Task 3221303
| Name | ParityMachine-1605454741-11281-7_0 |
| Workunit | 1503987 |
| Created | 10 Dec 2020, 0:13:45 UTC |
| Sent | 10 Dec 2020, 10:40:25 UTC |
| Report deadline | 17 Dec 2020, 10:40:25 UTC |
| Received | 10 Dec 2020, 12:30:34 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 574 |
| Run time | 44 min 28 sec |
| CPU time | 43 min |
| 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> | val_loss: 0.031158 | Time: 2552.25 ms [2020-12-10 13:08:23 main:574] : INFO : Epoch 515 | loss: 0.031131 | val_loss: 0.0311554 | Time: 2431.88 ms [2020-12-10 13:08:26 main:574] : INFO : Epoch 516 | loss: 0.0311299 | val_loss: 0.0311619 | Time: 2473.96 ms [2020-12-10 13:08:28 main:574] : INFO : Epoch 517 | loss: 0.0311331 | val_loss: 0.0311564 | Time: 2565.53 ms [2020-12-10 13:08:31 main:574] : INFO : Epoch 518 | loss: 0.0311292 | val_loss: 0.0311569 | Time: 2623.82 ms [2020-12-10 13:08:33 main:574] : INFO : Epoch 519 | loss: 0.0311291 | val_loss: 0.0311601 | Time: 2490.05 ms [2020-12-10 13:08:36 main:574] : INFO : Epoch 520 | loss: 0.0311273 | val_loss: 0.0311546 | Time: 2554.5 ms [2020-12-10 13:08:39 main:574] : INFO : Epoch 521 | loss: 0.0311285 | val_loss: 0.0311649 | Time: 2506.06 ms [2020-12-10 13:08:41 main:574] : INFO : Epoch 522 | loss: 0.0311318 | val_loss: 0.0311586 | Time: 2558.07 ms [2020-12-10 13:08:44 main:574] : INFO : Epoch 523 | loss: 0.0311325 | val_loss: 0.0311555 | Time: 2514.93 ms [2020-12-10 13:08:46 main:574] : INFO : Epoch 524 | loss: 0.0311283 | val_loss: 0.0311522 | Time: 2496.41 ms [2020-12-10 13:08:49 main:574] : INFO : Epoch 525 | loss: 0.0311251 | val_loss: 0.0311518 | Time: 2528.9 ms [2020-12-10 13:08:51 main:574] : INFO : Epoch 526 | loss: 0.0311241 | val_loss: 0.0311513 | Time: 2521.67 ms [2020-12-10 13:08:54 main:574] : INFO : Epoch 527 | loss: 0.0311232 | val_loss: 0.0311492 | Time: 2496.55 ms [2020-12-10 13:08:56 main:574] : INFO : Epoch 528 | loss: 0.0311247 | val_loss: 0.0311543 | Time: 2564.93 ms [2020-12-10 13:08:59 main:574] : INFO : Epoch 529 | loss: 0.0311262 | val_loss: 0.0311558 | Time: 2525.74 ms [2020-12-10 13:09:02 main:574] : INFO : Epoch 530 | loss: 0.0311263 | val_loss: 0.0311553 | Time: 2542.09 ms [2020-12-10 13:09:04 main:574] : INFO : Epoch 531 | loss: 0.0311263 | val_loss: 0.0311545 | Time: 2478.72 ms [2020-12-10 13:09:07 main:574] : INFO : Epoch 532 | loss: 0.0311292 | val_loss: 0.03115 | Time: 2507.23 ms [2020-12-10 13:09:09 main:574] : INFO : Epoch 533 | loss: 0.0311253 | val_loss: 0.031155 | Time: 2500.97 ms [2020-12-10 13:09:12 main:574] : INFO : Epoch 534 | loss: 0.0311235 | val_loss: 0.0311517 | Time: 2479.77 ms [2020-12-10 13:09:15 main:574] : INFO : Epoch 535 | loss: 0.0311234 | val_loss: 0.0311556 | Time: 2586.64 ms [2020-12-10 13:09:17 main:574] : INFO : Epoch 536 | loss: 0.0311247 | val_loss: 0.031156 | Time: 2509.47 ms [2020-12-10 13:09:20 main:574] : INFO : Epoch 537 | loss: 0.0311247 | val_loss: 0.0311539 | Time: 2512.07 ms [2020-12-10 13:09:22 main:574] : INFO : Epoch 538 | loss: 0.0311238 | val_loss: 0.0311561 | Time: 2567.71 ms [2020-12-10 13:09:25 main:574] : INFO : Epoch 539 | loss: 0.0311258 | val_loss: 0.0311535 | Time: 2551.63 ms [2020-12-10 13:09:27 main:574] : INFO : Epoch 540 | loss: 0.0311256 | val_loss: 0.0311593 | Time: 2549.59 ms [2020-12-10 13:09:30 main:574] : INFO : Epoch 541 | loss: 0.031128 | val_loss: 0.0311585 | Time: 2494.3 ms [2020-12-10 13:09:32 main:574] : INFO : Epoch 542 | loss: 0.0311263 | val_loss: 0.0311507 | Time: 2502.71 ms [2020-12-10 13:09:35 main:574] : INFO : Epoch 543 | loss: 0.0311265 | val_loss: 0.03115 | Time: 2535.29 ms [2020-12-10 13:09:38 main:574] : INFO : Epoch 544 | loss: 0.0311275 | val_loss: 0.0311632 | Time: 2511.19 ms [2020-12-10 13:09:40 main:574] : INFO : Epoch 545 | loss: 0.0311365 | val_loss: 0.0311569 | Time: 2520.06 ms [2020-12-10 13:09:43 main:574] : INFO : Epoch 546 | loss: 0.0311346 | val_loss: 0.0311554 | Time: 2597.37 ms [2020-12-10 13:09:45 main:574] : INFO : Epoch 547 | loss: 0.0311315 | val_loss: 0.0311558 | Time: 2567.35 ms [2020-12-10 13:09:48 main:574] : INFO : Epoch 548 | loss: 0.0311296 | val_loss: 0.0311566 | Time: 2553.21 ms [2020-12-10 13:09:51 main:574] : INFO : Epoch 549 | loss: 0.0311292 | val_loss: 0.0311568 | Time: 2624.31 ms [2020-12-10 13:09:53 main:574] : INFO : Epoch 550 | loss: 0.0311306 | val_loss: 0.0311565 | Time: 2553.82 ms [2020-12-10 13:09:56 main:574] : INFO : Epoch 551 | loss: 0.0311287 | val_loss: 0.0311549 | Time: 2565.45 ms [2020-12-10 13:09:58 main:574] : INFO : Epoch 552 | loss: 0.0311268 | val_loss: 0.0311581 | Time: 2536.15 ms [2020-12-10 13:10:01 main:574] : INFO : Epoch 553 | loss: 0.0311266 | val_loss: 0.0311529 | Time: 2529.22 ms [2020-12-10 13:10:04 main:574] : INFO : Epoch 554 | loss: 0.0311288 | val_loss: 0.0311538 | Time: 2534.43 ms [2020-12-10 13:10:06 main:574] : INFO : Epoch 555 | loss: 0.0311309 | val_loss: 0.0311579 | Time: 2615.88 ms [2020-12-10 13:10:09 main:574] : INFO : Epoch 556 | loss: 0.0311364 | val_loss: 0.0311546 | Time: 2554.27 ms [2020-12-10 13:10:11 main:574] : INFO : Epoch 557 | loss: 0.0311343 | val_loss: 0.0311574 | Time: 2518.64 ms [2020-12-10 13:10:14 main:574] : INFO : Epoch 558 | loss: 0.031133 | val_loss: 0.0311564 | Time: 2585.89 ms [2020-12-10 13:10:17 main:574] : INFO : Epoch 559 | loss: 0.0311338 | val_loss: 0.0311588 | Time: 2536.16 ms [2020-12-10 13:10:19 main:574] : INFO : Epoch 560 | loss: 0.0311287 | val_loss: 0.0311557 | Time: 2547.49 ms [2020-12-10 13:10:22 main:574] : INFO : Epoch 561 | loss: 0.0311291 | val_loss: 0.0311551 | Time: 2493.08 ms [2020-12-10 13:10:24 main:574] : INFO : Epoch 562 | loss: 0.0311274 | val_loss: 0.0311538 | Time: 2490.94 ms [2020-12-10 13:10:27 main:574] : INFO : Epoch 563 | loss: 0.0311274 | val_loss: 0.0311565 | Time: 2583.71 ms [2020-12-10 13:10:29 main:574] : INFO : Epoch 564 | loss: 0.0311258 | val_loss: 0.0311531 | Time: 2591.47 ms [2020-12-10 13:10:32 main:574] : INFO : Epoch 565 | loss: 0.0311282 | val_loss: 0.0311542 | Time: 2495.21 ms [2020-12-10 13:10:35 main:574] : INFO : Epoch 566 | loss: 0.03113 | val_loss: 0.0311563 | Time: 2620.65 ms [2020-12-10 13:10:37 main:574] : INFO : Epoch 567 | loss: 0.0311287 | val_loss: 0.031156 | Time: 2519.2 ms [2020-12-10 13:10:40 main:574] : INFO : Epoch 568 | loss: 0.0311314 | val_loss: 0.0311564 | Time: 2521.34 ms [2020-12-10 13:10:42 main:574] : INFO : Epoch 569 | loss: 0.031136 | val_loss: 0.0311533 | Time: 2558.21 ms [2020-12-10 13:10:45 main:574] : INFO : Epoch 570 | loss: 0.0311359 | val_loss: 0.0311519 | Time: 2496.04 ms [2020-12-10 13:10:47 main:574] : INFO : Epoch 571 | loss: 0.0311367 | val_loss: 0.0311553 | Time: 2552.56 ms [2020-12-10 13:10:50 main:574] : INFO : Epoch 572 | loss: 0.0311371 | val_loss: 0.0311519 | Time: 2566.51 ms [2020-12-10 13:10:53 main:574] : INFO : Epoch 573 | loss: 0.0311335 | val_loss: 0.0311517 | Time: 2553.22 ms [2020-12-10 13:10:55 main:574] : INFO : Epoch 574 | loss: 0.0311308 | val_loss: 0.031152 | Time: 2497.88 ms [2020-12-10 13:10:58 main:574] : INFO : Epoch 575 | loss: 