Task 3724244
| Name | ParityMachine-1605152299-32598-14_2 |
| Workunit | 1731509 |
| Created | 19 Jan 2021, 16:17:33 UTC |
| Sent | 19 Jan 2021, 16:19:18 UTC |
| Report deadline | 26 Jan 2021, 16:19:18 UTC |
| Received | 19 Jan 2021, 23:34:19 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1651 |
| Run time | 47 min 21 sec |
| CPU time | 42 min 20 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 18,129.02 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.38 GB |
| Peak disk usage | 1.53 GB |
Stderr output
<core_client_version>7.6.33</core_client_version> <![CDATA[ <stderr_txt> NFO : Epoch 514 | loss: 0.031114 | val_loss: 0.0311396 | Time: 2459.13 ms [2021-01-19 22:57:59 main:574] : INFO : Epoch 515 | loss: 0.0311095 | val_loss: 0.0311439 | Time: 2300.52 ms [2021-01-19 22:58:02 main:574] : INFO : Epoch 516 | loss: 0.0311113 | val_loss: 0.0311424 | Time: 2457.14 ms [2021-01-19 22:58:05 main:574] : INFO : Epoch 517 | loss: 0.0311112 | val_loss: 0.0311428 | Time: 2531.55 ms [2021-01-19 22:58:07 main:574] : INFO : Epoch 518 | loss: 0.0311123 | val_loss: 0.0311398 | Time: 2420.36 ms [2021-01-19 22:58:10 main:574] : INFO : Epoch 519 | loss: 0.0311103 | val_loss: 0.0311395 | Time: 2305.32 ms [2021-01-19 22:58:13 main:574] : INFO : Epoch 520 | loss: 0.0311121 | val_loss: 0.0311422 | Time: 2518.01 ms [2021-01-19 22:58:15 main:574] : INFO : Epoch 521 | loss: 0.0311132 | val_loss: 0.0311443 | Time: 2542.96 ms [2021-01-19 22:58:18 main:574] : INFO : Epoch 522 | loss: 0.0311158 | val_loss: 0.0311409 | Time: 2345.54 ms [2021-01-19 22:58:20 main:574] : INFO : Epoch 523 | loss: 0.0311158 | val_loss: 0.0311414 | Time: 2484.3 ms [2021-01-19 22:58:23 main:574] : INFO : Epoch 524 | loss: 0.0311134 | val_loss: 0.031138 | Time: 2509.43 ms [2021-01-19 22:58:26 main:574] : INFO : Epoch 525 | loss: 0.0311128 | val_loss: 0.0311387 | Time: 2610.16 ms [2021-01-19 22:58:28 main:574] : INFO : Epoch 526 | loss: 0.031113 | val_loss: 0.0311412 | Time: 2484.09 ms [2021-01-19 22:58:31 main:574] : INFO : Epoch 527 | loss: 0.0311146 | val_loss: 0.0311396 | Time: 2501.02 ms [2021-01-19 22:58:33 main:574] : INFO : Epoch 528 | loss: 0.0311127 | val_loss: 0.0311426 | Time: 2533.35 ms [2021-01-19 22:58:36 main:574] : INFO : Epoch 529 | loss: 0.0311166 | val_loss: 0.0311521 | Time: 2489.19 ms [2021-01-19 22:58:39 main:574] : INFO : Epoch 530 | loss: 0.0311139 | val_loss: 0.0311437 | Time: 2225.27 ms [2021-01-19 22:58:42 main:574] : INFO : Epoch 531 | loss: 0.031114 | val_loss: 0.03114 | Time: 2595.32 ms [2021-01-19 22:58:44 main:574] : INFO : Epoch 532 | loss: 0.0311167 | val_loss: 0.0311493 | Time: 2559.49 ms [2021-01-19 22:58:47 main:574] : INFO : Epoch 533 | loss: 0.0311154 | val_loss: 0.0311394 | Time: 2562.15 ms [2021-01-19 22:58:50 main:574] : INFO : Epoch 534 | loss: 0.031114 | val_loss: 0.0311437 | Time: 2358.9 ms [2021-01-19 22:58:52 main:574] : INFO : Epoch 535 | loss: 0.0311156 | val_loss: 0.0311401 | Time: 2543.1 ms [2021-01-19 22:58:55 main:574] : INFO : Epoch 536 | loss: 0.0311157 | val_loss: 0.0311398 | Time: 2456.14 ms [2021-01-19 22:58:58 main:574] : INFO : Epoch 537 | loss: 0.0311155 | val_loss: 0.0311427 | Time: 2355.21 ms [2021-01-19 22:59:00 main:574] : INFO : Epoch 538 | loss: 0.0311135 | val_loss: 0.0311405 | Time: 2342.05 ms [2021-01-19 22:59:03 main:574] : INFO : Epoch 539 | loss: 0.0311142 | val_loss: 0.0311404 | Time: 2514.94 ms [2021-01-19 22:59:05 main:574] : INFO : Epoch 540 | loss: 0.0311145 | val_loss: 0.0311416 | Time: 2647.51 ms [2021-01-19 22:59:08 main:574] : INFO : Epoch 541 | loss: 0.0311131 | val_loss: 0.0311411 | Time: 2246.41 ms [2021-01-19 22:59:11 main:574] : INFO : Epoch 542 | loss: 0.0311137 | val_loss: 0.0311386 | Time: 2497.49 ms [2021-01-19 22:59:13 main:574] : INFO : Epoch 543 | loss: 0.0311149 | val_loss: 0.0311359 | Time: 2532.58 ms [2021-01-19 22:59:17 main:574] : INFO : Epoch 544 | loss: 0.0311149 | val_loss: 0.0311408 | Time: 2564.09 ms [2021-01-19 22:59:19 main:574] : INFO : Epoch 545 | loss: 0.0311155 | val_loss: 0.0311392 | Time: 2281.52 ms [2021-01-19 22:59:22 main:574] : INFO : Epoch 546 | loss: 0.0311163 | val_loss: 0.031146 | Time: 2673.35 ms [2021-01-19 22:59:25 main:574] : INFO : Epoch 547 | loss: 0.0311141 | val_loss: 0.031142 | Time: 2678.79 ms [2021-01-19 22:59:28 main:574] : INFO : Epoch 548 | loss: 0.0311151 | val_loss: 0.0311514 | Time: 2410.13 ms [2021-01-19 22:59:30 main:574] : INFO : Epoch 549 | loss: 0.0311175 | val_loss: 0.0311493 | Time: 2543.78 ms [2021-01-19 22:59:34 main:574] : INFO : Epoch 550 | loss: 0.0311149 | val_loss: 0.0311453 | Time: 2550.37 ms [2021-01-19 22:59:37 main:574] : INFO : Epoch 551 | loss: 0.0311188 | val_loss: 0.0311454 | Time: 2705.89 ms [2021-01-19 22:59:39 main:574] : INFO : Epoch 552 | loss: 0.0311184 | val_loss: 0.03115 | Time: 2061.91 ms [2021-01-19 22:59:41 main:574] : INFO : Epoch 553 | loss: 0.0311179 | val_loss: 0.0311422 | Time: 2410.47 ms [2021-01-19 22:59:44 main:574] : INFO : Epoch 554 | loss: 0.0311166 | val_loss: 0.0311423 | Time: 2544.35 ms [2021-01-19 22:59:47 main:574] : INFO : Epoch 555 | loss: 0.0311164 | val_loss: 0.0311413 | Time: 2512.23 ms [2021-01-19 22:59:49 main:574] : INFO : Epoch 556 | loss: 0.0311141 | val_loss: 0.0311433 | Time: 2242.06 ms [2021-01-19 22:59:52 main:574] : INFO : Epoch 557 | loss: 0.031114 | val_loss: 0.0311404 | Time: 2541.71 ms [2021-01-19 22:59:54 main:574] : INFO : Epoch 558 | loss: 0.0311127 | val_loss: 0.0311476 | Time: 2579.63 ms [2021-01-19 22:59:57 main:574] : INFO : Epoch 559 | loss: 0.0311129 | val_loss: 0.0311446 | Time: 2567.07 ms [2021-01-19 23:00:00 main:574] : INFO : Epoch 560 | loss: 0.0311125 | val_loss: 0.031137 | Time: 2182.48 ms [2021-01-19 23:00:04 main:574] : INFO : Epoch 561 | loss: 0.031116 | val_loss: 0.0311374 | Time: 2541.99 ms [2021-01-19 23:00:06 main:574] : INFO : Epoch 562 | loss: 0.0311148 | val_loss: 0.0311392 | Time: 2568.82 ms [2021-01-19 23:00:10 main:574] : INFO : Epoch 563 | loss: 0.0311165 | val_loss: 0.0311388 | Time: 2219.49 ms [2021-01-19 23:00:13 main:574] : INFO : Epoch 564 | loss: 0.0311127 | val_loss: 0.0311385 | Time: 2553.03 ms [2021-01-19 23:00:15 main:574] : INFO : Epoch 565 | loss: 0.0311159 | val_loss: 0.0311458 | Time: 2437.82 ms [2021-01-19 23:00:18 main:574] : INFO : Epoch 566 | loss: 0.0311164 | val_loss: 0.0311403 | Time: 2507.06 ms [2021-01-19 23:00:20 main:574] : INFO : Epoch 567 | loss: 0.0311163 | val_loss: 0.0311383 | Time: 2376.18 ms [2021-01-19 23:00:23 main:574] : INFO : Epoch 568 | loss: 0.0311236 | val_loss: 0.0311438 | Time: 2744.81 ms [2021-01-19 23:00:26 main:574] : INFO : Epoch 569 | loss: 0.0311167 | val_loss: 0.0311408 | Time: 2543.32 ms [2021-01-19 23:00:28 main:574] : INFO : Epoch 570 | loss: 0.0311144 | val_loss: 0.0311397 | Time: 2464.43 ms [2021-01-19 23:00:31 main:574] : INFO : Epoch 571 | loss: 0.0311136 | val_loss: 0.0311394 | Time: 2394.22 ms [2021-01-19 23:00:33 main:574] : INFO : Epoch 572 | loss: 0.031113 | val_loss: 0.0311398 | Time: 2525.71 ms [2021-01-19 23:00:37 main:574] : INFO : Epoch 573 | loss: 0.0311128 | val_loss: 0.031137 | Time: 2570.07 ms [2021-01-19 23:00:40 main:574] : INFO : Epoch 574 | loss: 0.0311159 | val_loss: 0.0311519 | Time: 2251.87 ms [2021-01-19 23:00:42 main:574] : INFO : Epoch 575 | loss: 0.031121 | val_loss: 0.0311392 | Time: 2474.12 ms [2021-01-19 23:00:46 main:574] : INFO : Epoch 576 | loss: 0.031115 | val_loss: 0.0311377 | Time: 2765.59 ms [2021-01-19 23:00:49 main:574] : INFO : Epoch 577 | loss: 0.031114 | val_loss: 0.0311382 | Time: 2629.76 ms [2021-01-19 23:00:52 main:574] : INFO : Epoch 578 | loss: 0.0311138 | val_loss: 0.031139 | Time: 3086.93 ms [2021-01-19 23:00:55 main:574] : INFO : Epoch 579 | loss: 0.0311159 | val_loss: 0.0311436 | Time: 2472.11 ms [2021-01-19 23:00:57 main:574] : INFO : Epoch 580 | loss: 0.0311165 | val_loss: 0.0311406 | Time: 2475.24 ms [2021-01-19 23:01:01 main:574] : INFO : Epoch 581 | loss: 0.0311151 | val_loss: 0.0311384 | Time: 2270.6 ms [2021-01-19 23:01:03 main:574] : INFO : Epoch 582 | loss: 0.0311137 | val_loss: 0.0311385 | Time: 2471.54 ms [2021-01-19 23:01:07 main:574] : INFO : Epoch 583 | loss: 0.0311132 | val_loss: 0.0311375 | Time: 2499.57 ms [2021-01-19 23:01:09 main:574] : INFO : Epoch 584 | loss: 0.0311127 | val_loss: 0.0311359 | Time: 2257.23 ms [2021-01-19 23:01:12 main:574] : INFO : Epoch 585 | loss: 0.0311122 | val_loss: 0.0311395 | Time: 2483.08 ms [2021-01-19 23:01:14 main:574] : INFO : Epoch 586 | loss: 0.0311127 | val_loss: 0.0311374 | Time: 2540.31 ms [2021-01-19 23:01:17 main:574] : INFO : Epoch 587 | loss: 0.0311119 | val_loss: 0.0311405 | Time: 2657.26 ms [2021-01-19 23:01:19 main:574] : INFO : Epoch 588 | loss: 0.0311152 | val_loss: 0.0311382 | Time: 2335.11 ms [2021-01-19 23:01:23 main:574] : INFO : Epoch 589 | loss: 0.031111 | val_loss: 0.0311358 | Time: 2589.91 ms [2021-01-19 23:01:26 main:574] : INFO : Epoch 590 | loss: 0.0311113 | val_loss: 0.0311389 | Time: 2574.14 ms [2021-01-19 23:01:28 main:574] : INFO : Epoch 591 | loss: 0.0311127 | val_loss: 0.0311409 | Time: 2417.4 ms [2021-01-19 23:01:31 main:574] : INFO : Epoch 592 | loss: 0.0311145 | val_loss: 0.0311406 | Time: 2297.14 ms [2021-01-19 23:01:33 main:574] : INFO : Epoch 593 | loss: 0.0311145 | val_loss: 0.0311409 | Time: 2491.34 ms [2021-01-19 23:01:36 main:574] : INFO : Epoch 594 | loss: 0.0311164 | val_loss: 0.031146 | Time: 2643.8 ms [2021-01-19 23:01:39 main:574] : INFO : Epoch 595 | loss: 0.0311197 | val_loss: 0.0311435 | Time: 2499.57 ms [2021-01-19 23:01:42 main:574] : INFO : Epoch 596 | loss: 0.0311169 | val_loss: 0.0311421 | Time: 2503.68 ms [2021-01-19 23:01:44 main:574] : INFO : Epoch 597 | loss: 0.0311168 | val_loss: 0.0311426 | Time: 2492.85 ms [2021-01-19 23:01:48 main:574] : INFO : Epoch 598 | loss: 0.0311145 | val_loss: 0.0311416 | Time: 2686.73 ms [2021-01-19 23:01:52 main:574] : INFO : Epoch 599 | loss: 0.0311141 | val_loss: 0.0311409 | Time: 2553.58 ms [2021-01-19 23:01:54 main:574] : INFO : Epoch 600 | loss: 0.0311134 | val_loss: 0.0311419 | Time: 2509.13 ms [2021-01-19 23:01:57 main:574] : INFO : Epoch 601 | loss: 0.0311137 | val_loss: 0.0311424 | Time: 2526.3 ms [2021-01-19 23:01:59 main:574] : INFO : Epoch 602 | loss: 0.0311133 | val_loss: 0.0311419 | Time: 2233.74 ms [2021-01-19 23:02:03 main:574] : INFO : Epoch 603 | loss: 0.031116 | val_loss: 0.0311626 | Time: 2572.2 ms [2021-01-19 23:02:05 main:574] : INFO : Epoch 604 | loss: 0.0311181 | val_loss: 0.0311509 | Time: 2495.23 ms [2021-01-19 23:02:08 main:574] : INFO : Epoch 605 | loss: 0.0311172 | val_loss: 0.0311423 | Time: 2564.33 ms [2021-01-19 23:02:10 main:574] : INFO : Epoch 606 | loss: 0.0311153 | val_loss: 0.0311438 | Time: 2198.06 ms [2021-01-19 23:02:13 main:574] : INFO : Epoch 607 | loss: 0.0311151 | val_loss: 0.0311442 | Time: 2490.33 ms [2021-01-19 23:02:16 main:574] : INFO : Epoch 608 | loss: 0.0311168 | val_loss: 0.0311427 | Time: 2612.99 ms [2021-01-19 23:02:19 main:574] : INFO : Epoch 609 | loss: 0.0311135 | val_loss: 0.0311388 | Time: 2479.51 ms [2021-01-19 23:02:21 main:574] : INFO : Epoch 610 | loss: 0.0311129 | val_loss: 0.0311386 | Time: 2365.03 ms [2021-01-19 23:02:24 main:574] : INFO : Epoch 611 | loss: 0.0311124 | val_loss: 0.0311402 | Time: 2614.33 ms [2021-01-19 23:02:27 main:574] : INFO : Epoch 612 | loss: 0.0311124 | val_loss: 0.0311394 | Time: 2710.61 ms [2021-01-19 23:02:29 main:574] : INFO : Epoch 613 | loss: 0.0311146 | val_loss: 0.0311425 | Time: 2318.64 ms [2021-01-19 23:02:32 main:574] : INFO : Epoch 614 | loss: 0.0311165 | val_loss: 0.0311387 | Time: 2431.81 ms [2021-01-19 23:02:34 main:574] : INFO : Epoch 615 | loss: 0.0311173 | val_loss: 0.0311423 | Time: 2458.74 ms [2021-01-19 23:02:37 main:574] : INFO : Epoch 616 | loss: 0.0311161 | val_loss: 0.0311428 | Time: 2434.85 ms [2021-01-19 23:02:39 main:574] : INFO : Epoch 617 | loss: 0.0311177 | val_loss: 0.0311404 | Time: 2298.68 ms [2021-01-19 23:02:42 main:574] : INFO : Epoch 618 | loss: 0.0311155 | val_loss: 0.0311423 | Time: 2525.69 ms [2021-01-19 23:02:44 main:574] : INFO : Epoch 619 | loss: 0.0311163 | val_loss: 0.0311443 | Time: 2556.83 ms [2021-01-19 23:02:48 main:574] : INFO : Epoch 620 | loss: 0.0311182 | val_loss: 0.0311426 | Time: 2590.94 ms [2021-01-19 23:02:50 main:574] : INFO : Epoch 621 | loss: 0.0311148 | val_loss: 0.0311393 | Time: 2353.82 ms [2021-01-19 23:02:53 main:574] : INFO : Epoch 622 | loss: 0.0311119 | val_loss: 0.0311425 | Time: 2504.14 ms [2021-01-19 23:02:56 main:574] : INFO : Epoch 623 | loss: 0.0311127 | val_loss: 0.0311385 | Time: 2550.54 ms [2021-01-19 23:02:59 main:574] : INFO : Epoch 624 | loss: 0.0311111 | val_loss: 0.0311382 | Time: 2463.71 ms [2021-01-19 23:03:01 main:574] : INFO : Epoch 625 | loss: 0.0311118 | val_loss: 0.0311386 | Time: 2258.38 ms [2021-01-19 23:03:04 main:574] : INFO : Epoch 626 | loss: 0.031113 | val_loss: 0.0311384 | Time: 2468.78 ms [2021-01-19 23:03:07 main:574] : INFO : Epoch 627 | loss: 0.0311173 | val_loss: 0.0311424 | Time: 2419.74 ms [2021-01-19 23:03:09 main:574] : INFO : Epoch 628 | loss: 0.031119 | val_loss: 0.0311407 | Time: 2299.73 ms [2021-01-19 23:03:12 main:574] : INFO : Epoch 629 | loss: 0.031118 | val_loss: 0.0311403 | Time: 2560.67 ms [2021-01-19 23:03:15 main:574] : INFO : Epoch 630 | loss: 0.031113 | val_loss: 0.0311394 | Time: 2743.92 ms [2021-01-19 23:03:18 main:574] : INFO : Epoch 631 | loss: 0.0311183 | val_loss: 0.0311376 | Time: 2561.14 ms [2021-01-19 23:03:20 main:574] : INFO : Epoch 632 | loss: 0.0311149 | val_loss: 0.0311411 | Time: 2322.16 ms [2021-01-19 23:03:24 main:574] : INFO : Epoch 633 | loss: 0.0311168 | val_loss: 0.0311381 | Time: 3648.07 ms [2021-01-19 23:03:27 main:574] : INFO : Epoch 634 | loss: 0.031116 | val_loss: 0.0311385 | Time: 2554.72 ms [2021-01-19 23:03:30 main:574] : INFO : Epoch 635 | loss: 0.0311154 | val_loss: 0.0311408 | Time: 2279.19 ms [2021-01-19 23:03:33 main:574] : INFO : Epoch 636 | loss: 0.0311137 | val_loss: 0.0311406 | Time: 2470.66 ms [2021-01-19 23:03:36 main:574] : INFO : Epoch 637 | loss: 0.0311133 | val_loss: 0.031141 | Time: 2468.86 ms [2021-01-19 23:03:38 main:574] : INFO : Epoch 638 | loss: 