Task 3176155
| Name | ParityMachine-1605152386-3146-7_0 |
| Workunit | 1471924 |
| Created | 4 Dec 2020, 13:53:53 UTC |
| Sent | 5 Dec 2020, 10:03:52 UTC |
| Report deadline | 12 Dec 2020, 10:03:52 UTC |
| Received | 9 Dec 2020, 7:54:09 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 574 |
| Run time | 42 min 28 sec |
| CPU time | 40 min 59 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,475.31 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.45 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> ain:574] : INFO : Epoch 520 | loss: 0.00898278 | val_loss: 0.00926089 | Time: 2414.81 ms [2020-12-09 08:33:12 main:574] : INFO : Epoch 521 | loss: 0.00870553 | val_loss: 0.00896822 | Time: 2396.71 ms [2020-12-09 08:33:14 main:574] : INFO : Epoch 522 | loss: 0.00850437 | val_loss: 0.00877009 | Time: 2410.74 ms [2020-12-09 08:33:17 main:574] : INFO : Epoch 523 | loss: 0.0082386 | val_loss: 0.00854311 | Time: 2416.29 ms [2020-12-09 08:33:19 main:574] : INFO : Epoch 524 | loss: 0.00810437 | val_loss: 0.00890201 | Time: 2381.73 ms [2020-12-09 08:33:22 main:574] : INFO : Epoch 525 | loss: 0.00845511 | val_loss: 0.00843961 | Time: 2385.75 ms [2020-12-09 08:33:24 main:574] : INFO : Epoch 526 | loss: 0.00788777 | val_loss: 0.00813544 | Time: 2446 ms [2020-12-09 08:33:27 main:574] : INFO : Epoch 527 | loss: 0.00769783 | val_loss: 0.00796963 | Time: 2396.35 ms [2020-12-09 08:33:29 main:574] : INFO : Epoch 528 | loss: 0.0075004 | val_loss: 0.00770164 | Time: 2419.91 ms [2020-12-09 08:33:31 main:574] : INFO : Epoch 529 | loss: 0.00730233 | val_loss: 0.00756137 | Time: 2417.56 ms [2020-12-09 08:33:34 main:574] : INFO : Epoch 530 | loss: 0.00829422 | val_loss: 0.00813924 | Time: 2435.05 ms [2020-12-09 08:33:36 main:574] : INFO : Epoch 531 | loss: 0.0076113 | val_loss: 0.00753088 | Time: 2462.98 ms [2020-12-09 08:33:39 main:574] : INFO : Epoch 532 | loss: 0.00704664 | val_loss: 0.00715019 | Time: 2394.44 ms [2020-12-09 08:33:41 main:574] : INFO : Epoch 533 | loss: 0.0069058 | val_loss: 0.00689803 | Time: 2399.33 ms [2020-12-09 08:33:44 main:574] : INFO : Epoch 534 | loss: 0.00655814 | val_loss: 0.00652651 | Time: 2431.74 ms [2020-12-09 08:33:46 main:574] : INFO : Epoch 535 | loss: 0.00625157 | val_loss: 0.00658152 | Time: 2459.57 ms [2020-12-09 08:33:49 main:574] : INFO : Epoch 536 | loss: 0.00614026 | val_loss: 0.00618475 | Time: 2412.7 ms [2020-12-09 08:33:51 main:574] : INFO : Epoch 537 | loss: 0.00603019 | val_loss: 0.00591299 | Time: 2514.3 ms [2020-12-09 08:33:54 main:574] : INFO : Epoch 538 | loss: 0.0054066 | val_loss: 0.00552003 | Time: 2419.83 ms [2020-12-09 08:33:56 main:574] : INFO : Epoch 539 | loss: 0.00523404 | val_loss: 0.00538281 | Time: 2415.82 ms [2020-12-09 08:33:59 main:574] : INFO : Epoch 540 | loss: 0.00500897 | val_loss: 0.00532842 | Time: 2409.28 ms [2020-12-09 08:34:01 main:574] : INFO : Epoch 541 | loss: 0.00492659 | val_loss: 0.0053112 | Time: 2490.87 ms [2020-12-09 08:34:04 main:574] : INFO : Epoch 542 | loss: 0.00476275 | val_loss: 0.00501834 | Time: 2397.07 ms [2020-12-09 08:34:06 main:574] : INFO : Epoch 543 | loss: 0.00454181 | val_loss: 0.00486343 | Time: 2448.31 ms [2020-12-09 08:34:09 main:574] : INFO : Epoch 544 | loss: 0.00437755 | val_loss: 0.00470004 | Time: 2423.73 ms [2020-12-09 08:34:11 main:574] : INFO : Epoch 545 | loss: 0.0042983 | val_loss: 0.00452612 | Time: 2421.38 ms [2020-12-09 08:34:13 main:574] : INFO : Epoch 546 | loss: 0.028135 | val_loss: 0.0313542 | Time: 2401.7 ms [2020-12-09 08:34:16 main:574] : INFO : Epoch 547 | loss: 0.0312846 | val_loss: 0.0312646 | Time: 2443.1 ms [2020-12-09 08:34:18 main:574] : INFO : Epoch 548 | loss: 0.0312561 | val_loss: 0.0312538 | Time: 2414.04 ms [2020-12-09 08:34:21 main:574] : INFO : Epoch 549 | loss: 0.031252 | val_loss: 0.0312535 | Time: 2409.16 ms [2020-12-09 