0.0311287 | val_loss: 0.0311501 | Time: 2504.09 ms [2020-12-10 13:11:00 main:574] : INFO : Epoch 576 | loss: 0.0311288 | val_loss: 0.0311567 | Time: 2557.46 ms [2020-12-10 13:11:03 main:574] : INFO : Epoch 577 | loss: 0.0311285 | val_loss: 0.0311549 | Time: 2555.96 ms [2020-12-10 13:11:05 main:574] : INFO : Epoch 578 | loss: 0.0311407 | val_loss: 0.0311551 | Time: 2510.42 ms [2020-12-10 13:11:08 main:574] : INFO : Epoch 579 | loss: 0.0311378 | val_loss: 0.0311592 | Time: 2506.27 ms [2020-12-10 13:11:11 main:574] : INFO : Epoch 580 | loss: 0.0311438 | val_loss: 0.0311581 | Time: 2542.31 ms [2020-12-10 13:11:13 main:574] : INFO : Epoch 581 | loss: 0.0311438 | val_loss: 0.0311621 | Time: 2494.98 ms [2020-12-10 13:11:16 main:574] : INFO : Epoch 582 | loss: 0.0311378 | val_loss: 0.0311549 | Time: 2450.67 ms [2020-12-10 13:11:18 main:574] : INFO : Epoch 583 | loss: 0.0311345 | val_loss: 0.0311578 | Time: 2471.78 ms [2020-12-10 13:11:21 main:574] : INFO : Epoch 584 | loss: 0.0311305 | val_loss: 0.0311529 | Time: 2446.94 ms [2020-12-10 13:11:23 main:574] : INFO : Epoch 585 | loss: 0.0311306 | val_loss: 0.0311536 | Time: 2460.55 ms [2020-12-10 13:11:26 main:574] : INFO : Epoch 586 | loss: 0.0311305 | val_loss: 0.0311507 | Time: 2476.04 ms [2020-12-10 13:11:28 main:574] : INFO : Epoch 587 | loss: 0.031128 | val_loss: 0.0311588 | Time: 2517.85 ms [2020-12-10 13:11:31 main:574] : INFO : Epoch 588 | loss: 0.0311285 | val_loss: 0.0311503 | Time: 2467.55 ms [2020-12-10 13:11:33 main:574] : INFO : Epoch 589 | loss: 0.0311294 | val_loss: 0.0311507 | Time: 2508.48 ms [2020-12-10 13:11:36 main:574] : INFO : Epoch 590 | loss: 0.031129 | val_loss: 0.031151 | Time: 2512.2 ms [2020-12-10 13:11:38 main:574] : INFO : Epoch 591 | loss: 0.031128 | val_loss: 0.0311492 | Time: 2619.05 ms [2020-12-10 13:11:41 main:574] : INFO : Epoch 592 | loss: 0.0311267 | val_loss: 0.0311512 | Time: 2514.44 ms [2020-12-10 13:11:44 main:574] : INFO : Epoch 593 | loss: 0.0311258 | val_loss: 0.0311607 | Time: 2523.77 ms [2020-12-10 13:11:46 main:574] : INFO : Epoch 594 | loss: 0.0311316 | val_loss: 0.0311676 | Time: 2468.4 ms [2020-12-10 13:11:49 main:574] : INFO : Epoch 595 | loss: 0.0311368 | val_loss: 0.0311543 | Time: 2525.69 ms [2020-12-10 13:11:51 main:574] : INFO : Epoch 596 | loss: 0.0311263 | val_loss: 0.0311546 | Time: 2530.17 ms [2020-12-10 13:11:54 main:574] : INFO : Epoch 597 | loss: 0.0311271 | val_loss: 0.0311612 | Time: 2481.24 ms [2020-12-10 13:11:56 main:574] : INFO : Epoch 598 | loss: 0.0311273 | val_loss: 0.0311605 | Time: 2500.11 ms [2020-12-10 13:11:59 main:574] : INFO : Epoch 599 | loss: 0.0311282 | val_loss: 0.0311575 | Time: 2527.73 ms [2020-12-10 13:12:01 main:574] : INFO : Epoch 600 | loss: 0.0311275 | val_loss: 0.0311593 | Time: 2540.7 ms [2020-12-10 13:12:04 main:574] : INFO : Epoch 601 | loss: 0.0311259 | val_loss: 0.0311558 | Time: 2536.75 ms [2020-12-10 13:12:07 main:574] : INFO : Epoch 602 | loss: 0.031126 | val_loss: 0.0311577 | Time: 2540.26 ms [2020-12-10 13:12:09 main:574] : INFO : Epoch 603 | loss: 0.0311262 | val_loss: 0.0311649 | Time: 2538.59 ms [2020-12-10 13:12:12 main:574] : INFO : Epoch 604 | loss: 0.0311281 | val_loss: 0.0311571 | Time: 2524.95 ms [2020-12-10 13:12:14 main:574] : INFO : Epoch 605 | loss: 0.0311254 | val_loss: 0.031154 | Time: 2505.79 ms [2020-12-10 13:12:17 main:574] : INFO : Epoch 606 | loss: 0.0311242 | val_loss: 0.0311582 | Time: 2513.49 ms [2020-12-10 13:12:19 main:574] : INFO : Epoch 607 | loss: 0.0311284 | val_loss: 0.0311581 | Time: 2511.05 ms [2020-12-10 13:12:22 main:574] : INFO : Epoch 608 | loss: 0.0311268 | val_loss: 0.0311574 | Time: 2572.84 ms [2020-12-10 13:12:25 main:574] : INFO : Epoch 609 | loss: 0.0311248 | val_loss: 0.0311545 | Time: 2579.6 ms [2020-12-10 13:12:27 main:574] : INFO : Epoch 610 | loss: 0.0311249 | val_loss: 0.0311548 | Time: 2558.53 ms [2020-12-10 13:12:30 main:574] : INFO : Epoch 611 | loss: 0.0311285 | val_loss: 0.0311565 | Time: 2613.09 ms [2020-12-10 13:12:32 main:574] : INFO : Epoch 612 | loss: 0.0311276 | val_loss: 0.0311554 | Time: 2528.07 ms [2020-12-10 13:12:35 main:574] : INFO : Epoch 613 | loss: 0.0311319 | val_loss: 0.0311565 | Time: 2564.61 ms [2020-12-10 13:12:38 main:574] : INFO : Epoch 614 | loss: 0.0311266 | val_loss: 0.0311549 | Time: 2604.02 ms [2020-12-10 13:12:40 main:574] : INFO : Epoch 615 | loss: 0.0311287 | val_loss: 0.0311578 | Time: 2671.34 ms [2020-12-10 13:12:43 main:574] : INFO : Epoch 616 | loss: 0.031127 | val_loss: 0.0311544 | Time: 2543.59 ms [2020-12-10 13:12:45 main:574] : INFO : Epoch 617 | loss: 0.0311265 | val_loss: 0.0311564 | Time: 2463.96 ms [2020-12-10 13:12:48 main:574] : INFO : Epoch 618 | loss: 0.0311243 | val_loss: 0.0311575 | Time: 2540.02 ms [2020-12-10 13:12:51 main:574] : INFO : Epoch 619 | loss: 0.0311236 | val_loss: 0.0311576 | Time: 2595.98 ms [2020-12-10 13:12:53 main:574] : INFO : Epoch 620 | loss: 0.0311228 | val_loss: 0.0311572 | Time: 2544.17 ms [2020-12-10 13:12:56 main:574] : INFO : Epoch 621 | loss: 0.031125 | val_loss: 0.0311617 | Time: 2580.04 ms [2020-12-10 13:12:58 main:574] : INFO : Epoch 622 | loss: 0.0311275 | val_loss: 0.0311567 | Time: 2587.32 ms [2020-12-10 13:13:01 main:574] : INFO : Epoch 623 | loss: 0.031127 | val_loss: 0.0311531 | Time: 2517.3 ms [2020-12-10 13:13:04 main:574] : INFO : Epoch 624 | loss: 0.0311278 | val_loss: 0.0311589 | Time: 2554.7 ms [2020-12-10 13:13:06 main:574] : INFO : Epoch 625 | loss: 0.031126 | val_loss: 0.031156 | Time: 2526.94 ms [2020-12-10 13:13:09 main:574] : INFO : Epoch 626 | loss: 0.0311246 | val_loss: 0.0311582 | Time: 2539.48 ms [2020-12-10 13:13:11 main:574] : INFO : Epoch 627 | loss: 0.031124 | val_loss: 0.0311572 | Time: 2500.66 ms [2020-12-10 13:13:14 main:574] : INFO : Epoch 628 | loss: 0.0311272 | val_loss: 0.0311564 | Time: 2522.2 ms [2020-12-10 13:13:16 main:574] : INFO : Epoch 629 | loss: 0.031126 | val_loss: 0.0311599 | Time: 2570.56 ms [2020-12-10 13:13:19 main:574] : INFO : Epoch 630 | loss: 0.0311282 | val_loss: 0.0311625 | Time: 2536.95 ms [2020-12-10 13:13:22 main:574] : INFO : Epoch 631 | loss: 0.0311243 | val_loss: 0.0311545 | Time: 2543.64 ms [2020-12-10 13:13:24 main:574] : INFO : Epoch 632 | loss: 0.0311241 | val_loss: 0.0311552 | Time: 2506.5 ms [2020-12-10 13:13:27 main:574] : INFO : Epoch 633 | loss: 0.0311275 | val_loss: 0.0311592 | Time: 2604.95 ms [2020-12-10 13:13:29 main:574] : INFO : Epoch 634 | loss: 0.0311252 | val_loss: 0.0311554 | Time: 2569.59 ms [2020-12-10 13:13:32 main:574] : INFO : Epoch 635 | loss: 0.0311228 | val_loss: 0.0311566 | Time: 2545.47 ms [2020-12-10 13:13:35 main:574] : INFO : Epoch 636 | loss: 0.0311243 | val_loss: 0.0311545 | Time: 2562.72 ms [2020-12-10 13:13:37 main:574] : INFO : Epoch 637 | loss: 0.0311247 | val_loss: 0.0311565 | Time: 2506.85 ms [2020-12-10 13:13:40 main:574] : INFO : Epoch 638 | loss: 0.0311238 | val_loss: 0.0311539 | Time: 2562.34 ms [2020-12-10 13:13:42 main:574] : INFO : Epoch 639 | loss: 0.0311229 | val_loss: 0.0311564 | Time: 2562.62 ms [2020-12-10 13:13:45 