Task 3468161
| Name | ParityMachine-1605455045-20759-10_0 |
| Workunit | 1706274 |
| Created | 29 Dec 2020, 15:44:26 UTC |
| Sent | 3 Jan 2021, 7:36:48 UTC |
| Report deadline | 10 Jan 2021, 7:36:48 UTC |
| Received | 3 Jan 2021, 9:24:03 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7171 |
| Run time | 42 min 54 sec |
| CPU time | 41 min 5 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 2,569.86 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.48 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> 0.0311556 | val_loss: 0.0311574 | Time: 2434.79 ms [2021-01-03 09:45:29 main:574] : INFO : Epoch 515 | loss: 0.0311509 | val_loss: 0.0311569 | Time: 2438.74 ms [2021-01-03 09:45:32 main:574] : INFO : Epoch 516 | loss: 0.0311497 | val_loss: 0.0311521 | Time: 2430.48 ms [2021-01-03 09:45:34 main:574] : INFO : Epoch 517 | loss: 0.0311485 | val_loss: 0.0311537 | Time: 2422.42 ms [2021-01-03 09:45:36 main:574] : INFO : Epoch 518 | loss: 0.0311445 | val_loss: 0.0311495 | Time: 2461.61 ms [2021-01-03 09:45:39 main:574] : INFO : Epoch 519 | loss: 0.031143 | val_loss: 0.0311483 | Time: 2444.15 ms [2021-01-03 09:45:41 main:574] : INFO : Epoch 520 | loss: 0.0311425 | val_loss: 0.0311475 | Time: 2475.46 ms [2021-01-03 09:45:44 main:574] : INFO : Epoch 521 | loss: 0.0311403 | val_loss: 0.0311449 | Time: 2452.1 ms [2021-01-03 09:45:46 main:574] : INFO : Epoch 522 | loss: 0.0311394 | val_loss: 0.0311477 | Time: 2441.84 ms [2021-01-03 09:45:49 main:574] : INFO : Epoch 523 | loss: 0.0311392 | val_loss: 0.0311442 | Time: 2460.44 ms [2021-01-03 09:45:51 main:574] : INFO : Epoch 524 | loss: 0.0311369 | val_loss: 0.031143 | Time: 2440.84 ms [2021-01-03 09:45:54 main:574] : INFO : Epoch 525 | loss: 0.0311379 | val_loss: 0.0311466 | Time: 2473.16 ms [2021-01-03 09:45:56 main:574] : INFO : Epoch 526 | loss: 0.0311363 | val_loss: 0.0311438 | Time: 2451.83 ms [2021-01-03 09:45:59 main:574] : INFO : Epoch 527 | loss: 0.0311372 | val_loss: 0.0311445 | Time: 2485.17 ms [2021-01-03 09:46:01 main:574] : INFO : Epoch 528 | loss: 0.0311365 | val_loss: 0.0311426 | Time: 2517.73 ms [2021-01-03 09:46:04 main:574] : INFO : Epoch 529 | loss: 0.0311358 | val_loss: 0.0311428 | Time: 2436.2 ms [2021-01-03 09:46:06 main:574] : INFO : Epoch 530 | loss: 0.0311362 | val_loss: 0.0311433 | Time: 2476.31 ms [2021-01-03 09:46:09 main:574] : INFO : Epoch 531 | loss: 0.0311359 | val_loss: 0.0311433 | Time: 2442.16 ms [2021-01-03 09:46:11 main:574] : INFO : Epoch 532 | loss: 0.0311343 | val_loss: 0.0311438 | Time: 2497.46 ms [2021-01-03 09:46:14 main:574] : INFO : Epoch 533 | loss: 0.0311334 | val_loss: 0.031143 | Time: 2459.23 ms [2021-01-03 09:46:16 main:574] : INFO : Epoch 534 | loss: 0.0311331 | val_loss: 0.031146 | Time: 2482.27 ms [2021-01-03 09:46:19 main:574] : INFO : Epoch 535 | loss: 0.0311338 | val_loss: 0.0311421 | Time: 2428.22 ms [2021-01-03 09:46:21 main:574] : INFO : Epoch 536 | loss: 0.0311336 | val_loss: 0.0311421 | Time: 2465.87 ms [2021-01-03 09:46:24 main:574] : INFO : Epoch 537 | loss: 0.0311345 | val_loss: 0.0311419 | Time: 2478.3 ms [2021-01-03 09:46:26 main:574] : INFO : Epoch 538 | loss: 0.0311338 | val_loss: 0.0311428 | Time: 2443.28 ms [2021-01-03 09:46:29 main:574] : INFO : Epoch 539 | loss: 0.0311331 | val_loss: 0.0311475 | Time: 2461.59 ms [2021-01-03 09:46:31 main:574] : INFO : Epoch 540 | loss: 0.0311343 | val_loss: 0.031147 | Time: 2453.58 ms [2021-01-03 09:46:33 main:574] : INFO : Epoch 541 | loss: 0.0311339 | val_loss: 0.0311433 | Time: 2434.86 ms [2021-01-03 09:46:36 main:574] : INFO : Epoch 542 | loss: 0.0311351 | val_loss: 0.0311418 | Time: 2440.59 ms [2021-01-03 09:46:38 main:574] : INFO : Epoch 543 | loss: 0.0311306 | val_loss: 0.0311415 | Time: 2452.55 ms [2021-01-03 09:46:41 main:574] : INFO : Epoch 544 | loss: 0.0311336 | val_loss: 0.0311445 | Time: 2446.44 ms [2021-01-03 09:46:43 main:574] : INFO : Epoch 545 | loss: 0.0311339 | val_loss: 0.031143 | Time: 2457.17 ms [2021-01-03 09:46:46 main:574] : INFO : Epoch 546 | loss: 0.0311326 | val_loss: 0.0311482 | Time: 2444.15 ms [2021-01-03 09:46:48 main:574] : INFO : Epoch 547 | loss: 0.031133 | val_loss: 0.0311508 | Time: 2473.65 ms [2021-01-03 09:46:51 main:574] : INFO : Epoch 548 | loss: 0.0311321 | val_loss: 0.0311424 | Time: 2465.71 ms [2021-01-03 09:46:53 main:574] : INFO : Epoch 549 | loss: 0.0311327 | val_loss: 0.0311403 | Time: 2493.38 ms [2021-01-03 09:46:56 main:574] : INFO : Epoch 550 | loss: 0.0311328 | val_loss: 0.0311424 | Time: 2485.07 ms [2021-01-03 09:46:58 main:574] : INFO : Epoch 551 | loss: 0.0311338 | val_loss: 0.0311422 | Time: 2446.22 ms [2021-01-03 09:47:01 main:574] : INFO : Epoch 552 | loss: 0.031133 | val_loss: 0.0311466 | Time: 2495.95 ms [2021-01-03 09:47:03 main:574] : INFO : Epoch 553 | loss: 0.0311337 | val_loss: 0.0311456 | Time: 2423.52 ms [2021-01-03 09:47:06 main:574] : INFO : Epoch 554 | loss: 0.0311345 | val_loss: 0.0311462 | Time: 2444.28 ms [2021-01-03 09:47:08 main:574] : INFO : Epoch 555 | loss: 0.0311353 | val_loss: 0.0311448 | Time: 2486.65 ms [2021-01-03 09:47:11 main:574] : INFO : Epoch 556 | loss: 0.0311345 | val_loss: 0.0311459 | Time: 2428.33 ms [2021-01-03 09:47:13 main:574] : INFO : Epoch 557 | loss: 0.0311328 | val_loss: 0.0311448 | Time: 2450.15 ms [2021-01-03 09:47:16 main:574] : INFO : Epoch 558 | loss: 0.0311313 | val_loss: 0.031146 | Time: 2443.19 ms [2021-01-03 09:47:18 main:574] : INFO : Epoch 559 | loss: 0.0311323 | val_loss: 0.0311436 | Time: 2442.04 ms [2021-01-03 09:47:21 main:574] : INFO : Epoch 560 | loss: 0.0311314 | val_loss: 0.0311441 | Time: 2473.03 ms [2021-01-03 09:47:23 main:574] : INFO : Epoch 561 | loss: 0.0311306 | val_loss: 0.0311417 | Time: 2451.16 ms [2021-01-03 09:47:25 main:574] : INFO : Epoch 562 | loss: 0.0311306 | val_loss: 0.031143 | Time: 2438.53 ms [2021-01-03 09:47:28 main:574] : INFO : Epoch 563 | loss: 0.0311313 | val_loss: 0.0311425 | Time: 2479.34 ms [2021-01-03 09:47:30 main:574] : INFO : Epoch 564 | loss: 0.0311306 | val_loss: 0.0311425 | Time: 2479.07 ms [2021-01-03 09:47:33 main:574] : INFO : Epoch 565 | loss: 0.0311298 | val_loss: 0.0311443 | Time: 2459.69 ms [2021-01-03 09:47:35 main:574] : INFO : Epoch 566 | loss: 0.0311305 | val_loss: 0.0311459 | Time: 2431.56 ms [2021-01-03 09:47:38 main:574] : INFO : Epoch 567 | loss: 0.0311314 | val_loss: 0.031143 | Time: 2462.38 ms [2021-01-03 09:47:40 main:574] : INFO : Epoch 568 | loss: 0.0311303 | val_loss: 0.0311447 | Time: 2447.48 ms [2021-01-03 09:47:43 main:574] : INFO : Epoch 569 | loss: 0.031131 | val_loss: 0.031142 | Time: 2437.96 ms [2021-01-03 09:47:45 main:574] : INFO : Epoch 570 | loss: 0.0311307 | val_loss: 0.031141 | Time: 2452.7 ms [2021-01-03 09:47:48 main:574] : INFO : Epoch 571 | loss: 0.0311308 | val_loss: 0.0311449 | Time: 2421.63 ms [2021-01-03 09:47:50 main:574] : INFO : Epoch 572 | loss: 0.0311295 | val_loss: 0.031142 | Time: 2486.66 ms [2021-01-03 09:47:53 main:574] : INFO : Epoch 573 | loss: 0.0311282 | val_loss: 0.0311426 | Time: 2465.96 ms [2021-01-03 09:47:55 main:574] : INFO : Epoch 574 | loss: 0.0311294 | val_loss: 0.0311416 | Time: 2424.77 ms [2021-01-03 09:47:58 main:574] : INFO : Epoch 575 | loss: 0.0311288 | val_loss: 0.0311413 | Time: 2431.58 ms [2021-01-03 09:48:00 main:574] : INFO : Epoch 576 | loss: 0.0311294 | val_loss: 0.0311404 | Time: 2473.97 ms [2021-01-03 09:48:03 main:574] : INFO : Epoch 577 | loss: 0.0311288 | val_loss: 0.031141 | Time: 2460.81 ms [2021-01-03 09:48:05 main:574] : INFO : Epoch 578 | loss: 0.0311281 | val_loss: 0.0311393 | Time: 2438.72 ms [2021-01-03 09:48:08 main:574] : INFO : Epoch 579 | loss: 0.0311295 | val_loss: 0.0311423 | Time: 2468.92 ms [2021-01-03 09:48:10 main:574] : INFO : Epoch 580 | loss: 0.0311291 | val_loss: 0.0311415 | Time: 2457.39 ms [2021-01-03 09:48:12 main:574] : INFO : Epoch 581 | loss: 0.0311279 | val_loss: 0.0311423 | Time: 2433.08 ms [2021-01-03 09:48:15 main:574] : INFO : Epoch 582 | loss: 0.0311273 | val_loss: 0.0311434 | Time: 2453.29 ms [2021-01-03 09:48:17 main:574] : INFO : Epoch 583 | loss: 0.0311287 | val_loss: 0.0311463 | Time: 2469.97 ms [2021-01-03 09:48:20 main:574] : INFO : Epoch 584 | loss: 0.0311266 | val_loss: 0.0311416 | Time: 2425.5 ms [2021-01-03 09:48:22 main:574] : INFO : Epoch 585 | loss: 0.0311287 | val_loss: 0.031143 | Time: 2444.62 ms [2021-01-03 09:48:25 main:574] : INFO : Epoch 586 | loss: 0.0311317 | val_loss: 0.0311416 | Time: 2457.78 ms [2021-01-03 09:48:27 main:574] : INFO : Epoch 587 | loss: 0.0311306 | val_loss: 0.0311424 | Time: 2452.12 ms [2021-01-03 09:48:30 main:574] : INFO : Epoch 588 | loss: 0.0311305 | val_loss: 0.0311417 | Time: 2424.79 ms [2021-01-03 09:48:32 main:574] : INFO : Epoch 589 | loss: 0.0311294 | val_loss: 0.0311432 | Time: 2607.99 ms [2021-01-03 09:48:35 main:574] : INFO : Epoch 590 | loss: 0.0311306 | val_loss: 0.0311419 | Time: 2433.98 ms [2021-01-03 09:48:37 main:574] : INFO : Epoch 591 | loss: 0.0311297 | val_loss: 0.0311479 | Time: 2424.87 ms [2021-01-03 09:48:40 main:574] : INFO : Epoch 592 | loss: 0.0311288 | val_loss: 0.0311441 | Time: 2438.12 ms [2021-01-03 09:48:42 main:574] : INFO : Epoch 593 | loss: 0.0311311 | val_loss: 0.0311413 | Time: 2470.58 ms [2021-01-03 09:48:45 main:574] : INFO : Epoch 594 | loss: 0.0311291 | val_loss: 0.0311446 | Time: 2434.65 ms [2021-01-03 09:48:47 main:574] : INFO : Epoch 595 | loss: 0.03113 | val_loss: 0.0311413 | Time: 2449.24 ms [2021-01-03 09:48:50 main:574] : INFO : Epoch 596 | loss: 0.0311283 | val_loss: 0.0311423 | Time: 2468.32 ms [2021-01-03 09:48:52 main:574] : INFO : Epoch 597 | loss: 0.0311279 | val_loss: 0.0311414 | Time: 2446.87 ms [2021-01-03 09:48:54 main:574] : INFO : Epoch 598 | loss: 0.0311283 | val_loss: 0.0311447 | Time: 2456.13 ms [2021-01-03 09:48:57 main:574] : INFO : Epoch 599 | loss: 0.031128 | val_loss: 0.0311428 | Time: 2293.01 ms [2021-01-03 09:48:59 main:574] : INFO : Epoch 600 | loss: 0.0311283 | val_loss: 0.0311427 | Time: 2517.44 ms [2021-01-03 09:49:02 main:574] : INFO : Epoch 601 | loss: 0.0311271 | val_loss: 0.0311421 | Time: 2542.45 ms [2021-01-03 09:49:04 main:574] : INFO : Epoch 602 | loss: 0.0311276 | val_loss: 0.0311442 | Time: 2471.18 ms [2021-01-03 09:49:07 main:574] : INFO : Epoch 603 | loss: 0.0311274 | val_loss: 0.0311418 | Time: 2486.26 ms [2021-01-03 09:49:09 main:574] : INFO : Epoch 604 | loss: 0.0311277 | val_loss: 0.0311409 | Time: 2488.35 ms [2021-01-03 09:49:12 main:574] : INFO : Epoch 605 | loss: 0.0311263 | val_loss: 0.0311417 | Time: 2435.99 ms [2021-01-03 09:49:14 main:574] : INFO : Epoch 606 | loss: 0.0311269 | val_loss: 0.0311463 | Time: 2413.14 ms [2021-01-03 09:49:17 main:574] : INFO : Epoch 607 | loss: 0.0311282 | val_loss: 0.0311438 | Time: 2471.55 ms [2021-01-03 09:49:19 main:574] : INFO : Epoch 608 | loss: 0.0311274 | val_loss: 0.0311449 | Time: 2452.51 ms [2021-01-03 09:49:22 main:574] : INFO : Epoch 609 | loss: 0.031129 | val_loss: 0.0311535 | Time: 2433.22 ms [2021-01-03 09:49:24 main:574] : INFO : Epoch 610 | loss: 0.0311287 | val_loss: 0.0311411 | Time: 2458.97 ms [2021-01-03 09:49:27 main:574] : INFO : Epoch 611 | loss: 0.0311254 | val_loss: 0.0311428 | Time: 2411.2 ms [2021-01-03 09:49:29 main:574] : INFO : Epoch 612 | loss: 0.0311251 | val_loss: 0.0311426 | Time: 2471.02 ms [2021-01-03 09:49:32 main:574] : INFO : Epoch 613 | loss: 0.0311287 | val_loss: 0.0311424 | Time: 2461.45 ms [2021-01-03 09:49:34 main:574] : INFO : Epoch 614 | loss: 0.0311276 | val_loss: 0.0311442 | Time: 2503.71 ms [2021-01-03 09:49:37 main:574] : INFO : Epoch 615 | loss: 0.031126 | val_loss: 0.0311465 | Time: 2440.93 ms [2021-01-03 09:49:39 main:574] : INFO : Epoch 616 | loss: 0.0311298 | val_loss: 0.0311422 | Time: 2491.93 ms [2021-01-03 09:49:42 main:574] : INFO : Epoch 617 | loss: 0.031131 | val_loss: 0.0311431 | Time: 2475.22 ms [2021-01-03 09:49:44 main:574] : INFO : Epoch 618 | loss: 0.0311326 | val_loss: 0.0311423 | Time: 2620.55 ms [2021-01-03 09:49:47 main:574] : INFO : Epoch 619 | loss: 0.0311311 | val_loss: 0.0311458 | Time: 2467.56 ms [2021-01-03 09:49:49 main:574] : INFO : Epoch 620 | loss: 0.0311299 | val_loss: 0.0311417 | Time: 2500.7 ms [2021-01-03 09:49:52 main:574] : INFO : Epoch 621 | loss: 0.0311292 | val_loss: 0.0311417 | Time: 2481.57 ms [2021-01-03 09:49:54 main:574] : INFO : Epoch 622 | loss: 0.0311293 | val_loss: 0.0311395 | Time: 2497.25 ms [2021-01-03 09:49:57 main:574] : INFO : Epoch 623 | loss: 0.0311297 | val_loss: 0.0311397 | Time: 2435.26 ms [2021-01-03 09:49:59 main:574] : INFO : Epoch 624 | loss: 0.0311281 | val_loss: 0.03114 | Time: 2478.86 ms [2021-01-03 09:50:02 main:574] : INFO : Epoch 625 | loss: 0.0311283 | val_loss: 0.0311396 | Time: 2496.44 ms [2021-01-03 09:50:04 main:574] : INFO : Epoch 626 | loss: 0.0311294 | val_loss: 0.0311466 | Time: 2430.29 ms [2021-01-03 09:50:07 main:574] : INFO : Epoch 627 | loss: 0.03113 | val_loss: 0.0311439 | Time: 2491.81 ms [2021-01-03 09:50:09 main:574] : INFO : Epoch 628 | loss: 0.0311289 | val_loss: 0.0311432 | Time: 2455.4 ms [2021-01-03 09:50:12 main:574] : INFO : Epoch 629 | loss: 0.0311304 | val_loss: 0.0311473 | Time: 2431.23 ms [2021-01-03 09:50:14 main:574] : INFO : Epoch 630 | loss: 0.031131 | val_loss: 0.0311481 | Time: 2458 ms [2021-01-03 09:50:17 main:574] : INFO : Epoch 631 | loss: 0.0311304 | val_loss: 0.0311447 | Time: 2435.68 ms [2021-01-03 09:50:19 main:574] : INFO : Epoch 632 | loss: 0.0311292 | val_loss: 0.0311428 | Time: 2458.96 ms [2021-01-03 09:50:22 main:574] : INFO : Epoch 633 | loss: 0.0311293 | val_loss: 0.0311436 | Time: 2472.73 ms [2021-01-03 09:50:24 main:574] : INFO : Epoch 634 | loss: 0.0311301 | val_loss: 0.0311507 | Time: 2488.7 ms [2021-01-03 09:50:27 main:574] : INFO : Epoch 635 | loss: 0.0311344 | val_loss: 0.0311418 | Time: 2440.15 ms [2021-01-03 09:50:29 main:574] : INFO : Epoch 636 | loss: 0.0311333 | val_loss: 0.0311477 | Time: 2485.75 ms [2021-01-03 09:50:32 main:574] : INFO : Epoch 637 | loss: 0.0311301 | val_loss: 0.0311476 | Time: 2470.44 ms [2021-01-03 09:50:34 main:574] : INFO : Epoch 638 | loss: 0.0311279 | val_loss: 0.0311427 | Time: 2464.95 ms [2021-01-03 09:50:37 main:574] : INFO : Epoch 639 | loss: 0.0311269 | val_loss: 0.0311428 | Time: 2437.6 ms [2021-01-03 09:50:39 main:574] : INFO : Epoch 640 | loss: 0.0311278 | val_loss: 0.0311436 | Time: 2428.03 ms [2021-01-03 09:50:42 main:574] : INFO : Epoch 641 | loss: 0.0311264 | val_loss: 0.0311433 | Time: 2478.42 ms [2021-01-03 09:50:44 main:574] : INFO : Epoch 642 | loss: 0.0311264 | val_loss: 0.0311413 | Time: 2420.16 ms [2021-01-03 09:50:46 main:574] : INFO : Epoch 643 | loss: 0.031126 | val_loss: 0.0311416 | Time: 2434.46 ms [2021-01-03 09:50:49 main:574] : INFO : Epoch 644 | loss: 0.0311277 | val_loss: 0.0311504 | Time: 2426.66 ms [2021-01-03 09:50:51 main:574] : INFO : Epoch 645 | loss: 0.031128 | val_loss: 0.0311463 | Time: 2475.25 ms [2021-01-03 09:50:54 main:574] : INFO : Epoch 646 | loss: 0.0311275 | val_loss: 0.0311444 | Time: 2431.24 ms [2021-01-03 09:50:56 main:574] : INFO : Epoch 647 | loss: 0.0311261 | val_loss: 0.0311427 | Time: 2494.48 ms [2021-01-03 09:50:59 main:574] : INFO : Epoch 648 | loss: 0.0311253 | val_loss: 0.0311463 | Time: 2433.86 ms [2021-01-03 09:51:01 main:574] : INFO : Epoch 649 | loss: 0.0311282 | val_loss: 0.0311436 | Time: 2561.09 ms [2021-01-03 09:51:04 main:574] : INFO : Epoch 650 | loss: 0.0311294 | val_loss: 0.0311463 | Time: 2462.09 ms [2021-01-03 09:51:06 main:574] : INFO : Epoch 651 | loss: 0.0311326 | val_loss: 0.0311478 | Time: 2457.67 ms [2021-01-03 09:51:09 main:574] : INFO : Epoch 652 | loss: 0.0311326 | val_loss: 0.0311456 | Time: 2471.78 ms [2021-01-03 09:51:11 main:574] : INFO : Epoch 653 | loss: 0.0311317 | val_loss: 0.031144 | Time: 2490.73 ms [2021-01-03 09:51:14 main:574] : INFO : Epoch 654 | loss: 0.0311304 | val_loss: 0.0311467 | Time: 2448.38 ms [2021-01-03 09:51:16 main:574] : INFO : Epoch 655 | loss: 0.0311301 | val_loss: 0.0311488 | Time: 2473.47 ms [2021-01-03 09:51:19 main:574] : INFO : Epoch 656 | loss: 0.0311289 | val_loss: 0.0311441 | Time: 2470.3 ms [2021-01-03 09:51:21 main:574] : INFO : Epoch 657 | loss: 0.0311307 | val_loss: 0.0311449 | Time: 2484.4 ms [2021-01-03 09:51:24 main:574] : INFO : Epoch 658 | loss: 0.0311315 | val_loss: 0.0311441 | Time: 2431.63 ms [2021-01-03 09:51:26 main:574] : INFO : Epoch 659 | loss: 0.0311312 | val_loss: 0.0311435 | Time: 2482.88 ms [2021-01-03 09:51:29 main:574] : INFO : Epoch 660 | loss: 0.0311303 | val_loss: 0.0311439 | Time: 2405.36 ms [2021-01-03 09:51:31 main:574] : INFO : Epoch 661 | loss: 0.0311306 | val_loss: 0.0311446 | Time: 2430.29 ms [2021-01-03 09:51:34 main:574] : INFO : Epoch 662 | loss: 0.0311313 | val_loss: 0.0311472 | Time: 2432.33 ms [2021-01-03 09:51:36 main:574] : INFO : Epoch 663 | loss: 0.0311295 | val_loss: 0.0311466 | Time: 2524.92 ms [2021-01-03 09:51:38 main:574] : INFO : Epoch 664 | loss: 0.0311304 | val_loss: 0.0311444 | Time: 2431.45 ms [2021-01-03 09:51:41 main:574] : INFO : Epoch 665 | loss: 0.031131 | val_loss: 0.0311453 | Time: 2420.73 ms [2021-01-03 09:51:43 main:574] : INFO : Epoch 666 | loss: 0.0311311 | val_loss: 0.0311474 | Time: 2463.26 ms [2021-01-03 09:51:46 main:574] : INFO : Epoch 667 | loss: 0.0311294 | val_loss: 0.0311437 | Time: 2425.67 ms [2021-01-03 09:51:48 main:574] : INFO : Epoch 668 | loss: 0.031131 | val_loss: 0.0311459 | Time: 2426.2 ms [2021-01-03 09:51:51 main:574] : INFO : Epoch 669 | loss: 0.0311298 | val_loss: 0.0311482 | Time: 2438.65 ms [2021-01-03 09:51:53 main:574] : INFO : Epoch 670 | loss: 0.0311286 | val_loss: 0.0311453 | Time: 2452.83 ms [2021-01-03 09:51:56 main:574] : INFO : Epoch 671 | loss: 0.0311283 | val_loss: 0.0311458 | Time: 2437.87 ms [2021-01-03 09:51:58 main:574] : INFO : Epoch 672 | loss: 0.0311262 | val_loss: 0.0311459 | Time: 2446.51 ms [2021-01-03 09:52:01 main:574] : INFO : Epoch 673 | loss: 0.0311263 | val_loss: 0.0311519 | Time: 2471.84 ms [2021-01-03 09:52:03 main:574] : INFO : Epoch 674 | loss: 0.0311282 | val_loss: 0.0311469 | Time: 2502.37 ms [2021-01-03 09:52:06 main:574] : INFO : Epoch 675 | loss: 0.0311273 | val_loss: 0.0311434 | Time: 2438.38 ms [2021-01-03 09:52:08 main:574] : INFO : Epoch 676 | loss: 0.0311287 | val_loss: 0.031145 | Time: 2433.83 ms [2021-01-03 09:52:11 main:574] : INFO : Epoch 677 | loss: 0.0311299 | val_loss: 0.0311432 | Time: 2451.61 ms [2021-01-03 09:52:13 main:574] : INFO : Epoch 678 | loss: 0.0311308 | val_loss: 0.0311438 | Time: 2534.34 ms [2021-01-03 09:52:16 main:574] : INFO : Epoch 679 | loss: 0.0311293 | val_loss: 0.0311422 | Time: 2448.37 ms [2021-01-03 09:52:18 main:574] : INFO : Epoch 680 | loss: 0.0311297 | val_loss: 0.031146 | Time: 2443.23 ms [2021-01-03 09:52:21 main:574] : INFO : Epoch 681 | loss: 0.0311299 | val_loss: 0.0311434 | Time: 2448.27 ms [2021-01-03 09:52:23 main:574] : INFO : Epoch 682 | loss: 0.0311307 | val_loss: 0.0311509 | Time: 2432.95 ms [2021-01-03 09:52:25 main:574] : INFO : Epoch 683 | loss: 0.0311289 | val_loss: 0.0311482 | Time: 2422.76 ms [2021-01-03 09:52:28 main:574] : INFO : Epoch 684 | loss: 0.031128 | val_loss: 0.0311454 | Time: 2442.8 ms [2021-01-03 09:52:30 main:574] : INFO : Epoch 685 | loss: 0.0311288 | val_loss: 0.0311462 | Time: 2464.72 ms [2021-01-03 09:52:33 main:574] : INFO : Epoch 686 | loss: 0.0311271 | val_loss: 0.0311466 | Time: 2452.42 ms [2021-01-03 09:52:35 main:574] : INFO : Epoch 687 | loss: 0.031127 | val_loss: 0.0311461 | Time: 2458.31 ms [2021-01-03 09:52:38 main:574] : INFO : Epoch 688 | loss: 0.0311284 | val_loss: 0.0311536 | Time: 2418.92 ms [2021-01-03 09:52:40 main:574] : INFO : Epoch 689 | loss: 0.0311274 | val_loss: 0.0311478 | Time: 2459.07 ms [2021-01-03 09:52:43 main:574] : INFO : Epoch 690 | loss: 0.0311271 | val_loss: 0.0311508 | Time: 2449.24 ms [2021-01-03 09:52:45 main:574] : INFO : Epoch 691 | loss: 0.0311302 | val_loss: 0.0311486 | Time: 2436.73 ms [2021-01-03 09:52:48 main:574] : INFO : Epoch 692 | loss: 0.0311283 | val_loss: 0.0311487 | Time: 2448.55 ms [2021-01-03 09:52:50 main:574] : INFO : Epoch 693 | loss: 0.0311321 | val_loss: 0.0311496 | Time: 2414.07 ms [2021-01-03 09:52:53 main:574] : INFO : Epoch 694 | loss: 0.0311347 | val_loss: 0.0311566 | Time: 2466.31 ms [2021-01-03 09:52:55 main:574] : INFO : Epoch 695 | loss: 0.0311398 | val_loss: 0.0311611 | Time: 2431.25 ms [2021-01-03 09:52:57 main:574] : INFO : Epoch 696 | loss: 0.0311376 | val_loss: 0.0311532 | Time: 2476.69 ms [2021-01-03 09:53:00 main:574] : INFO : Epoch 697 | loss: 0.0311339 | val_loss: 0.0311571 | Time: 2489.68 ms [2021-01-03 09:53:02 main:574] : INFO : Epoch 698 | loss: 0.0311355 | val_loss: 0.0311491 | Time: 2442.07 ms [2021-01-03 09:53:05 main:574] : INFO : Epoch 699 | loss: 0.0311361 | val_loss: 0.0311465 | Time: 2454.46 ms [2021-01-03 09:53:07 main:574] : INFO : Epoch 700 | loss: 0.0311331 | val_loss: 0.0311496 | Time: 2474.65 ms [2021-01-03 09:53:10 main:574] : INFO : Epoch 701 | loss: 0.0311333 | val_loss: 0.0311432 | Time: 2409.82 ms [2021-01-03 09:53:12 main:574] : INFO : Epoch 702 | loss: 0.0311341 | val_loss: 0.0311531 | Time: 2474.65 ms [2021-01-03 09:53:15 main:574] : INFO : Epoch 703 | loss: 0.0311356 | val_loss: 0.0311544 | Time: 2429.94 ms [2021-01-03 09:53:17 main:574] : INFO : Epoch 704 | loss: 0.0311359 | val_loss: 0.0311454 | Time: 2468.04 ms [2021-01-03 09:53:20 main:574] : INFO : Epoch 705 | loss: 0.0311386 | val_loss: 0.0311586 | Time: 2356.89 ms [2021-01-03 09:53:22 main:574] : INFO : Epoch 706 | loss: 0.0311427 | val_loss: 0.0311615 | Time: 2275.6 ms [2021-01-03 09:53:25 main:574] : INFO : Epoch 707 | loss: 0.03115 | val_loss: 0.0311533 | Time: 2852.18 ms [2021-01-03 09:53:27 main:574] : INFO : Epoch 708 | loss: 0.0311464 | val_loss: 0.0311527 | Time: 2466.74 ms [2021-01-03 09:53:30 main:574] : INFO : Epoch 709 | loss: 0.031146 | val_loss: 0.0311548 | Time: 2431.4 ms [2021-01-03 09:53:32 main:574] : INFO : Epoch 710 | loss: 0.0311448 | val_loss: 0.0311542 | Time: 2354.96 ms [2021-01-03 09:53:35 main:574] : INFO : Epoch 711 | loss: 0.0311455 | val_loss: 0.0311544 | Time: 2413.55 ms [2021-01-03 09:53:37 main:574] : INFO : Epoch 712 | loss: 0.0311446 | val_loss: 0.0311495 | Time: 2515.65 ms [2021-01-03 09:53:40 main:574] : INFO : Epoch 713 | loss: 0.0311417 | val_loss: 0.0311522 | Time: 2449.16 ms [2021-01-03 09:53:42 main:574] : INFO : Epoch 714 | loss: 0.0311404 | val_loss: 0.0311524 | Time: 2450.76 ms [2021-01-03 09:53:45 main:574] : INFO : Epoch 715 | loss: 0.0311403 | val_loss: 0.0311492 | Time: 2446.33 ms [2021-01-03 09:53:47 main:574] : INFO : Epoch 716 | loss: 0.0311398 | val_loss: 0.031151 | Time: 2447 ms [2021-01-03 09:53:50 main:574] : INFO : Epoch 717 | loss: 0.0311388 | val_loss: 0.0311468 | Time: 2472.18 ms [2021-01-03 09:53:52 main:574] : INFO : Epoch 718 | loss: 0.0311375 | val_loss: 0.0311511 | Time: 2463.16 ms [2021-01-03 09:53:54 main:574] : INFO : Epoch 719 | loss: 0.0311377 | val_loss: 0.0311482 | Time: 2472.04 ms [2021-01-03 09:53:57 main:574] : INFO : Epoch 720 | loss: 0.0311376 | val_loss: 0.0311504 | Time: 2423.77 ms [2021-01-03 09:53:59 main:574] : INFO : Epoch 721 | loss: 0.031138 | val_loss: 0.0311499 | Time: 2437.75 ms [2021-01-03 09:54:02 main:574] : INFO : Epoch 722 | loss: 0.0311382 | val_loss: 0.0311506 | Time: 2449.66 ms [2021-01-03 09:54:04 main:574] : INFO : Epoch 723 | loss: 0.031138 | val_loss: 0.0311484 | Time: 2426.19 ms [2021-01-03 09:54:07 main:574] : INFO : Epoch 724 | loss: 0.0311372 | val_loss: 0.0311502 | Time: 2394.92 ms [2021-01-03 09:54:09 main:574] : INFO : Epoch 725 | loss: 0.0311367 | val_loss: 0.0311512 | Time: 2437.82 ms [2021-01-03 09:54:12 main:574] : INFO : Epoch 726 | loss: 0.0311396 | val_loss: 0.0311534 | Time: 2411.62 ms [2021-01-03 09:54:14 main:574] : INFO : Epoch 727 | loss: 0.0311385 | val_loss: 0.0311484 | Time: 2438.27 ms [2021-01-03 09:54:16 main:574] : INFO : Epoch 728 | loss: 0.0311385 | val_loss: 0.0311494 | Time: 2396.51 ms [2021-01-03 09:54:19 main:574] : INFO : Epoch 729 | loss: 0.0311389 | val_loss: 0.0311478 | Time: 2417.33 ms [2021-01-03 09:54:21 main:574] : INFO : Epoch 730 | loss: 0.0311388 | val_loss: 0.0311496 | Time: 2447.18 ms [2021-01-03 09:54:24 main:574] : INFO : Epoch 731 | loss: 0.0311393 | val_loss: 0.0311455 | Time: 2470.05 ms [2021-01-03 09:54:26 main:574] : INFO : Epoch 732 | loss: 0.0311397 | val_loss: 0.0311498 | Time: 2451.31 ms [2021-01-03 09:54:29 main:574] : INFO : Epoch 733 | loss: 0.0311418 | val_loss: 0.0311431 | Time: 2428.54 ms [2021-01-03 09:54:31 main:574] : INFO : Epoch 734 | loss: 0.0311361 | val_loss: 0.0311481 | Time: 2473.89 ms [2021-01-03 09:54:34 main:574] : INFO : Epoch 735 | loss: 0.0311344 | val_loss: 0.0311445 | Time: 2428.47 ms [2021-01-03 09:54:36 main:574] : INFO : Epoch 736 | loss: 0.0311361 | val_loss: 0.0311493 | Time: 2427.39 ms [2021-01-03 09:54:39 main:574] : INFO : Epoch 737 | loss: 0.0311366 | val_loss: 0.0311425 | Time: 2428.66 ms [2021-01-03 09:54:41 main:574] : INFO : Epoch 738 | loss: 0.031136 | val_loss: 0.0311477 | Time: 2429.55 ms [2021-01-03 09:54:44 main:574] : INFO : Epoch 739 | loss: 0.0311344 | val_loss: 0.031144 | Time: 2563.63 ms [2021-01-03 09:54:46 main:574] : INFO : Epoch 740 | loss: 0.0311341 | val_loss: 0.0311485 | Time: 2423.87 ms [2021-01-03 09:54:49 main:574] : INFO : Epoch 741 | loss: 0.0311331 | val_loss: 0.0311461 | Time: 2540.3 ms [2021-01-03 09:54:51 main:574] : INFO : Epoch 742 | loss: 0.0311333 | val_loss: 0.0311532 | Time: 2515.06 ms [2021-01-03 09:54:54 main:574] : INFO : Epoch 743 | loss: 0.0311375 | val_loss: 0.0311548 | Time: 2419.15 ms [2021-01-03 09:54:56 main:574] : INFO : Epoch 744 | loss: 0.0311323 | val_loss: 0.0311477 | Time: 2427.09 ms [2021-01-03 09:54:59 main:574] : INFO : Epoch 745 | loss: 0.0311316 | val_loss: 0.0311451 | Time: 2469.78 ms [2021-01-03 09:55:01 main:574] : INFO : Epoch 746 | loss: 0.031132 | val_loss: 0.0311442 | Time: 2432.88 ms [2021-01-03 09:55:03 main:574] : INFO : Epoch 747 | loss: 0.0311319 | val_loss: 0.0311441 | Time: 2450.5 ms [2021-01-03 09:55:06 main:574] : INFO : Epoch 748 | loss: 0.0311333 | val_loss: 0.0311444 | Time: 2431.05 ms [2021-01-03 09:55:08 main:574] : INFO : Epoch 749 | loss: 0.0311322 | val_loss: 0.0311474 | Time: 2462.67 ms [2021-01-03 09:55:11 main:574] : INFO : Epoch 750 | loss: 0.0311311 | val_loss: 0.0311471 | Time: 2436.73 ms [2021-01-03 09:55:13 main:574] : INFO : Epoch 751 | loss: 0.0311385 | val_loss: 0.0311498 | Time: 2464.79 ms [2021-01-03 09:55:16 main:574] : INFO : Epoch 752 | loss: 0.0311373 | val_loss: 0.0311512 | Time: 2441.15 ms [2021-01-03 09:55:18 main:574] : INFO : Epoch 753 | loss: 0.0311358 | val_loss: 0.0311489 | Time: 2457.25 ms [2021-01-03 09:55:21 main:574] : INFO : Epoch 754 | loss: 0.0311347 | val_loss: 0.0311468 | Time: 2404.94 ms [2021-01-03 09:55:23 main:574] : INFO : Epoch 755 | loss: 0.0311337 | val_loss: 0.0311502 | Time: 2485.4 ms [2021-01-03 09:55:26 main:574] : INFO : Epoch 756 | loss: 0.0311329 | val_loss: 0.0311502 | Time: 2457.44 ms [2021-01-03 09:55:28 main:574] : INFO : Epoch 757 | loss: 0.0311322 | val_loss: 0.0311523 | Time: 2490.59 ms [2021-01-03 09:55:31 main:574] : INFO : Epoch 758 | loss: 0.0311353 | val_loss: 0.0311497 | Time: 2555.28 ms [2021-01-03 09:55:33 main:574] : INFO : Epoch 759 | loss: 0.0311334 | val_loss: 0.0311536 | Time: 2424.51 ms [2021-01-03 09:55:36 main:574] : INFO : Epoch 760 | loss: 0.031135 | val_loss: 0.0311475 | Time: 2440.33 ms [2021-01-03 09:55:38 main:574] : INFO : Epoch 761 | loss: 0.031134 | val_loss: 0.0311549 | Time: 2440.68 ms [2021-01-03 09:55:41 main:574] : INFO : Epoch 762 | loss: 0.0311333 | val_loss: 0.0311513 | Time: 2447.88 ms [2021-01-03 09:55:43 main:574] : INFO : Epoch 763 | loss: 0.0311378 | val_loss: 0.0311527 | Time: 2421.73 ms [2021-01-03 09:55:45 main:574] : INFO : Epoch 764 | loss: 0.0311356 | val_loss: 0.0311516 | Time: 2429.99 ms [2021-01-03 09:55:48 main:574] : INFO : Epoch 765 | loss: 0.0311331 | val_loss: 0.0311505 | Time: 2430.27 ms [2021-01-03 09:55:50 main:574] : INFO : Epoch 766 | loss: 0.0311341 | val_loss: 0.0311562 | Time: 2432.34 ms [2021-01-03 09:55:53 main:574] : INFO : Epoch 767 | loss: 0.0311345 | val_loss: 0.0311538 | Time: 2447.83 ms [2021-01-03 09:55:55 main:574] : INFO : Epoch 768 | loss: 0.0311345 | val_loss: 