24:46 main:574] : INFO : Epoch 679 | loss: 0.0311425 | val_loss: 0.0311604 | Time: 2512.51 ms [2020-12-09 17:24:49 main:574] : INFO : Epoch 680 | loss: 0.0311391 | val_loss: 0.0311594 | Time: 2496.21 ms [2020-12-09 17:24:51 main:574] : INFO : Epoch 681 | loss: 0.0311372 | val_loss: 0.0311585 | Time: 2520.54 ms [2020-12-09 17:24:54 main:574] : INFO : Epoch 682 | loss: 0.0311349 | val_loss: 0.031155 | Time: 2536.89 ms [2020-12-09 17:24:57 main:574] : INFO : Epoch 683 | loss: 0.0311326 | val_loss: 0.0311545 | Time: 2460.85 ms [2020-12-09 17:24:59 main:574] : INFO : Epoch 684 | loss: 0.0311326 | val_loss: 0.0311615 | Time: 2475.23 ms [2020-12-09 17:25:02 main:574] : INFO : Epoch 685 | loss: 0.031132 | val_loss: 0.0311551 | Time: 2478.14 ms [2020-12-09 17:25:04 main:574] : INFO : Epoch 686 | loss: 0.0311302 | val_loss: 0.0311616 | Time: 2511.52 ms [2020-12-09 17:25:07 main:574] : INFO : Epoch 687 | loss: 0.0311316 | val_loss: 0.0311558 | Time: 2521.07 ms [2020-12-09 17:25:09 main:574] : INFO : Epoch 688 | loss: 0.0311321 | val_loss: 0.0311654 | Time: 2474.47 ms [2020-12-09 17:25:12 main:574] : INFO : Epoch 689 | loss: 0.0311326 | val_loss: 0.0311632 | Time: 2427.43 ms [2020-12-09 17:25:14 main:574] : INFO : Epoch 690 | loss: 0.0311339 | val_loss: 0.0311565 | Time: 2488.99 ms [2020-12-09 17:25:17 main:574] : INFO : Epoch 691 | loss: 0.0311329 | val_loss: 0.0311686 | Time: 2448.75 ms [2020-12-09 17:25:19 main:574] : INFO : Epoch 692 | loss: 0.0311314 | val_loss: 0.0311545 | Time: 2471.78 ms [2020-12-09 17:25:22 main:574] : INFO : Epoch 693 | loss: 0.0311301 | val_loss: 0.0311577 | Time: 2512.23 ms [2020-12-09 17:25:24 main:574] : INFO : Epoch 694 | loss: 0.0311345 | val_loss: 0.0311603 | Time: 2488.32 ms [2020-12-09 17:25:27 main:574] : INFO : Epoch 695 | loss: 0.0311364 | val_loss: 0.0311624 | Time: 2496.14 ms [2020-12-09 17:25:30 main:574] : INFO : Epoch 696 | loss: 0.0311333 | val_loss: 0.0311589 | Time: 2519.3 ms [2020-12-09 17:25:32 main:574] : INFO : Epoch 697 | loss: 0.0311314 | val_loss: 0.0311549 | Time: 2464.28 ms [2020-12-09 17:25:35 main:574] : INFO : Epoch 698 | loss: 0.0311332 | val_loss: 0.0311539 | Time: 2451.08 ms [2020-12-09 17:25:37 main:574] : INFO : Epoch 699 | loss: 0.0311317 | val_loss: 0.0311553 | Time: 2519.16 ms [2020-12-09 17:25:40 main:574] : INFO : Epoch 700 | loss: 0.0311312 | val_loss: 0.0311559 | Time: 2474.1 ms [2020-12-09 17:25:42 main:574] : INFO : Epoch 701 | loss: 0.0311289 | val_loss: 0.0311545 | Time: 2455.69 ms [2020-12-09 17:25:45 main:574] : INFO : Epoch 702 | loss: 0.0311315 | val_loss: 0.0311554 | Time: 2506.47 ms [2020-12-09 17:25:47 main:574] : INFO : Epoch 703 | loss: 0.031131 | val_loss: 0.0311569 | Time: 2469.97 ms [2020-12-09 17:25:50 main:574] : INFO : Epoch 704 | loss: 0.0311315 | val_loss: 0.0311524 | Time: 2461.74 ms [2020-12-09 17:25:52 main:574] : INFO : Epoch 705 | loss: 0.0311289 | val_loss: 0.0311547 | Time: 2458.79 ms [2020-12-09 17:25:55 main:574] : INFO : Epoch 706 | loss: 0.0311285 | val_loss: 0.0311542 | Time: 2496.27 ms [2020-12-09 17:25:57 main:574] : INFO : Epoch 707 | loss: 0.0311299 | val_loss: 0.0311593 | Time: 2519.41 ms [2020-12-09 17:26:00 main:574] : INFO : Epoch 708 | loss: 0.0311318 | val_loss: 0.0311604 | Time: 2599.89 ms [2020-12-09 17:26:02 main:574] : INFO : Epoch 709 | loss: 0.0311301 | val_loss: 0.0311569 | Time: 2455.47 ms [2020-12-09 17:26:05 main:574] : INFO : Epoch 710 | loss: 0.0311268 | val_loss: 0.0311597 | Time: 2499.63 ms [2020-12-09 17:26:07 main:574] : INFO : Epoch 711 | loss: 0.0311276 | val_loss: 0.0311595 | Time: 2443.74 ms [2020-12-09 17:26:10 main:574] : INFO : Epoch 712 | loss: 0.0311269 | val_loss: 0.0311591 | Time: 2539.41 ms [2020-12-09 17:26:12 main:574] : INFO : Epoch 713 | loss: 0.0311278 | val_loss: 0.0311568 | Time: 2484.64 ms [2020-12-09 17:26:15 main:574] : INFO : Epoch 714 | loss: 0.0311315 | val_loss: 0.0311548 | Time: 2513.73 ms [2020-12-09 17:26:18 main:574] : INFO : Epoch 715 | loss: 0.0311327 | val_loss: 0.0311535 | Time: 2496.3 ms [2020-12-09 17:26:20 main:574] : INFO : Epoch 716 | loss: 0.0311323 | val_loss: 0.0311563 | Time: 2508.26 ms [2020-12-09 17:26:23 main:574] : INFO : Epoch 717 | loss: 0.0311293 | val_loss: 0.0311534 | Time: 2534.85 ms [2020-12-09 17:26:25 main:574] : INFO : Epoch 718 | loss: 0.0311294 | val_loss: 0.0311563 | Time: 2480.45 ms [2020-12-09 17:26:28 main:574] : INFO : Epoch 719 | loss: 0.0311264 | val_loss: 0.0311575 | Time: 2555.61 ms [2020-12-09 17:26:30 main:574] : INFO : Epoch 720 | loss: 0.0311265 | val_loss: 0.0311573 | Time: 2485.28 ms [2020-12-09 17:26:33 main:574] : INFO : Epoch 721 | loss: 0.0311253 | val_loss: 0.0311557 | Time: 2501.56 ms [2020-12-09 17:26:35 main:574] : INFO : Epoch 722 | loss: 0.0311275 | val_loss: 