main:574] : INFO : Epoch 640 | loss: 0.0311248 | val_loss: 0.0311564 | Time: 2540.34 ms [2020-12-10 13:13:47 main:574] : INFO : Epoch 641 | loss: 0.0311251 | val_loss: 0.031156 | Time: 2473.29 ms [2020-12-10 13:13:50 main:574] : INFO : Epoch 642 | loss: 0.031122 | val_loss: 0.0311563 | Time: 2521.17 ms [2020-12-10 13:13:53 main:574] : INFO : Epoch 643 | loss: 0.0311224 | val_loss: 0.0311558 | Time: 2465.32 ms [2020-12-10 13:13:55 main:574] : INFO : Epoch 644 | loss: 0.0311252 | val_loss: 0.0311516 | Time: 2541.05 ms [2020-12-10 13:13:58 main:574] : INFO : Epoch 645 | loss: 0.0311303 | val_loss: 0.0311501 | Time: 2615.23 ms [2020-12-10 13:14:00 main:574] : INFO : Epoch 646 | loss: 0.031128 | val_loss: 0.0311535 | Time: 2601.01 ms [2020-12-10 13:14:03 main:574] : INFO : Epoch 647 | loss: 0.0311263 | val_loss: 0.031152 | Time: 2555.21 ms [2020-12-10 13:14:06 main:574] : INFO : Epoch 648 | loss: 0.0311254 | val_loss: 0.0311498 | Time: 2505.35 ms [2020-12-10 13:14:08 main:574] : INFO : Epoch 649 | loss: 0.0311241 | val_loss: 0.0311536 | Time: 2529.96 ms [2020-12-10 13:14:11 main:574] : INFO : Epoch 650 | loss: 0.0311254 | val_loss: 0.0311569 | Time: 2500.82 ms [2020-12-10 13:14:14 main:574] : INFO : Epoch 651 | loss: 0.0311235 | val_loss: 0.0311511 | Time: 2527.2 ms [2020-12-10 13:14:16 main:574] : INFO : Epoch 652 | loss: 0.0311246 | val_loss: 0.0311604 | Time: 2449.88 ms [2020-12-10 13:14:19 main:574] : INFO : Epoch 653 | loss: 0.0311266 | val_loss: 0.031156 | Time: 2579.06 ms [2020-12-10 13:14:21 main:574] : INFO : Epoch 654 | loss: 0.0311213 | val_loss: 0.0311597 | Time: 2588.29 ms [2020-12-10 13:14:24 main:574] : INFO : Epoch 655 | loss: 0.0311216 | val_loss: 0.0311566 | Time: 2493.59 ms [2020-12-10 13:14:26 main:574] : INFO : Epoch 656 | loss: 0.0311256 | val_loss: 0.0311537 | Time: 2561.36 ms [2020-12-10 13:14:29 main:574] : INFO : Epoch 657 | loss: 0.0311305 | val_loss: 0.0311575 | Time: 2535.08 ms [2020-12-10 13:14:32 main:574] : INFO : Epoch 658 | loss: 0.0311266 | val_loss: 0.0311565 | Time: 2516.26 ms [2020-12-10 13:14:34 main:574] : INFO : Epoch 659 | loss: 0.0311265 | val_loss: 0.0311517 | Time: 2588.26 ms [2020-12-10 13:14:37 main:574] : INFO : Epoch 660 | loss: 0.0311274 | val_loss: 0.0311505 | Time: 2546.16 ms [2020-12-10 13:14:39 main:574] : INFO : Epoch 661 | loss: 0.0311252 | val_loss: 0.0311536 | Time: 2603.85 ms [2020-12-10 13:14:42 main:574] : INFO : Epoch 662 | loss: 0.0311293 | val_loss: 0.0311529 | Time: 2476.53 ms [2020-12-10 13:14:44 main:574] : INFO : Epoch 663 | loss: 0.0311271 | val_loss: 0.0311506 | Time: 2539.41 ms [2020-12-10 13:14:47 main:574] : INFO : Epoch 664 | loss: 0.0311278 | val_loss: 0.0311509 | Time: 2558.65 ms [2020-12-10 13:14:50 main:574] : INFO : Epoch 665 | loss: 0.0311269 | val_loss: 0.0311566 | Time: 2550.72 ms [2020-12-10 13:14:52 main:574] : INFO : Epoch 666 | loss: 0.0311255 | val_loss: 0.0311493 | Time: 2523.59 ms [2020-12-10 13:14:55 main:574] : INFO : Epoch 667 | loss: 0.0311246 | val_loss: 0.0311551 | Time: 2582.02 ms [2020-12-10 13:14:57 main:574] : INFO : Epoch 668 | loss: 0.0311272 | val_loss: 0.0311518 | Time: 2587.64 ms [2020-12-10 13:15:00 main:574] : INFO : Epoch 669 | loss: 0.0311347 | val_loss: 0.0311585 | Time: 2546.53 ms [2020-12-10 13:15:03 main:574] : INFO : Epoch 670 | loss: 0.0311379 | val_loss: 0.0311548 | Time: 2485.49 ms [2020-12-10 13:15:05 main:574] : INFO : Epoch 671 | loss: 0.0311405 | val_loss: 0.0311631 | Time: 2528.14 ms [2020-12-10 13:15:08 main:574] : INFO : Epoch 672 | loss: 0.0311436 | val_loss: 0.0311602 | Time: 2625.54 ms [2020-12-10 13:15:10 main:574] : INFO : Epoch 673 | loss: 0.0311403 | val_loss: 0.0311564 | Time: 2566.79 ms [2020-12-10 13:15:13 main:574] : INFO : Epoch 674 | loss: 0.0311379 | val_loss: 0.0311535 | Time: 2504.71 ms [2020-12-10 13:15:16 main:574] : INFO : Epoch 675 | loss: 0.0311388 | val_loss: 0.0311549 | Time: 2568.8 ms [2020-12-10 13:15:18 main:574] : INFO : Epoch 676 | loss: 0.0311346 | val_loss: 0.0311592 | Time: 2565.4 ms [2020-12-10 13:15:21 main:574] : INFO : Epoch 677 | loss: 0.031137 | val_loss: 0.0311552 | Time: 2579.85 ms [2020-12-10 13:15:23 main:574] : INFO : Epoch 678 | loss: 0.0311337 | val_loss: 0.0311568 | Time: 2621.86 ms [2020-12-10 13:15:26 main:574] : INFO : Epoch 679 | loss: 0.031131 | val_loss: 0.0311517 | Time: 2536.92 ms [2020-12-10 13:15:29 main:574] : INFO : Epoch 680 | loss: 0.0311306 | val_loss: 0.0311529 | Time: 2564.07 ms [2020-12-10 13:15:31 main:574] : INFO : Epoch 681 | loss: 0.0311321 | val_loss: 0.0311507 | Time: 2564.48 ms [2020-12-10 13:15:34 main:574] : INFO : Epoch 682 | loss: 0.0311298 | val_loss: 0.0311563 | Time: 2459.69 ms [2020-12-10 13:15:36 main:574] : INFO : Epoch 683 | loss: 0.0311293 | val_loss: 0.0311546 | Time: 2552.61 ms [2020-12-10 13:15:39 main:574] : INFO : Epoch 684 | loss: 0.0311273 | val_loss: 0.0311531 | Time: 2521.04 ms [2020-12-10 13:15:41 main:574] : INFO : Epoch 685 | loss: 0.0311273 | val_loss: 0.0311556 | Time: 2498.15 ms [2020-12-10 13:15:44 main:574] : INFO : Epoch 686 | loss: 0.0311282 | val_loss: 0.0311564 | Time: 2486.27 ms [2020-12-10 13:15:47 main:574] : INFO : Epoch 687 | loss: 0.0311278 | val_loss: 0.0311507 | Time: 2595.57 ms [2020-12-10 13:15:49 main:574] : INFO : Epoch 688 | loss: 0.0311255 | val_loss: 0.0311501 | Time: 2491.78 ms [2020-12-10 13:15:52 main:574] : INFO : Epoch 689 | loss: 0.0311263 | val_loss: 0.0311503 | Time: 2603.45 ms [2020-12-10 13:15:54 main:574] : INFO : Epoch 690 | loss: 0.0311328 | val_loss: 0.0311619 | Time: 2542.49 ms [2020-12-10 13:15:57 main:574] : INFO : Epoch 691 | loss: 0.0311314 | val_loss: 0.0311566 | Time: 2479.19 ms [2020-12-10 13:15:59 main:574] : INFO : Epoch 692 | loss: 0.0311283 | val_loss: 0.0311543 | Time: 2516.91 ms [2020-12-10 13:16:02 main:574] : INFO : Epoch 693 | loss: 0.0311269 | val_loss: 0.0311544 | Time: 2626.4 ms [2020-12-10 13:16:05 main:574] : INFO : Epoch 694 | loss: 0.0311261 | val_loss: 0.0311546 | Time: 2547.02 ms [2020-12-10 13:16:07 main:574] : INFO : Epoch 695 | loss: 0.0311265 | val_loss: 0.0311574 | Time: 2580.14 ms [2020-12-10 13:16:10 main:574] : INFO : Epoch 696 | loss: 0.0311304 | val_loss: 0.0311567 | Time: 2497.74 ms [2020-12-10 13:16:12 main:574] : INFO : Epoch 697 | loss: 0.0311265 | val_loss: 0.0311587 | Time: 2593.5 ms [2020-12-10 13:16:15 main:574] : INFO : Epoch 698 | loss: 0.0311272 | val_loss: 0.0311546 | Time: 2547.2 ms [2020-12-10 13:16:18 main:574] : INFO : Epoch 699 | loss: 0.0311247 | val_loss: 0.0311582 | Time: 2618.21 ms [2020-12-10 13:16:20 main:574] : INFO : Epoch 700 | loss: 0.0311268 | val_loss: 0.0311517 | Time: 2521.99 ms [2020-12-10 13:16:23 main:574] : INFO : Epoch 701 | loss: 0.0311277 | val_loss: 0.0311555 | Time: 2553.25 ms [2020-12-10 13:16:26 main:574] : INFO : Epoch 702 | loss: 0.0311311 | val_loss: 0.0311606 | Time: 2678.73 ms [2020-12-10 13:16:28 main:574] : INFO : Epoch 703 | loss: 0.0311406 | val_loss: 0.0311544 | Time: 2511.21 ms [2020-12-10 13:16:31 main:574] : INFO : Epoch 704 | loss: 0.0311346 | val_loss: 