0.0311517 | Time: 2450.4 ms [2021-01-03 09:55:58 main:574] : INFO : Epoch 769 | loss: 0.031132 | val_loss: 0.0311495 | Time: 2466.11 ms [2021-01-03 09:56:00 main:574] : INFO : Epoch 770 | loss: 0.0311315 | val_loss: 0.0311485 | Time: 2479.07 ms [2021-01-03 09:56:03 main:574] : INFO : Epoch 771 | loss: 0.0311303 | val_loss: 0.0311521 | Time: 2423.35 ms [2021-01-03 09:56:05 main:574] : INFO : Epoch 772 | loss: 0.0311311 | val_loss: 0.0311526 | Time: 2506.69 ms [2021-01-03 09:56:08 main:574] : INFO : Epoch 773 | loss: 0.0311316 | val_loss: 0.0311545 | Time: 2542.1 ms [2021-01-03 09:56:10 main:574] : INFO : Epoch 774 | loss: 0.0311313 | val_loss: 0.0311578 | Time: 2422.2 ms [2021-01-03 09:56:13 main:574] : INFO : Epoch 775 | loss: 0.0311337 | val_loss: 0.0311555 | Time: 2475.46 ms [2021-01-03 09:56:15 main:574] : INFO : Epoch 776 | loss: 0.0311393 | val_loss: 0.0311506 | Time: 2464.39 ms [2021-01-03 09:56:18 main:574] : INFO : Epoch 777 | loss: 0.0311383 | val_loss: 0.0311534 | Time: 2426.65 ms [2021-01-03 09:56:20 main:574] : INFO : Epoch 778 | loss: 0.0311339 | val_loss: 0.0311541 | Time: 2485.26 ms [2021-01-03 09:56:23 main:574] : INFO : Epoch 779 | loss: 0.0311374 | val_loss: 0.0311493 | Time: 2413.51 ms [2021-01-03 09:56:25 main:574] : INFO : Epoch 780 | loss: 0.0311382 | val_loss: 0.0311476 | Time: 2432.88 ms [2021-01-03 09:56:27 main:574] : INFO : Epoch 781 | loss: 0.0311331 | val_loss: 0.0311448 | Time: 2415.35 ms [2021-01-03 09:56:30 main:574] : INFO : Epoch 782 | loss: 0.031133 | val_loss: 0.0311502 | Time: 2472.49 ms [2021-01-03 09:56:32 main:574] : INFO : Epoch 783 | loss: 0.0311315 | val_loss: 0.0311506 | Time: 2456.25 ms [2021-01-03 09:56:35 main:574] : INFO : Epoch 784 | loss: 0.031132 | val_loss: 0.0311504 | Time: 2426.94 ms [2021-01-03 09:56:37 main:574] : INFO : Epoch 785 | loss: 0.0311319 | val_loss: 0.0311453 | Time: 2475.52 ms [2021-01-03 09:56:40 main:574] : INFO : Epoch 786 | loss: 0.0311312 | val_loss: 0.0311474 | Time: 2439.8 ms [2021-01-03 09:56:42 main:574] : INFO : Epoch 787 | loss: 0.0311303 | val_loss: 0.0311472 | Time: 2427.97 ms [2021-01-03 09:56:45 main:574] : INFO : Epoch 788 | loss: 0.03113 | val_loss: 0.0311481 | Time: 2461.49 ms [2021-01-03 09:56:47 main:574] : INFO : Epoch 789 | loss: 0.0311295 | val_loss: 0.0311469 | Time: 2463.2 ms [2021-01-03 09:56:50 main:574] : INFO : Epoch 790 | loss: 0.0311297 | val_loss: 0.0311512 | Time: 2418.93 ms [2021-01-03 09:56:52 main:574] : INFO : Epoch 791 | loss: 0.03113 | val_loss: 0.031154 | Time: 2470.28 ms [2021-01-03 09:56:55 main:574] : INFO : Epoch 792 | loss: 0.0311317 | val_loss: 0.0311482 | Time: 2403.6 ms [2021-01-03 09:56:57 main:574] : INFO : Epoch 793 | loss: 0.031132 | val_loss: 0.0311506 | Time: 2432.03 ms [2021-01-03 09:56:59 main:574] : INFO : Epoch 794 | loss: 0.031132 | val_loss: 0.0311528 | Time: 2445.47 ms [2021-01-03 09:57:02 main:574] : INFO : Epoch 795 | loss: 0.0311312 | val_loss: 0.031153 | Time: 2428.94 ms [2021-01-03 09:57:04 main:574] : INFO : Epoch 796 | loss: 0.031133 | val_loss: 0.0311511 | Time: 2435.25 ms [2021-01-03 09:57:07 main:574] : INFO : Epoch 797 | loss: 0.0311321 | val_loss: 0.031156 | Time: 2410.89 ms [2021-01-03 09:57:09 main:574] : INFO : Epoch 798 | loss: 0.0311373 | val_loss: 0.0311523 | Time: 2447.04 ms [2021-01-03 09:57:12 main:574] : INFO : Epoch 799 | loss: 0.0311342 | val_loss: 0.0311477 | Time: 2420.35 ms [2021-01-03 09:57:14 main:574] : INFO : Epoch 800 | loss: 0.031134 | val_loss: 0.0311487 | Time: 2424.77 ms [2021-01-03 09:57:17 main:574] : INFO : Epoch 801 | loss: 0.0311366 | val_loss: 0.0311535 | Time: 2425.97 ms [2021-01-03 09:57:19 main:574] : INFO : Epoch 802 | loss: 0.0311317 | val_loss: 0.0311478 | Time: 2467.05 ms [2021-01-03 09:57:22 main:574] : INFO : Epoch 803 | loss: 0.0311305 | val_loss: 0.0311471 | Time: 2420.65 ms [2021-01-03 09:57:24 main:574] : INFO : Epoch 804 | loss: 0.0311319 | val_loss: 0.0311509 | Time: 2471.96 ms [2021-01-03 09:57:26 main:574] : INFO : Epoch 805 | loss: 0.0311312 | val_loss: 0.0311456 | Time: 2403.46 ms [2021-01-03 09:57:29 main:574] : INFO : Epoch 806 | loss: 0.0311316 | val_loss: 0.0311527 | Time: 2431.42 ms [2021-01-03 09:57:31 main:574] : INFO : Epoch 807 | loss: 0.0311292 | val_loss: 0.0311451 | Time: 2443.56 ms [2021-01-03 09:57:34 main:574] : INFO : Epoch 808 | loss: 0.0311273 | val_loss: 0.0311481 | Time: 2426.68 ms [2021-01-03 09:57:36 main:574] : INFO : Epoch 809 | loss: 0.0311316 | val_loss: 0.0311512 | Time: 2446.78 ms [2021-01-03 09:57:39 main:574] : INFO : Epoch 810 | loss: 0.0311305 | val_loss: 0.0311527 | Time: 2447.97 ms [2021-01-03 09:57:41 main:574] : INFO : Epoch 811 | loss: 0.0311287 | val_loss: 0.0311485 | Time: 2414.59 ms [2021-01-03 09:57:44 main:574] : INFO : Epoch 812 | loss: 0.0311327 | val_loss: 0.0311438 | Time: 2437.33 ms [2021-01-03 09:57:46 main:574] : INFO : Epoch 813 | loss: 0.0311334 | val_loss: 0.0311416 | Time: 2421.66 ms [2021-01-03 09:57:49 main:574] : INFO : Epoch 814 | loss: 0.0311303 | val_loss: 0.0311468 | Time: 2450.34 ms [2021-01-03 09:57:51 main:574] : INFO : Epoch 815 | loss: 0.0311288 | val_loss: 0.0311451 | Time: 2452.87 ms [2021-01-03 09:57:53 main:574] : INFO : Epoch 816 | loss: 0.0311274 | val_loss: 0.0311445 | Time: 2470.3 ms [2021-01-03 09:57:56 main:574] : INFO : Epoch 817 | loss: 0.0311268 | val_loss: 0.0311484 | Time: 2414.59 ms [2021-01-03 09:57:58 main:574] : INFO : Epoch 818 | loss: 0.0311281 | val_loss: 0.0311482 | Time: 2462.75 ms [2021-01-03 09:58:01 main:574] : INFO : Epoch 819 | loss: 0.0311269 | val_loss: 0.0311454 | Time: 2455.41 ms [2021-01-03 09:58:03 main:574] : INFO : Epoch 820 | loss: 0.0311255 | val_loss: 0.0311434 | Time: 2447.28 ms [2021-01-03 09:58:06 main:574] : INFO : Epoch 821 | loss: 0.0311257 | val_loss: 0.0311422 | Time: 2427.41 ms [2021-01-03 09:58:08 main:574] : INFO : Epoch 822 | loss: 0.0311278 | val_loss: 0.0311459 | Time: 2458.14 ms [2021-01-03 09:58:11 main:574] : INFO : Epoch 823 | loss: 0.0311288 | val_loss: 0.0311458 | Time: 2452.45 ms [2021-01-03 09:58:13 main:574] : INFO : Epoch 824 | loss: 0.0311312 | val_loss: 0.0311459 | Time: 2425.26 ms [2021-01-03 09:58:16 main:574] : INFO : Epoch 825 | loss: 0.0311313 | val_loss: 0.0311442 | Time: 2423.87 ms [2021-01-03 09:58:18 main:574] : INFO : Epoch 826 | loss: 0.0311311 | val_loss: 0.0311534 | Time: 2442.96 ms [2021-01-03 09:58:21 main:574] : INFO : Epoch 827 | loss: 0.0311333 | val_loss: 0.0311447 | Time: 2446.44 ms [2021-01-03 09:58:23 main:574] : INFO : Epoch 828 | loss: 0.0311273 | val_loss: 0.0311439 | Time: 2432.15 ms [2021-01-03 09:58:25 main:574] : INFO : Epoch 829 | loss: 0.0311289 | val_loss: 0.031141 | Time: 2443.74 ms [2021-01-03 09:58:28 main:574] : INFO : Epoch 830 | loss: 0.0311263 | val_loss: 0.0311422 | Time: 2458.23 ms [2021-01-03 09:58:30 main:574] : INFO : Epoch 831 | loss: 0.0311257 | val_loss: 0.0311428 | Time: 2482.49 ms [2021-01-03 09:58:33 main:574] : INFO : Epoch 832 | loss: 0.0311264 | val_loss: 0.0311428 | Time: 2406.17 ms [2021-01-03 09:58:35 main:574] : INFO : Epoch 833 | loss: 