0.0311163 | val_loss: 0.0311422 | Time: 2486.95 ms [2021-01-19 23:03:41 main:574] : INFO : Epoch 639 | loss: 0.0311148 | val_loss: 0.0311438 | Time: 2261.18 ms [2021-01-19 23:03:45 main:574] : INFO : Epoch 640 | loss: 0.0311146 | val_loss: 0.0311431 | Time: 2613.46 ms [2021-01-19 23:03:48 main:574] : INFO : Epoch 641 | loss: 0.0311145 | val_loss: 0.0311386 | Time: 2572.52 ms [2021-01-19 23:03:50 main:574] : INFO : Epoch 642 | loss: 0.0311167 | val_loss: 0.0311384 | Time: 2260.79 ms [2021-01-19 23:03:53 main:574] : INFO : Epoch 643 | loss: 0.031115 | val_loss: 0.0311402 | Time: 2650.21 ms [2021-01-19 23:03:57 main:574] : INFO : Epoch 644 | loss: 0.0311138 | val_loss: 0.0311387 | Time: 2528.09 ms [2021-01-19 23:03:59 main:574] : INFO : Epoch 645 | loss: 0.0311143 | val_loss: 0.0311431 | Time: 2377.37 ms [2021-01-19 23:04:03 main:574] : INFO : Epoch 646 | loss: 0.0311171 | val_loss: 0.0311442 | Time: 2401.98 ms [2021-01-19 23:04:06 main:574] : INFO : Epoch 647 | loss: 0.0311144 | val_loss: 0.0311417 | Time: 2512.81 ms [2021-01-19 23:04:08 main:574] : INFO : Epoch 648 | loss: 0.0311148 | val_loss: 0.0311444 | Time: 2491.9 ms [2021-01-19 23:04:11 main:574] : INFO : Epoch 649 | loss: 0.0311156 | val_loss: 0.0311429 | Time: 2263.62 ms [2021-01-19 23:04:13 main:574] : INFO : Epoch 650 | loss: 0.0311165 | val_loss: 0.0311441 | Time: 2524.73 ms [2021-01-19 23:04:16 main:574] : INFO : Epoch 651 | loss: 0.0311171 | val_loss: 0.0311414 | Time: 2675.96 ms [2021-01-19 23:04:19 main:574] : INFO : Epoch 652 | loss: 0.0311158 | val_loss: 0.0311457 | Time: 2567.07 ms [2021-01-19 23:04:21 main:574] : INFO : Epoch 653 | loss: 0.0311174 | val_loss: 0.0311456 | Time: 2302.39 ms [2021-01-19 23:04:25 main:574] : INFO : Epoch 654 | loss: 0.0311191 | val_loss: 0.0311472 | Time: 2631.94 ms [2021-01-19 23:04:27 main:574] : INFO : Epoch 655 | loss: 0.0311217 | val_loss: 0.0311418 | Time: 2522.81 ms [2021-01-19 23:04:30 main:574] : INFO : Epoch 656 | loss: 0.0311233 | val_loss: 0.0311461 | Time: 2440.39 ms [2021-01-19 23:04:32 main:574] : INFO : Epoch 657 | loss: 0.0311208 | val_loss: 0.0311471 | Time: 2279.44 ms [2021-01-19 23:04:35 main:574] : INFO : Epoch 658 | loss: 0.0311203 | val_loss: 0.031142 | Time: 2529.9 ms [2021-01-19 23:04:38 main:574] : INFO : Epoch 659 | loss: 0.0311188 | val_loss: 0.0311452 | Time: 2416.5 ms [2021-01-19 23:04:41 main:574] : INFO : Epoch 660 | loss: 0.031122 | val_loss: 0.0311484 | Time: 2224.42 ms [2021-01-19 23:04:43 main:574] : INFO : Epoch 661 | loss: 0.0311214 | val_loss: 0.0311442 | Time: 2449.29 ms [2021-01-19 23:04:46 main:574] : INFO : Epoch 662 | loss: 0.0311189 | val_loss: 0.0311456 | Time: 2501.37 ms [2021-01-19 23:04:48 main:574] : INFO : Epoch 663 | loss: 0.0311177 | val_loss: 0.0311483 | Time: 2629.82 ms [2021-01-19 23:04:51 main:574] : INFO : Epoch 664 | loss: 0.0311176 | val_loss: 0.031146 | Time: 2304.99 ms [2021-01-19 23:04:54 main:574] : INFO : Epoch 665 | loss: 0.0311181 | val_loss: 0.0311443 | Time: 2680.17 ms [2021-01-19 23:04:57 main:574] : INFO : Epoch 666 | loss: 0.0311167 | val_loss: 0.0311452 | Time: 2512.9 ms [2021-01-19 23:05:00 main:574] : INFO : Epoch 667 | loss: 0.0311189 | val_loss: 0.0311439 | Time: 2553.79 ms [2021-01-19 23:05:03 main:574] : INFO : Epoch 668 | loss: 0.0311192 | val_loss: 0.0311457 | Time: 2300.76 ms [2021-01-19 23:05:06 main:574] : INFO : Epoch 669 | loss: 0.031118 | val_loss: 0.0311432 | Time: 2572.14 ms [2021-01-19 23:05:09 main:574] : INFO : Epoch 670 | loss: 0.0311168 | val_loss: 0.0311411 | Time: 2524.84 ms [2021-01-19 23:05:11 main:574] : INFO : Epoch 671 | loss: 0.0311195 | val_loss: 0.0311435 | Time: 2345.22 ms [2021-01-19 23:05:14 main:574] : INFO : Epoch 672 | loss: 0.0311189 | val_loss: 0.0311471 | Time: 2430.55 ms [2021-01-19 23:05:17 main:574] : INFO : Epoch 673 | loss: 0.0311183 | val_loss: 0.0311447 | Time: 2637 ms [2021-01-19 23:05:19 main:574] : INFO : Epoch 674 | loss: 0.0311165 | val_loss: 0.0311463 | Time: 2594.08 ms [2021-01-19 23:05:22 main:574] : INFO : Epoch 675 | loss: 0.0311168 | val_loss: 0.0311444 | Time: 2342.99 ms [2021-01-19 23:05:25 main:574] : INFO : Epoch 676 | loss: 0.0311155 | val_loss: 0.0311443 | Time: 2679.41 ms [2021-01-19 23:05:28 main:574] : INFO : Epoch 677 | loss: 0.0311162 | val_loss: 0.031146 | Time: 2495.96 ms [2021-01-19 23:05:31 main:574] : INFO : Epoch 678 | loss: 0.0311191 | val_loss: 0.0311538 | Time: 2522.86 ms [2021-01-19 23:05:33 main:574] : INFO : Epoch 679 | loss: 0.031119 | val_loss: 0.0311481 | Time: 2256.43 ms [2021-01-19 23:05:36 main:574] : INFO : Epoch 680 | loss: 0.0311176 | val_loss: 0.0311436 | Time: 2528.93 ms [2021-01-19 23:05:38 main:574] : INFO : Epoch 681 | loss: 0.0311156 | val_loss: 0.0311458 | Time: 2534.19 ms [2021-01-19 23:05:41 main:574] : INFO : Epoch 682 | loss: 0.0311188 | val_loss: 0.0311433 | Time: 2574.97 ms [2021-01-19 23:05:43 main:574] : INFO : Epoch 683 | loss: 0.0311212 | val_loss: 0.0311433 | Time: 2285.4 ms [2021-01-19 23:05:47 main:574] : INFO : Epoch 684 | loss: 0.0311217 | val_loss: 0.031143 | Time: 2642.45 ms [2021-01-19 23:05:49 main:574] : INFO : Epoch 685 | loss: 0.03112 | val_loss: 0.0311434 | Time: 2541.1 ms [2021-01-19 23:05:52 main:574] : INFO : Epoch 686 | loss: 0.0311199 | val_loss: 0.0311454 | Time: 2323.73 ms [2021-01-19 23:05:54 main:574] : INFO : Epoch 687 | loss: 0.0311185 | val_loss: 0.0311436 | Time: 2595.46 ms [2021-01-19 23:05:57 main:574] : INFO : Epoch 688 | loss: 0.0311182 | val_loss: 0.0311445 | Time: 2464.15 ms [2021-01-19 23:05:59 main:574] : INFO : Epoch 689 | loss: 0.0311175 | val_loss: 0.0311405 | Time: 2514.61 ms [2021-01-19 23:06:02 main:574] : INFO : Epoch 690 | loss: 0.031117 | val_loss: 0.0311412 | Time: 2261.38 ms [2021-01-19 23:06:05 main:574] : INFO : Epoch 691 | loss: 0.0311173 | val_loss: 0.0311422 | Time: 2642.03 ms [2021-01-19 23:06:08 main:574] : INFO : Epoch 692 | loss: 0.0311155 | val_loss: 0.0311438 | Time: 2574.36 ms [2021-01-19 23:06:11 main:574] : INFO : Epoch 693 | loss: 0.0311198 | val_loss: 0.031145 | Time: 2563.33 ms [2021-01-19 23:06:13 main:574] : INFO : Epoch 694 | loss: 0.0311162 | val_loss: 0.0311415 | Time: 2290.15 ms [2021-01-19 23:06:16 main:574] : INFO : Epoch 695 | loss: 0.0311158 | val_loss: 0.0311443 | Time: 2571.63 ms [2021-01-19 23:06:19 main:574] : INFO : Epoch 696 | loss: 0.0311174 | val_loss: 0.031143 | Time: 2532.44 ms [2021-01-19 23:06:21 main:574] : INFO : Epoch 697 | loss: 0.0311144 | val_loss: 0.031143 | Time: 2450.19 ms [2021-01-19 23:06:25 main:574] : INFO : Epoch 698 | loss: 0.0311134 | val_loss: 0.0311429 | Time: 2441.68 ms [2021-01-19 23:06:28 main:574] : INFO : Epoch 699 | loss: 0.0311145 | val_loss: 0.0311428 | Time: 2530.35 ms [2021-01-19 23:06:31 main:574] : INFO : Epoch 700 | loss: 0.0311165 | val_loss: 0.031143 | Time: 2563.57 ms [2021-01-19 23:06:33 main:574] : INFO : Epoch 701 | loss: 0.0311165 | val_loss: 0.0311415 | Time: 2246.51 ms [2021-01-19 23:06:36 main:574] : INFO : Epoch 702 | loss: 0.031116 | val_loss: 0.031146 | Time: 2500.59 ms [2021-01-19 23:06:39 main:574] : INFO : Epoch 