0.0311584 | Time: 2561.97 ms [2020-12-10 13:16:33 main:574] : INFO : Epoch 705 | loss: 0.0311349 | val_loss: 0.0311541 | Time: 2543.88 ms [2020-12-10 13:16:36 main:574] : INFO : Epoch 706 | loss: 0.0311335 | val_loss: 0.0311522 | Time: 2472.91 ms [2020-12-10 13:16:39 main:574] : INFO : Epoch 707 | loss: 0.0311341 | val_loss: 0.0311589 | Time: 2629.3 ms [2020-12-10 13:16:41 main:574] : INFO : Epoch 708 | loss: 0.0311331 | val_loss: 0.0311536 | Time: 2534.16 ms [2020-12-10 13:16:44 main:574] : INFO : Epoch 709 | loss: 0.0311338 | val_loss: 0.0311513 | Time: 2580.97 ms [2020-12-10 13:16:46 main:574] : INFO : Epoch 710 | loss: 0.0311332 | val_loss: 0.0311539 | Time: 2552.77 ms [2020-12-10 13:16:49 main:574] : INFO : Epoch 711 | loss: 0.0311293 | val_loss: 0.0311538 | Time: 2518.08 ms [2020-12-10 13:16:51 main:574] : INFO : Epoch 712 | loss: 0.03113 | val_loss: 0.0311534 | Time: 2492.81 ms [2020-12-10 13:16:54 main:574] : INFO : Epoch 713 | loss: 0.031132 | val_loss: 0.0311538 | Time: 2606.81 ms [2020-12-10 13:16:57 main:574] : INFO : Epoch 714 | loss: 0.0311314 | val_loss: 0.0311524 | Time: 2574.22 ms [2020-12-10 13:16:59 main:574] : INFO : Epoch 715 | loss: 0.0311298 | val_loss: 0.0311539 | Time: 2600.28 ms [2020-12-10 13:17:02 main:574] : INFO : Epoch 716 | loss: 0.0311328 | val_loss: 0.0311591 | Time: 2561.03 ms [2020-12-10 13:17:05 main:574] : INFO : Epoch 717 | loss: 0.0311314 | val_loss: 0.0311556 | Time: 2749.42 ms [2020-12-10 13:17:07 main:574] : INFO : Epoch 718 | loss: 0.0311298 | val_loss: 0.0311543 | Time: 2542.64 ms [2020-12-10 13:17:10 main:574] : INFO : Epoch 719 | loss: 0.0311277 | val_loss: 0.0311529 | Time: 2574.89 ms [2020-12-10 13:17:12 main:574] : INFO : Epoch 720 | loss: 0.0311259 | val_loss: 0.0311509 | Time: 2477.11 ms [2020-12-10 13:17:15 main:574] : INFO : Epoch 721 | loss: 0.031126 | val_loss: 0.0311522 | Time: 2628.07 ms [2020-12-10 13:17:18 main:574] : INFO : Epoch 722 | loss: 0.0311246 | val_loss: 0.0311499 | Time: 2603.8 ms [2020-12-10 13:17:20 main:574] : INFO : Epoch 723 | loss: 0.0311247 | val_loss: 0.0311508 | Time: 2474.27 ms [2020-12-10 13:17:23 main:574] : INFO : Epoch 724 | loss: 0.0311225 | val_loss: 0.0311513 | Time: 2566.92 ms [2020-12-10 13:17:25 main:574] : INFO : Epoch 725 | loss: 0.0311222 | val_loss: 0.0311535 | Time: 2567.77 ms [2020-12-10 13:17:28 main:574] : INFO : Epoch 726 | loss: 0.0311228 | val_loss: 0.0311547 | Time: 2615.87 ms [2020-12-10 13:17:31 main:574] : INFO : Epoch 727 | loss: 0.0311236 | val_loss: 0.0311526 | Time: 2620.06 ms [2020-12-10 13:17:33 main:574] : INFO : Epoch 728 | loss: 0.0311239 | val_loss: 0.0311529 | Time: 2551.51 ms [2020-12-10 13:17:36 main:574] : INFO : Epoch 729 | loss: 0.0311261 | val_loss: 0.0311564 | Time: 2557.12 ms [2020-12-10 13:17:38 main:574] : INFO : Epoch 730 | loss: 0.0311283 | val_loss: 0.0311578 | Time: 2554.3 ms [2020-12-10 13:17:41 main:574] : INFO : Epoch 731 | loss: 0.0311261 | val_loss: 0.0311509 | Time: 2667.31 ms [2020-12-10 13:17:44 main:574] : INFO : Epoch 732 | loss: 0.0311224 | val_loss: 0.0311528 | Time: 2508.85 ms [2020-12-10 13:17:46 main:574] : INFO : Epoch 733 | loss: 0.0311264 | val_loss: 0.0311547 | Time: 2517.38 ms [2020-12-10 13:17:49 main:574] : INFO : Epoch 734 | loss: 0.0311277 | val_loss: 0.0311602 | Time: 2520.6 ms [2020-12-10 13:17:51 main:574] : INFO : Epoch 735 | loss: 0.0311297 | val_loss: 0.0311582 | Time: 2543.37 ms [2020-12-10 13:17:54 main:574] : INFO : Epoch 736 | loss: 0.0311279 | val_loss: 0.031153 | Time: 2575.76 ms [2020-12-10 13:17:57 main:574] : INFO : Epoch 737 | loss: 0.0311289 | val_loss: 0.0311519 | Time: 2481.1 ms [2020-12-10 13:17:59 main:574] : INFO : Epoch 738 | loss: 0.0311266 | val_loss: 0.0311557 | Time: 2552.95 ms [2020-12-10 13:18:02 main:574] : INFO : Epoch 739 | loss: 0.0311259 | val_loss: 0.0311526 | Time: 2579.81 ms [2020-12-10 13:18:04 main:574] : INFO : Epoch 740 | loss: 0.0311264 | val_loss: 0.0311564 | Time: 2641.29 ms [2020-12-10 13:18:07 main:574] : INFO : Epoch 741 | loss: 0.0311251 | val_loss: 0.0311502 | Time: 2487.62 ms [2020-12-10 13:18:10 main:574] : INFO : Epoch 742 | loss: 0.0311233 | val_loss: 0.0311545 | Time: 2567.12 ms [2020-12-10 13:18:12 main:574] : INFO : Epoch 743 | loss: 0.0311243 | val_loss: 0.0311546 | Time: 2505.51 ms [2020-12-10 13:18:15 main:574] : INFO : Epoch 744 | loss: 0.0311241 | val_loss: 0.0311573 | Time: 2513.42 ms [2020-12-10 13:18:17 main:574] : INFO : Epoch 745 | loss: 0.0311273 | val_loss: 0.0311532 | Time: 2520.54 ms [2020-12-10 13:18:20 main:574] : INFO : Epoch 746 | loss: 0.0311278 | val_loss: 0.0311602 | Time: 2517.96 ms [2020-12-10 13:18:22 main:574] : INFO : Epoch 747 | loss: 0.0311289 | val_loss: 0.0311566 | Time: 2500.73 ms [2020-12-10 13:18:25 main:574] : INFO : Epoch 748 | loss: 0.031126 | val_loss: 0.0311525 | Time: 2484.3 ms [2020-12-10 13:18:27 main:574] : INFO : Epoch 749 | loss: 0.0311249 | val_loss: 0.0311519 | Time: 2632.46 ms [2020-12-10 13:18:30 main:574] : INFO : Epoch 750 | loss: 0.0311245 | val_loss: 0.0311567 | Time: 2534.37 ms [2020-12-10 13:18:33 main:574] : INFO : Epoch 751 | loss: 0.0311241 | val_loss: 0.031151 | Time: 2552.66 ms [2020-12-10 13:18:35 main:574] : INFO : Epoch 752 | loss: 0.0311244 | val_loss: 0.0311576 | Time: 2479.37 ms [2020-12-10 13:18:38 main:574] : INFO : Epoch 753 | loss: 0.0311262 | val_loss: 0.0311559 | Time: 2491.52 ms [2020-12-10 13:18:40 main:574] : INFO : Epoch 754 | loss: 0.0311249 | val_loss: 0.0311534 | Time: 2544.06 ms [2020-12-10 13:18:43 main:574] : INFO : Epoch 755 | loss: 0.0311227 | val_loss: 0.031154 | Time: 2559.99 ms [2020-12-10 13:18:46 main:574] : INFO : Epoch 756 | loss: 0.0311253 | val_loss: 0.0311539 | Time: 2580.8 ms [2020-12-10 13:18:48 main:574] : INFO : Epoch 757 | loss: 0.031124 | val_loss: 0.0311519 | Time: 2517.73 ms [2020-12-10 13:18:51 main:574] : INFO : Epoch 758 | loss: 0.0311237 | val_loss: 0.0311534 | Time: 2575.31 ms [2020-12-10 13:18:53 main:574] : INFO : Epoch 759 | loss: 0.0311237 | val_loss: 0.0311499 | Time: 2570.17 ms [2020-12-10 13:18:56 main:574] : INFO : Epoch 760 | loss: 0.0311241 | val_loss: 0.0311519 | Time: 2562.01 ms [2020-12-10 13:18:59 main:574] : INFO : Epoch 761 | loss: 0.0311233 | val_loss: 0.0311497 | Time: 2630.82 ms [2020-12-10 13:19:01 main:574] : INFO : Epoch 762 | loss: 0.0311232 | val_loss: 0.0311518 | Time: 2539.1 ms [2020-12-10 13:19:04 main:574] : INFO : Epoch 763 | loss: 0.0311448 | val_loss: 0.0316657 | Time: 2545.25 ms [2020-12-10 13:19:06 main:574] : INFO : Epoch 764 | loss: 0.0339272 | val_loss: 0.0376123 | Time: 2468.59 ms [2020-12-10 13:19:09 main:574] : INFO : Epoch 765 | loss: 0.0356733 | val_loss: 0.0314744 | Time: 2509.75 ms [2020-12-10 13:19:11 main:574] : INFO : Epoch 766 | loss: 0.0315407 | val_loss: 0.031289 | Time: 2499.39 ms [2020-12-10 13:19:14 main:574] : INFO : Epoch 767 | loss: 0.0312839 | val_loss: 0.0312389 | Time: 2538.81 ms [2020-12-10 13:19:17 main:574] : INFO : Epoch 768 | loss: 0.0312274 | val_loss: 0.031217 | Time: 2656.32 ms [2020-12-10 13:19:19 main:574] : INFO : Epoch 769 | loss: 0.0312055 | val_loss: 0.0311984 | Time: 2567.66 ms [2020-12-10 13:19:22 main:574] : INFO : Epoch 770 | loss: 0.0311891 | val_loss: 0.0311864 | Time: 2508.45 ms [2020-12-10 13:19:24 main:574] : INFO : Epoch 771 | loss: 0.0311711 | val_loss: 0.0311664 | Time: 2525.89 ms [2020-12-10 13:19:27 main:574] : INFO : Epoch 772 | loss: 0.0311481 | val_loss: 0.0311592 | Time: 2595.18 ms [2020-12-10 13:19:30 main:574] : INFO : Epoch 773 | loss: 0.031135 | val_loss: 0.0311549 | Time: 2540.61 ms [2020-12-10 13:19:32 main:574] : INFO : Epoch 774 | loss: 0.0311298 | val_loss: 0.0311544 | Time: 2486.32 ms [2020-12-10 13:19:35 main:574] : INFO : Epoch 775 | loss: 0.0311266 | val_loss: 0.031153 | Time: 2557.63 ms [2020-12-10 13:19:37 main:574] : INFO : Epoch 776 | loss: 0.0311254 | val_loss: 0.0311516 | Time: 2578.78 ms [2020-12-10 13:19:40 main:574] : INFO : Epoch 777 | loss: 0.031125 | val_loss: 0.0311579 | Time: 2507.75 ms [2020-12-10 13:19:42 main:574] : INFO : Epoch 778 | loss: 0.0311298 | val_loss: 0.0311538 | Time: 2533.34 ms [2020-12-10 13:19:45 main:574] : INFO : Epoch 779 | loss: 0.0311283 | val_loss: 0.0311528 | Time: 2474.94 ms [2020-12-10 13:19:48 main:574] : INFO : Epoch 780 | loss: 0.0311278 | val_loss: 0.0311567 | Time: 2620.39 ms [2020-12-10 13:19:50 main:574] : INFO : Epoch 781 | loss: 0.0311276 | val_loss: 0.0311541 | Time: 2586.67 ms [2020-12-10 13:19:53 main:574] : INFO : Epoch 782 | loss: 0.0311316 | val_loss: 0.0311577 | Time: 2612.78 ms [2020-12-10 13:19:55 main:574] : INFO : Epoch 783 | loss: 0.0311322 | val_loss: 0.0311526 | Time: 2515.72 ms [2020-12-10 13:19:58 main:574] : INFO : Epoch 784 | loss: 0.0311326 | val_loss: 0.0311533 | Time: 2570.86 ms [2020-12-10 13:20:01 main:574] : INFO : Epoch 785 | loss: 0.0311299 | val_loss: 0.0311526 | Time: 2618.74 ms [2020-12-10 13:20:03 main:574] : INFO : Epoch 786 | loss: 0.0311273 | val_loss: 0.0311514 | Time: 2488.27 ms [2020-12-10 13:20:06 main:574] : INFO : Epoch 787 | loss: 0.0311253 | val_loss: 0.0311515 | Time: 2554.12 ms [2020-12-10 13:20:08 main:574] : INFO : Epoch 788 | loss: 0.0311272 | val_loss: 0.0311528 | Time: 2552.47 ms [2020-12-10 13:20:11 main:574] : INFO : Epoch 789 | loss: 0.0311271 | val_loss: 0.0311549 | Time: 2516.75 ms [2020-12-10 13:20:14 main:574] : INFO : Epoch 790 | loss: 0.0311239 | val_loss: 0.0311536 | Time: 2559.61 ms [2020-12-10 13:20:16 main:574] : INFO : Epoch 791 | loss: 0.0311254 | val_loss: 0.0311542 | Time: 2491.39 ms [2020-12-10 13:20:19 main:574] : INFO : Epoch 792 | loss: 0.0311242 | val_loss: 0.031154 | Time: 2555.92 ms [2020-12-10 13:20:21 main:574] : INFO : Epoch 793 | loss: 0.0311234 | val_loss: 0.0311501 | Time: 2587.49 ms [2020-12-10 13:20:24 main:574] : INFO : Epoch 794 | loss: 0.0311238 | val_loss: 0.0311647 | Time: 2490.26 ms [2020-12-10 13:20:27 main:574] : INFO : Epoch 795 | loss: 0.0311271 | val_loss: 0.0311537 | Time: 2624.11 ms [2020-12-10 13:20:29 main:574] : INFO : Epoch 796 | loss: 0.0311235 | val_loss: 0.0311532 | Time: 2538.28 ms [2020-12-10 13:20:32 main:574] : INFO : Epoch 797 | loss: 0.0311238 | val_loss: 0.0311578 | Time: 2530.37 ms [2020-12-10 13:20:34 main:574] : INFO : Epoch 798 | loss: 0.0311283 | val_loss: 0.0311565 | Time: 2502.73 ms [2020-12-10 13:20:37 main:574] : INFO : Epoch 799 | loss: 0.0311247 | val_loss: 0.0311525 | Time: 2599.32 ms [2020-12-10 13:20:40 main:574] : INFO : Epoch 800 | loss: 0.0311252 | val_loss: 0.0311498 | Time: 2645.74 ms [2020-12-10 13:20:42 main:574] : INFO : Epoch 801 | loss: 0.0311266 | val_loss: 0.0311496 | Time: 2521.45 ms [2020-12-10 13:20:45 main:574] : INFO : Epoch 802 | loss: 0.0311244 | val_loss: 0.0311512 | Time: 2542.54 ms [2020-12-10 13:20:47 main:574] : INFO : Epoch 803 | loss: 0.0311245 | val_loss: 0.0311497 | Time: 2507.38 ms [2020-12-10 13:20:50 main:574] : INFO : Epoch 804 | loss: 0.0311231 | val_loss: 0.0311532 | Time: 2510.75 ms [2020-12-10 13:20:52 main:574] : INFO : Epoch 805 | loss: 0.031121 | val_loss: 0.0311489 | Time: 2564.89 ms [2020-12-10 13:20:55 main:574] : INFO : Epoch 806 | loss: 0.0311208 | val_loss: 0.0311524 | Time: 2496.63 ms [2020-12-10 13:20:57 main:574] : INFO : Epoch 807 | loss: 0.0311209 | val_loss: 0.0311519 | Time: 2520.21 ms [2020-12-10 13:21:00 main:574] : INFO : Epoch 808 | loss: 0.0311216 | val_loss: 0.031155 | Time: 2547.13 ms [2020-12-10 13:21:03 main:574] : INFO : Epoch 809 | loss: 0.0311229 | val_loss: 0.031153 | Time: 2560.53 ms [2020-12-10 13:21:05 main:574] : INFO : Epoch 810 | loss: 0.0311227 | val_loss: 0.0311524 | Time: 2556.63 ms [2020-12-10 13:21:08 main:574] : INFO : Epoch 811 | loss: 0.0311224 | val_loss: 0.0311519 | Time: 2520.44 ms [2020-12-10 13:21:10 main:574] : INFO : Epoch 812 | loss: 0.0311224 | val_loss: 0.0311521 | Time: 2492.59 ms [2020-12-10 13:21:13 main:574] : INFO : Epoch 813 | loss: 0.0311207 | val_loss: 0.0311514 | Time: 2543.46 ms [2020-12-10 13:21:15 main:574] : INFO : Epoch 814 | loss: 0.0311214 | val_loss: 0.0311536 | Time: 2552.19 ms [2020-12-10 13:21:18 main:574] : INFO : Epoch 815 | loss: 0.031119 | val_loss: 0.0311517 | Time: 2659.96 ms [2020-12-10 13:21:21 main:574] : INFO : Epoch 816 | loss: 0.0311198 | val_loss: 0.0311528 | Time: 2507.36 ms [2020-12-10 13:21:23 main:574] : INFO : Epoch 817 | loss: 0.0311207 | val_loss: 0.031155 | Time: 2499.27 ms [2020-12-10 13:21:26 main:574] : INFO : Epoch 818 | loss: 0.0311207 | val_loss: 0.0311521 | Time: 2582.42 ms [2020-12-10 13:21:28 main:574] : INFO : Epoch 819 | loss: 0.0311184 | val_loss: 0.0311528 | Time: 2551.67 ms [2020-12-10 13:21:31 main:574] : INFO : Epoch 820 | loss: 0.0311208 | val_loss: 0.0311529 | Time: 2599.92 ms [2020-12-10 13:21:34 main:574] : INFO : Epoch 821 | loss: 0.031121 | val_loss: 0.0311534 | Time: 2538.65 ms [2020-12-10 13:21:36 main:574] : INFO : Epoch 822 | loss: 0.0311208 | val_loss: 0.0311496 | Time: 2517.09 ms [2020-12-10 13:21:39 main:574] : INFO : Epoch 823 | loss: 0.0311199 | val_loss: 0.0311512 | Time: 2588.98 ms [2020-12-10 13:21:41 main:574] : INFO : Epoch 824 | loss: 0.0311202 | val_loss: 0.0311554 | Time: 2522.08 ms [2020-12-10 13:21:44 main:574] : INFO : Epoch 825 | loss: 0.0311228 | val_loss: 0.0311573 | Time: 2503.36 ms [2020-12-10 13:21:47 main:574] : INFO : Epoch 826 | loss: 0.0311196 | val_loss: 0.0311578 | Time: 2713.32 ms [2020-12-10 13:21:49 main:574] : INFO : Epoch 827 | loss: 0.0311178 | val_loss: 0.0311505 | Time: 2690.53 ms [2020-12-10 13:21:52 main:574] : INFO : Epoch 828 | loss: 0.0311203 | val_loss: 0.0311532 | Time: 2571.78 ms [2020-12-10 13:21:55 main:574] : INFO : Epoch 829 | loss: 0.03112 | val_loss: 0.0311534 | Time: 2570.88 ms [2020-12-10 13:21:57 main:574] : INFO : Epoch 830 | loss: 0.0311174 | val_loss: 0.0311529 | Time: 2506.95 ms [2020-12-10 13:22:00 main:574] : INFO : Epoch 831 | loss: 0.0311174 | val_loss: 0.0311527 | Time: 2576.23 ms [2020-12-10 13:22:02 main:574] : INFO : Epoch 832 | loss: 0.0311182 | val_loss: 0.0311574 | Time: 2556.33 ms [2020-12-10 13:22:05 main:574] : INFO : Epoch 833 | loss: 0.0311172 | val_loss: 0.0311554 | Time: 2540.61 