08:34:23 main:574] : INFO : Epoch 550 | loss: 0.0312514 | val_loss: 0.0312515 | Time: 2418.27 ms [2020-12-09 08:34:26 main:574] : INFO : Epoch 551 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 2419.84 ms [2020-12-09 08:34:28 main:574] : INFO : Epoch 552 | loss: 0.0312507 | val_loss: 0.0312518 | Time: 2450.04 ms [2020-12-09 08:34:31 main:574] : INFO : Epoch 553 | loss: 0.0312505 | val_loss: 0.031251 | Time: 2487.02 ms [2020-12-09 08:34:33 main:574] : INFO : Epoch 554 | loss: 0.0312506 | val_loss: 0.0312513 | Time: 2386.21 ms [2020-12-09 08:34:36 main:574] : INFO : Epoch 555 | loss: 0.0312506 | val_loss: 0.0312518 | Time: 2420.13 ms [2020-12-09 08:34:38 main:574] : INFO : Epoch 556 | loss: 0.0312506 | val_loss: 0.031252 | Time: 2422.25 ms [2020-12-09 08:34:41 main:574] : INFO : Epoch 557 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 2454.77 ms [2020-12-09 08:34:43 main:574] : INFO : Epoch 558 | loss: 0.0312504 | val_loss: 0.031251 | Time: 2530.23 ms [2020-12-09 08:34:46 main:574] : INFO : Epoch 559 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 2451.72 ms [2020-12-09 08:34:48 main:574] : INFO : Epoch 560 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 2457.1 ms [2020-12-09 08:34:51 main:574] : INFO : Epoch 561 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 2478.61 ms [2020-12-09 08:34:53 main:574] : INFO : Epoch 562 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 2391.43 ms [2020-12-09 08:34:55 main:574] : INFO : Epoch 563 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 2420.48 ms [2020-12-09 08:34:58 main:574] : INFO : Epoch 564 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2446.66 ms [2020-12-09 08:35:00 main:574] : INFO : Epoch 565 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 2490.94 ms [2020-12-09 08:35:03 main:574] : INFO : Epoch 566 | loss: 0.0312496 | val_loss: 0.0312508 | Time: 2422.87 ms [2020-12-09 08:35:05 main:574] : INFO : Epoch 567 | loss: 0.0312495 | val_loss: 0.03125 | Time: 2387.08 ms [2020-12-09 08:35:08 main:574] : INFO : Epoch 568 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 2424.86 ms [2020-12-09 08:35:10 main:574] : INFO : Epoch 569 | loss: 0.0312498 | val_loss: 0.031252 | Time: 2441.39 ms [2020-12-09 08:35:13 main:574] : INFO : Epoch 570 | loss: 0.031251 | val_loss: 0.0312518 | Time: 2434.72 ms [2020-12-09 08:35:15 main:574] : INFO : Epoch 571 | loss: 0.0312512 | val_loss: 0.0312504 | Time: 2448.42 ms [2020-12-09 08:35:18 main:574] : INFO : Epoch 572 | loss: 0.0312515 | val_loss: 0.0312508 | Time: 2416.48 ms [2020-12-09 08:35:20 main:574] : INFO : Epoch 573 | loss: 0.0312508 | val_loss: 0.031251 | Time: 2379.04 ms [2020-12-09 08:35:23 main:574] : INFO : Epoch 574 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 2391.21 ms [2020-12-09 08:35:25 main:574] : INFO : Epoch 575 | loss: 0.03125 | val_loss: 0.031251 | Time: 2416.34 ms [2020-12-09 08:35:28 main:574] : INFO : Epoch 576 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 2462.64 ms [2020-12-09 08:35:30 main:574] : INFO : Epoch 577 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 2426.31 ms [2020-12-09 08:35:32 main:574] : INFO : Epoch 578 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 2384.86 ms [2020-12-09 08:35:35 main:574] : INFO : Epoch 579 | loss: 0.03125 | val_loss: 0.031251 | Time: 2411.08 ms [2020-12-09 08:35:37 main:574] : INFO : Epoch 580 | loss: 0.0312498 | val_loss: 0.0312519 | Time: 2436.06 ms [2020-12-09 08:35:40 main:574] : INFO : Epoch 581 | loss: 0.03125 | val_loss: 0.0312511 | Time: 2377.65 ms [2020-12-09 08:35:42 main:574] : INFO : Epoch 582 | loss: 0.0312503 | val_loss: 0.0312513 | Time: 2425.55 ms [2020-12-09 08:35:45 main:574] : INFO : Epoch 583 | loss: 0.0312498 | val_loss: 0.0312516 | Time: 2405.48 ms [2020-12-09 08:35:47 main:574] : INFO : Epoch 584 | loss: 