0.0311294 | val_loss: 0.0311412 | Time: 2432.8 ms [2021-01-03 09:58:38 main:574] : INFO : Epoch 834 | loss: 0.0311321 | val_loss: 0.0311481 | Time: 2424.29 ms [2021-01-03 09:58:40 main:574] : INFO : Epoch 835 | loss: 0.0311307 | val_loss: 0.0311409 | Time: 2433.74 ms [2021-01-03 09:58:43 main:574] : INFO : Epoch 836 | loss: 0.0311281 | val_loss: 0.0311413 | Time: 2436.54 ms [2021-01-03 09:58:45 main:574] : INFO : Epoch 837 | loss: 0.0311288 | val_loss: 0.0311452 | Time: 2427.91 ms [2021-01-03 09:58:48 main:574] : INFO : Epoch 838 | loss: 0.031129 | val_loss: 0.0311486 | Time: 2418.58 ms [2021-01-03 09:58:50 main:574] : INFO : Epoch 839 | loss: 0.0311276 | val_loss: 0.0311427 | Time: 2441.13 ms [2021-01-03 09:58:52 main:574] : INFO : Epoch 840 | loss: 0.0311292 | val_loss: 0.0311483 | Time: 2460.87 ms [2021-01-03 09:58:55 main:574] : INFO : Epoch 841 | loss: 0.0311314 | val_loss: 0.0311491 | Time: 2424.03 ms [2021-01-03 09:58:57 main:574] : INFO : Epoch 842 | loss: 0.0311305 | val_loss: 0.031145 | Time: 2432.91 ms [2021-01-03 09:59:00 main:574] : INFO : Epoch 843 | loss: 0.0311278 | val_loss: 0.0311485 | Time: 2452.23 ms [2021-01-03 09:59:02 main:574] : INFO : Epoch 844 | loss: 0.0311299 | val_loss: 0.0311472 | Time: 2458.18 ms [2021-01-03 09:59:05 main:574] : INFO : Epoch 845 | loss: 0.0311314 | val_loss: 0.0311496 | Time: 2431.27 ms [2021-01-03 09:59:07 main:574] : INFO : Epoch 846 | loss: 0.0311375 | val_loss: 0.0311496 | Time: 2399.81 ms [2021-01-03 09:59:10 main:574] : INFO : Epoch 847 | loss: 0.0311355 | val_loss: 0.0311532 | Time: 2450.67 ms [2021-01-03 09:59:12 main:574] : INFO : Epoch 848 | loss: 0.0311344 | val_loss: 0.0311464 | Time: 2430.65 ms [2021-01-03 09:59:15 main:574] : INFO : Epoch 849 | loss: 0.0311358 | val_loss: 0.0311419 | Time: 2426.44 ms [2021-01-03 09:59:17 main:574] : INFO : Epoch 850 | loss: 0.0311331 | val_loss: 0.0311479 | Time: 2426.66 ms [2021-01-03 09:59:19 main:574] : INFO : Epoch 851 | loss: 0.0311338 | val_loss: 0.0311488 | Time: 2513.5 ms [2021-01-03 09:59:22 main:574] : INFO : Epoch 852 | loss: 0.0311379 | val_loss: 0.0311449 | Time: 2425.56 ms [2021-01-03 09:59:24 main:574] : INFO : Epoch 853 | loss: 0.0311327 | val_loss: 0.0311443 | Time: 2427.4 ms [2021-01-03 09:59:27 main:574] : INFO : Epoch 854 | loss: 0.0311333 | val_loss: 0.0311455 | Time: 2450.69 ms [2021-01-03 09:59:29 main:574] : INFO : Epoch 855 | loss: 0.0311321 | val_loss: 0.0311438 | Time: 2445.78 ms [2021-01-03 09:59:32 main:574] : INFO : Epoch 856 | loss: 0.0311309 | val_loss: 0.0311424 | Time: 2472.55 ms [2021-01-03 09:59:34 main:574] : INFO : Epoch 857 | loss: 0.0311302 | val_loss: 0.0311478 | Time: 2418.48 ms [2021-01-03 09:59:37 main:574] : INFO : Epoch 858 | loss: 0.031133 | val_loss: 0.0311464 | Time: 2407.19 ms [2021-01-03 09:59:39 main:574] : INFO : Epoch 859 | loss: 0.0311295 | val_loss: 0.0311452 | Time: 2465.34 ms [2021-01-03 09:59:42 main:574] : INFO : Epoch 860 | loss: 0.0311307 | val_loss: 0.0311492 | Time: 2437.71 ms [2021-01-03 09:59:44 main:574] : INFO : Epoch 861 | loss: 0.0311351 | val_loss: 0.0311528 | Time: 2556.28 ms [2021-01-03 09:59:47 main:574] : INFO : Epoch 862 | loss: 0.0311355 | val_loss: 0.0311475 | Time: 2456.68 ms [2021-01-03 09:59:49 main:574] : INFO : Epoch 863 | loss: 0.0311288 | val_loss: 0.0311425 | Time: 2514.23 ms [2021-01-03 09:59:52 main:574] : INFO : Epoch 864 | loss: 0.0311276 | val_loss: 0.0311474 | Time: 2571.12 ms [2021-01-03 09:59:54 main:574] : INFO : Epoch 865 | loss: 0.0311316 | val_loss: 0.0311526 | Time: 2324.04 ms [2021-01-03 09:59:57 main:574] : INFO : Epoch 866 | loss: 0.0311294 | val_loss: 0.031143 | Time: 2503.6 ms [2021-01-03 09:59:59 main:574] : INFO : Epoch 867 | loss: 0.0311257 | val_loss: 0.0311461 | Time: 2584.92 ms [2021-01-03 10:00:02 main:574] : INFO : Epoch 868 | loss: 0.0311258 | val_loss: 0.0311427 | Time: 2482.85 ms [2021-01-03 10:00:04 main:574] : INFO : Epoch 869 | loss: 0.0311258 | val_loss: 0.0311446 | Time: 2494.6 ms [2021-01-03 10:00:07 main:574] : INFO : Epoch 870 | loss: 0.0311251 | val_loss: 0.0311447 | Time: 2498.12 ms [2021-01-03 10:00:09 main:574] : INFO : Epoch 871 | loss: 0.0311273 | val_loss: 0.0311572 | Time: 2483.88 ms [2021-01-03 10:00:12 main:574] : INFO : Epoch 872 | loss: 0.0311274 | val_loss: 0.0311519 | Time: 2428.38 ms [2021-01-03 10:00:14 main:574] : INFO : Epoch 873 | loss: 0.0311273 | val_loss: 0.0311433 | Time: 2446.2 ms [2021-01-03 10:00:17 main:574] : INFO : Epoch 874 | loss: 0.0311255 | val_loss: 0.0311437 | Time: 2461.03 ms [2021-01-03 10:00:19 main:574] : INFO : Epoch 875 | loss: 0.0311289 | val_loss: 0.0311527 | Time: 2443.99 ms [2021-01-03 10:00:22 main:574] : INFO : Epoch 876 | loss: 0.0311311 | val_loss: 0.0311601 | Time: 2457.64 ms [2021-01-03 10:00:24 main:574] : INFO : Epoch 877 | loss: 0.0311326 | val_loss: 0.0311438 | Time: 2507.09 ms [2021-01-03 10:00:27 main:574] : INFO : Epoch 878 | loss: 0.0311299 | val_loss: 0.031142 | Time: 2457.41 ms [2021-01-03 10:00:29 main:574] : INFO : Epoch 879 | loss: 0.0311295 | val_loss: 0.0311424 | Time: 2479.43 ms [2021-01-03 10:00:32 main:574] : INFO : Epoch 880 | loss: 0.0311305 | val_loss: 0.0311423 | Time: 2445.52 ms [2021-01-03 10:00:34 main:574] : INFO : Epoch 881 | loss: 0.031131 | val_loss: 0.0311431 | Time: 2493.79 ms [2021-01-03 10:00:37 main:574] : INFO : Epoch 882 | loss: 0.0311283 | val_loss: 0.0311469 | Time: 2418.73 ms [2021-01-03 10:00:39 main:574] : INFO : Epoch 883 | loss: 0.0311298 | val_loss: 0.0311445 | Time: 2433.14 ms [2021-01-03 10:00:41 main:574] : INFO : Epoch 884 | loss: 0.0311345 | val_loss: 0.0311435 | Time: 2461.66 ms [2021-01-03 10:00:44 main:574] : INFO : Epoch 885 | loss: 0.0311314 | val_loss: 0.0311432 | Time: 2418.74 ms [2021-01-03 10:00:46 main:574] : INFO : Epoch 886 | loss: 0.0311314 | val_loss: 0.0311415 | Time: 2407.35 ms [2021-01-03 10:00:49 main:574] : INFO : Epoch 887 | loss: 0.0311281 | val_loss: 0.0311417 | Time: 2412.61 ms [2021-01-03 10:00:51 main:574] : INFO : Epoch 888 | loss: 0.03113 | val_loss: 0.0311429 | Time: 2493.71 ms [2021-01-03 10:00:54 main:574] : INFO : Epoch 889 | loss: 0.0311277 | val_loss: 0.0311492 | Time: 2449.27 ms [2021-01-03 10:00:56 main:574] : INFO : Epoch 890 | loss: 0.0311271 | val_loss: 0.0311409 | Time: 2476.5 ms [2021-01-03 10:00:59 main:574] : INFO : Epoch 891 | loss: 0.0311246 | val_loss: 0.0311402 | Time: 2440.11 ms [2021-01-03 10:01:01 main:574] : INFO : Epoch 892 | loss: 0.031123 | val_loss: 0.0311423 | Time: 2465.1 ms [2021-01-03 10:01:04 main:574] : INFO : Epoch 893 | loss: 0.031126 | val_loss: 0.0311431 | Time: 2431.25 ms [2021-01-03 10:01:06 main:574] : INFO : Epoch 894 | loss: 0.0311259 | val_loss: 0.0311421 | Time: 2396.5 ms [2021-01-03 10:01:08 main:574] : INFO : Epoch 895 | loss: 0.0311255 | val_loss: 0.0311448 | Time: 2444.26 ms [2021-01-03 10:01:11 main:574] : INFO : Epoch 896 | loss: 0.0311238 | val_loss: 0.0311404 | Time: 2409.29 ms [2021-01-03 10:01:13 main:574] : INFO : Epoch 897 | loss: 0.0311246 | val_loss: 0.0311418 | Time: 2478.67 ms [2021-01-03 10:01:16 main:574] : INFO : Epoch 898 | loss: 0.0311244 | val_loss: 0.0311411 | Time: 2418.67 ms [2021-01-03 10:01:18 main:574] : INFO : Epoch 899 | loss: 0.0311255 | val_loss: 0.0311438 | Time: 2411.92 ms [2021-01-03 10:01:21 main:574] : INFO : Epoch 900 | loss: 0.031123 | val_loss: 0.0311422 | Time: 2443.42 ms [2021-01-03 10:01:23 main:574] : INFO : Epoch 901 | loss: 0.0311227 | val_loss: 0.0311415 | Time: 2452.3 ms [2021-01-03 10:01:26 main:574] : INFO : Epoch 902 | loss: 0.0311234 | val_loss: 0.0311417 | Time: 2436.17 ms [2021-01-03 10:01:28 main:574] : INFO : Epoch 903 | loss: 0.0311222 | val_loss: 0.0311432 | Time: 2471.74 ms [2021-01-03 10:01:31 main:574] : INFO : Epoch 904 | loss: 0.0311231 | val_loss: 0.0311505 | Time: 2434.29 ms [2021-01-03 10:01:33 main:574] : INFO : Epoch 905 | loss: 0.0311273 | val_loss: 0.0311422 | Time: 2470.24 ms [2021-01-03 10:01:36 main:574] : INFO : Epoch 906 | loss: 0.0311227 | val_loss: 0.0311416 | Time: 2469.8 ms [2021-01-03 10:01:38 main:574] : INFO : Epoch 907 | loss: 0.0311222 | val_loss: 0.03114 | Time: 2452.16 ms [2021-01-03 10:01:40 main:574] : INFO : Epoch 908 | loss: 0.0311223 | val_loss: 0.0311411 | Time: 2410.97 ms [2021-01-03 10:01:43 main:574] : INFO : Epoch 909 | loss: 0.0311217 | val_loss: 0.0311452 | Time: 2436.56 ms [2021-01-03 10:01:45 main:574] : INFO : Epoch 910 | loss: 0.0311241 | val_loss: 0.0311412 | Time: 2423.98 ms [2021-01-03 10:01:48 main:574] : INFO : Epoch 911 | loss: 0.0311214 | val_loss: 0.0311437 | Time: 2419.35 ms [2021-01-03 10:01:50 main:574] : INFO : Epoch 912 | loss: 0.0311215 | val_loss: 0.0311438 | Time: 2443.23 ms [2021-01-03 10:01:53 main:574] : INFO : Epoch 913 | loss: 0.0311228 | val_loss: 0.0311443 | Time: 2468.73 ms [2021-01-03 10:01:55 main:574] : INFO : Epoch 914 | loss: 0.0311215 | val_loss: 0.031145 | Time: 2463.6 ms [2021-01-03 10:01:58 main:574] : INFO : Epoch 915 | loss: 0.0311232 | val_loss: 0.0311465 | Time: 2443.63 ms [2021-01-03 10:02:00 main:574] : INFO : Epoch 916 | loss: 0.0311277 | val_loss: 0.031144 | Time: 2508.61 ms [2021-01-03 10:02:03 main:574] : INFO : Epoch 917 | loss: 0.0311257 | val_loss: 0.0311454 | Time: 2414.21 ms [2021-01-03 10:02:05 main:574] : INFO : Epoch 918 | loss: 0.0311254 | val_loss: 0.0311458 | Time: 2510.87 ms [2021-01-03 10:02:08 main:574] : INFO : Epoch 919 | loss: 0.0311268 | val_loss: 0.0311465 | Time: 2435.46 ms [2021-01-03 10:02:10 main:574] : INFO : Epoch 920 | loss: 0.0311256 | val_loss: 0.031146 | Time: 2446.88 ms [2021-01-03 10:02:13 main:574] : INFO : Epoch 921 | loss: 0.031125 | val_loss: 0.0311458 | Time: 2459.55 ms [2021-01-03 10:02:15 main:574] : INFO : Epoch 922 | loss: 0.0311242 | val_loss: 0.0311474 | Time: 2442.91 ms [2021-01-03 10:02:18 main:574] : INFO : Epoch 923 | loss: 0.0311249 | val_loss: 0.0311471 | Time: 2443.15 ms [2021-01-03 10:02:20 main:574] : INFO : Epoch 924 | loss: 0.0311324 | val_loss: 0.031153 | Time: 2454.11 ms [2021-01-03 10:02:22 main:574] : INFO : Epoch 925 | loss: 0.0311313 | val_loss: 0.0311575 | Time: 2431.37 ms [2021-01-03 10:02:25 main:574] : INFO : Epoch 926 | loss: 0.0311306 | val_loss: 0.0311428 | Time: 2434.23 ms [2021-01-03 10:02:27 main:574] : INFO : Epoch 927 | loss: 0.0311298 | val_loss: 0.0311429 | Time: 2468.09 ms [2021-01-03 10:02:30 main:574] : INFO : Epoch 928 | loss: 0.031129 | val_loss: 0.0311546 | Time: 2442.89 ms [2021-01-03 10:02:32 main:574] : INFO : Epoch 929 | loss: 0.03113 | val_loss: 0.0311446 | Time: 2470.25 ms [2021-01-03 10:02:35 main:574] : INFO : Epoch 930 | loss: 0.0311297 | val_loss: 0.0311495 | Time: 2382.67 ms [2021-01-03 10:02:37 main:574] : INFO : Epoch 931 | loss: 0.0311264 | val_loss: 0.031143 | Time: 2428.78 ms [2021-01-03 10:02:40 main:574] : INFO : Epoch 932 | loss: 0.0311261 | val_loss: 0.0311419 | Time: 2475.94 ms [2021-01-03 10:02:42 main:574] : INFO : Epoch 933 | loss: 0.0311274 | val_loss: 0.0311476 | Time: 2476.64 ms [2021-01-03 10:02:45 main:574] : INFO : Epoch 934 | loss: 0.0311234 | val_loss: 0.031148 | Time: 2422.25 ms [2021-01-03 10:02:47 main:574] : INFO : Epoch 935 | loss: 0.0311252 | val_loss: 0.0311447 | Time: 2462.71 ms [2021-01-03 10:02:50 main:574] : INFO : Epoch 936 | loss: 0.0311251 | val_loss: 0.0311446 | Time: 2405.9 ms [2021-01-03 10:02:52 main:574] : INFO : Epoch 937 | loss: 0.0311258 | val_loss: 0.0311433 | Time: 2448.07 ms [2021-01-03 10:02:54 main:574] : INFO : Epoch 938 | loss: 0.0311287 | val_loss: 0.0311442 | Time: 2433.23 ms [2021-01-03 10:02:57 main:574] : INFO : Epoch 939 | loss: 0.0311258 | val_loss: 0.031146 | Time: 2419.05 ms [2021-01-03 10:02:59 main:574] : INFO : Epoch 940 | loss: 0.0311277 | val_loss: 0.031146 | Time: 2453.97 ms [2021-01-03 10:03:02 main:574] : INFO : Epoch 941 | loss: 0.0311267 | val_loss: 0.0311468 | Time: 2502.99 ms [2021-01-03 10:03:04 main:574] : INFO : Epoch 942 | loss: 0.0311307 | val_loss: 0.0311469 | Time: 2422.07 ms [2021-01-03 10:03:07 main:574] : INFO : Epoch 943 | loss: 0.0311278 | val_loss: 0.0311476 | Time: 2418.65 ms [2021-01-03 10:03:09 main:574] : INFO : Epoch 944 | loss: 0.0311266 | val_loss: 0.0311557 | Time: 2451.92 ms [2021-01-03 10:03:12 main:574] : INFO : Epoch 945 | loss: 0.0311275 | val_loss: 0.0311517 | Time: 2505.67 ms [2021-01-03 10:03:14 main:574] : INFO : Epoch 946 | loss: 0.0311247 | val_loss: 0.0311441 | Time: 2447.71 ms [2021-01-03 10:03:17 main:574] : INFO : Epoch 947 | loss: 0.0311255 | val_loss: 0.0311472 | Time: 2451.59 ms [2021-01-03 10:03:19 main:574] : INFO : Epoch 948 | loss: 0.031129 | val_loss: 0.031153 | Time: 2390.54 ms [2021-01-03 10:03:22 main:574] : INFO : Epoch 949 | loss: 0.0311286 | val_loss: 0.031148 | Time: 2415.72 ms [2021-01-03 10:03:24 main:574] : INFO : Epoch 950 | loss: 0.0311263 | val_loss: 0.0311506 | Time: 2439.26 ms [2021-01-03 10:03:26 main:574] : INFO : Epoch 951 | loss: 0.0311253 | val_loss: 0.031147 | Time: 2437.23 ms [2021-01-03 10:03:29 main:574] : INFO : Epoch 952 | loss: 0.0311253 | val_loss: 0.0311494 | Time: 2430.01 ms [2021-01-03 10:03:31 main:574] : INFO : Epoch 953 | loss: 0.0311254 | val_loss: 0.0311449 | Time: 2432.64 ms [2021-01-03 10:03:34 main:574] : INFO : Epoch 954 | loss: 0.0311272 | val_loss: 0.0311428 | Time: 2431.77 ms [2021-01-03 10:03:36 main:574] : INFO : Epoch 955 | loss: 0.0311291 | val_loss: 0.0311552 | Time: 2432.93 ms [2021-01-03 10:03:39 main:574] : INFO : Epoch 956 | loss: 0.0311276 | val_loss: 0.0311386 | Time: 2441.85 ms [2021-01-03 10:03:41 main:574] : INFO : Epoch 957 | loss: 0.0311248 | val_loss: 0.0311382 | Time: 2431.35 ms [2021-01-03 10:03:44 main:574] : INFO : Epoch 958 | loss: 0.0311293 | val_loss: 0.0311439 | Time: 2409.36 ms [2021-01-03 10:03:46 main:574] : INFO : Epoch 959 | loss: 0.031128 | val_loss: 0.031146 | Time: 2432.32 ms [2021-01-03 10:03:49 main:574] : INFO : Epoch 960 | loss: 0.0311258 | val_loss: 0.0311424 | Time: 2457.16 ms [2021-01-03 10:03:51 main:574] : INFO : Epoch 961 | loss: 0.0311238 | val_loss: 0.0311417 | Time: 2429.57 ms [2021-01-03 10:03:53 main:574] : INFO : Epoch 962 | loss: 0.0311229 | val_loss: 0.0311419 | Time: 2476.2 ms [2021-01-03 10:03:56 