703 | loss: 0.0311172 | val_loss: 0.03114 | Time: 2517.81 ms [2021-01-19 23:06:41 main:574] : INFO : Epoch 704 | loss: 0.0311193 | val_loss: 0.0311454 | Time: 2465.72 ms [2021-01-19 23:06:43 main:574] : INFO : Epoch 705 | loss: 0.0311198 | val_loss: 0.0311477 | Time: 2209.97 ms [2021-01-19 23:06:46 main:574] : INFO : Epoch 706 | loss: 0.0311196 | val_loss: 0.0311396 | Time: 2531.05 ms [2021-01-19 23:06:49 main:574] : INFO : Epoch 707 | loss: 0.0311181 | val_loss: 0.0311396 | Time: 2604.95 ms [2021-01-19 23:06:51 main:574] : INFO : Epoch 708 | loss: 0.0311193 | val_loss: 0.0311438 | Time: 2546.55 ms [2021-01-19 23:06:54 main:574] : INFO : Epoch 709 | loss: 0.0311173 | val_loss: 0.0311446 | Time: 2890.76 ms [2021-01-19 23:06:57 main:574] : INFO : Epoch 710 | loss: 0.0311173 | val_loss: 0.0311422 | Time: 2565.03 ms [2021-01-19 23:07:00 main:574] : INFO : Epoch 711 | loss: 0.0311165 | val_loss: 0.0311467 | Time: 2532.55 ms [2021-01-19 23:07:02 main:574] : INFO : Epoch 712 | loss: 0.0311168 | val_loss: 0.0311426 | Time: 2516.38 ms [2021-01-19 23:07:05 main:574] : INFO : Epoch 713 | loss: 0.0311156 | val_loss: 0.0311451 | Time: 2320.4 ms [2021-01-19 23:07:07 main:574] : INFO : Epoch 714 | loss: 0.0311168 | val_loss: 0.0311424 | Time: 2458.43 ms [2021-01-19 23:07:10 main:574] : INFO : Epoch 715 | loss: 0.0311186 | val_loss: 0.0311452 | Time: 2497.34 ms [2021-01-19 23:07:12 main:574] : INFO : Epoch 716 | loss: 0.031117 | val_loss: 0.0311456 | Time: 2421.92 ms [2021-01-19 23:07:15 main:574] : INFO : Epoch 717 | loss: 0.0311176 | val_loss: 0.0311468 | Time: 2344.19 ms [2021-01-19 23:07:18 main:574] : INFO : Epoch 718 | loss: 0.0311171 | val_loss: 0.0311442 | Time: 2586.85 ms [2021-01-19 23:07:21 main:574] : INFO : Epoch 719 | loss: 0.0311173 | val_loss: 0.0311478 | Time: 2635.17 ms [2021-01-19 23:07:23 main:574] : INFO : Epoch 720 | loss: 0.0311177 | val_loss: 0.0311439 | Time: 2380.2 ms [2021-01-19 23:07:26 main:574] : INFO : Epoch 721 | loss: 0.0311177 | val_loss: 0.0311438 | Time: 2637.16 ms [2021-01-19 23:07:29 main:574] : INFO : Epoch 722 | loss: 0.0311161 | val_loss: 0.0311485 | Time: 2483.39 ms [2021-01-19 23:07:31 main:574] : INFO : Epoch 723 | loss: 0.0311169 | val_loss: 0.0311435 | Time: 2546.68 ms [2021-01-19 23:07:34 main:574] : INFO : Epoch 724 | loss: 0.0311157 | val_loss: 0.0311462 | Time: 2256.97 ms [2021-01-19 23:07:36 main:574] : INFO : Epoch 725 | loss: 0.0311156 | val_loss: 0.0311425 | Time: 2437.69 ms [2021-01-19 23:07:39 main:574] : INFO : Epoch 726 | loss: 0.0311163 | val_loss: 0.0311483 | Time: 2504.96 ms [2021-01-19 23:07:43 main:574] : INFO : Epoch 727 | loss: 0.0311201 | val_loss: 0.0311582 | Time: 2324.26 ms [2021-01-19 23:07:46 main:574] : INFO : Epoch 728 | loss: 0.0311215 | val_loss: 0.0311439 | Time: 2415.02 ms [2021-01-19 23:07:48 main:574] : INFO : Epoch 729 | loss: 0.031119 | val_loss: 0.0311432 | Time: 2678.59 ms [2021-01-19 23:07:51 main:574] : INFO : Epoch 730 | loss: 0.0311219 | val_loss: 0.031153 | Time: 2546.78 ms [2021-01-19 23:07:54 main:574] : INFO : Epoch 731 | loss: 0.0311222 | val_loss: 0.0311415 | Time: 2243.62 ms [2021-01-19 23:07:57 main:574] : INFO : Epoch 732 | loss: 0.0311191 | val_loss: 0.0311441 | Time: 2561.35 ms [2021-01-19 23:07:59 main:574] : INFO : Epoch 733 | loss: 0.0311216 | val_loss: 0.0311431 | Time: 2537.53 ms [2021-01-19 23:08:02 main:574] : INFO : Epoch 734 | loss: 0.0311196 | val_loss: 0.0311432 | Time: 2475.13 ms [2021-01-19 23:08:05 main:574] : INFO : Epoch 735 | loss: 0.0311195 | val_loss: 0.0311467 | Time: 2134.22 ms [2021-01-19 23:08:07 main:574] : INFO : Epoch 736 | loss: 0.0311188 | val_loss: 0.0311443 | Time: 2495.16 ms [2021-01-19 23:08:10 main:574] : INFO : Epoch 737 | loss: 0.031126 | val_loss: 0.031151 | Time: 2462.71 ms [2021-01-19 23:08:13 main:574] : INFO : Epoch 738 | loss: 0.0311294 | val_loss: 0.0311495 | Time: 2494.97 ms [2021-01-19 23:08:16 main:574] : INFO : Epoch 739 | loss: 0.0311276 | val_loss: 0.0311423 | Time: 2688.92 ms [2021-01-19 23:08:19 main:574] : INFO : Epoch 740 | loss: 0.0311236 | val_loss: 0.031144 | Time: 2588.64 ms [2021-01-19 23:08:22 main:574] : INFO : Epoch 741 | loss: 0.0311225 | val_loss: 0.0311406 | Time: 2484.02 ms [2021-01-19 23:08:24 main:574] : INFO : Epoch 742 | loss: 0.0311218 | val_loss: 0.0311417 | Time: 2221.82 ms [2021-01-19 23:08:28 main:574] : INFO : Epoch 743 | loss: 0.0311221 | val_loss: 0.031141 | Time: 2712.58 ms [2021-01-19 23:08:30 main:574] : INFO : Epoch 744 | loss: 0.031122 | val_loss: 0.0311415 | Time: 2614.1 ms [2021-01-19 23:08:33 main:574] : INFO : Epoch 745 | loss: 0.0311219 | val_loss: 0.0311443 | Time: 2414.26 ms [2021-01-19 23:08:35 main:574] : INFO : Epoch 746 | loss: 0.0311241 | val_loss: 0.0311471 | Time: 2167.44 ms [2021-01-19 23:08:38 main:574] : INFO : Epoch 747 | loss: 0.0311262 | val_loss: 0.0311466 | Time: 2498.1 ms [2021-01-19 23:08:41 main:574] : INFO : Epoch 748 | loss: 0.0311318 | val_loss: 0.0311455 | Time: 2492.08 ms [2021-01-19 23:08:44 main:574] : INFO : Epoch 749 | loss: 0.0311402 | val_loss: 0.0311493 | Time: 2648.64 ms [2021-01-19 23:08:46 main:574] : INFO : Epoch 750 | loss: 0.0311368 | val_loss: 0.0311499 | Time: 2191.51 ms [2021-01-19 23:08:49 main:574] : INFO : Epoch 751 | loss: 0.0311354 | val_loss: 0.0311492 | Time: 2432.11 ms [2021-01-19 23:08:51 main:574] : INFO : Epoch 752 | loss: 0.0311369 | val_loss: 0.0311442 | Time: 2560.78 ms [2021-01-19 23:08:55 main:574] : INFO : Epoch 753 | loss: 0.031136 | val_loss: 0.0311443 | Time: 2591.63 ms [2021-01-19 23:08:57 main:574] : INFO : Epoch 754 | loss: 0.0311309 | val_loss: 0.031146 | Time: 2228.37 ms [2021-01-19 23:09:00 main:574] : INFO : Epoch 755 | loss: 0.0311322 | val_loss: 0.031144 | Time: 2514.27 ms [2021-01-19 23:09:03 main:574] : INFO : Epoch 756 | loss: 0.0311336 | val_loss: 0.0311475 | Time: 2569.98 ms [2021-01-19 23:09:06 main:574] : INFO : Epoch 757 | loss: 0.0311347 | val_loss: 0.0311523 | Time: 2356.47 ms [2021-01-19 23:09:08 main:574] : INFO : Epoch 758 | loss: 0.0311314 | val_loss: 0.0311449 | Time: 2412.75 ms [2021-01-19 23:09:11 main:574] : INFO : Epoch 759 | loss: 0.0311274 | val_loss: 0.03114 | Time: 2571.59 ms [2021-01-19 23:09:14 main:574] : INFO : Epoch 760 | loss: 0.0311237 | val_loss: 0.0311449 | Time: 2508.8 ms [2021-01-19 23:09:17 main:574] : INFO : Epoch 761 | loss: 0.0311243 | val_loss: 0.031142 | Time: 2250.86 ms [2021-01-19 23:09:20 main:574] : INFO : Epoch 762 | loss: 0.0311227 | val_loss: 0.0311418 | Time: 2478.3 ms [2021-01-19 23:09:23 main:574] : INFO : Epoch 763 | loss: 0.0311229 | val_loss: 0.0311424 | Time: 2609.32 ms [2021-01-19 23:09:26 main:574] : INFO : Epoch 764 | loss: 0.0311273 | val_loss: 0.0311422 | Time: 2339.22 ms [2021-01-19 23:09:30 main:574] : INFO : Epoch 765 | loss: 0.0311245 | val_loss: 0.0311449 | Time: 2547.75 ms [2021-01-19 23:09:32 main:574] : INFO : Epoch 766 | loss: 0.0311214 | val_loss: 0.0311412 | Time: 2516.32 ms [2021-01-19 23:09:36 main:574] : INFO : Epoch 767 | loss: 0.0311204 | val_loss: 0.031142 | Time: 2512.81 ms [2021-01-19 23:09:38 main:574] : INFO : Epoch 768 | loss: 0.0311205 | val_loss: 0.031141 | Time: 2136.39 ms [2021-01-19 23:09:41 main:574] : INFO : Epoch 769 | loss: 0.0311216 | val_loss: 0.031142 | Time: 2524.53 ms [2021-01-19 23:09:44 main:574] : INFO : Epoch 770 | loss: 0.0311201 | val_loss: 0.0311437 | Time: 2535.01 ms [2021-01-19 23:09:47 main:574] : INFO : Epoch 771 | loss: 0.0311219 | val_loss: 0.0311439 | Time: 2471.73 ms [2021-01-19 23:09:49 main:574] : INFO : Epoch 772 | loss: 0.0311258 | val_loss: 0.0311451 | Time: 2290.96 ms [2021-01-19 23:09:52 main:574] : INFO : Epoch 773 | loss: 0.0311264 | val_loss: 0.0311468 | Time: 2523.94 ms [2021-01-19 23:09:55 main:574] : INFO : Epoch 774 | loss: 0.0311308 | val_loss: 0.0311624 | Time: 2613.73 ms [2021-01-19 23:09:57 main:574] : INFO : Epoch 775 | loss: 0.031133 | val_loss: 0.0311531 | Time: 2423.96 ms [2021-01-19 23:10:00 main:574] : INFO : Epoch 776 | loss: 0.031124 | val_loss: 0.0311421 | Time: 2245.72 ms [2021-01-19 23:10:02 main:574] : INFO : Epoch 777 | loss: 0.0311217 | val_loss: 0.0311443 | Time: 2459.19 ms [2021-01-19 23:10:06 main:574] : INFO : Epoch 778 | loss: 0.0311212 | val_loss: 0.031143 | Time: 2500.7 ms [2021-01-19 23:10:08 main:574] : INFO : Epoch 779 | loss: 0.0311263 | val_loss: 0.0311454 | Time: 2421.44 ms [2021-01-19 23:10:11 main:574] : INFO : Epoch 780 | loss: 0.0311256 | val_loss: 0.0311454 | Time: 2511.92 ms [2021-01-19 23:10:14 main:574] : INFO : Epoch 781 | loss: 0.0311256 | val_loss: 0.0311424 | Time: 2508.39 ms [2021-01-19 23:10:17 main:574] : INFO : Epoch 782 | loss: 0.0311219 | val_loss: 0.031147 | Time: 2662.06 ms [2021-01-19 23:10:19 main:574] : INFO : Epoch 783 | loss: 0.031122 | val_loss: 0.0311436 | Time: 2118.83 ms [2021-01-19 23:10:22 main:574] : INFO : Epoch 784 | loss: 0.0311223 | val_loss: 0.031146 | Time: 2457.78 ms [2021-01-19 23:10:25 main:574] : INFO : Epoch 785 | loss: 0.0311244 | val_loss: 0.0311445 | Time: 2585.02 ms [2021-01-19 23:10:27 main:574] : INFO : Epoch 786 | loss: 0.0311247 | val_loss: 0.0311462 | Time: 2433 ms [2021-01-19 23:10:30 main:574] : INFO : Epoch 787 | loss: 0.0311239 | val_loss: 0.0311408 | Time: 2195.79 ms [2021-01-19 23:10:33 main:574] : INFO : Epoch 788 | loss: 0.0311206 | val_loss: 0.0311399 | Time: 2551.36 ms [2021-01-19 23:10:35 main:574] : INFO : Epoch 789 | loss: 0.0311208 | val_loss: 0.0311439 | Time: 2597.1 ms [2021-01-19 23:10:38 main:574] : INFO : Epoch 790 | loss: 0.0311228 | val_loss: 0.0311399 | Time: 2609.82 ms [2021-01-19 23:10:41 main:574] : INFO : Epoch 791 | loss: 0.03112 | val_loss: 0.0311391 | Time: 2201.38 ms [2021-01-19 23:10:43 main:574] : INFO : Epoch 792 | loss: 0.0311203 | val_loss: 0.03114 | Time: 2566.48 ms [2021-01-19 23:10:47 main:574] : INFO : Epoch 793 | loss: 0.0311247 | val_loss: 0.0311434 | Time: 2547.72 ms [2021-01-19 23:10:49 main:574] : INFO : Epoch 794 | loss: 0.0311258 | val_loss: 0.0311484 | Time: 2472.51 ms [2021-01-19 23:10:51 main:574] : INFO : Epoch 795 | loss: 0.0311285 | val_loss: 0.0311434 | Time: 2298.23 ms [2021-01-19 23:10:54 main:574] : INFO : Epoch 796 | loss: 0.0311247 | val_loss: 0.0311399 | Time: 2481.55 ms [2021-01-19 23:10:57 main:574] : INFO : Epoch 797 | loss: 0.031123 | val_loss: 0.031139 | Time: 2558.7 ms [2021-01-19 23:11:01 main:574] : INFO : Epoch 798 | loss: 0.0311219 | val_loss: 0.0311404 | Time: 2243.7 ms [2021-01-19 23:11:04 main:574] : INFO : Epoch 799 | loss: 0.0311269 | val_loss: 0.0311424 | Time: 2554.89 ms [2021-01-19 23:11:07 main:574] : INFO : Epoch 800 | loss: 0.0311258 | val_loss: 0.0311434 | Time: 2526.2 ms [2021-01-19 23:11:09 main:574] : INFO : Epoch 801 | loss: 0.0311233 | val_loss: 0.0311382 | Time: 2462.66 ms [2021-01-19 23:11:12 main:574] : INFO : Epoch 802 | loss: 0.0311192 | val_loss: 0.0311379 | Time: 2243.75 ms [2021-01-19 23:11:14 main:574] : INFO : Epoch 803 | loss: 0.0311183 | val_loss: 0.0311372 | Time: 2592.59 ms [2021-01-19 23:11:17 main:574] : INFO : Epoch 804 | loss: 0.0311166 | val_loss: 0.0311368 | Time: 2624.05 ms [2021-01-19 23:11:20 main:574] : INFO : Epoch 805 | loss: 0.031117 | val_loss: 0.0311379 | Time: 2449.18 ms [2021-01-19 23:11:23 main:574] : INFO : Epoch 806 | loss: 0.0311174 | val_loss: 0.0311376 | Time: 2398.76 ms [2021-01-19 23:11:26 main:574] : INFO : Epoch 807 | loss: 0.0311165 | val_loss: 0.0311363 | Time: 2589.57 ms [2021-01-19 23:11:28 main:574] : INFO : Epoch 808 | loss: 0.0311161 | val_loss: 0.0311394 | Time: 2672.16 ms [2021-01-19 23:11:32 main:574] : INFO : Epoch 809 | loss: 0.0311167 | val_loss: 0.0311384 | Time: 2258.18 ms [2021-01-19 23:11:35 main:574] : INFO : Epoch 810 | loss: 0.0311174 | val_loss: 0.0311445 | Time: 2413.85 ms [2021-01-19 23:11:38 main:574] : INFO : Epoch 811 | loss: 0.0311188 | val_loss: 0.0311363 | Time: 2476.94 ms [2021-01-19 23:11:41 main:574] : INFO : Epoch 812 | loss: 0.0311209 | val_loss: 0.0311448 | Time: 2522.8 ms [2021-01-19 23:11:44 main:574] : INFO : Epoch 813 | loss: 0.031119 | val_loss: 0.0311379 | Time: 2609.35 ms [2021-01-19 23:11:47 main:574] : INFO : Epoch 814 | loss: 0.0311167 | val_loss: 0.0311369 | Time: 2671.1 ms [2021-01-19 23:11:50 main:574] : INFO : Epoch 815 | loss: 0.031117 | val_loss: 0.0311341 | Time: 2554.6 ms [2021-01-19 23:11:53 main:574] : INFO : Epoch 816 | loss: 0.0311166 | val_loss: 0.0311373 | Time: 2186.54 ms [2021-01-19 23:11:56 main:574] : INFO : Epoch 817 | loss: 0.0311156 | val_loss: 0.0311369 | Time: 2542.04 ms [2021-01-19 23:11:59 main:574] : INFO : Epoch 818 | loss: 0.0311166 | val_loss: 0.0311362 | Time: 2530.34 ms [2021-01-19 23:12:03 main:574] : INFO : Epoch 819 | loss: 0.0311241 | val_loss: 0.0311382 | Time: 2331.85 ms [2021-01-19 23:12:05 main:574] : INFO : Epoch 820 | loss: 0.0311167 | val_loss: 0.0311377 | Time: 2586.68 ms [2021-01-19 23:12:08 main:574] : INFO : Epoch 821 | loss: 0.0311158 | val_loss: 0.0311371 | Time: 2567.88 ms [2021-01-19 23:12:11 main:574] : INFO : Epoch 822 | loss: 0.0311161 | val_loss: 0.031141 | Time: 2586.39 ms [2021-01-19 23:12:13 main:574] : INFO : Epoch 823 | loss: 0.0311162 | val_loss: 0.0311358 | Time: 2271.06 ms [2021-01-19 23:12:16 main:574] : INFO : Epoch 824 | loss: 0.0311163 | val_loss: 0.0311345 | Time: 2650.4 ms [2021-01-19 23:12:18 main:574] : INFO : Epoch 825 | loss: 0.0311164 | val_loss: 0.0311405 | Time: 2523.63 ms [2021-01-19 23:12:21 main:574] : INFO : Epoch 826 | loss: 0.0311189 | val_loss: 0.0311354 | Time: 2673.92 ms [2021-01-19 23:12:24 main:574] : INFO : Epoch 827 | loss: 0.0311175 | val_loss: 0.0311356 | Time: 2302.25 ms [2021-01-19 23:12:26 main:574] : INFO : Epoch 828 | loss: 0.0311185 | val_loss: 0.0311362 | Time: 2583.88 ms [2021-01-19 23:12:29 main:574] : INFO : Epoch 829 | loss: 0.0311182 | val_loss: 0.0311363 | Time: 2485.46 ms [2021-01-19 23:12:31 main:574] : INFO : Epoch 830 | loss: 0.0311159 | val_loss: 0.031149 | Time: 2387.52 ms [2021-01-19 23:12:34 main:574] : INFO : Epoch 831 | loss: 0.0311179 | val_loss: 0.0311395 | Time: 2373.67 ms [2021-01-19 23:12:38 main:574] : INFO : Epoch 832 | loss: 0.0311165 | val_loss: 0.0311419 | Time: 2585.81 ms [2021-01-19 23:12:41 main:574] : INFO : Epoch 833 | loss: 0.0311198 | val_loss: 0.0311397 | Time: 2529.52 ms [2021-01-19 23:12:43 main:574] : INFO : Epoch 834 | loss: 0.0311158 | val_loss: 0.0311363 | Time: 2250.18 ms [2021-01-19 23:12:46 main:574] : INFO : Epoch 835 | loss: 0.0311142 | val_loss: 0.0311366 | Time: 2637.59 ms [2021-01-19 23:12:49 main:574] : INFO : Epoch 836 | loss: 0.0311133 | val_loss: 0.0311359 | Time: 2619.5 ms [2021-01-19 23:12:52 main:574] : INFO : Epoch 837 | loss: 0.031114 | val_loss: 0.0311349 | Time: 2408.42 ms [2021-01-19 23:12:55 main:574] : INFO : Epoch 838 | loss: 0.0311182 | val_loss: 0.0311384 | Time: 2615.44 ms [2021-01-19 23:12:58 main:574] : INFO : Epoch 839 | loss: 0.0311185 | val_loss: 0.0311395 | Time: 2576.15 ms [2021-01-19 23:13:00 main:574] : INFO : Epoch 840 | loss: 0.0311154 | val_loss: 0.0311369 | Time: 2492.33 ms [2021-01-19 23:13:03 main:574] : INFO : Epoch 841 | loss: 0.0311146 | val_loss: 0.0311358 | Time: 2266.88 ms [2021-01-19 23:13:06 main:574] : INFO : Epoch 842 | loss: 0.0311148 | val_loss: 0.0311344 | Time: 2620.9 ms [2021-01-19 23:13:10 main:574] : INFO : Epoch 843 | loss: 0.0311134 | val_loss: 0.0311398 | Time: 2610.4 ms [2021-01-19 23:13:12 main:574] : INFO : Epoch 844 | loss: 0.0311152 | val_loss: 0.031135 | Time: 2182.78 ms [2021-01-19 23:13:15 main:574] : INFO : Epoch 845 | loss: 0.0311137 | val_loss: 0.0311315 | Time: 2481.42 ms [2021-01-19 23:13:18 main:574] : INFO : Epoch 846 | loss: 0.0311135 | val_loss: 0.0311332 | Time: 2574.46 ms [2021-01-19 23:13:21 main:574] : INFO : Epoch 847 | loss: 0.0311136 | val_loss: 0.0311326 | Time: 2683.88 ms [2021-01-19 23:13:23 main:574] : INFO : Epoch 848 | loss: 0.0311142 | val_loss: 0.0311356 | Time: 2469.9 ms [2021-01-19 23:13:26 main:574] : INFO : Epoch 849 | loss: 0.0311133 | val_loss: 0.0311357 | Time: 2635.16 ms [2021-01-19 23:13:29 main:574] : INFO : Epoch 850 | loss: 0.0311134 | val_loss: 0.0311346 | Time: 2467.9 ms [2021-01-19 23:13:31 main:574] : INFO : Epoch 851 | loss: 0.0311128 | val_loss: 0.031136 | Time: 2533.99 ms [2021-01-19 23:13:34 main:574] : INFO : Epoch 852 | loss: 0.0311161 | val_loss: 0.0311351 | Time: 2241.29 ms [2021-01-19 23:13:36 main:574] : INFO : Epoch 853 | loss: 0.031115 | val_loss: 0.0311347 | Time: 2463.09 ms [2021-01-19 23:13:40 main:574] : INFO : Epoch 854 | loss: 0.0311148 | val_loss: 0.0311364 | Time: 2456.1 ms [2021-01-19 23:13:42 main:574] : INFO : Epoch 855 | loss: 0.0311185 | val_loss: 0.0311346 | Time: 2509.87 ms [2021-01-19 23:13:45 main:574] : INFO : Epoch 856 | loss: 0.0311153 | val_loss: 0.0311372 | Time: 2329.14 ms [2021-01-19 23:13:48 main:574] : INFO : Epoch 857 | loss: 0.0311133 | val_loss: 0.0311361 | Time: 2861.15 ms [2021-01-19 23:13:51 main:574] : INFO : Epoch 858 | loss: 0.031112 | val_loss: 0.0311383 | Time: 3263.82 ms [2021-01-19 23:13:55 main:574] : INFO : Epoch 859 | loss: 0.0311131 | val_loss: 0.0311409 | Time: 2269.71 ms [2021-01-19 23:13:59 main:574] : INFO : Epoch 860 | loss: 0.0311141 | val_loss: 0.0311341 | Time: 2429.98 ms [2021-01-19 23:14:01 main:574] : INFO : Epoch 861 | loss: 0.0311124 | val_loss: 0.031133 | Time: 2440.98 ms [2021-01-19 23:14:04 main:574] : INFO : Epoch 862 | loss: 0.0311124 | val_loss: 0.0311391 | Time: 2296.87 ms [2021-01-19 23:14:06 main:574] : INFO : Epoch 863 | loss: 0.0311118 | val_loss: 0.0311371 | Time: 2326.21 ms [2021-01-19 23:14:09 main:574] : INFO : Epoch 864 | loss: 0.0311139 | val_loss: 0.0311447 | Time: 2531.8 ms [2021-01-19 23:14:12 main:574] : INFO : Epoch 865 | loss: 0.031117 | val_loss: 0.0311363 | Time: 2556.66 ms [2021-01-19 23:14:14 main:574] : INFO : Epoch 866 | loss: 0.0311132 | val_loss: 0.0311405 | Time: 2267.25 ms [2021-01-19 23:14:17 main:574] : INFO : Epoch 867 | loss: 0.0311143 | val_loss: 0.0311369 | Time: 2443.93 ms [2021-01-19 23:14:20 main:574] : INFO : Epoch 868 | loss: 0.0311149 | val_loss: 0.0311389 | Time: 2642.29 ms [2021-01-19 23:14:23 main:574] : INFO : Epoch 869 | loss: 0.0311152 | val_loss: 0.0311389 | Time: 2743.08 ms [2021-01-19 23:14:26 main:574] : INFO : Epoch 870 | loss: 0.0311189 | val_loss: 0.0311402 | Time: 2238.17 ms [2021-01-19 23:14:29 main:574] : INFO : Epoch 871 | loss: 0.0311178 | val_loss: 0.0311489 | Time: 2488.33 ms [2021-01-19 23:14:32 main:574] : INFO : Epoch 872 | loss: 0.0311202 | val_loss: 0.0311504 | Time: 2491.27 ms [2021-01-19 23:14:34 main:574] : INFO : Epoch 873 | loss: 0.0311175 | val_loss: 0.0311421 | Time: 2551.05 ms [2021-01-19 23:14:37 main:574] : INFO : Epoch 874 | loss: 0.0311166 | val_loss: 0.0311409 | Time: 2218.85 ms [2021-01-19 23:14:39 main:574] : INFO : Epoch 875 | loss: 0.0311158 | val_loss: 0.0311376 | Time: 2473.51 ms [2021-01-19 23:14:42 main:574] : INFO : Epoch 876 | loss: 0.0311135 | val_loss: 0.0311381 | Time: 2588.96 ms [2021-01-19 23:14:46 main:574] : INFO : Epoch 877 | loss: 0.0311134 | val_loss: 0.0311377 | Time: 2597.99 ms [2021-01-19 23:14:48 main:574] : INFO : Epoch 878 | loss: 0.0311145 | val_loss: 0.0311364 | Time: 2419.34 ms [2021-01-19 23:14:52 main:574] : INFO : Epoch 879 | loss: 0.0311166 | val_loss: 0.0311386 | Time: 2540.48 ms [2021-01-19 23:14:54 main:574] : INFO : Epoch 880 | loss: 0.0311158 | val_loss: 0.0311365 | Time: 2590.85 ms [2021-01-19 23:14:57 main:574] : INFO : Epoch 881 | loss: 0.0311155 | val_loss: 0.0311374 | Time: 2321.48 ms [2021-01-19 23:14:59 main:574] : INFO : Epoch 882 | loss: 0.0311164 | val_loss: 0.0311405 | Time: 2359.34 ms [2021-01-19 23:15:02 main:574] : INFO : Epoch 883 | loss: 0.031119 | val_loss: 0.0311452 | Time: 2504.5 ms [2021-01-19 23:15:04 main:574] : INFO : Epoch 884 | loss: 0.0311213 | val_loss: 0.0311391 | Time: 2517.12 ms [2021-01-19 23:15:08 main:574] : INFO : Epoch 885 | loss: 0.0311168 | val_loss: 0.0311372 | Time: 2247.82 ms [2021-01-19 23:15:10 main:574] : INFO : Epoch 886 | loss: 0.0311176 | val_loss: 0.0311404 | Time: 2527.72 ms [2021-01-19 23:15:13 main:574] : INFO : Epoch 887 | loss: 0.0311173 | val_loss: 0.0311379 | Time: 2551.38 ms [2021-01-19 23:15:16 main:574] : INFO : Epoch 888 | loss: 0.0311155 | val_loss: 0.031141 | Time: 2728.87 ms [2021-01-19 23:15:19 main:574] : INFO : Epoch 889 | loss: 0.0311187 | val_loss: 0.0311479 | Time: 2163.13 ms [2021-01-19 23:15:21 main:574] : INFO : Epoch 890 | loss: 0.03112 | val_loss: 0.0311385 | Time: 2527.48 ms [2021-01-19 23:15:24 main:574] : INFO : Epoch 891 | loss: 0.0311149 | val_loss: 0.0311401 | Time: 2597.22 ms [2021-01-19 23:15:27 main:574] : INFO : Epoch 892 | loss: 0.0311165 | val_loss: 0.0311402 | Time: 2573.66 ms [2021-01-19 23:15:30 main:574] : INFO : Epoch 893 | loss: 0.0311165 | val_loss: 0.031139 | Time: 2212.3 ms [2021-01-19 23:15:33 main:574] : INFO : Epoch 894 | loss: 0.0311139 | val_loss: 0.0311403 | Time: 2458.54 ms [2021-01-19 23:15:36 main:574] : INFO : Epoch 895 | loss: 0.0311155 | val_loss: 0.0311377 | Time: 2498.47 ms [2021-01-19 23:15:38 main:574] : INFO : Epoch 896 | loss: 0.0311159 | val_loss: 0.0311465 | Time: 2473.75 ms [2021-01-19 23:15:41 main:574] : INFO : Epoch 897 | loss: 0.0311173 | val_loss: 0.0311389 | Time: 2357.32 ms [2021-01-19 23:15:43 