0.0312498 | val_loss: 0.0312511 | Time: 2440.23 ms [2020-12-09 08:35:50 main:574] : INFO : Epoch 585 | loss: 0.0312499 | val_loss: 0.031251 | Time: 2415.32 ms [2020-12-09 08:35:52 main:574] : INFO : Epoch 586 | loss: 0.0312507 | val_loss: 0.0312517 | Time: 2391.53 ms [2020-12-09 08:35:54 main:574] : INFO : Epoch 587 | loss: 0.0312502 | val_loss: 0.0312513 | Time: 2385.88 ms [2020-12-09 08:35:57 main:574] : INFO : Epoch 588 | loss: 0.0312494 | val_loss: 0.0312516 | Time: 2434.55 ms [2020-12-09 08:35:59 main:574] : INFO : Epoch 589 | loss: 0.0312499 | val_loss: 0.0312525 | Time: 2393.1 ms [2020-12-09 08:36:02 main:574] : INFO : Epoch 590 | loss: 0.0312495 | val_loss: 0.0312512 | Time: 2405.14 ms [2020-12-09 08:36:04 main:574] : INFO : Epoch 591 | loss: 0.0312494 | val_loss: 0.0312512 | Time: 2421.96 ms [2020-12-09 08:36:07 main:574] : INFO : Epoch 592 | loss: 0.0312492 | val_loss: 0.0312511 | Time: 2420.5 ms [2020-12-09 08:36:09 main:574] : INFO : Epoch 593 | loss: 0.0312495 | val_loss: 0.031252 | Time: 2431.46 ms [2020-12-09 08:36:12 main:574] : INFO : Epoch 594 | loss: 0.0312496 | val_loss: 0.0312511 | Time: 2401.15 ms [2020-12-09 08:36:14 main:574] : INFO : Epoch 595 | loss: 0.0312499 | val_loss: 0.0312511 | Time: 2440.44 ms [2020-12-09 08:36:17 main:574] : INFO : Epoch 596 | loss: 0.0312489 | val_loss: 0.0312503 | Time: 2403.53 ms [2020-12-09 08:36:19 main:574] : INFO : Epoch 597 | loss: 0.0312485 | val_loss: 0.0312502 | Time: 2403.08 ms [2020-12-09 08:36:21 main:574] : INFO : Epoch 598 | loss: 0.0312482 | val_loss: 0.0312498 | Time: 2393.9 ms [2020-12-09 08:36:24 main:574] : INFO : Epoch 599 | loss: 0.0312481 | val_loss: 0.0312495 | Time: 2379.26 ms [2020-12-09 08:36:26 main:574] : INFO : Epoch 600 | loss: 0.0312496 | val_loss: 0.0312521 | Time: 2406.65 ms [2020-12-09 08:36:29 main:574] : INFO : Epoch 601 | loss: 0.0312483 | val_loss: 0.0312503 | Time: 2436.02 ms [2020-12-09 08:36:31 main:574] : INFO : Epoch 602 | loss: 0.0312473 | val_loss: 0.0312487 | Time: 2413.14 ms [2020-12-09 08:36:34 main:574] : INFO : Epoch 603 | loss: 0.0312393 | val_loss: 0.0311862 | Time: 2399.16 ms [2020-12-09 08:36:36 main:574] : INFO : Epoch 604 | loss: 0.0310941 | val_loss: 0.030895 | Time: 2385.85 ms [2020-12-09 08:36:38 main:574] : INFO : Epoch 605 | loss: 0.0301448 | val_loss: 0.0285065 | Time: 2389.95 ms [2020-12-09 08:36:41 main:574] : INFO : Epoch 606 | loss: 0.0267655 | val_loss: 0.0244391 | Time: 2415.49 ms [2020-12-09 08:36:43 main:574] : INFO : Epoch 607 | loss: 0.0236265 | val_loss: 0.0230018 | Time: 2440.46 ms [2020-12-09 08:36:46 main:574] : INFO : Epoch 608 | loss: 0.0224566 | val_loss: 0.022095 | Time: 2383.44 ms [2020-12-09 08:36:48 main:574] : INFO : Epoch 609 | loss: 0.0215766 | val_loss: 0.0212585 | Time: 2419.91 ms [2020-12-09 08:36:51 main:574] : INFO : Epoch 610 | loss: 0.0208155 | val_loss: 0.0205596 | Time: 2400.77 ms [2020-12-09 08:36:53 main:574] : INFO : Epoch 611 | loss: 0.0201246 | val_loss: 0.0198418 | Time: 2406.71 ms [2020-12-09 08:36:56 main:574] : INFO : Epoch 612 | loss: 0.0194411 | val_loss: 0.0191963 | Time: 2391.06 ms [2020-12-09 08:36:58 main:574] : INFO : Epoch 613 | loss: 0.0188815 | val_loss: 0.0186508 | Time: 2389.49 ms [2020-12-09 08:37:00 main:574] : INFO : Epoch 614 | loss: 0.0183223 | val_loss: 0.0181779 | Time: 2405.67 ms [2020-12-09 08:37:03 main:574] : INFO : Epoch 615 | loss: 0.0178588 | val_loss: 0.0175879 | Time: 2435.56 ms [2020-12-09 08:37:05 main:574] : INFO : Epoch 616 | loss: 0.0173011 | val_loss: 0.0171911 | Time: 2423.06 ms [2020-12-09 08:37:08 main:574] : INFO : Epoch 617 | loss: 0.0169766 | val_loss: 0.0169869 | Time: 2428.67 ms [2020-12-09 08:37:10 main:574] : INFO : Epoch 618 | loss: 0.0168139 | val_loss: 0.0168318 | Time: 2390.75 ms [2020-12-09 08:37:13 main:574] : INFO : Epoch 619 | loss: 0.0166736 | val_loss: 