ms [2020-12-10 13:22:08 main:574] : INFO : Epoch 834 | loss: 0.0311195 | val_loss: 0.031155 | Time: 2513.76 ms [2020-12-10 13:22:10 main:574] : INFO : Epoch 835 | loss: 0.0311184 | val_loss: 0.031158 | Time: 2560.85 ms [2020-12-10 13:22:13 main:574] : INFO : Epoch 836 | loss: 0.0311203 | val_loss: 0.0311554 | Time: 2596.26 ms [2020-12-10 13:22:15 main:574] : INFO : Epoch 837 | loss: 0.03112 | val_loss: 0.0311544 | Time: 2512.63 ms [2020-12-10 13:22:18 main:574] : INFO : Epoch 838 | loss: 0.0311195 | val_loss: 0.031153 | Time: 2524.25 ms [2020-12-10 13:22:20 main:574] : INFO : Epoch 839 | loss: 0.031119 | val_loss: 0.0311525 | Time: 2529.55 ms [2020-12-10 13:22:23 main:574] : INFO : Epoch 840 | loss: 0.0311196 | val_loss: 0.0311533 | Time: 2588.17 ms [2020-12-10 13:22:26 main:574] : INFO : Epoch 841 | loss: 0.0311283 | val_loss: 0.0311538 | Time: 2594.14 ms [2020-12-10 13:22:28 main:574] : INFO : Epoch 842 | loss: 0.031134 | val_loss: 0.0311497 | Time: 2504.6 ms [2020-12-10 13:22:31 main:574] : INFO : Epoch 843 | loss: 0.0311294 | val_loss: 0.0311498 | Time: 2471.91 ms [2020-12-10 13:22:33 main:574] : INFO : Epoch 844 | loss: 0.0311283 | val_loss: 0.0311521 | Time: 2551.07 ms [2020-12-10 13:22:36 main:574] : INFO : Epoch 845 | loss: 0.0311259 | val_loss: 0.031151 | Time: 2520.81 ms [2020-12-10 13:22:39 main:574] : INFO : Epoch 846 | loss: 0.031125 | val_loss: 0.0311528 | Time: 2564.71 ms [2020-12-10 13:22:41 main:574] : INFO : Epoch 847 | loss: 0.0311275 | val_loss: 0.0311532 | Time: 2490.84 ms [2020-12-10 13:22:44 main:574] : INFO : Epoch 848 | loss: 0.0311242 | val_loss: 0.0311514 | Time: 2508.31 ms [2020-12-10 13:22:46 main:574] : INFO : Epoch 849 | loss: 0.0311229 | val_loss: 0.031151 | Time: 2542.95 ms [2020-12-10 13:22:49 main:574] : INFO : Epoch 850 | loss: 0.0311225 | val_loss: 0.031155 | Time: 2535.81 ms [2020-12-10 13:22:51 main:574] : INFO : Epoch 851 | loss: 0.0311227 | val_loss: 0.0311531 | Time: 2518.59 ms [2020-12-10 13:22:54 main:574] : INFO : Epoch 852 | loss: 0.0311405 | val_loss: 0.0311596 | Time: 2592.51 ms [2020-12-10 13:22:57 main:574] : INFO : Epoch 853 | loss: 0.0311471 | val_loss: 0.0311572 | Time: 2565.74 ms [2020-12-10 13:22:59 main:574] : INFO : Epoch 854 | loss: 0.031145 | val_loss: 0.0311564 | Time: 2516.27 ms [2020-12-10 13:23:02 main:574] : INFO : Epoch 855 | loss: 0.0311422 | val_loss: 0.0311537 | Time: 2575.57 ms [2020-12-10 13:23:04 main:574] : INFO : Epoch 856 | loss: 0.0311399 | val_loss: 0.0311555 | Time: 2559.54 ms [2020-12-10 13:23:07 main:574] : INFO : Epoch 857 | loss: 0.0311397 | val_loss: 0.0311533 | Time: 2534.2 ms [2020-12-10 13:23:09 main:574] : INFO : Epoch 858 | loss: 0.0311397 | val_loss: 0.0311543 | Time: 2520.79 ms [2020-12-10 13:23:12 main:574] : INFO : Epoch 859 | loss: 0.0311415 | val_loss: 0.0311529 | Time: 2621.57 ms [2020-12-10 13:23:15 main:574] : INFO : Epoch 860 | loss: 0.0311393 | val_loss: 0.0311514 | Time: 2479.84 ms [2020-12-10 13:23:17 main:574] : INFO : Epoch 861 | loss: 0.0311362 | val_loss: 0.0311524 | Time: 2525.45 ms [2020-12-10 13:23:20 main:574] : INFO : Epoch 862 | loss: 0.031134 | val_loss: 0.0311543 | Time: 2499.07 ms [2020-12-10 13:23:22 main:574] : INFO : Epoch 863 | loss: 0.0311461 | val_loss: 0.0311583 | Time: 2493.71 ms [2020-12-10 13:23:25 main:574] : INFO : Epoch 864 | loss: 0.0311472 | val_loss: 0.0311611 | Time: 2568.52 ms [2020-12-10 13:23:27 main:574] : INFO : Epoch 865 | loss: 0.0311448 | val_loss: 0.0311593 | Time: 2514.15 ms [2020-12-10 13:23:30 main:574] : INFO : Epoch 866 | loss: 0.0311416 | val_loss: 0.0311541 | Time: 2664.44 ms [2020-12-10 13:23:33 main:574] : INFO : Epoch 867 | loss: 0.0311378 | val_loss: 0.0311531 | Time: 2500.3 ms [2020-12-10 13:23:35 main:574] : INFO : Epoch 868 | loss: 0.0311374 | val_loss: 0.0311515 | Time: 2512.63 ms [2020-12-10 13:23:38 main:574] : INFO : Epoch 869 | loss: 0.0311362 | val_loss: 0.0311516 | Time: 2561.91 ms [2020-12-10 13:23:40 main:574] : INFO : Epoch 870 | loss: 0.0311367 | val_loss: 0.0311527 | Time: 2558.75 ms [2020-12-10 13:23:43 main:574] : INFO : Epoch 871 | loss: 0.0311391 | val_loss: 0.0311541 | Time: 2490.06 ms [2020-12-10 13:23:46 main:574] : INFO : Epoch 872 | loss: 0.0311483 | val_loss: 0.0311653 | Time: 2533.17 ms [2020-12-10 13:23:48 main:574] : INFO : Epoch 873 | loss: 0.03115 | val_loss: 0.0311618 | Time: 2550.67 ms [2020-12-10 13:23:51 main:574] : INFO : Epoch 874 | loss: 0.0311478 | val_loss: 0.0311605 | Time: 2467.05 ms [2020-12-10 13:23:53 main:574] : INFO : Epoch 875 | loss: 0.0311449 | val_loss: 0.0311582 | Time: 2476.58 ms [2020-12-10 13:23:56 main:574] : INFO : Epoch 876 | loss: 0.0311488 | val_loss: 0.0311622 | Time: 2632.46 ms [2020-12-10 13:23:59 main:574] : INFO : Epoch 877 | loss: 0.0311581 | val_loss: 0.0311713 | Time: 2560.94 ms [2020-12-10 13:24:01 main:574] : INFO : Epoch 878 | loss: 0.0311601 | val_loss: 0.031165 | Time: 2603.53 ms [2020-12-10 13:24:04 main:574] : INFO : Epoch 879 | loss: 0.0311558 | val_loss: 0.0311615 | Time: 2592.6 ms [2020-12-10 13:24:06 main:574] : INFO : Epoch 880 | loss: 0.031155 | val_loss: 0.0311632 | Time: 2512.76 ms [2020-12-10 13:24:09 main:574] : INFO : Epoch 881 | loss: 0.0311553 | val_loss: 0.0311625 | Time: 2551.96 ms [2020-12-10 13:24:11 main:574] : INFO : Epoch 882 | loss: 0.0311558 | val_loss: 0.0311628 | Time: 2535.28 ms [2020-12-10 13:24:14 main:574] : INFO : Epoch 883 | loss: 0.0311558 | val_loss: 0.0311647 | Time: 2531.04 ms [2020-12-10 13:24:17 main:574] : INFO : Epoch 884 | loss: 0.0311561 | val_loss: 0.0311628 | Time: 2551.4 ms [2020-12-10 13:24:19 main:574] : INFO : Epoch 885 | loss: 0.0311542 | val_loss: 0.0311651 | Time: 2572.06 ms [2020-12-10 13:24:22 main:574] : INFO : Epoch 886 | loss: 0.0311642 | val_loss: 0.0311733 | Time: 2536.41 ms [2020-12-10 13:24:24 main:574] : INFO : Epoch 887 | loss: 0.0311635 | val_loss: 0.0311659 | Time: 2500.35 ms [2020-12-10 13:24:27 main:574] : INFO : Epoch 888 | loss: 0.0311629 | val_loss: 0.0311653 | Time: 2584.24 ms [2020-12-10 13:24:30 main:574] : INFO : Epoch 889 | loss: 0.0311631 | val_loss: 0.0311666 | Time: 2528.34 ms [2020-12-10 13:24:32 main:574] : INFO : Epoch 890 | loss: 0.0311596 | val_loss: 0.0311636 | Time: 2444.45 ms [2020-12-10 13:24:35 main:574] : INFO : Epoch 891 | loss: 0.0311582 | val_loss: 0.0311603 | Time: 2506.26 ms [2020-12-10 13:24:37 main:574] : INFO : Epoch 892 | loss: 0.0311564 | val_loss: 0.031161 | Time: 2523.36 ms [2020-12-10 13:24:40 main:574] : INFO : Epoch 893 | loss: 0.0311569 | val_loss: 0.0311632 | Time: 2530.86 ms [2020-12-10 13:24:42 main:574] : INFO : Epoch 894 | loss: 0.0311604 | val_loss: 0.0311656 | Time: 2643.22 ms [2020-12-10 13:24:45 main:574] : INFO : Epoch 895 | loss: 0.0311641 | val_loss: 0.031178 | Time: 2508.72 ms [2020-12-10 13:24:48 main:574] : INFO : Epoch 896 | loss: 0.0311716 | val_loss: 0.0311733 | Time: 2541.85 ms [2020-12-10 13:24:50 main:574] : INFO : Epoch 897 | loss: 0.0311777 | val_loss: 0.0311891 | Time: 2524.79 ms [2020-12-10 13:24:53 main:574] : INFO : Epoch 898 | loss: 0.0311851 | val_loss: 0.031182 | Time: 2529.02 ms [2020-12-10 13:24:55 main:574] : INFO : Epoch 899 | loss: 0.0311836 | val_loss: 0.0311785 | Time: 2537.07 ms [2020-12-10 13:24:58 main:574] : INFO : Epoch 900 | loss: 0.0311784 | val_loss: 0.0311873 | Time: 2516.04 ms [2020-12-10 13:25:00 main:574] : INFO : Epoch 901 | loss: 0.0311828 | val_loss: 0.0311808 | Time: 2520.08 ms [2020-12-10 13:25:03 main:574] : INFO : Epoch 902 | loss: 0.0311815 | val_loss: 0.0311757 | Time: 2512.43 ms [2020-12-10 13:25:06 main:574] : INFO : Epoch 903 | loss: 0.0311768 | val_loss: 0.0311768 | Time: 2538.09 ms [2020-12-10 13:25:08 main:574] : INFO : Epoch 904 | loss: 0.0311739 | val_loss: 0.0311746 | Time: 2534.69 ms [2020-12-10 13:25:11 main:574] : INFO : Epoch 905 | loss: 0.0311745 | val_loss: 0.0311806 | Time: 2621.28 ms [2020-12-10 13:25:13 main:574] : INFO : Epoch 906 | loss: 0.0311725 | val_loss: 0.0311773 | Time: 2495.18 ms [2020-12-10 13:25:16 main:574] : INFO : Epoch 907 | loss: 0.0311709 | val_loss: 0.0311729 | Time: 2468.28 ms [2020-12-10 13:25:18 main:574] : INFO : Epoch 908 | loss: 0.0311707 | val_loss: 0.0311765 | Time: 2572.7 ms [2020-12-10 13:25:21 main:574] : INFO : Epoch 909 | loss: 0.0311741 | val_loss: 0.0311777 | Time: 2494.34 ms [2020-12-10 13:25:24 main:574] : INFO : Epoch 910 | loss: 0.0311734 | val_loss: 0.0311804 | Time: 2569.5 ms [2020-12-10 13:25:26 main:574] : INFO : Epoch 911 | loss: 0.0311738 | val_loss: 0.0311872 | Time: 2496.49 ms [2020-12-10 13:25:29 main:574] : INFO : Epoch 912 | loss: 0.031181 | val_loss: 0.0311852 | Time: 2566.17 ms [2020-12-10 13:25:31 main:574] : INFO : Epoch 913 | loss: 0.0311793 | val_loss: 0.0311848 | Time: 2574.77 ms [2020-12-10 13:25:34 main:574] : INFO : Epoch 914 | loss: 0.0311787 | val_loss: 0.0311815 | Time: 2535.56 ms [2020-12-10 13:25:36 main:574] : INFO : Epoch 915 | loss: 0.0311759 | val_loss: 0.0311803 | Time: 2542.02 ms [2020-12-10 13:25:39 main:574] : INFO : Epoch 916 | loss: 0.0311743 | val_loss: 0.0311806 | Time: 2493.42 ms [2020-12-10 13:25:42 main:574] : INFO : Epoch 917 | loss: 0.0311743 | val_loss: 0.0311793 | Time: 2536.97 ms [2020-12-10 13:25:44 main:574] : INFO : Epoch 918 | loss: 0.0311859 | val_loss: 0.0311935 | Time: 2616.52 ms [2020-12-10 13:25:47 main:574] : INFO : Epoch 919 | loss: 0.0311887 | val_loss: 0.0311967 | Time: 2457.72 ms [2020-12-10 13:25:49 main:574] : INFO : Epoch 920 | loss: 0.0311982 | val_loss: 0.0312169 | Time: 2521.96 ms [2020-12-10 13:25:52 main:574] : INFO : Epoch 921 | loss: 0.0312012 | val_loss: 0.0312084 | Time: 2539.85 ms [2020-12-10 13:25:54 main:574] : INFO : Epoch 922 | loss: 0.0312025 | val_loss: 0.0312037 | Time: 2488.51 ms [2020-12-10 13:25:57 main:574] : INFO : Epoch 923 | loss: 0.0311982 | val_loss: 0.0312025 | Time: 2487.4 ms [2020-12-10 13:25:59 main:574] : INFO : Epoch 924 | loss: 0.0311941 | val_loss: 0.0312002 | Time: 2472.64 ms [2020-12-10 13:26:02 main:574] : INFO : Epoch 925 | loss: 0.0311956 | val_loss: 0.0312014 | Time: 2542.67 ms [2020-12-10 13:26:05 main:574] : INFO : Epoch 926 | loss: 0.0311937 | val_loss: 0.0311985 | Time: 2506.48 ms [2020-12-10 13:26:07 main:574] : INFO : Epoch 927 | loss: 0.0311925 | val_loss: 0.0311928 | Time: 2539.47 ms [2020-12-10 13:26:10 main:574] : INFO : Epoch 928 | loss: 0.0311898 | val_loss: 0.0311927 | Time: 2482.76 ms [2020-12-10 13:26:12 main:574] : INFO : Epoch 929 | loss: 0.0311873 | val_loss: 0.0311901 | Time: 2562.73 ms [2020-12-10 13:26:15 main:574] : INFO : Epoch 930 | loss: 0.0311857 | val_loss: 0.0311914 | Time: 2464.81 ms [2020-12-10 13:26:17 main:574] : INFO : Epoch 931 | loss: 0.0311856 | val_loss: 0.0311892 | Time: 2477.37 ms [2020-12-10 13:26:20 main:574] : INFO : Epoch 932 | loss: 0.0311844 | val_loss: 0.0311875 | Time: 2610.87 ms [2020-12-10 13:26:23 main:574] : INFO : Epoch 933 | loss: 0.0311839 | val_loss: 0.0311875 | Time: 2512.61 ms [2020-12-10 13:26:25 main:574] : INFO : Epoch 934 | loss: 0.031183 | val_loss: 0.0311883 | Time: 2507.43 ms [2020-12-10 13:26:28 main:574] : INFO : Epoch 935 | loss: 0.0311823 | val_loss: 0.031188 | Time: 2620.22 ms [2020-12-10 13:26:31 main:574] : INFO : Epoch 936 | loss: 0.0311828 | val_loss: 0.0311864 | Time: 2622.73 ms [2020-12-10 13:26:33 main:574] : INFO : Epoch 937 | loss: 0.0311812 | val_loss: 0.0311864 | Time: 2589.56 ms [2020-12-10 13:26:36 main:574] : INFO : Epoch 938 | loss: 0.0311814 | val_loss: 0.0311884 | Time: 2490.7 ms [2020-12-10 13:26:39 main:574] : INFO : Epoch 939 | loss: 0.0311842 | val_loss: 0.0311879 | Time: 2665.69 ms [2020-12-10 13:26:41 main:574] : INFO : Epoch 940 | loss: 0.0311848 | val_loss: 0.0311893 | Time: 2604.51 ms [2020-12-10 13:26:44 main:574] : INFO : Epoch 941 | loss: 0.0311839 | val_loss: 0.0311895 | Time: 2586.5 ms [2020-12-10 13:26:47 main:574] : INFO : Epoch 942 | loss: 0.0311837 | val_loss: 0.0311846 | Time: 2577.21 ms [2020-12-10 13:26:49 main:574] : INFO : Epoch 943 | loss: 0.0311816 | val_loss: 0.0311822 | Time: 2552.92 ms [2020-12-10 13:26:52 main:574] : INFO : Epoch 944 | loss: 0.0311826 | val_loss: 0.0311833 | Time: 2533.03 ms [2020-12-10 13:26:54 main:574] : INFO : Epoch 945 | loss: 0.0311801 | val_loss: 0.0311823 | Time: 2540.22 ms [2020-12-10 13:26:57 main:574] : INFO : Epoch 946 | loss: 0.0311794 | val_loss: 0.0311815 | Time: 2506.51 ms [2020-12-10 13:27:00 main:574] : INFO : Epoch 947 | loss: 0.0311785 | val_loss: 0.0311818 | Time: 2503.51 ms [2020-12-10 13:27:02 main:574] : INFO : Epoch 948 | loss: 0.0311787 | val_loss: 0.0311867 | Time: 2569.76 ms [2020-12-10 13:27:05 main:574] : INFO : Epoch 949 | loss: 0.03118 | val_loss: 0.0311843 | Time: 2467.46 ms [2020-12-10 13:27:07 main:574] : INFO : Epoch 950 | loss: 0.0311783 | val_loss: 0.0311825 | Time: 2507.15 ms [2020-12-10 13:27:10 main:574] : INFO : Epoch 951 | loss: 0.0311777 | val_loss: 0.031183 | Time: 2547.66 ms [2020-12-10 13:27:12 main:574] : INFO : Epoch 952 | loss: 0.0311769 | val_loss: 0.0311815 | Time: 2542.82 ms [2020-12-10 13:27:15 main:574] : INFO : Epoch 953 | loss: 0.0311767 | val_loss: 0.0311818 | Time: 2517.46 ms [2020-12-10 13:27:18 main:574] : INFO : Epoch 954 | loss: 0.0311775 | val_loss: 0.0311824 | Time: 2580.49 ms [2020-12-10 13:27:20 main:574] : INFO : Epoch 955 | loss: 0.0311766 | val_loss: 0.0311825 | Time: 2583.85 ms [2020-12-10 13:27:23 main:574] : INFO : Epoch 956 | loss: 0.0311767 | val_loss: 0.0311817 | Time: 2524.96 ms [2020-12-10 13:27:25 main:574] : INFO : Epoch 957 | loss: 0.0311764 | val_loss: 0.0311825 | Time: 2489.34 ms [2020-12-10 13:27:28 main:574] : INFO : Epoch 958 | loss: 0.0311753 | val_loss: 0.0311803 | Time: 2458.03 ms [2020-12-10 13:27:30 main:574] : INFO : Epoch 959 | loss: 0.0311745 | val_loss: 0.0311799 | Time: 2558.43 ms [2020-12-10 13:27:33 main:574] : INFO : Epoch 960 | loss: 0.0311736 | val_loss: 0.0311795 | Time: 2578.58 ms [2020-12-10 13:27:36 main:574] : INFO : Epoch 961 | loss: 0.0311738 | val_loss: 0.0311852 | Time: 2577.94 ms [2020-12-10 13:27:38 main:574] : INFO : Epoch 962 | loss: 0.0311746 | val_loss: 0.0311799 | Time: 2502.71 ms [2020-12-10 13:27:41 