0.0311591 | Time: 2496.82 ms [2020-12-09 17:26:38 main:574] : INFO : Epoch 723 | loss: 0.0311273 | val_loss: 0.0311569 | Time: 2518.11 ms [2020-12-09 17:26:40 main:574] : INFO : Epoch 724 | loss: 0.0311271 | val_loss: 0.031156 | Time: 2485.15 ms [2020-12-09 17:26:43 main:574] : INFO : Epoch 725 | loss: 0.0311268 | val_loss: 0.0311592 | Time: 2492.19 ms [2020-12-09 17:26:46 main:574] : INFO : Epoch 726 | loss: 0.0311284 | val_loss: 0.0311585 | Time: 2477.64 ms [2020-12-09 17:26:48 main:574] : INFO : Epoch 727 | loss: 0.0311247 | val_loss: 0.031156 | Time: 2555.64 ms [2020-12-09 17:26:51 main:574] : INFO : Epoch 728 | loss: 0.0311281 | val_loss: 0.0311582 | Time: 2485.93 ms [2020-12-09 17:26:53 main:574] : INFO : Epoch 729 | loss: 0.0311273 | val_loss: 0.0311585 | Time: 2490.64 ms [2020-12-09 17:26:56 main:574] : INFO : Epoch 730 | loss: 0.031127 | val_loss: 0.0311554 | Time: 2434.02 ms [2020-12-09 17:26:58 main:574] : INFO : Epoch 731 | loss: 0.0311259 | val_loss: 0.03116 | Time: 2506.34 ms [2020-12-09 17:27:01 main:574] : INFO : Epoch 732 | loss: 0.0311241 | val_loss: 0.031155 | Time: 2577.64 ms [2020-12-09 17:27:03 main:574] : INFO : Epoch 733 | loss: 0.031124 | val_loss: 0.0311562 | Time: 2466.57 ms [2020-12-09 17:27:06 main:574] : INFO : Epoch 734 | loss: 0.0311277 | val_loss: 0.0311563 | Time: 2533.15 ms [2020-12-09 17:27:08 main:574] : INFO : Epoch 735 | loss: 0.0311264 | val_loss: 0.0311561 | Time: 2489.03 ms [2020-12-09 17:27:11 main:574] : INFO : Epoch 736 | loss: 0.0311292 | val_loss: 0.0311587 | Time: 2425.91 ms [2020-12-09 17:27:13 main:574] : INFO : Epoch 737 | loss: 0.0311296 | val_loss: 0.0311581 | Time: 2564.86 ms [2020-12-09 17:27:16 main:574] : INFO : Epoch 738 | loss: 0.0311273 | val_loss: 0.0311604 | Time: 2528.66 ms [2020-12-09 17:27:19 main:574] : INFO : Epoch 739 | loss: 0.0311269 | val_loss: 0.0311553 | Time: 2456.42 ms [2020-12-09 17:27:21 main:574] : INFO : Epoch 740 | loss: 0.0311246 | val_loss: 0.0311575 | Time: 2853.66 ms [2020-12-09 17:27:24 main:574] : INFO : Epoch 741 | loss: 0.0311251 | val_loss: 0.0311553 | Time: 2687.77 ms [2020-12-09 17:27:27 main:574] : INFO : Epoch 742 | loss: 0.0311238 | val_loss: 0.0311599 | Time: 2528.77 ms [2020-12-09 17:27:29 main:574] : INFO : Epoch 743 | loss: 0.0311243 | val_loss: 0.0311577 | Time: 2448.49 ms [2020-12-09 17:27:32 main:574] : INFO : Epoch 744 | loss: 0.0311249 | val_loss: 0.0311575 | Time: 2485.11 ms [2020-12-09 17:27:34 main:574] : INFO : Epoch 745 | loss: 0.031128 | val_loss: 0.031152 | Time: 2504.28 ms [2020-12-09 17:27:37 main:574] : INFO : Epoch 746 | loss: 0.0311275 | val_loss: 0.0311568 | Time: 2509.05 ms [2020-12-09 17:27:40 main:574] : INFO : Epoch 747 | loss: 0.0311249 | val_loss: 0.0311567 | Time: 2522.04 ms [2020-12-09 17:27:42 main:574] : INFO : Epoch 748 | loss: 0.0311243 | val_loss: 0.0311551 | Time: 2539.82 ms [2020-12-09 17:27:45 main:574] : INFO : Epoch 749 | loss: 0.0311249 | val_loss: 0.0311535 | Time: 2472.33 ms [2020-12-09 17:27:47 main:574] : INFO : Epoch 750 | loss: 0.031129 | val_loss: 0.0311552 | Time: 2573.71 ms [2020-12-09 17:27:50 main:574] : INFO : Epoch 751 | loss: 0.0311287 | val_loss: 0.0311623 | Time: 2553.38 ms [2020-12-09 17:27:52 main:574] : INFO : Epoch 752 | loss: 0.0311262 | val_loss: 0.0311596 | Time: 2496.03 ms [2020-12-09 17:27:55 main:574] : INFO : Epoch 753 | loss: 0.0311267 | val_loss: 0.0311584 | Time: 2471.97 ms [2020-12-09 17:27:57 main:574] : INFO : Epoch 754 | loss: 0.0311274 | val_loss: 0.0311617 | Time: 2459.9 ms [2020-12-09 17:28:00 main:574] : INFO : Epoch 755 | loss: 0.0311312 | val_loss: 0.0311533 | Time: 2576.55 ms [2020-12-09 17:28:03 main:574] : INFO : Epoch 756 | loss: 0.0311289 | val_loss: 0.0311531 | Time: 2512.2 ms [2020-12-09 17:28:05 main:574] : INFO : Epoch 757 | loss: 0.0311285 | val_loss: 0.0311578 | Time: 2490.6 ms [2020-12-09 17:28:08 main:574] : INFO : Epoch 758 | loss: 0.0311266 | val_loss: 0.0311586 | Time: 2455.5 ms [2020-12-09 17:28:10 main:574] : INFO : Epoch 759 | loss: 0.0311277 | val_loss: 0.0311599 | Time: 2505.77 ms [2020-12-09 17:28:13 main:574] : INFO : Epoch 760 | loss: 0.0311292 | val_loss: 0.0311558 | Time: 2494.17 ms [2020-12-09 17:28:15 main:574] : INFO : Epoch 761 | loss: 0.0311308 | val_loss: 0.0311597 | Time: 2456.67 ms [2020-12-09 17:28:18 main:574] : INFO : Epoch 762 | loss: 0.0311257 | val_loss: 0.0311567 | Time: 2455.77 ms [2020-12-09 17:28:20 main:574] : INFO : Epoch 763 | loss: 0.03113 | val_loss: 0.0311573 | Time: 2437.24 ms [2020-12-09 17:28:23 main:574] : INFO : Epoch 764 | loss: 0.0311346 | val_loss: 0.031153 | Time: 2512.11 ms [2020-12-09 17:28:25 main:574] : INFO : Epoch 765 | loss: 0.0311314 | val_loss: 0.0311547 | Time: 2557.32 ms [2020-12-09 17:28:28 main:574] : INFO : Epoch 766 | loss: 0.0311264 | val_loss: 0.0311591 | Time: 2488.26 ms [2020-12-09 17:28:30 main:574] : INFO : Epoch 767 | loss: 0.0311273 | val_loss: 0.0311573 | Time: 2556.94 ms [2020-12-09 17:28:33 main:574] : INFO : Epoch 768 | loss: 0.0311289 | val_loss: 0.0311598 | Time: 2504.97 ms [2020-12-09 17:28:35 main:574] : INFO : Epoch 769 | loss: 0.0311335 | val_loss: 0.0311612 | Time: 2451.48 ms [2020-12-09 17:28:38 main:574] : INFO : Epoch 770 | loss: 0.0311329 | val_loss: 0.0311597 | Time: 2481.16 ms [2020-12-09 17:28:41 main:574] : INFO : Epoch 771 | loss: 0.0311314 | val_loss: 0.0311617 | Time: 2515.82 ms [2020-12-09 17:28:43 main:574] : INFO : Epoch 772 | loss: 0.0311318 | val_loss: 0.0311552 | Time: 2489.73 ms [2020-12-09 17:28:46 main:574] : INFO : Epoch 773 | loss: 0.0311303 | val_loss: 0.0311612 | Time: 2552.56 ms [2020-12-09 17:28:48 main:574] : INFO : Epoch 774 | loss: 0.0311329 | val_loss: 0.0311561 | Time: 2523.5 ms [2020-12-09 17:28:51 main:574] : INFO : Epoch 775 | loss: 0.0311275 | val_loss: 0.0311568 | Time: 2531.51 ms [2020-12-09 17:28:53 main:574] : INFO : Epoch 776 | loss: 0.0311255 | val_loss: 0.0311571 | Time: 2500.01 ms [2020-12-09 17:28:56 main:574] : INFO : Epoch 777 | loss: 0.0311268 | val_loss: 0.0311589 | Time: 2486.25 ms [2020-12-09 17:28:58 main:574] : INFO : Epoch 778 | loss: 0.031127 | val_loss: 0.0311582 | Time: 2473.36 ms [2020-12-09 17:29:01 main:574] : INFO : Epoch 779 | loss: 0.031123 | val_loss: 0.0311554 | Time: 2654.54 ms [2020-12-09 17:29:04 main:574] : INFO : Epoch 780 | loss: 0.0311219 | val_loss: 0.0311595 | Time: 2478.57 ms [2020-12-09 17:29:06 main:574] : INFO : Epoch 781 | loss: 0.0311214 | val_loss: 0.031161 | Time: 2499.91 ms [2020-12-09 17:29:09 main:574] : INFO : Epoch 782 | loss: 0.0311214 | val_loss: 0.0311545 | Time: 2573.4 ms [2020-12-09 17:29:11 main:574] : INFO : Epoch 783 | loss: 0.0311211 | val_loss: 0.031158 | Time: 2500.75 ms [2020-12-09 17:29:14 main:574] : INFO : Epoch 784 | loss: 0.0311231 | val_loss: 0.031158 | Time: 2528.67 ms [2020-12-09 17:29:16 main:574] : INFO : Epoch 785 | loss: 0.031122 | val_loss: 0.031163 | Time: 2497.77 ms [2020-12-09 17:29:19 main:574] : INFO : Epoch 786 | loss: 0.0311218 | val_loss: 0.0311551 | Time: 2511.54 ms [2020-12-09 17:29:22 main:574] : INFO : Epoch 787 | loss: 0.031121 | val_loss: 0.0311547 | Time: 2583.44 ms [2020-12-09 17:29:24 main:574] : INFO : Epoch 788 | loss: 0.0311204 | val_loss: 0.0311568 | Time: 2504.38 ms [2020-12-09 17:29:27 main:574] : INFO : Epoch 789 | loss: 0.0311215 | val_loss: 0.031156 | Time: 2505.68 ms [2020-12-09 17:29:29 main:574] : INFO : Epoch 790 | loss: 0.0311216 | val_loss: 0.0311614 | Time: 2479.51 ms [2020-12-09 17:29:32 main:574] : INFO : Epoch 791 | loss: 0.0311304 | val_loss: 0.0311547 | Time: 2509.47 ms [2020-12-09 17:29:34 main:574] : INFO : Epoch 792 | loss: 0.0311328 | val_loss: 0.0311575 | Time: 2499.52 ms [2020-12-09 17:29:37 main:574] : INFO : Epoch 793 | loss: 0.0311349 | val_loss: 0.0311594 | Time: 2524.5 ms [2020-12-09 17:29:39 main:574] : INFO : Epoch 794 | loss: 0.0311314 | val_loss: 0.0311602 | Time: 2543.25 ms [2020-12-09 17:29:42 main:574] : INFO : Epoch 795 | loss: 0.0311323 | val_loss: 0.0311594 | Time: 2450.66 ms [2020-12-09 17:29:44 main:574] : INFO : Epoch 796 | loss: 0.0311313 | val_loss: 0.0311588 | Time: 2469.48 ms [2020-12-09 17:29:47 main:574] : INFO : Epoch 797 | loss: 0.0311381 | val_loss: 0.0311576 | Time: 2484.19 ms [2020-12-09 17:29:50 main:574] : INFO : Epoch 798 | loss: 0.0311396 | val_loss: 0.0311573 | Time: 2531.97 ms [2020-12-09 17:29:52 main:574] : INFO : Epoch 799 | loss: 0.03114 | val_loss: 0.0311625 | Time: 2511.51 ms [2020-12-09 17:29:55 main:574] : INFO : Epoch 800 | loss: 0.0311366 | val_loss: 0.0311616 | Time: 2587.85 ms [2020-12-09 17:29:57 main:574] : INFO : Epoch 801 | loss: 0.0311357 | val_loss: 0.0311578 | Time: 2504.09 ms [2020-12-09 17:30:00 main:574] : INFO : Epoch 802 | loss: 0.0311369 | val_loss: 0.0311557 | Time: 2458 ms [2020-12-09 17:30:02 main:574] : INFO : Epoch 803 | loss: 0.0311396 | val_loss: 0.0311568 | Time: 2559.37 ms [2020-12-09 17:30:05 main:574] : INFO : Epoch 804 | loss: 0.0311373 | val_loss: 0.0311579 | Time: 2636.11 ms [2020-12-09 17:30:07 main:574] : INFO : Epoch 805 | loss: 0.0311336 | val_loss: 0.0311618 | Time: 2454.76 ms [2020-12-09 17:30:10 main:574] : INFO : Epoch 806 | loss: 0.0311339 | val_loss: 0.0311593 | Time: 2543.7 ms [2020-12-09 17:30:13 main:574] : INFO : Epoch 807 | loss: 0.0311317 | val_loss: 0.0311601 | Time: 2535.49 ms [2020-12-09 17:30:15 main:574] : INFO : Epoch 808 | loss: 0.0311317 | val_loss: 0.0311608 | Time: 2531.24 ms [2020-12-09 17:30:18 main:574] : INFO : Epoch 809 | loss: 0.0311304 | val_loss: 0.0311623 | Time: 2486.24 ms [2020-12-09 17:30:20 