0.0166426 | Time: 2385.63 ms [2020-12-09 08:37:15 main:574] : INFO : Epoch 620 | loss: 0.0165114 | val_loss: 0.0165133 | Time: 2468.07 ms [2020-12-09 08:37:18 main:574] : INFO : Epoch 621 | loss: 0.0164132 | val_loss: 0.0164305 | Time: 2417.29 ms [2020-12-09 08:37:20 main:574] : INFO : Epoch 622 | loss: 0.0163165 | val_loss: 0.016314 | Time: 2403.41 ms [2020-12-09 08:37:22 main:574] : INFO : Epoch 623 | loss: 0.016226 | val_loss: 0.0166964 | Time: 2389.05 ms [2020-12-09 08:37:25 main:574] : INFO : Epoch 624 | loss: 0.0166185 | val_loss: 0.0165452 | Time: 2463.94 ms [2020-12-09 08:37:27 main:574] : INFO : Epoch 625 | loss: 0.0163479 | val_loss: 0.0163059 | Time: 2411.12 ms [2020-12-09 08:37:30 main:574] : INFO : Epoch 626 | loss: 0.0161545 | val_loss: 0.0161638 | Time: 2396.28 ms [2020-12-09 08:37:32 main:574] : INFO : Epoch 627 | loss: 0.0160673 | val_loss: 0.0160272 | Time: 2412.9 ms [2020-12-09 08:37:35 main:574] : INFO : Epoch 628 | loss: 0.0159199 | val_loss: 0.0158962 | Time: 2445.61 ms [2020-12-09 08:37:37 main:574] : INFO : Epoch 629 | loss: 0.0158001 | val_loss: 0.0157466 | Time: 2399.16 ms [2020-12-09 08:37:40 main:574] : INFO : Epoch 630 | loss: 0.0156368 | val_loss: 0.0155972 | Time: 2393.6 ms [2020-12-09 08:37:42 main:574] : INFO : Epoch 631 | loss: 0.0154876 | val_loss: 0.0154594 | Time: 2424.39 ms [2020-12-09 08:37:44 main:574] : INFO : Epoch 632 | loss: 0.0152838 | val_loss: 0.0151487 | Time: 2381.74 ms [2020-12-09 08:37:47 main:574] : INFO : Epoch 633 | loss: 0.0149547 | val_loss: 0.014774 | Time: 2443.91 ms [2020-12-09 08:37:49 main:574] : INFO : Epoch 634 | loss: 0.0146808 | val_loss: 0.0146067 | Time: 2416.5 ms [2020-12-09 08:37:52 main:574] : INFO : Epoch 635 | loss: 0.0144852 | val_loss: 0.0144215 | Time: 2438 ms [2020-12-09 08:37:54 main:574] : INFO : Epoch 636 | loss: 0.0142871 | val_loss: 0.014189 | Time: 2429.18 ms [2020-12-09 08:37:57 main:574] : INFO : Epoch 637 | loss: 0.0140092 | val_loss: 0.0137704 | Time: 2460.01 ms [2020-12-09 08:37:59 main:574] : INFO : Epoch 638 | loss: 0.013552 | val_loss: 0.0133022 | Time: 2428.36 ms [2020-12-09 08:38:02 main:574] : INFO : Epoch 639 | loss: 0.0131869 | val_loss: 0.012945 | Time: 2426.73 ms [2020-12-09 08:38:04 main:574] : INFO : Epoch 640 | loss: 0.0128885 | val_loss: 0.0126205 | Time: 2428.29 ms [2020-12-09 08:38:07 main:574] : INFO : Epoch 641 | loss: 0.0125156 | val_loss: 0.0123286 | Time: 2406.34 ms [2020-12-09 08:38:09 main:574] : INFO : Epoch 642 | loss: 0.0122674 | val_loss: 0.0120775 | Time: 2417.35 ms [2020-12-09 08:38:12 main:574] : INFO : Epoch 643 | loss: 0.0119954 | val_loss: 0.0119378 | Time: 2400.55 ms [2020-12-09 08:38:14 main:574] : INFO : Epoch 644 | loss: 0.0117836 | val_loss: 0.0116214 | Time: 2392.48 ms [2020-12-09 08:38:16 main:574] : INFO : Epoch 645 | loss: 0.01152 | val_loss: 0.0113399 | Time: 2418.73 ms [2020-12-09 08:38:19 main:574] : INFO : Epoch 646 | loss: 0.0113372 | val_loss: 0.0112068 | Time: 2434.32 ms [2020-12-09 08:38:21 main:574] : INFO : Epoch 647 | loss: 0.0111541 | val_loss: 0.0110456 | Time: 2394.81 ms [2020-12-09 08:38:24 main:574] : INFO : Epoch 648 | loss: 0.0110039 | val_loss: 0.0108232 | Time: 2384.86 ms [2020-12-09 08:38:26 main:574] : INFO : Epoch 649 | loss: 0.0108547 | val_loss: 0.0106676 | Time: 2398.61 ms [2020-12-09 08:38:29 main:574] : INFO : Epoch 650 | loss: 0.0107105 | val_loss: 0.0105948 | Time: 2459.34 ms [2020-12-09 08:38:31 main:574] : INFO : Epoch 651 | loss: 0.0106585 | val_loss: 0.0104864 | Time: 2420.43 ms [2020-12-09 08:38:34 main:574] : INFO : Epoch 652 | loss: 0.0105283 | val_loss: 0.0103928 | Time: 2384.4 ms [2020-12-09 08:38:36 main:574] : INFO : Epoch 653 | loss: 0.0104317 | val_loss: 0.0103838 | Time: 2427.82 ms [2020-12-09 08:38:39 main:574] : INFO : Epoch 654 | loss: 0.0103906 | val_loss: 0.0102735 | Time: 