main:574] : INFO : Epoch 898 | loss: 0.0311165 | val_loss: 0.0311425 | Time: 2535.98 ms [2021-01-19 23:15:46 main:574] : INFO : Epoch 899 | loss: 0.0311154 | val_loss: 0.0311387 | Time: 2643.93 ms [2021-01-19 23:15:48 main:574] : INFO : Epoch 900 | loss: 0.031116 | val_loss: 0.0311381 | Time: 2382.47 ms [2021-01-19 23:15:52 main:574] : INFO : Epoch 901 | loss: 0.0311152 | val_loss: 0.0311458 | Time: 2553.98 ms [2021-01-19 23:15:56 main:574] : INFO : Epoch 902 | loss: 0.0311156 | val_loss: 0.031141 | Time: 2641.19 ms [2021-01-19 23:15:58 main:574] : INFO : Epoch 903 | loss: 0.0311155 | val_loss: 0.0311399 | Time: 2527.89 ms [2021-01-19 23:16:01 main:574] : INFO : Epoch 904 | loss: 0.0311154 | val_loss: 0.0311418 | Time: 2205 ms [2021-01-19 23:16:03 main:574] : INFO : Epoch 905 | loss: 0.0311174 | val_loss: 0.0311413 | Time: 2373.98 ms [2021-01-19 23:16:06 main:574] : INFO : Epoch 906 | loss: 0.0311169 | val_loss: 0.031139 | Time: 2447.76 ms [2021-01-19 23:16:09 main:574] : INFO : Epoch 907 | loss: 0.0311171 | val_loss: 0.0311381 | Time: 2298.48 ms [2021-01-19 23:16:13 main:574] : INFO : Epoch 908 | loss: 0.031117 | val_loss: 0.0311416 | Time: 2459.78 ms [2021-01-19 23:16:15 main:574] : INFO : Epoch 909 | loss: 0.0311166 | val_loss: 0.0311413 | Time: 2630.13 ms [2021-01-19 23:16:19 main:574] : INFO : Epoch 910 | loss: 0.0311175 | val_loss: 0.0311458 | Time: 2783.63 ms [2021-01-19 23:16:21 main:574] : INFO : Epoch 911 | loss: 0.0311197 | val_loss: 0.0311449 | Time: 2295.58 ms [2021-01-19 23:16:25 main:574] : INFO : Epoch 912 | loss: 0.0311185 | val_loss: 0.0311411 | Time: 2668.14 ms [2021-01-19 23:16:28 main:574] : INFO : Epoch 913 | loss: 0.0311165 | val_loss: 0.0311429 | Time: 2513.27 ms [2021-01-19 23:16:31 main:574] : INFO : Epoch 914 | loss: 0.031117 | val_loss: 0.0311396 | Time: 2239.71 ms [2021-01-19 23:16:33 main:574] : INFO : Epoch 915 | loss: 0.0311159 | val_loss: 0.0311402 | Time: 2412.99 ms [2021-01-19 23:16:36 main:574] : INFO : Epoch 916 | loss: 0.0311149 | val_loss: 0.031138 | Time: 2437.66 ms [2021-01-19 23:16:38 main:574] : INFO : Epoch 917 | loss: 0.0311146 | val_loss: 0.0311369 | Time: 2551.21 ms [2021-01-19 23:16:41 main:574] : INFO : Epoch 918 | loss: 0.0311158 | val_loss: 0.031142 | Time: 2168.34 ms [2021-01-19 23:16:44 main:574] : INFO : Epoch 919 | loss: 0.0311148 | val_loss: 0.0311394 | Time: 2382.41 ms [2021-01-19 23:16:47 main:574] : INFO : Epoch 920 | loss: 0.0311153 | val_loss: 0.0311399 | Time: 2559.26 ms [2021-01-19 23:16:50 main:574] : INFO : Epoch 921 | loss: 0.0311156 | val_loss: 0.0311399 | Time: 2839.67 ms [2021-01-19 23:16:52 main:574] : INFO : Epoch 922 | loss: 0.0311168 | val_loss: 0.0311368 | Time: 2317.98 ms [2021-01-19 23:16:55 main:574] : INFO : Epoch 923 | loss: 0.0311142 | val_loss: 0.0311362 | Time: 2593.1 ms [2021-01-19 23:16:58 main:574] : INFO : Epoch 924 | loss: 0.0311135 | val_loss: 0.031136 | Time: 2505.39 ms [2021-01-19 23:17:00 main:574] : INFO : Epoch 925 | loss: 0.0311154 | val_loss: 0.0311384 | Time: 2422.23 ms [2021-01-19 23:17:03 main:574] : INFO : Epoch 926 | loss: 0.0311132 | val_loss: 0.0311377 | Time: 2155.15 ms [2021-01-19 23:17:05 main:574] : INFO : Epoch 927 | loss: 0.0311177 | val_loss: 0.0311426 | Time: 2475.83 ms [2021-01-19 23:17:09 main:574] : INFO : Epoch 928 | loss: 0.0311213 | val_loss: 0.0311403 | Time: 2531.85 ms [2021-01-19 23:17:11 main:574] : INFO : Epoch 929 | loss: 0.0311187 | val_loss: 0.0311407 | Time: 2272.1 ms [2021-01-19 23:17:14 main:574] : INFO : Epoch 930 | loss: 0.0311187 | val_loss: 0.0311475 | Time: 2493.43 ms [2021-01-19 23:17:16 main:574] : INFO : Epoch 931 | loss: 0.0311202 | val_loss: 0.0311404 | Time: 2581.21 ms [2021-01-19 23:17:19 main:574] : INFO : Epoch 932 | loss: 0.0311181 | val_loss: 0.0311404 | Time: 2506.77 ms [2021-01-19 23:17:21 main:574] : INFO : Epoch 933 | loss: 0.0311189 | val_loss: 0.0311414 | Time: 2374.61 ms [2021-01-19 23:17:24 main:574] : INFO : Epoch 934 | loss: 0.0311172 | val_loss: 0.0311404 | Time: 2558.9 ms [2021-01-19 23:17:27 main:574] : INFO : Epoch 935 | loss: 0.0311183 | val_loss: 0.0311493 | Time: 2547.72 ms [2021-01-19 23:17:30 main:574] : INFO : Epoch 936 | loss: 0.0311234 | val_loss: 0.0311568 | Time: 2532.72 ms [2021-01-19 23:17:32 main:574] : INFO : Epoch 937 | loss: 0.0311215 | val_loss: 0.0311477 | Time: 2176.59 ms [2021-01-19 23:17:35 main:574] : INFO : Epoch 938 | loss: 0.0311228 | val_loss: 0.0311516 | Time: 2442.55 ms [2021-01-19 23:17:37 main:574] : INFO : Epoch 939 | loss: 0.0311189 | val_loss: 0.0311439 | Time: 2500.29 ms [2021-01-19 23:17:40 main:574] : INFO : Epoch 940 | loss: 0.0311156 | val_loss: 0.0311414 | Time: 2569.55 ms [2021-01-19 23:17:42 main:574] : INFO : Epoch 941 | loss: 0.031115 | val_loss: 0.0311409 | Time: 2233.6 ms [2021-01-19 23:17:45 main:574] : INFO : Epoch 942 | loss: 0.0311147 | val_loss: 0.0311417 | Time: 2458.34 ms [2021-01-19 23:17:48 main:574] : INFO : Epoch 943 | loss: 0.0311157 | val_loss: 0.0311448 | Time: 2557.02 ms [2021-01-19 23:17:50 main:574] : INFO : Epoch 944 | loss: 0.0311215 | val_loss: 0.0311467 | Time: 2545.67 ms [2021-01-19 23:17:53 main:574] : INFO : Epoch 945 | loss: 0.0311291 | val_loss: 0.0311541 | Time: 2329.47 ms [2021-01-19 23:17:55 main:574] : INFO : Epoch 946 | loss: 0.0311325 | val_loss: 0.0311442 | Time: 2746.72 ms [2021-01-19 23:17:58 main:574] : INFO : Epoch 947 | loss: 0.0311291 | val_loss: 0.0311401 | Time: 2670.39 ms [2021-01-19 23:18:01 main:574] : INFO : Epoch 948 | loss: 0.0311258 | val_loss: 0.031139 | Time: 2388.31 ms [2021-01-19 23:18:03 main:574] : INFO : Epoch 949 | loss: 0.0311257 | val_loss: 0.0311396 | Time: 2309.39 ms [2021-01-19 23:18:06 main:574] : INFO : Epoch 950 | loss: 0.0311255 | val_loss: 0.0311391 | Time: 2440.57 ms [2021-01-19 23:18:08 main:574] : INFO : Epoch 951 | loss: 0.0311255 | val_loss: 0.03114 | Time: 2484.84 ms [2021-01-19 23:18:11 main:574] : INFO : Epoch 952 | loss: 0.0311261 | val_loss: 0.0311448 | Time: 2421.22 ms [2021-01-19 23:18:13 main:574] : INFO : Epoch 953 | loss: 0.0311266 | val_loss: 0.0311403 | Time: 2339.33 ms [2021-01-19 23:18:16 main:574] : INFO : Epoch 954 | loss: 0.0311247 | val_loss: 0.0311424 | Time: 2507.76 ms [2021-01-19 23:18:18 main:574] : INFO : Epoch 955 | loss: 0.0311245 | val_loss: 0.0311414 | Time: 2580.99 ms [2021-01-19 23:18:21 main:574] : INFO : Epoch 956 | loss: 0.0311242 | val_loss: 0.0311397 | Time: 2533.72 ms [2021-01-19 23:18:24 main:574] : INFO : Epoch 957 | loss: 0.0311235 | val_loss: 0.0311379 | Time: 2604.79 ms [2021-01-19 23:18:26 main:574] : INFO : Epoch 958 | loss: 0.0311239 | val_loss: 0.0311407 | Time: 2659.68 ms [2021-01-19 23:18:29 main:574] : INFO : Epoch 959 | loss: 0.0311218 | val_loss: 0.0311449 | Time: 2528.78 ms [2021-01-19 23:18:32 main:574] : INFO : Epoch 960 | loss: 0.0311208 | val_loss: 0.0311409 | Time: 2232.63 ms [2021-01-19 23:18:36 main:574] : INFO : Epoch 961 | loss: 0.0311204 | val_loss: 0.0311414 | Time: 2511.82 ms [2021-01-19 23:18:38 main:574] : INFO : Epoch 962 | loss: 0.0311217 | val_loss: 0.0311443 | Time: 2528.93 ms [2021-01-19 23:18:41 main:574] : INFO : Epoch 963 | loss: 0.0311213 | val_loss: 0.0311388 | Time: 2307.73 ms [2021-01-19 23:18:44 main:574] : INFO : Epoch 964 | loss: 0.0311208 | val_loss: 0.0311425 | Time: 2375.68 ms [2021-01-19 23:18:46 main:574] : INFO : Epoch 965 | loss: 0.0311217 | val_loss: 0.03114 | Time: 2530.21 ms [2021-01-19 23:18:49 main:574] : INFO : Epoch 966 | loss: 0.0311212 | val_loss: 0.0311414 | Time: 2677.89 ms [2021-01-19 23:18:51 main:574] : INFO : Epoch 967 | loss: 0.0311213 | val_loss: 0.0311404 | Time: 2356.23 ms [2021-01-19 23:18:54 main:574] : INFO : Epoch 968 | loss: 0.0311208 | val_loss: 0.0311434 | Time: 2530.74 ms [2021-01-19 23:18:57 main:574] : INFO : Epoch 969 | loss: 0.031119 | val_loss: 0.0311416 | Time: 2582.52 ms [2021-01-19 23:18:59 main:574] : INFO : Epoch 970 | loss: 0.0311202 | val_loss: 0.0311421 | Time: 2658.63 ms [2021-01-19 23:19:02 main:574] : INFO : Epoch 971 | loss: 0.0311227 | val_loss: 0.0311443 | Time: 2267.67 ms [2021-01-19 23:19:05 main:574] : INFO : Epoch 972 | loss: 0.0311218 | val_loss: 0.0311423 | Time: 2546.13 ms [2021-01-19 23:19:08 main:574] : INFO : Epoch 973 | loss: 0.0311195 | val_loss: 0.0311424 | Time: 2440.42 ms [2021-01-19 23:19:11 main:574] : INFO : Epoch 974 | loss: 0.0311189 | val_loss: 0.0311422 | Time: 2335.45 ms [2021-01-19 23:19:14 main:574] : INFO : Epoch 975 | loss: 0.0311193 | val_loss: 0.0311426 | Time: 2312.31 ms [2021-01-19 23:19:16 main:574] : INFO : Epoch 976 | loss: 0.0311185 | val_loss: 0.031143 | Time: 2487.44 ms [2021-01-19 23:19:19 main:574] : INFO : Epoch 977 | loss: 0.0311187 | val_loss: 0.0311407 | Time: 2494.85 ms [2021-01-19 23:19:21 main:574] : INFO : Epoch 978 | loss: 0.0311183 | val_loss: 0.0311417 | Time: 2539.07 ms [2021-01-19 23:19:24 main:574] : INFO : Epoch 979 | loss: 0.0311172 | val_loss: 0.0311495 | Time: 2331.07 ms [2021-01-19 23:19:26 main:574] : INFO : Epoch 980 | loss: 0.0311221 | val_loss: 0.0311474 | Time: 2624.16 ms [2021-01-19 23:19:31 main:574] : INFO : Epoch 981 | loss: 0.0311206 | val_loss: 0.0311446 | Time: 2529.34 ms [2021-01-19 23:19:34 main:574] : INFO : Epoch 982 | loss: 0.0311206 | val_loss: 0.0311479 | Time: 2406.3 ms [2021-01-19 23:19:37 main:574] : INFO : Epoch 983 | loss: 0.0311188 | val_loss: 0.0311454 | Time: 2479.2 ms [2021-01-19 23:19:40 main:574] : INFO : Epoch 984 | loss: 0.0311172 | val_loss: 0.0311443 | Time: 2460.05 ms [2021-01-19 23:19:42 main:574] : INFO : Epoch 985 | loss: 0.0311182 | val_loss: 0.0311468 | Time: 2311.4 ms [2021-01-19 23:19:45 main:574] : INFO : Epoch 986 | loss: 0.0311178 | val_loss: 0.0311449 | Time: 2464.05 ms [2021-01-19 23:19:47 main:574] : INFO : Epoch 987 | loss: 0.0311195 | val_loss: 0.0311434 | Time: 2518.66 ms [2021-01-19 23:19:50 main:574] : INFO : Epoch 988 | loss: 0.031122 | val_loss: 0.0311466 | Time: 2653.2 ms [2021-01-19 23:19:53 main:574] : INFO : Epoch 989 | loss: 0.0311195 | val_loss: 0.0311442 | Time: 2338.13 ms [2021-01-19 23:19:55 main:574] : INFO : Epoch 990 | loss: 0.0311194 | val_loss: 0.0311482 | Time: 2506.02 ms [2021-01-19 23:19:58 main:574] : INFO : Epoch 991 | loss: 0.0311205 | val_loss: 0.0311466 | Time: 2634.06 ms [2021-01-19 23:20:01 main:574] : INFO : Epoch 992 | loss: 0.0311207 | val_loss: 0.0311452 | Time: 2619.91 ms [2021-01-19 23:20:04 main:574] : INFO : Epoch 993 | loss: 0.0311221 | val_loss: 0.0311468 | Time: 2242.07 ms [2021-01-19 23:20:06 main:574] : INFO : Epoch 994 | loss: 0.0311235 | val_loss: 0.0311461 | Time: 2383.12 ms [2021-01-19 23:20:09 main:574] : INFO : Epoch 995 | loss: 0.0311242 | val_loss: 0.0311502 | Time: 2482.68 ms [2021-01-19 23:20:11 main:574] : INFO : Epoch 996 | loss: 0.0311228 | val_loss: 0.0311461 | Time: 2536.06 ms [2021-01-19 23:20:14 main:574] : INFO : Epoch 997 | loss: 0.0311215 | val_loss: 0.031149 | Time: 2262.35 ms [2021-01-19 23:20:16 main:574] : INFO : Epoch 998 | loss: 0.0311192 | val_loss: 0.031146 | Time: 2568.52 ms [2021-01-19 23:20:19 main:574] : INFO : Epoch 999 | loss: 0.0311189 | val_loss: 0.0311472 | Time: 2602.88 ms [2021-01-19 23:20:22 main:574] : INFO : Epoch 1000 | loss: 0.0311203 | val_loss: 0.0311456 | Time: 2781.91 ms [2021-01-19 23:20:25 main:574] : INFO : Epoch 1001 | loss: 0.0311206 | val_loss: 0.0311442 | Time: 2209.48 ms [2021-01-19 23:20:28 main:574] : INFO : Epoch 1002 | loss: 0.0311196 | val_loss: 0.0311473 | Time: 2601.13 ms [2021-01-19 23:20:30 main:574] : INFO : Epoch 1003 | loss: 0.0311219 | val_loss: 0.0311453 | Time: 2488.33 ms [2021-01-19 23:20:33 main:574] : INFO : Epoch 1004 | loss: 0.0311205 | val_loss: 0.0311423 | Time: 2501.04 ms [2021-01-19 23:20:35 main:574] : INFO : Epoch 1005 | loss: 0.0311204 | val_loss: 0.0311425 | Time: 2147.22 ms [2021-01-19 23:20:38 main:574] : INFO : Epoch 1006 | loss: 0.0311201 | val_loss: 0.0311432 | Time: 2457.06 ms [2021-01-19 23:20:40 main:574] : INFO : Epoch 1007 | loss: 0.0311177 | val_loss: 0.0311403 | Time: 2530.27 ms [2021-01-19 23:20:43 main:574] : INFO : Epoch 1008 | loss: 0.0311198 | val_loss: 0.0311462 | Time: 2607.5 ms [2021-01-19 23:20:46 main:574] : INFO : Epoch 1009 | loss: 0.0311213 | val_loss: 0.0311467 | Time: 2381.94 ms [2021-01-19 23:20:48 main:574] : INFO : Epoch 1010 | loss: 0.0311188 | val_loss: 0.0311576 | Time: 2583.77 ms [2021-01-19 23:20:51 main:574] : INFO : Epoch 1011 | loss: 0.0311294 | val_loss: 0.031158 | Time: 2590.24 ms [2021-01-19 23:20:53 main:574] : INFO : Epoch 1012 | loss: 0.0311495 | val_loss: 0.0311575 | Time: 2446.1 ms [2021-01-19 23:20:58 main:574] : INFO : Epoch 1013 | loss: 0.0374202 | val_loss: 0.0376367 | Time: 2643.18 ms [2021-01-19 23:21:00 main:574] : INFO : Epoch 1014 | loss: 0.0471492 | val_loss: 0.0382561 | Time: 2577.1 ms [2021-01-19 23:21:03 main:574] : INFO : Epoch 1015 | loss: 0.0334066 | val_loss: 0.0320743 | Time: 2480.82 ms [2021-01-19 23:21:05 main:574] : INFO : Epoch 1016 | loss: 0.0315845 | val_loss: 0.031308 | Time: 2216.13 ms [2021-01-19 23:21:08 main:574] : INFO : Epoch 1017 | loss: 0.0312825 | val_loss: 0.0312538 | Time: 2470.23 ms [2021-01-19 23:21:10 main:574] : INFO : Epoch 1018 | loss: 0.0312274 | val_loss: 0.0312112 | Time: 2608.87 ms [2021-01-19 23:21:14 main:574] : INFO : Epoch 1019 | loss: 0.0312005 | val_loss: 0.0311981 | Time: 2246.94 ms [2021-01-19 23:21:17 main:574] : INFO : Epoch 1020 | loss: 0.0311895 | val_loss: 0.0311903 | Time: 2614.86 ms [2021-01-19 23:21:19 main:574] : INFO : Epoch 1021 | loss: 0.0311817 | val_loss: 0.0311836 | Time: 2561.95 ms [2021-01-19 23:21:22 main:574] : INFO : Epoch 1022 | loss: 0.0311744 | val_loss: 0.0311772 | Time: 2541.6 ms [2021-01-19 23:21:25 main:574] : INFO : Epoch 1023 | loss: 0.0311681 | val_loss: 0.0311724 | Time: 2340.82 ms [2021-01-19 23:21:27 main:574] : INFO : Epoch 1024 | loss: 0.031163 | val_loss: 0.0311709 | Time: 2560.79 ms [2021-01-19 23:21:27 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311709 [2021-01-19 23:21:27 main:603] : INFO : Saving end state to config to file [2021-01-19 23:21:27 main:608] : INFO : Success, exiting.. 23:21:28 (19552): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)