main:574] : INFO : Epoch 963 | loss: 0.0311723 | val_loss: 0.0311789 | Time: 2489.01 ms [2020-12-10 13:27:43 main:574] : INFO : Epoch 964 | loss: 0.0311713 | val_loss: 0.0311797 | Time: 2516.7 ms [2020-12-10 13:27:46 main:574] : INFO : Epoch 965 | loss: 0.0311721 | val_loss: 0.0311842 | Time: 2561.75 ms [2020-12-10 13:27:48 main:574] : INFO : Epoch 966 | loss: 0.0311729 | val_loss: 0.0311797 | Time: 2530.86 ms [2020-12-10 13:27:51 main:574] : INFO : Epoch 967 | loss: 0.0311716 | val_loss: 0.031179 | Time: 2483.46 ms [2020-12-10 13:27:54 main:574] : INFO : Epoch 968 | loss: 0.0311712 | val_loss: 0.0311805 | Time: 2523.58 ms [2020-12-10 13:27:56 main:574] : INFO : Epoch 969 | loss: 0.0311715 | val_loss: 0.0311795 | Time: 2496.35 ms [2020-12-10 13:27:59 main:574] : INFO : Epoch 970 | loss: 0.0311725 | val_loss: 0.0311793 | Time: 2477.37 ms [2020-12-10 13:28:01 main:574] : INFO : Epoch 971 | loss: 0.031172 | val_loss: 0.0311791 | Time: 2592.69 ms [2020-12-10 13:28:04 main:574] : INFO : Epoch 972 | loss: 0.031172 | val_loss: 0.0311801 | Time: 2530.86 ms [2020-12-10 13:28:06 main:574] : INFO : Epoch 973 | loss: 0.0311703 | val_loss: 0.0311817 | Time: 2498.91 ms [2020-12-10 13:28:09 main:574] : INFO : Epoch 974 | loss: 0.0311721 | val_loss: 0.0311816 | Time: 2517.89 ms [2020-12-10 13:28:12 main:574] : INFO : Epoch 975 | loss: 0.031171 | val_loss: 0.0311797 | Time: 2658.62 ms [2020-12-10 13:28:14 main:574] : INFO : Epoch 976 | loss: 0.0311708 | val_loss: 0.0311793 | Time: 2552.28 ms [2020-12-10 13:28:17 main:574] : INFO : Epoch 977 | loss: 0.0311707 | val_loss: 0.0311809 | Time: 2546.51 ms [2020-12-10 13:28:19 main:574] : INFO : Epoch 978 | loss: 0.0311708 | val_loss: 0.0311822 | Time: 2545.6 ms [2020-12-10 13:28:22 main:574] : INFO : Epoch 979 | loss: 0.0311719 | val_loss: 0.0311824 | Time: 2508.9 ms [2020-12-10 13:28:24 main:574] : INFO : Epoch 980 | loss: 0.0311721 | val_loss: 0.0311801 | Time: 2520.74 ms [2020-12-10 13:28:27 main:574] : INFO : Epoch 981 | loss: 0.0311723 | val_loss: 0.0311808 | Time: 2583.22 ms [2020-12-10 13:28:30 main:574] : INFO : Epoch 982 | loss: 0.0311723 | val_loss: 0.0311823 | Time: 2625.17 ms [2020-12-10 13:28:32 main:574] : INFO : Epoch 983 | loss: 0.0311721 | val_loss: 0.0311829 | Time: 2528.43 ms [2020-12-10 13:28:35 main:574] : INFO : Epoch 984 | loss: 0.0311712 | val_loss: 0.03118 | Time: 2588.04 ms [2020-12-10 13:28:37 main:574] : INFO : Epoch 985 | loss: 0.0311702 | val_loss: 0.0311818 | Time: 2487.66 ms [2020-12-10 13:28:40 main:574] : INFO : Epoch 986 | loss: 0.0311708 | val_loss: 0.0311802 | Time: 2562.45 ms [2020-12-10 13:28:43 main:574] : INFO : Epoch 987 | loss: 0.0311726 | val_loss: 0.0311814 | Time: 2588.02 ms [2020-12-10 13:28:45 main:574] : INFO : Epoch 988 | loss: 0.0311697 | val_loss: 0.0311807 | Time: 2572.14 ms [2020-12-10 13:28:48 main:574] : INFO : Epoch 989 | loss: 0.0311698 | val_loss: 0.0311832 | Time: 2524.89 ms [2020-12-10 13:28:50 main:574] : INFO : Epoch 990 | loss: 0.031173 | val_loss: 0.0311856 | Time: 2505.96 ms [2020-12-10 13:28:53 main:574] : INFO : Epoch 991 | loss: 0.0311743 | val_loss: 0.0311857 | Time: 2498.11 ms [2020-12-10 13:28:56 main:574] : INFO : Epoch 992 | loss: 0.0311758 | val_loss: 0.0311808 | Time: 2583.22 ms [2020-12-10 13:28:58 main:574] : INFO : Epoch 993 | loss: 0.0311766 | val_loss: 0.0311798 | Time: 2582.83 ms [2020-12-10 13:29:01 main:574] : INFO : Epoch 994 | loss: 0.031177 | val_loss: 0.0311823 | Time: 2471.4 ms [2020-12-10 13:29:03 main:574] : INFO : Epoch 995 | loss: 0.0311755 | val_loss: 0.0311793 | Time: 2496.72 ms [2020-12-10 13:29:06 main:574] : INFO : Epoch 996 | loss: 0.0311749 | val_loss: 0.0311792 | Time: 2521.28 ms [2020-12-10 13:29:08 main:574] : INFO : Epoch 997 | loss: 0.0311757 | val_loss: 0.0311799 | Time: 2520.97 ms [2020-12-10 13:29:11 main:574] : INFO : Epoch 998 | loss: 0.0311746 | val_loss: 0.0311802 | Time: 2568.99 ms [2020-12-10 13:29:14 main:574] : INFO : Epoch 999 | loss: 0.0311725 | val_loss: 0.0311789 | Time: 2587.57 ms [2020-12-10 13:29:16 main:574] : INFO : Epoch 1000 | loss: 0.031173 | val_loss: 0.0311793 | Time: 2494.56 ms [2020-12-10 13:29:19 main:574] : INFO : Epoch 1001 | loss: 0.0311729 | val_loss: 0.0311807 | Time: 2566.59 ms [2020-12-10 13:29:21 main:574] : INFO : Epoch 1002 | loss: 0.0311731 | val_loss: 0.0311797 | Time: 2497.74 ms [2020-12-10 13:29:24 main:574] : INFO : Epoch 1003 | loss: 0.0311712 | val_loss: 0.0311795 | Time: 2533.1 ms [2020-12-10 13:29:26 main:574] : INFO : Epoch 1004 | loss: 0.0311715 | val_loss: 0.0311797 | Time: 2533.9 ms [2020-12-10 13:29:29 main:574] : INFO : Epoch 1005 | loss: 0.0311712 | val_loss: 0.0311799 | Time: 2547.82 ms [2020-12-10 13:29:32 main:574] : INFO : Epoch 1006 | loss: 0.0311718 | val_loss: 0.0311793 | Time: 2532.25 ms [2020-12-10 13:29:34 main:574] : INFO : Epoch 1007 | loss: 0.0311713 | val_loss: 0.0311802 | Time: 2517.47 ms [2020-12-10 13:29:37 main:574] : INFO : Epoch 1008 | loss: 0.0311745 | val_loss: 0.0311832 | Time: 2590.2 ms [2020-12-10 13:29:39 main:574] : INFO : Epoch 1009 | loss: 0.0311752 | val_loss: 0.0311794 | Time: 2559.78 ms [2020-12-10 13:29:42 main:574] : INFO : Epoch 1010 | loss: 0.0311728 | val_loss: 0.0311811 | Time: 2596.87 ms [2020-12-10 13:29:45 main:574] : INFO : Epoch 1011 | loss: 0.0311787 | val_loss: 0.0311863 | Time: 2525.16 ms [2020-12-10 13:29:47 main:574] : INFO : Epoch 1012 | loss: 0.0311812 | val_loss: 0.0311938 | Time: 2504.47 ms [2020-12-10 13:29:50 main:574] : INFO : Epoch 1013 | loss: 0.0311861 | val_loss: 0.0311925 | Time: 2579.4 ms [2020-12-10 13:29:52 main:574] : INFO : Epoch 1014 | loss: 0.0311859 | val_loss: 0.0311898 | Time: 2498.68 ms [2020-12-10 13:29:55 main:574] : INFO : Epoch 1015 | loss: 0.0311837 | val_loss: 0.031189 | Time: 2578.84 ms [2020-12-10 13:29:58 main:574] : INFO : Epoch 1016 | loss: 0.0311839 | val_loss: 0.0311891 | Time: 2542.16 ms [2020-12-10 13:30:00 main:574] : INFO : Epoch 1017 | loss: 0.0311816 | val_loss: 0.0311882 | Time: 2506.7 ms [2020-12-10 13:30:03 main:574] : INFO : Epoch 1018 | loss: 0.0311814 | val_loss: 0.031189 | Time: 2513.42 ms [2020-12-10 13:30:05 main:574] : INFO : Epoch 1019 | loss: 0.0311817 | val_loss: 0.0311899 | Time: 2546.28 ms [2020-12-10 13:30:08 main:574] : INFO : Epoch 1020 | loss: 0.0311807 | val_loss: 0.0311917 | Time: 2517.24 ms [2020-12-10 13:30:10 main:574] : INFO : Epoch 1021 | loss: 0.0311837 | val_loss: 0.0311904 | Time: 2508.92 ms [2020-12-10 13:30:13 main:574] : INFO : Epoch 1022 | loss: 0.0311819 | val_loss: 0.0311868 | Time: 2619.52 ms [2020-12-10 13:30:16 main:574] : INFO : Epoch 1023 | loss: 0.0311813 | val_loss: 0.0311886 | Time: 2553.49 ms [2020-12-10 13:30:18 main:574] : INFO : Epoch 1024 | loss: 0.0311803 | val_loss: 0.0311898 | Time: 2495.47 ms [2020-12-10 13:30:18 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311898 [2020-12-10 13:30:18 main:603] : INFO : Saving end state to config to file [2020-12-10 13:30:18 main:608] : INFO : Success, exiting.. 13:30:18 (4700): 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)