2403.82 ms [2020-12-09 08:38:41 main:574] : INFO : Epoch 655 | loss: 0.0103263 | val_loss: 0.0102378 | Time: 2444.96 ms [2020-12-09 08:38:43 main:574] : INFO : Epoch 656 | loss: 0.0102833 | val_loss: 0.0102071 | Time: 2411.33 ms [2020-12-09 08:38:46 main:574] : INFO : Epoch 657 | loss: 0.0102547 | val_loss: 0.0101764 | Time: 2403.09 ms [2020-12-09 08:38:48 main:574] : INFO : Epoch 658 | loss: 0.0102166 | val_loss: 0.0101405 | Time: 2390.32 ms [2020-12-09 08:38:51 main:574] : INFO : Epoch 659 | loss: 0.0101977 | val_loss: 0.0101224 | Time: 2403.12 ms [2020-12-09 08:38:53 main:574] : INFO : Epoch 660 | loss: 0.0101717 | val_loss: 0.0100861 | Time: 2422.75 ms [2020-12-09 08:38:56 main:574] : INFO : Epoch 661 | loss: 0.0101457 | val_loss: 0.0100874 | Time: 2427.47 ms [2020-12-09 08:38:58 main:574] : INFO : Epoch 662 | loss: 0.010135 | val_loss: 0.0100567 | Time: 2419.68 ms [2020-12-09 08:39:01 main:574] : INFO : Epoch 663 | loss: 0.010124 | val_loss: 0.0101529 | Time: 2429.02 ms [2020-12-09 08:39:03 main:574] : INFO : Epoch 664 | loss: 0.0101667 | val_loss: 0.0100516 | Time: 2436.51 ms [2020-12-09 08:39:06 main:574] : INFO : Epoch 665 | loss: 0.0100995 | val_loss: 0.0100147 | Time: 2415.28 ms [2020-12-09 08:39:08 main:574] : INFO : Epoch 666 | loss: 0.010078 | val_loss: 0.0100059 | Time: 2478.54 ms [2020-12-09 08:39:11 main:574] : INFO : Epoch 667 | loss: 0.0100703 | val_loss: 0.00998913 | Time: 2432.63 ms [2020-12-09 08:39:13 main:574] : INFO : Epoch 668 | loss: 0.0100545 | val_loss: 0.00997578 | Time: 2406 ms [2020-12-09 08:39:15 main:574] : INFO : Epoch 669 | loss: 0.0100434 | val_loss: 0.00996922 | Time: 2427.86 ms [2020-12-09 08:39:18 main:574] : INFO : Epoch 670 | loss: 0.0100328 | val_loss: 0.00996004 | Time: 2422.31 ms [2020-12-09 08:39:20 main:574] : INFO : Epoch 671 | loss: 0.0100349 | val_loss: 0.00995975 | Time: 2401.89 ms [2020-12-09 08:39:23 main:574] : INFO : Epoch 672 | loss: 0.0100306 | val_loss: 0.00995028 | Time: 2421.51 ms [2020-12-09 08:39:25 main:574] : INFO : Epoch 673 | loss: 0.0100197 | val_loss: 0.00993879 | Time: 2427.54 ms [2020-12-09 08:39:28 main:574] : INFO : Epoch 674 | loss: 0.0100092 | val_loss: 0.00992996 | Time: 2382.94 ms [2020-12-09 08:39:30 main:574] : INFO : Epoch 675 | loss: 0.0100084 | val_loss: 0.00993901 | Time: 2474.59 ms [2020-12-09 08:39:33 main:574] : INFO : Epoch 676 | loss: 0.00999717 | val_loss: 0.0099219 | Time: 2432.05 ms [2020-12-09 08:39:35 main:574] : INFO : Epoch 677 | loss: 0.0099997 | val_loss: 0.00992293 | Time: 2423.58 ms [2020-12-09 08:39:38 main:574] : INFO : Epoch 678 | loss: 0.00998684 | val_loss: 0.00991104 | Time: 2428.43 ms [2020-12-09 08:39:40 main:574] : INFO : Epoch 679 | loss: 0.00998269 | val_loss: 0.00991113 | Time: 2432.2 ms [2020-12-09 08:39:42 main:574] : INFO : Epoch 680 | loss: 0.00997704 | val_loss: 0.00990825 | Time: 2394.2 ms [2020-12-09 08:39:45 main:574] : INFO : Epoch 681 | loss: 0.00997366 | val_loss: 0.0098992 | Time: 2437.54 ms [2020-12-09 08:39:47 main:574] : INFO : Epoch 682 | loss: 0.00996966 | val_loss: 0.00989249 | Time: 2431.87 ms [2020-12-09 08:39:50 main:574] : INFO : Epoch 683 | loss: 0.00996776 | val_loss: 0.00989358 | Time: 2439.12 ms [2020-12-09 08:39:52 main:574] : INFO : Epoch 684 | loss: 0.00996442 | val_loss: 0.00990128 | Time: 2429.87 ms [2020-12-09 08:39:55 main:574] : INFO : Epoch 685 | loss: 0.00996159 | val_loss: 0.00989026 | Time: 2375.9 ms [2020-12-09 08:39:57 main:574] : INFO : Epoch 686 | loss: 0.00995767 | val_loss: 0.00988918 | Time: 2445.1 ms [2020-12-09 08:40:00 main:574] : INFO : Epoch 687 | loss: 0.0099487 | val_loss: 0.00987827 | Time: 2404.53 ms [2020-12-09 08:40:02 main:574] : INFO : Epoch 688 | loss: 0.00995122 | val_loss: 0.00987975 | Time: 2373.8 ms [2020-12-09 08:40:04 main:574] : INFO : Epoch 689 | loss: 0.00994509 | val_loss: 