main:574] : INFO : Epoch 963 | loss: 0.0311203 | val_loss: 0.0311412 | Time: 2591.6 ms [2021-01-03 10:03:59 main:574] : INFO : Epoch 964 | loss: 0.0311206 | val_loss: 0.0311439 | Time: 2436.45 ms [2021-01-03 10:04:01 main:574] : INFO : Epoch 965 | loss: 0.0311226 | val_loss: 0.0311415 | Time: 2452.52 ms [2021-01-03 10:04:03 main:574] : INFO : Epoch 966 | loss: 0.0311221 | val_loss: 0.0311438 | Time: 2451.82 ms [2021-01-03 10:04:06 main:574] : INFO : Epoch 967 | loss: 0.0311234 | val_loss: 0.0311433 | Time: 2413.15 ms [2021-01-03 10:04:08 main:574] : INFO : Epoch 968 | loss: 0.0311207 | val_loss: 0.0311439 | Time: 2432.54 ms [2021-01-03 10:04:11 main:574] : INFO : Epoch 969 | loss: 0.0311207 | val_loss: 0.0311458 | Time: 2401.13 ms [2021-01-03 10:04:13 main:574] : INFO : Epoch 970 | loss: 0.0311227 | val_loss: 0.0311484 | Time: 2465.4 ms [2021-01-03 10:04:16 main:574] : INFO : Epoch 971 | loss: 0.0311218 | val_loss: 0.0311464 | Time: 2425.3 ms [2021-01-03 10:04:18 main:574] : INFO : Epoch 972 | loss: 0.0311275 | val_loss: 0.0311501 | Time: 2396.52 ms [2021-01-03 10:04:21 main:574] : INFO : Epoch 973 | loss: 0.0311255 | val_loss: 0.0311448 | Time: 2472.94 ms [2021-01-03 10:04:23 main:574] : INFO : Epoch 974 | loss: 0.0311224 | val_loss: 0.0311436 | Time: 2433.33 ms [2021-01-03 10:04:26 main:574] : INFO : Epoch 975 | loss: 0.0311218 | val_loss: 0.0311424 | Time: 2461.56 ms [2021-01-03 10:04:28 main:574] : INFO : Epoch 976 | loss: 0.0311231 | val_loss: 0.0311432 | Time: 2420.5 ms [2021-01-03 10:04:30 main:574] : INFO : Epoch 977 | loss: 0.0311219 | val_loss: 0.0311418 | Time: 2442.39 ms [2021-01-03 10:04:33 main:574] : INFO : Epoch 978 | loss: 0.0311227 | val_loss: 0.0311444 | Time: 2401.94 ms [2021-01-03 10:04:35 main:574] : INFO : Epoch 979 | loss: 0.0311213 | val_loss: 0.0311473 | Time: 2459.47 ms [2021-01-03 10:04:38 main:574] : INFO : Epoch 980 | loss: 0.0311205 | val_loss: 0.0311413 | Time: 2413.75 ms [2021-01-03 10:04:40 main:574] : INFO : Epoch 981 | loss: 0.0311197 | val_loss: 0.0311392 | Time: 2443.67 ms [2021-01-03 10:04:43 main:574] : INFO : Epoch 982 | loss: 0.0311198 | val_loss: 0.0311432 | Time: 2532.69 ms [2021-01-03 10:04:45 main:574] : INFO : Epoch 983 | loss: 0.0311203 | val_loss: 0.031139 | Time: 2487.93 ms [2021-01-03 10:04:48 main:574] : INFO : Epoch 984 | loss: 0.0311197 | val_loss: 0.031138 | Time: 2475.67 ms [2021-01-03 10:04:50 main:574] : INFO : Epoch 985 | loss: 0.0311208 | val_loss: 0.0311402 | Time: 2446.52 ms [2021-01-03 10:04:53 main:574] : INFO : Epoch 986 | loss: 0.0311194 | val_loss: 0.0311411 | Time: 2505.52 ms [2021-01-03 10:04:55 main:574] : INFO : Epoch 987 | loss: 0.0311194 | val_loss: 0.0311385 | Time: 2454.32 ms [2021-01-03 10:04:58 main:574] : INFO : Epoch 988 | loss: 0.0311221 | val_loss: 0.0311505 | Time: 2435.85 ms [2021-01-03 10:05:00 main:574] : INFO : Epoch 989 | loss: 0.0311317 | val_loss: 0.031147 | Time: 2557.96 ms [2021-01-03 10:05:03 main:574] : INFO : Epoch 990 | loss: 0.0311254 | val_loss: 0.0311494 | Time: 2479.25 ms [2021-01-03 10:05:05 main:574] : INFO : Epoch 991 | loss: 0.0311191 | val_loss: 0.0311422 | Time: 2454.05 ms [2021-01-03 10:05:08 main:574] : INFO : Epoch 992 | loss: 0.0311203 | val_loss: 0.0311393 | Time: 2543.94 ms [2021-01-03 10:05:10 main:574] : INFO : Epoch 993 | loss: 0.0311204 | val_loss: 0.0311388 | Time: 2425.87 ms [2021-01-03 10:05:13 main:574] : INFO : Epoch 994 | loss: 0.0311198 | val_loss: 0.0311406 | Time: 2406.49 ms [2021-01-03 10:05:15 main:574] : INFO : Epoch 995 | loss: 0.0311244 | val_loss: 0.0311409 | Time: 2273.66 ms [2021-01-03 10:05:17 main:574] : INFO : Epoch 996 | loss: 0.031123 | val_loss: 0.0311458 | Time: 2381.13 ms [2021-01-03 10:05:20 main:574] : INFO : Epoch 997 | loss: 0.0311215 | val_loss: 0.0311454 | Time: 2421.82 ms [2021-01-03 10:05:22 main:574] : INFO : Epoch 998 | loss: 0.0311215 | val_loss: 0.0311462 | Time: 2380.67 ms [2021-01-03 10:05:25 main:574] : INFO : Epoch 999 | loss: 0.0311196 | val_loss: 0.0311496 | Time: 2559.66 ms [2021-01-03 10:05:27 main:574] : INFO : Epoch 1000 | loss: 0.0311253 | val_loss: 0.0311458 | Time: 2476.76 ms [2021-01-03 10:05:30 main:574] : INFO : Epoch 1001 | loss: 0.0311249 | val_loss: 0.0311512 | Time: 2457.93 ms [2021-01-03 10:05:32 main:574] : INFO : Epoch 1002 | loss: 0.0311237 | val_loss: 0.0311452 | Time: 2458.89 ms [2021-01-03 10:05:35 main:574] : INFO : Epoch 1003 | loss: 0.031129 | val_loss: 0.0311429 | Time: 2468.48 ms [2021-01-03 10:05:37 main:574] : INFO : Epoch 1004 | loss: 0.031127 | val_loss: 0.0311432 | Time: 2458.26 ms [2021-01-03 10:05:40 main:574] : INFO : Epoch 1005 | loss: 0.0311251 | val_loss: 0.0311413 | Time: 2430.01 ms [2021-01-03 10:05:42 main:574] : INFO : Epoch 1006 | loss: 0.0311252 | val_loss: 0.0311435 | Time: 2421.05 ms [2021-01-03 10:05:45 main:574] : INFO : Epoch 1007 | loss: 0.031125 | val_loss: 0.0311515 | Time: 2414.35 ms [2021-01-03 10:05:47 main:574] : INFO : Epoch 1008 | loss: 0.0311253 | val_loss: 0.0311475 | Time: 2446.48 ms [2021-01-03 10:05:49 main:574] : INFO : Epoch 1009 | loss: 0.0311229 | val_loss: 0.0311501 | Time: 2444.23 ms [2021-01-03 10:05:52 main:574] : INFO : Epoch 1010 | loss: 0.0311238 | val_loss: 0.0311445 | Time: 2469.99 ms [2021-01-03 10:05:55 main:574] : INFO : Epoch 1011 | loss: 0.0311276 | val_loss: 0.0311496 | Time: 2607.87 ms [2021-01-03 10:05:57 main:574] : INFO : Epoch 1012 | loss: 0.0311261 | val_loss: 0.0311441 | Time: 2435.84 ms [2021-01-03 10:05:59 main:574] : INFO : Epoch 1013 | loss: 0.0311272 | val_loss: 0.0311448 | Time: 2474.17 ms [2021-01-03 10:06:02 main:574] : INFO : Epoch 1014 | loss: 0.0311238 | val_loss: 0.0311468 | Time: 2448.33 ms [2021-01-03 10:06:04 main:574] : INFO : Epoch 1015 | loss: 0.0311221 | val_loss: 0.0311448 | Time: 2390.61 ms [2021-01-03 10:06:07 main:574] : INFO : Epoch 1016 | loss: 0.0311216 | val_loss: 0.0311476 | Time: 2263.68 ms [2021-01-03 10:06:09 main:574] : INFO : Epoch 1017 | loss: 0.0311261 | val_loss: 0.0311517 | Time: 2530.59 ms [2021-01-03 10:06:12 main:574] : INFO : Epoch 1018 | loss: 0.0311259 | val_loss: 0.0311458 | Time: 2447.65 ms [2021-01-03 10:06:14 main:574] : INFO : Epoch 1019 | loss: 0.0311234 | val_loss: 0.0311426 | Time: 2483.36 ms [2021-01-03 10:06:17 main:574] : INFO : Epoch 1020 | loss: 0.0311228 | val_loss: 0.0311445 | Time: 2425.73 ms [2021-01-03 10:06:19 main:574] : INFO : Epoch 1021 | loss: 0.0311222 | val_loss: 0.0311471 | Time: 2407.43 ms [2021-01-03 10:06:22 main:574] : INFO : Epoch 1022 | loss: 0.0311219 | val_loss: 0.0311442 | Time: 2430.59 ms [2021-01-03 10:06:24 main:574] : INFO : Epoch 1023 | loss: 0.0311222 | val_loss: 0.0311422 | Time: 2455.1 ms [2021-01-03 10:06:27 main:574] : INFO : Epoch 1024 | loss: 0.0311231 | val_loss: 0.0311427 | Time: 2497.84 ms [2021-01-03 10:06:27 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311427 [2021-01-03 10:06:27 main:603] : INFO : Saving end state to config to file [2021-01-03 10:06:27 main:608] : INFO : Success, exiting.. 10:06:27 (14200): 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)