main:574] : INFO : Epoch 810 | loss: 0.0311301 | val_loss: 0.0311559 | Time: 2487.74 ms [2020-12-09 17:30:23 main:574] : INFO : Epoch 811 | loss: 0.0311298 | val_loss: 0.03116 | Time: 2510.03 ms [2020-12-09 17:30:25 main:574] : INFO : Epoch 812 | loss: 0.0311286 | val_loss: 0.0311587 | Time: 2481.27 ms [2020-12-09 17:30:28 main:574] : INFO : Epoch 813 | loss: 0.0311304 | val_loss: 0.0311602 | Time: 2527.57 ms [2020-12-09 17:30:31 main:574] : INFO : Epoch 814 | loss: 0.0311271 | val_loss: 0.0311581 | Time: 2529.04 ms [2020-12-09 17:30:33 main:574] : INFO : Epoch 815 | loss: 0.0311288 | val_loss: 0.0311592 | Time: 2528.28 ms [2020-12-09 17:30:36 main:574] : INFO : Epoch 816 | loss: 0.031127 | val_loss: 0.0311585 | Time: 2583.38 ms [2020-12-09 17:30:38 main:574] : INFO : Epoch 817 | loss: 0.0311256 | val_loss: 0.0311602 | Time: 2514.06 ms [2020-12-09 17:30:41 main:574] : INFO : Epoch 818 | loss: 0.0311272 | val_loss: 0.031157 | Time: 2548.79 ms [2020-12-09 17:30:43 main:574] : INFO : Epoch 819 | loss: 0.0311277 | val_loss: 0.031159 | Time: 2535.5 ms [2020-12-09 17:30:46 main:574] : INFO : Epoch 820 | loss: 0.0311265 | val_loss: 0.0311592 | Time: 2498.85 ms [2020-12-09 17:30:49 main:574] : INFO : Epoch 821 | loss: 0.031131 | val_loss: 0.0311554 | Time: 2479.31 ms [2020-12-09 17:30:51 main:574] : INFO : Epoch 822 | loss: 0.031134 | val_loss: 0.0311674 | Time: 2505.97 ms [2020-12-09 17:30:54 main:574] : INFO : Epoch 823 | loss: 0.0311364 | val_loss: 0.0311621 | Time: 2493.73 ms [2020-12-09 17:30:56 main:574] : INFO : Epoch 824 | loss: 0.0311367 | val_loss: 0.0311614 | Time: 2536.31 ms [2020-12-09 17:30:59 main:574] : INFO : Epoch 825 | loss: 0.0311354 | val_loss: 0.0311669 | Time: 2489.36 ms [2020-12-09 17:31:01 main:574] : INFO : Epoch 826 | loss: 0.0311347 | val_loss: 0.0311615 | Time: 2500.34 ms [2020-12-09 17:31:04 main:574] : INFO : Epoch 827 | loss: 0.0311318 | val_loss: 0.0311621 | Time: 2589.93 ms [2020-12-09 17:31:06 main:574] : INFO : Epoch 828 | loss: 0.0311298 | val_loss: 0.0311584 | Time: 2540.56 ms [2020-12-09 17:31:09 main:574] : INFO : Epoch 829 | loss: 0.0311302 | val_loss: 0.031163 | Time: 2504.31 ms [2020-12-09 17:31:11 main:574] : INFO : Epoch 830 | loss: 0.0311286 | val_loss: 0.0311578 | Time: 2458.29 ms [2020-12-09 17:31:14 main:574] : INFO : Epoch 831 | loss: 0.0311313 | val_loss: 0.0311661 | Time: 2527.88 ms [2020-12-09 17:31:17 main:574] : INFO : Epoch 832 | loss: 0.0311336 | val_loss: 0.0311583 | Time: 2488.42 ms [2020-12-09 17:31:19 main:574] : INFO : Epoch 833 | loss: 0.031132 | val_loss: 0.0311622 | Time: 2545.21 ms [2020-12-09 17:31:22 main:574] : INFO : Epoch 834 | loss: 0.0311326 | val_loss: 0.0311575 | Time: 2541.64 ms [2020-12-09 17:31:24 main:574] : INFO : Epoch 835 | loss: 0.0311354 | val_loss: 0.0311838 | Time: 2563.24 ms [2020-12-09 17:31:27 main:574] : INFO : Epoch 836 | loss: 0.0311637 | val_loss: 0.0316784 | Time: 2519.58 ms [2020-12-09 17:31:29 main:574] : INFO : Epoch 837 | loss: 0.0370175 | val_loss: 0.0872481 | Time: 2551.8 ms [2020-12-09 17:31:32 main:574] : INFO : Epoch 838 | loss: 0.0430666 | val_loss: 0.0333228 | Time: 2568.35 ms [2020-12-09 17:31:35 main:574] : INFO : Epoch 839 | loss: 0.0323433 | val_loss: 0.0316203 | Time: 2528.16 ms [2020-12-09 17:31:37 main:574] : INFO : Epoch 840 | loss: 0.0314341 | val_loss: 0.0313145 | Time: 2499.8 ms [2020-12-09 17:31:40 main:574] : INFO : Epoch 841 | loss: 0.0312725 | val_loss: 0.0312467 | Time: 2544.37 ms [2020-12-09 17:31:42 main:574] : INFO : Epoch 842 | loss: 0.0312437 | val_loss: 0.0312368 | Time: 2533.33 ms [2020-12-09 17:31:45 main:574] : INFO : Epoch 843 | loss: 0.0312335 | val_loss: 0.0312281 | Time: 2603.31 ms [2020-12-09 17:31:48 main:574] : INFO : Epoch 844 | loss: 0.0312218 | val_loss: 0.0312174 | Time: 2540.98 ms [2020-12-09 17:31:50 main:574] : INFO : Epoch 845 | loss: 0.0312136 | val_loss: 0.0312111 | Time: 2537.04 ms [2020-12-09 17:31:53 main:574] : INFO : Epoch 846 | loss: 0.031206 | val_loss: 0.031204 | Time: 2513.63 ms [2020-12-09 17:31:55 main:574] : INFO : Epoch 847 | loss: 0.0311989 | val_loss: 0.0311982 | Time: 2537.43 ms [2020-12-09 17:31:58 main:574] : INFO : Epoch 848 | loss: 0.0311928 | val_loss: 0.0311916 | Time: 2502.28 ms [2020-12-09 17:32:00 main:574] : INFO : Epoch 849 | loss: 0.0311873 | val_loss: 0.0311872 | Time: 2576.84 ms [2020-12-09 17:32:03 main:574] : INFO : Epoch 850 | loss: 0.0311834 | val_loss: 0.031185 | Time: 2583.31 ms [2020-12-09 17:32:06 main:574] : INFO : Epoch 851 | loss: 0.0311813 | val_loss: 0.0311832 | Time: 2523.06 ms [2020-12-09 17:32:08 main:574] : INFO : Epoch 852 | loss: 0.0311789 | val_loss: 0.031181 | Time: 2483.65 ms [2020-12-09 17:32:11 main:574] : INFO : Epoch 853 | loss: 0.0311777 | val_loss: 0.0311805 | Time: 2515.05 