0.00986768 | Time: 2412.89 ms [2020-12-09 08:40:07 main:574] : INFO : Epoch 690 | loss: 0.00994846 | val_loss: 0.00986859 | Time: 2463.57 ms [2020-12-09 08:40:09 main:574] : INFO : Epoch 691 | loss: 0.00994323 | val_loss: 0.00986011 | Time: 2411.67 ms [2020-12-09 08:40:12 main:574] : INFO : Epoch 692 | loss: 0.00993088 | val_loss: 0.00985906 | Time: 2434.81 ms [2020-12-09 08:40:14 main:574] : INFO : Epoch 693 | loss: 0.00993086 | val_loss: 0.00985884 | Time: 2426.53 ms [2020-12-09 08:40:17 main:574] : INFO : Epoch 694 | loss: 0.00993088 | val_loss: 0.00985206 | Time: 2407.06 ms [2020-12-09 08:40:19 main:574] : INFO : Epoch 695 | loss: 0.00993719 | val_loss: 0.00986321 | Time: 2408.15 ms [2020-12-09 08:40:22 main:574] : INFO : Epoch 696 | loss: 0.0099322 | val_loss: 0.00984644 | Time: 2427.47 ms [2020-12-09 08:40:24 main:574] : INFO : Epoch 697 | loss: 0.00991691 | val_loss: 0.00984949 | Time: 2453.62 ms [2020-12-09 08:40:27 main:574] : INFO : Epoch 698 | loss: 0.00991672 | val_loss: 0.00984096 | Time: 2428.63 ms [2020-12-09 08:40:29 main:574] : INFO : Epoch 699 | loss: 0.00992464 | val_loss: 0.0098487 | Time: 2414.82 ms [2020-12-09 08:40:32 main:574] : INFO : Epoch 700 | loss: 0.00991582 | val_loss: 0.00983555 | Time: 2400.54 ms [2020-12-09 08:40:34 main:574] : INFO : Epoch 701 | loss: 0.00992553 | val_loss: 0.00984831 | Time: 2406.82 ms [2020-12-09 08:40:36 main:574] : INFO : Epoch 702 | loss: 0.00992967 | val_loss: 0.00989732 | Time: 2403.8 ms [2020-12-09 08:40:39 main:574] : INFO : Epoch 703 | loss: 0.00993565 | val_loss: 0.00984726 | Time: 2445.18 ms [2020-12-09 08:40:41 main:574] : INFO : Epoch 704 | loss: 0.00992178 | val_loss: 0.00983532 | Time: 2416.13 ms [2020-12-09 08:40:44 main:574] : INFO : Epoch 705 | loss: 0.00990654 | val_loss: 0.00982462 | Time: 2414.27 ms [2020-12-09 08:40:46 main:574] : INFO : Epoch 706 | loss: 0.00990644 | val_loss: 0.00982024 | Time: 2432.81 ms [2020-12-09 08:40:49 main:574] : INFO : Epoch 707 | loss: 0.00989763 | val_loss: 0.00982163 | Time: 2425.26 ms [2020-12-09 08:40:51 main:574] : INFO : Epoch 708 | loss: 0.0098987 | val_loss: 0.0099138 | Time: 2459.55 ms [2020-12-09 08:40:54 main:574] : INFO : Epoch 709 | loss: 0.00991666 | val_loss: 0.00981726 | Time: 2420.08 ms [2020-12-09 08:40:56 main:574] : INFO : Epoch 710 | loss: 0.00989442 | val_loss: 0.00981634 | Time: 2388.04 ms [2020-12-09 08:40:59 main:574] : INFO : Epoch 711 | loss: 0.00989039 | val_loss: 0.00981674 | Time: 2436.17 ms [2020-12-09 08:41:01 main:574] : INFO : Epoch 712 | loss: 0.00988258 | val_loss: 0.00981616 | Time: 2401.07 ms [2020-12-09 08:41:03 main:574] : INFO : Epoch 713 | loss: 0.00989253 | val_loss: 0.00982213 | Time: 2435.23 ms [2020-12-09 08:41:06 main:574] : INFO : Epoch 714 | loss: 0.00988221 | val_loss: 0.00982325 | Time: 2422.08 ms [2020-12-09 08:41:08 main:574] : INFO : Epoch 715 | loss: 0.00989245 | val_loss: 0.00980667 | Time: 2458.48 ms [2020-12-09 08:41:11 main:574] : INFO : Epoch 716 | loss: 0.00987949 | val_loss: 0.00980071 | Time: 2424.74 ms [2020-12-09 08:41:13 main:574] : INFO : Epoch 717 | loss: 0.00987652 | val_loss: 0.00980159 | Time: 2437.75 ms [2020-12-09 08:41:16 main:574] : INFO : Epoch 718 | loss: 0.00987712 | val_loss: 0.00980567 | Time: 2427.81 ms [2020-12-09 08:41:18 main:574] : INFO : Epoch 719 | loss: 0.00987435 | val_loss: 0.00979817 | Time: 2435.1 ms [2020-12-09 08:41:21 main:574] : INFO : Epoch 720 | loss: 0.00987338 | val_loss: 0.00980627 | Time: 2442.27 ms [2020-12-09 08:41:23 main:574] : INFO : Epoch 721 | loss: 0.00988049 | val_loss: 0.00980532 | Time: 2455.11 ms [2020-12-09 08:41:26 main:574] : INFO : Epoch 722 | loss: 0.00991704 | val_loss: 0.00979397 | Time: 2419.97 ms [2020-12-09 08:41:28 main:574] : INFO : Epoch 723 | loss: 0.00989389 | val_loss: 0.0098272 | Time: 2437.92 ms [2020-12-09 08:41:31 main:574] : INFO : Epoch 724 | loss: 0.00988882 | val_loss: 0.00980169 | Time: 2389.85 ms [2020-12-09 08:41:33 main:574] : INFO : Epoch 725 | loss: 0.00986377 | val_loss: 0.00980692 | Time: 2401.96 ms [2020-12-09 08:41:36 main:574] : INFO : Epoch 726 | loss: 0.0098668 | val_loss: 0.00979514 | Time: 2404.78 ms [2020-12-09 08:41:38 main:574] : INFO : Epoch 727 | loss: 0.0098681 | val_loss: 0.00979744 | Time: 2407.2 ms [2020-12-09 08:41:40 main:574] : INFO : Epoch 728 | loss: 0.00986187 | val_loss: 0.00978509 | Time: 2441.91 ms [2020-12-09 08:41:43 main:574] : INFO : Epoch 729 | loss: 0.00985415 | val_loss: 0.00979091 | Time: 2475.78 ms [2020-12-09 08:41:45 main:574] : INFO : Epoch 730 | loss: 0.00987925 | val_loss: 0.00978427 | Time: 2441.62 ms [2020-12-09 08:41:48 main:574] : INFO : Epoch 731 | loss: 0.00985267 | val_loss: 0.00977662 | Time: 2460.9 ms [2020-12-09 08:41:50 main:574] : INFO : Epoch 732 | loss: 0.00985197 | val_loss: 0.00977914 | Time: 2428.33 ms [2020-12-09 08:41:53 main:574] : INFO : Epoch 733 | loss: 0.00985156 | val_loss: 0.00977531 | Time: 2400.51 ms [2020-12-09 08:41:55 main:574] : INFO : Epoch 734 | loss: 0.0098499 | val_loss: 0.00979118 | Time: 2415.91 ms [2020-12-09 08:41:58 main:574] : INFO : Epoch 735 | loss: 0.00984878 | val_loss: 0.00977452 | Time: 2407.78 ms [2020-12-09 08:42:00 main:574] : INFO : Epoch 736 | loss: 0.00984768 | val_loss: 0.00977613 | Time: 2382.44 ms [2020-12-09 08:42:03 main:574] : INFO : Epoch 737 | loss: 0.00984334 | val_loss: 0.00977945 | Time: 2408.11 ms [2020-12-09 08:42:05 main:574] : INFO : Epoch 738 | loss: 0.00985221 | val_loss: 0.00977977 | Time: 2440.21 ms [2020-12-09 08:42:08 main:574] : INFO : Epoch 739 | loss: 0.00985089 | val_loss: 0.00977076 | Time: 2451.95 ms [2020-12-09 08:42:10 main:574] : INFO : Epoch 740 | loss: 0.00984256 | val_loss: 0.00976901 | Time: 2438.04 ms [2020-12-09 08:42:13 main:574] : INFO : Epoch 741 | loss: 0.0098398 | val_loss: 0.00976672 | Time: 2440.4 ms [2020-12-09 08:42:15 main:574] : INFO : Epoch 742 | loss: 0.00984455 | val_loss: 0.00976827 | Time: 2421.53 ms [2020-12-09 08:42:17 main:574] : INFO : Epoch 743 | loss: 0.0098423 | val_loss: 0.00978537 | Time: 2436.5 ms [2020-12-09 08:42:20 main:574] : INFO : Epoch 744 | loss: 0.00983468 | val_loss: 0.00975508 | Time: 2492.08 ms [2020-12-09 08:42:22 main:574] : INFO : Epoch 745 | loss: 0.00984343 | val_loss: 0.00975981 | Time: 2430.98 ms [2020-12-09 08:42:25 main:574] : INFO : Epoch 746 | loss: 0.00984149 | val_loss: 0.00976053 | Time: 2520.9 ms [2020-12-09 08:42:27 main:574] : INFO : Epoch 747 | loss: 0.00985183 | val_loss: 0.00976162 | Time: 2469.65 ms [2020-12-09 08:42:30 main:574] : INFO : Epoch 748 | loss: 0.00984366 | val_loss: 0.00977081 | Time: 2446.36 ms [2020-12-09 08:42:32 main:574] : INFO : Epoch 749 | loss: 0.00983132 | val_loss: 0.00975888 | Time: 2409.22 ms [2020-12-09 08:42:35 main:574] : INFO : Epoch 750 | loss: 0.00982537 | val_loss: 0.00975307 | Time: 2431.1 ms [2020-12-09 08:42:37 main:574] : INFO : Epoch 751 | loss: 0.00982344 | val_loss: 0.0097638 | Time: 2442.86 ms [2020-12-09 08:42:40 main:574] : INFO : Epoch 752 | loss: 0.00982342 | val_loss: 0.00974926 | Time: 2422.45 ms [2020-12-09 08:42:42 main:574] : INFO : Epoch 753 | loss: 0.00982694 | val_loss: 0.00979508 | Time: 2428.08 ms [2020-12-09 08:42:45 main:574] : INFO : Epoch 754 | loss: 0.00983741 | val_loss: 0.00977112 | Time: 2436.21 ms [2020-12-09 08:42:47 main:574] : INFO : Epoch 755 | loss: 0.00983097 | val_loss: 0.00975907 | Time: 2425.71 ms [2020-12-09 08:42:50 main:574] : INFO : Epoch 756 | loss: 0.00981925 | val_loss: 0.00974032 | Time: 2430.81 ms [2020-12-09 08:42:52 main:574] : INFO : Epoch 757 | loss: 0.00981847 | val_loss: 0.00973582 | Time: 2464.6 ms [2020-12-09 08:42:55 main:574] : INFO : Epoch 758 | loss: 0.00981783 | val_loss: 