ms [2020-12-09 17:32:13 main:574] : INFO : Epoch 854 | loss: 0.0311761 | val_loss: 0.0311779 | Time: 2517.87 ms [2020-12-09 17:32:16 main:574] : INFO : Epoch 855 | loss: 0.0311741 | val_loss: 0.0311756 | Time: 2599.1 ms [2020-12-09 17:32:18 main:574] : INFO : Epoch 856 | loss: 0.0311734 | val_loss: 0.0311744 | Time: 2450.15 ms [2020-12-09 17:32:21 main:574] : INFO : Epoch 857 | loss: 0.0311703 | val_loss: 0.0311713 | Time: 2554.67 ms [2020-12-09 17:32:23 main:574] : INFO : Epoch 858 | loss: 0.031166 | val_loss: 0.0311662 | Time: 2443.55 ms [2020-12-09 17:32:26 main:574] : INFO : Epoch 859 | loss: 0.0311625 | val_loss: 0.0311643 | Time: 2503.66 ms [2020-12-09 17:32:29 main:574] : INFO : Epoch 860 | loss: 0.0311615 | val_loss: 0.031164 | Time: 2578.62 ms [2020-12-09 17:32:31 main:574] : INFO : Epoch 861 | loss: 0.0311603 | val_loss: 0.0311617 | Time: 2444.39 ms [2020-12-09 17:32:34 main:574] : INFO : Epoch 862 | loss: 0.0311574 | val_loss: 0.0311615 | Time: 2525.75 ms [2020-12-09 17:32:36 main:574] : INFO : Epoch 863 | loss: 0.0311566 | val_loss: 0.0311604 | Time: 2507.8 ms [2020-12-09 17:32:39 main:574] : INFO : Epoch 864 | loss: 0.0311553 | val_loss: 0.0311611 | Time: 2487.81 ms [2020-12-09 17:32:41 main:574] : INFO : Epoch 865 | loss: 0.031155 | val_loss: 0.0311607 | Time: 2497.54 ms [2020-12-09 17:32:44 main:574] : INFO : Epoch 866 | loss: 0.0311545 | val_loss: 0.0311603 | Time: 2485.56 ms [2020-12-09 17:32:46 main:574] : INFO : Epoch 867 | loss: 0.0311531 | val_loss: 0.0311604 | Time: 2536.53 ms [2020-12-09 17:32:49 main:574] : INFO : Epoch 868 | loss: 0.0311531 | val_loss: 0.0311605 | Time: 2474.11 ms [2020-12-09 17:32:52 main:574] : INFO : Epoch 869 | loss: 0.0311536 | val_loss: 0.03116 | Time: 2505.81 ms [2020-12-09 17:32:54 main:574] : INFO : Epoch 870 | loss: 0.0311531 | val_loss: 0.0311588 | Time: 2545.35 ms [2020-12-09 17:32:57 main:574] : INFO : Epoch 871 | loss: 0.0311521 | val_loss: 0.0311591 | Time: 2489.8 ms [2020-12-09 17:32:59 main:574] : INFO : Epoch 872 | loss: 0.0311511 | val_loss: 0.0311586 | Time: 2467.64 ms [2020-12-09 17:33:02 main:574] : INFO : Epoch 873 | loss: 0.0311501 | val_loss: 0.0311601 | Time: 2510.38 ms [2020-12-09 17:33:04 main:574] : INFO : Epoch 874 | loss: 0.0311485 | val_loss: 0.0311579 | Time: 2464.01 ms [2020-12-09 17:33:07 main:574] : INFO : Epoch 875 | loss: 0.0311484 | val_loss: 0.0311569 | Time: 2520.79 ms [2020-12-09 17:33:09 main:574] : INFO : Epoch 876 | loss: 0.0311468 | val_loss: 0.0311591 | Time: 2472.86 ms [2020-12-09 17:33:12 main:574] : INFO : Epoch 877 | loss: 0.0311456 | val_loss: 0.0311569 | Time: 2427.81 ms [2020-12-09 17:33:14 main:574] : INFO : Epoch 878 | loss: 0.0311465 | val_loss: 0.0311574 | Time: 2432.62 ms [2020-12-09 17:33:17 main:574] : INFO : Epoch 879 | loss: 0.0311455 | val_loss: 0.0311576 | Time: 2573.24 ms [2020-12-09 17:33:19 main:574] : INFO : Epoch 880 | loss: 0.0311442 | val_loss: 0.031157 | Time: 2439.75 ms [2020-12-09 17:33:22 main:574] : INFO : Epoch 881 | loss: 0.0311434 | val_loss: 0.0311558 | Time: 2454.07 ms [2020-12-09 17:33:24 main:574] : INFO : Epoch 882 | loss: 0.0311427 | val_loss: 0.031158 | Time: 2518.18 ms [2020-12-09 17:33:27 main:574] : INFO : Epoch 883 | loss: 0.0311427 | val_loss: 0.0311557 | Time: 2486.16 ms [2020-12-09 17:33:29 main:574] : INFO : Epoch 884 | loss: 0.0311415 | val_loss: 0.0311558 | Time: 2463.43 ms [2020-12-09 17:33:32 main:574] : INFO : Epoch 885 | loss: 0.0311418 | val_loss: 0.0311565 | Time: 2535.3 ms [2020-12-09 17:33:35 main:574] : INFO : Epoch 886 | loss: 0.0311411 | val_loss: 0.0311568 | Time: 2494.8 ms [2020-12-09 17:33:37 main:574] : INFO : Epoch 887 | loss: 0.0311398 | val_loss: 0.0311573 | Time: 2541.5 ms [2020-12-09 17:33:40 main:574] : INFO : Epoch 888 | loss: 0.0311402 | val_loss: 0.0311577 | Time: 2486.01 ms [2020-12-09 17:33:42 main:574] : INFO : Epoch 889 | loss: 0.0311401 | val_loss: 0.0311577 | Time: 2447.01 ms [2020-12-09 17:33:45 main:574] : INFO : Epoch 890 | loss: 0.0311386 | val_loss: 0.0311561 | Time: 2495.16 ms [2020-12-09 17:33:47 main:574] : INFO : Epoch 891 | loss: 0.0311373 | val_loss: 0.0311548 | Time: 2448.63 ms [2020-12-09 17:33:50 main:574] : INFO : Epoch 892 | loss: 0.0311369 | val_loss: 0.0311546 | Time: 2606.63 ms [2020-12-09 17:33:52 main:574] : INFO : Epoch 893 | loss: 0.031136 | val_loss: 0.0311547 | Time: 2511.53 ms [2020-12-09 17:33:55 main:574] : INFO : Epoch 894 | loss: 0.031136 | val_loss: 0.0311549 | Time: 2497.98 ms [2020-12-09 17:33:57 main:574] : INFO : Epoch 895 | loss: 0.0311363 | val_loss: 0.0311541 | Time: 2473.66 ms [2020-12-09 17:34:00 main:574] : INFO : Epoch 896 | loss: 0.0311367 | val_loss: 0.0311553 | Time: 2538.36 ms [2020-12-09 17:34:02 main:574] : INFO : Epoch 897 | loss: 0.0311385 | val_loss: 0.0311536 | Time: 2499.2 ms [2020-12-09 17:34:05 main:574] : INFO : Epoch 898 | loss: 0.0311377 | val_loss: 0.0311555 | Time: 2508.58 ms [2020-12-09 17:34:08 main:574] : INFO : Epoch 899 | loss: 0.0311374 | val_loss: 0.0311552 | Time: 2532.12 ms [2020-12-09 17:34:10 main:574] : INFO : Epoch 900 | loss: 0.0311366 | val_loss: 0.0311549 | Time: 2545.19 ms [2020-12-09 17:34:13 main:574] : INFO : Epoch 901 | loss: 0.0311355 | val_loss: 0.0311532 | Time: 2559.64 ms [2020-12-09 17:34:15 main:574] : INFO : Epoch 902 | loss: 0.0311371 | val_loss: 0.031158 | Time: 2425.79 ms [2020-12-09 17:34:18 main:574] : INFO : Epoch 903 | loss: 0.0311368 | val_loss: 0.0311524 | Time: 2502.82 ms [2020-12-09 17:34:20 main:574] : INFO : Epoch 904 | loss: 0.0311342 | val_loss: 0.031154 | Time: 2476.84 ms [2020-12-09 17:34:23 main:574] : INFO : Epoch 905 | loss: 0.0311345 | val_loss: 0.0311557 | Time: 2453.94 ms [2020-12-09 17:34:25 main:574] : INFO : Epoch 906 | loss: 0.0311351 | val_loss: 0.0311532 | Time: 2452.27 ms [2020-12-09 17:34:28 main:574] : INFO : Epoch 907 | loss: 0.0311334 | val_loss: 0.0311554 | Time: 2467.55 ms [2020-12-09 17:34:30 main:574] : INFO : Epoch 908 | loss: 0.0311334 | val_loss: 0.0311535 | Time: 2459.7 ms [2020-12-09 17:34:33 main:574] : INFO : Epoch 909 | loss: 0.0311313 | val_loss: 0.0311528 | Time: 2451.2 ms [2020-12-09 17:34:35 main:574] : INFO : Epoch 910 | loss: 0.0311326 | val_loss: 0.0311517 | Time: 2574.38 ms [2020-12-09 17:34:38 main:574] : INFO : Epoch 911 | loss: 0.0311335 | val_loss: 0.0311529 | Time: 2478.21 ms [2020-12-09 17:34:40 main:574] : INFO : Epoch 912 | loss: 0.0311332 | val_loss: 0.0311561 | Time: 2496.7 ms [2020-12-09 17:34:43 main:574] : INFO : Epoch 913 | loss: 0.0311328 | val_loss: 0.0311527 | Time: 2508.55 ms [2020-12-09 17:34:46 main:574] : INFO : Epoch 914 | loss: 0.0311343 | val_loss: 0.0311527 | Time: 2495.01 ms [2020-12-09 17:34:48 main:574] : INFO : Epoch 915 | loss: 0.0311353 | val_loss: 0.0311563 | Time: 2512.96 ms [2020-12-09 17:34:51 main:574] : INFO : Epoch 916 | loss: 0.0311356 | val_loss: 0.031153 | Time: 2558.76 ms [2020-12-09 17:34:53 main:574] : INFO : Epoch 917 | loss: 0.0311327 | val_loss: 0.0311509 | Time: 2449.84 ms [2020-12-09 17:34:56 main:574] : INFO : Epoch 918 | loss: 0.0311316 | val_loss: 0.0311573 | Time: 2456.27 ms [2020-12-09 17:34:58 main:574] : INFO : Epoch 919 | loss: 0.031132 | val_loss: 0.0311532 | Time: 2431.63 ms [2020-12-09 17:35:01 main:574] : INFO : Epoch 920 | loss: 0.0311321 | val_loss: 0.0311522 | Time: 2526.71 ms [2020-12-09 17:35:03 main:574] : INFO : Epoch 921 | loss: 0.0311302 | val_loss: 0.0311526 | Time: 2455.54 ms [2020-12-09 17:35:06 main:574] : INFO : Epoch 922 | loss: 0.0311317 | val_loss: 0.0311542 | Time: 2521.47 ms [2020-12-09 17:35:08 main:574] : INFO : Epoch 923 | loss: 0.0311345 | val_loss: 0.0311553 | Time: 2591.34 ms [2020-12-09 17:35:11 main:574] : INFO : Epoch 924 | loss: 0.0311352 | val_loss: 0.0311517 | Time: 2487.83 ms [2020-12-09 17:35:13 main:574] : INFO : Epoch 925 | loss: 0.0311312 | val_loss: 0.0311533 | Time: 2463.55 ms [2020-12-09 17:35:16 main:574] : INFO : Epoch 926 | loss: 0.0311322 | val_loss: 0.0311497 | Time: 2513.75 ms [2020-12-09 17:35:18 main:574] : INFO : Epoch 927 | loss: 0.0311391 | val_loss: 0.0311596 | Time: 2505.53 ms [2020-12-09 17:35:21 main:574] : INFO : Epoch 928 | loss: 0.0311468 | val_loss: 0.0311561 | Time: 2523.65 ms [2020-12-09 17:35:24 main:574] : INFO : Epoch 929 | loss: 0.0311426 | val_loss: 0.0311537 | Time: 2468.04 ms [2020-12-09 17:35:26 main:574] : INFO : Epoch 930 | loss: 0.0311408 | val_loss: 0.031155 | Time: 2493.57 ms [2020-12-09 17:35:29 main:574] : INFO : Epoch 931 | loss: 0.0311387 | val_loss: 0.0311556 | Time: 2440.66 ms [2020-12-09 17:35:31 main:574] : INFO : Epoch 932 | loss: 0.0311374 | val_loss: 0.0311568 | Time: 2498.19 ms [2020-12-09 17:35:34 main:574] : INFO : Epoch 933 | loss: 0.0311362 | val_loss: 0.0311525 | Time: 2475.49 ms [2020-12-09 17:35:36 main:574] : INFO : Epoch 934 | loss: 0.0311359 | val_loss: 0.0311543 | Time: 2468.37 ms [2020-12-09 17:35:39 main:574] : INFO : Epoch 935 | loss: 0.0311344 | val_loss: 0.0311538 | Time: 2468.79 ms [2020-12-09 17:35:41 main:574] : INFO : Epoch 936 | loss: 0.0311344 | val_loss: 0.0311538 | Time: 2540.78 ms [2020-12-09 17:35:44 main:574] : INFO : Epoch 937 | loss: 0.0311347 | val_loss: 0.0311542 | Time: 2505.55 ms [2020-12-09 17:35:46 main:574] : INFO : Epoch 938 | loss: 0.0311375 | val_loss: 0.0311532 | Time: 2468.03 ms [2020-12-09 17:35:49 main:574] : INFO : Epoch 939 | loss: 0.0311388 | val_loss: 0.0311524 | Time: 2491.5 ms [2020-12-09 17:35:51 main:574] : INFO : Epoch 940 | loss: 0.0311382 | val_loss: 0.0311541 | Time: 2481.11 ms [2020-12-09 17:35:54 main:574] : INFO : Epoch 941 | loss: 0.0311391 | val_loss: 0.0311559 | Time: 2528.04 ms [2020-12-09 17:35:56 main:574] : INFO : Epoch 942 | loss: 0.0311449 | val_loss: 0.0311603 | Time: 2445.09 ms [2020-12-09 17:35:59 main:574] : INFO : Epoch 943 | loss: 0.0311482 | val_loss: 0.0311602 | Time: 2546.64 ms [2020-12-09 17:36:01 main:574] : INFO : Epoch 944 | loss: 0.0311445 | val_loss: 0.0311599 | Time: 2452.94 ms [2020-12-09 17:36:04 main:574] : INFO : Epoch 945 | loss: 0.0311424 | val_loss: 0.0311582 | Time: 2508.12 ms [2020-12-09 17:36:06 main:574] : INFO : Epoch 946 | loss: 0.0311415 | val_loss: 0.0311571 | Time: 2465.06 ms [2020-12-09 17:36:09 main:574] : INFO : Epoch 947 | loss: 0.0311405 | val_loss: 0.0311561 | Time: 2551.18 ms [2020-12-09 17:36:12 main:574] : INFO : Epoch 948 | loss: 0.0311392 | val_loss: 0.031156 | Time: 2445.1 ms [2020-12-09 17:36:14 main:574] : INFO : Epoch 949 | loss: 0.0311389 | val_loss: 0.0311568 | Time: 2495.81 ms [2020-12-09 17:36:17 main:574] : INFO : Epoch 950 | loss: 0.0311379 | val_loss: 0.0311554 | Time: 2468.35 ms [2020-12-09 17:36:19 main:574] : INFO : Epoch 951 | loss: 0.0311367 | val_loss: 0.0311559 | Time: 2469.33 ms [2020-12-09 17:36:22 main:574] : INFO : Epoch 952 | loss: 0.0311353 | val_loss: 0.0311575 | Time: 2460.22 ms [2020-12-09 17:36:24 main:574] : INFO : Epoch 953 | loss: 0.0311349 | val_loss: 0.0311542 | Time: 2538.73 ms [2020-12-09 17:36:27 main:574] : INFO : Epoch 954 | loss: 0.0311384 | val_loss: 0.031157 | Time: 2506.83 ms [2020-12-09 17:36:29 main:574] : INFO : Epoch 955 | loss: 0.0311387 | val_loss: 0.0311571 | Time: 2477.21 ms [2020-12-09 17:36:32 main:574] : INFO : Epoch 956 | loss: 0.0311362 | val_loss: 0.0311554 | Time: 2505.68 ms [2020-12-09 17:36:34 main:574] : INFO : Epoch 957 | loss: 0.0311343 | val_loss: 0.0311555 | Time: 2459.68 ms [2020-12-09 17:36:37 main:574] : INFO : Epoch 958 | loss: 0.0311329 | val_loss: 0.0311571 | Time: 2451.1 ms [2020-12-09 17:36:39 main:574] : INFO : Epoch 959 | loss: 0.0311351 | val_loss: 0.0311548 | Time: 2452.78 ms [2020-12-09 17:36:42 main:574] : INFO : Epoch 960 | loss: 0.0311365 | val_loss: 0.0311568 | Time: 2471.41 ms [2020-12-09 17:36:44 main:574] : INFO : Epoch 961 | loss: 0.0311356 | val_loss: 0.0311564 | Time: 2510.57 ms [2020-12-09 17:36:47 main:574] : INFO : Epoch 962 | loss: 0.031136 | val_loss: 0.031161 | Time: 2534.24 ms [2020-12-09 17:36:49 main:574] : INFO : Epoch 963 | loss: 0.0311331 | val_loss: 0.0311587 | Time: 2454.55 ms [2020-12-09 17:36:52 main:574] : INFO : Epoch 964 | loss: 0.031135 | val_loss: 0.0311585 | Time: 2489.63 ms [2020-12-09 17:36:55 main:574] : INFO : Epoch 965 | loss: 0.0311326 | val_loss: 0.0311568 | Time: 2512.25 ms [2020-12-09 17:36:57 main:574] : INFO : Epoch 966 | loss: 0.0311335 | val_loss: 0.0311561 | Time: 2506.07 ms [2020-12-09 17:37:00 main:574] : INFO : Epoch 967 | loss: 0.0311333 | val_loss: 0.0311565 | Time: 2436.15 ms [2020-12-09 17:37:02 main:574] : INFO : Epoch 968 | loss: 0.0311321 | val_loss: 0.0311578 | Time: 2464.2 ms [2020-12-09 17:37:05 main:574] : INFO : Epoch 969 | loss: 0.0311313 | val_loss: 0.0311603 | Time: 2481.75 ms [2020-12-09 17:37:07 main:574] : INFO : Epoch 970 | loss: 0.0311311 | val_loss: 0.0311596 | Time: 2547.77 ms [2020-12-09 17:37:10 main:574] : INFO : Epoch 971 | loss: 0.03113 | val_loss: 0.0311574 | Time: 2512.43 ms [2020-12-09 17:37:12 main:574] : INFO : Epoch 972 | loss: 0.0311293 | val_loss: 0.0311635 | Time: 2539.29 ms [2020-12-09 17:37:15 main:574] : INFO : Epoch 973 | loss: 0.0311291 | val_loss: 0.0311601 | Time: 2450.37 ms [2020-12-09 17:37:17 main:574] : INFO : Epoch 974 | loss: 0.0311287 | val_loss: 0.0311602 | Time: 2485.73 ms [2020-12-09 17:37:20 main:574] : INFO : Epoch 975 | loss: 0.0311278 | val_loss: 0.0311589 | Time: 2466.89 ms [2020-12-09 17:37:22 main:574] : INFO : Epoch 976 | loss: 0.0311266 | val_loss: 0.0311599 | Time: 2499.5 ms [2020-12-09 17:37:25 main:574] : INFO : Epoch 977 | loss: 0.0311276 | val_loss: 0.0311576 | Time: 2450.22 ms [2020-12-09 17:37:28 main:574] : INFO : Epoch 978 | loss: 0.0311278 | val_loss: 0.0311585 | Time: 2492.4 ms [2020-12-09 17:37:30 main:574] : INFO : Epoch 979 | loss: 0.0311267 | val_loss: 0.0311571 | Time: 2469.18 ms [2020-12-09 17:37:33 main:574] : INFO : Epoch 980 | loss: 0.0311261 | val_loss: 0.0311566 | Time: 2487.75 ms [2020-12-09 17:37:35 main:574] : INFO : Epoch 981 | loss: 0.0311259 | val_loss: 0.0311591 | Time: 2524.48 ms [2020-12-09 17:37:38 main:574] : INFO : Epoch 982 | loss: 0.031134 | val_loss: 0.0311589 | Time: 2520.01 ms [2020-12-09 17:37:40 main:574] : INFO : Epoch 983 | loss: 0.0311307 | val_loss: 0.0311627 | Time: 2480.07 ms [2020-12-09 17:37:43 main:574] : INFO : Epoch 984 | loss: 0.0311303 | val_loss: 0.0311609 | Time: 2558.95 ms [2020-12-09 17:37:45 main:574] : INFO : Epoch 985 | loss: 0.0311342 | val_loss: 0.0311639 | Time: 2570.35 ms [2020-12-09 17:37:48 main:574] : INFO : Epoch 986 | loss: 0.0311322 | val_loss: 0.0311606 | Time: 2460.68 ms [2020-12-09 17:37:51 main:574] : INFO : Epoch 987 | loss: 0.0311324 | val_loss: 0.0311624 | Time: 2586.92 ms [2020-12-09 17:37:53 main:574] : INFO : Epoch 988 | loss: 0.03113 | val_loss: 0.0311604 | Time: 2451.73 ms [2020-12-09 17:37:56 main:574] : INFO : Epoch 989 | loss: 0.0311302 | val_loss: 0.0311653 | Time: 2466.81 ms [2020-12-09 17:37:58 main:574] : INFO : Epoch 990 | loss: 0.0311285 | val_loss: 0.0311575 | Time: 2489.57 ms [2020-12-09 17:38:01 main:574] : INFO : Epoch 991 | loss: 0.0311285 | val_loss: 0.0311575 | Time: 2532.25 ms [2020-12-09 17:38:03 main:574] : INFO : Epoch 992 | loss: 0.0311292 | val_loss: 0.0311622 | Time: 2491.03 ms [2020-12-09 17:38:06 main:574] : INFO : Epoch 993 | loss: 0.0311267 | val_loss: 0.0311607 | Time: 2548.52 ms [2020-12-09 17:38:08 main:574] : INFO : Epoch 994 | loss: 0.0311266 | val_loss: 0.0311691 | Time: 2621.87 ms [2020-12-09 17:38:11 main:574] : INFO : Epoch 995 | loss: 0.0311281 | val_loss: 0.0311603 | Time: 2512.44 ms [2020-12-09 17:38:14 main:574] : INFO : Epoch 996 | loss: 0.0311271 | val_loss: 0.0311619 | Time: 2500.9 ms [2020-12-09 17:38:16 main:574] : INFO : Epoch 997 | loss: 0.031126 | val_loss: 0.0311587 | Time: 2548.65 ms [2020-12-09 17:38:19 main:574] : INFO : Epoch 998 | loss: 0.0311244 | val_loss: 0.031159 | Time: 2517.66 ms [2020-12-09 17:38:21 main:574] : INFO : Epoch 999 | loss: 0.0311251 | val_loss: 0.0311602 | Time: 2499.43 ms [2020-12-09 17:38:24 main:574] : INFO : Epoch 1000 | loss: 0.0311227 | val_loss: 0.031163 | Time: 2533.73 ms [2020-12-09 17:38:26 main:574] : INFO : Epoch 1001 | loss: 0.0311232 | val_loss: 0.0311637 | Time: 2528.35 ms [2020-12-09 17:38:29 main:574] : INFO : Epoch 1002 | loss: 0.0311231 | val_loss: 0.0311671 | Time: 2457.35 ms [2020-12-09 17:38:31 main:574] : INFO : Epoch 1003 | loss: 0.0311241 | val_loss: 0.0311612 | Time: 2471.74 ms [2020-12-09 17:38:34 main:574] : INFO : Epoch 1004 | loss: 0.0311309 | val_loss: 0.0311589 | Time: 2464.48 ms [2020-12-09 17:38:36 main:574] : INFO : Epoch 1005 | loss: 0.0311375 | val_loss: 0.0311654 | Time: 2492.57 ms [2020-12-09 17:38:39 main:574] : INFO : Epoch 1006 | loss: 0.031136 | val_loss: 0.0311617 | Time: 2479.34 ms [2020-12-09 17:38:42 main:574] : INFO : Epoch 1007 | loss: 0.0311359 | val_loss: 0.0311602 | Time: 2563.51 ms [2020-12-09 17:38:44 main:574] : INFO : Epoch 1008 | loss: 0.0311332 | val_loss: 0.0311643 | Time: 2464.33 ms [2020-12-09 17:38:47 main:574] : INFO : Epoch 1009 | loss: 0.031135 | val_loss: 0.0311607 | Time: 2541.42 ms [2020-12-09 17:38:49 main:574] : INFO : Epoch 1010 | loss: 0.0311352 | val_loss: 0.0311663 | Time: 2505.26 ms [2020-12-09 17:38:52 main:574] : INFO : Epoch 1011 | loss: 0.0311344 | val_loss: 0.0311567 | Time: 2496.09 ms [2020-12-09 17:38:54 main:574] : INFO : Epoch 1012 | loss: 0.0311333 | val_loss: 0.0311607 | Time: 2492.99 ms [2020-12-09 17:38:57 main:574] : INFO : Epoch 1013 | loss: 0.0311329 | val_loss: 0.0311633 | Time: 2584.44 ms [2020-12-09 17:38:59 main:574] : INFO : Epoch 1014 | loss: 0.0311329 | val_loss: 0.0311597 | Time: 2472.51 ms [2020-12-09 17:39:02 main:574] : INFO : Epoch 1015 | loss: 0.0311315 | val_loss: 0.0311575 | Time: 2469.19 ms [2020-12-09 17:39:04 main:574] : INFO : Epoch 1016 | loss: 0.03113 | val_loss: 0.0311607 | Time: 2462.14 ms [2020-12-09 17:39:07 main:574] : INFO : Epoch 1017 | loss: 0.0311293 | val_loss: 0.0311586 | Time: 2529.45 ms [2020-12-09 17:39:10 main:574] : INFO : Epoch 1018 | loss: 0.0311279 | val_loss: 0.0311591 | Time: 2500.44 ms [2020-12-09 17:39:12 main:574] : INFO : Epoch 1019 | loss: 0.031127 | val_loss: 0.0311594 | Time: 2638.12 ms [2020-12-09 17:39:15 main:574] : INFO : Epoch 1020 | loss: 0.0311291 | val_loss: 0.0311601 | Time: 2500.51 ms [2020-12-09 17:39:17 main:574] : INFO : Epoch 1021 | loss: 0.0311286 | val_loss: 0.0311578 | Time: 2508.31 ms [2020-12-09 17:39:20 main:574] : INFO : Epoch 1022 | loss: 0.0311322 | val_loss: 0.0311613 | Time: 2517.47 ms [2020-12-09 17:39:23 main:574] : INFO : Epoch 1023 | loss: 0.0311322 | val_loss: 0.0311613 | Time: 2537.72 ms [2020-12-09 17:39:25 main:574] : INFO : Epoch 1024 | loss: 0.0311305 | val_loss: 0.0311584 | Time: 2454.22 ms [2020-12-09 17:39:25 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311584 [2020-12-09 17:39:25 main:603] : INFO : Saving end state to config to file [2020-12-09 17:39:25 main:608] : INFO : Success, exiting.. 17:39:25 (13168): called boinc_finish(0) </stderr_txt> 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©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)