0.00975072 | Time: 2475.27 ms [2020-12-09 08:42:57 main:574] : INFO : Epoch 759 | loss: 0.00981822 | val_loss: 0.00974304 | Time: 2427.77 ms [2020-12-09 08:43:00 main:574] : INFO : Epoch 760 | loss: 0.0098206 | val_loss: 0.00973112 | Time: 2499.19 ms [2020-12-09 08:43:02 main:574] : INFO : Epoch 761 | loss: 0.0098151 | val_loss: 0.00975076 | Time: 2409.42 ms [2020-12-09 08:43:05 main:574] : INFO : Epoch 762 | loss: 0.00981346 | val_loss: 0.0097484 | Time: 2447.77 ms [2020-12-09 08:43:07 main:574] : INFO : Epoch 763 | loss: 0.0098131 | val_loss: 0.00971974 | Time: 2445.95 ms [2020-12-09 08:43:10 main:574] : INFO : Epoch 764 | loss: 0.00980685 | val_loss: 0.00978392 | Time: 2462.36 ms [2020-12-09 08:43:12 main:574] : INFO : Epoch 765 | loss: 0.00981067 | val_loss: 0.00975516 | Time: 2375.29 ms [2020-12-09 08:43:15 main:574] : INFO : Epoch 766 | loss: 0.00981644 | val_loss: 0.00970709 | Time: 2405.54 ms [2020-12-09 08:43:17 main:574] : INFO : Epoch 767 | loss: 0.00980882 | val_loss: 0.00970815 | Time: 2463.03 ms [2020-12-09 08:43:19 main:574] : INFO : Epoch 768 | loss: 0.00983723 | val_loss: 0.00970085 | Time: 2399.75 ms [2020-12-09 08:43:22 main:574] : INFO : Epoch 769 | loss: 0.00979317 | val_loss: 0.00971582 | Time: 2429.57 ms [2020-12-09 08:43:24 main:574] : INFO : Epoch 770 | loss: 0.00979712 | val_loss: 0.00969334 | Time: 2445.54 ms [2020-12-09 08:43:27 main:574] : INFO : Epoch 771 | loss: 0.00978879 | val_loss: 0.00970012 | Time: 2425.18 ms [2020-12-09 08:43:29 main:574] : INFO : Epoch 772 | loss: 0.00977626 | val_loss: 0.0096836 | Time: 2408.59 ms [2020-12-09 08:43:32 main:574] : INFO : Epoch 773 | loss: 0.00977415 | val_loss: 0.00970673 | Time: 2417.63 ms [2020-12-09 08:43:34 main:574] : INFO : Epoch 774 | loss: 0.00975839 | val_loss: 0.00966834 | Time: 2439.56 ms [2020-12-09 08:43:37 main:574] : INFO : Epoch 775 | loss: 0.00975163 | val_loss: 0.00965954 | Time: 2455.18 ms [2020-12-09 08:43:39 main:574] : INFO : Epoch 776 | loss: 0.00974556 | val_loss: 0.00965863 | Time: 2405.32 ms [2020-12-09 08:43:42 main:574] : INFO : Epoch 777 | loss: 0.00974112 | val_loss: 0.0096643 | Time: 2443.75 ms [2020-12-09 08:43:44 main:574] : INFO : Epoch 778 | loss: 0.00973808 | val_loss: 0.00965629 | Time: 2453.9 ms [2020-12-09 08:43:47 main:574] : INFO : Epoch 779 | loss: 0.00974803 | val_loss: 0.00969853 | Time: 2407.95 ms [2020-12-09 08:43:49 main:574] : INFO : Epoch 780 | loss: 0.00974936 | val_loss: 0.00965629 | Time: 2409.49 ms [2020-12-09 08:43:51 main:574] : INFO : Epoch 781 | loss: 0.00973516 | val_loss: 0.00964245 | Time: 2400.71 ms [2020-12-09 08:43:54 main:574] : INFO : Epoch 782 | loss: 0.0097328 | val_loss: 0.00965996 | Time: 2454.51 ms [2020-12-09 08:43:56 main:574] : INFO : Epoch 783 | loss: 0.00973671 | val_loss: 0.00964581 | Time: 2407.43 ms [2020-12-09 08:43:59 main:574] : INFO : Epoch 784 | loss: 0.00974054 | val_loss: 0.00966708 | Time: 2411.19 ms [2020-12-09 08:44:01 main:574] : INFO : Epoch 785 | loss: 0.00977799 | val_loss: 0.00966865 | Time: 2403.7 ms [2020-12-09 08:44:04 main:574] : INFO : Epoch 786 | loss: 0.0097332 | val_loss: 0.00964698 | Time: 2389.49 ms [2020-12-09 08:44:06 main:574] : INFO : Epoch 787 | loss: 0.0097356 | val_loss: 0.00964232 | Time: 2430.91 ms [2020-12-09 08:44:09 main:574] : INFO : Epoch 788 | loss: 0.00972242 | val_loss: 0.0096402 | Time: 2409.26 ms [2020-12-09 08:44:11 main:574] : INFO : Epoch 789 | loss: 0.00971701 | val_loss: 0.00963504 | Time: 2440.64 ms [2020-12-09 08:44:14 main:574] : INFO : Epoch 790 | loss: 0.00971619 | val_loss: 0.00962167 | Time: 2410.1 ms [2020-12-09 08:44:16 main:574] : INFO : Epoch 791 | loss: 0.00971807 | val_loss: 0.00962413 | Time: 2422.3 ms [2020-12-09 08:44:18 main:574] : INFO : Epoch 792 | loss: 0.00970807 | val_loss: 0.00962691 | Time: 2394.63 ms [2020-12-09 08:44:21 main:574] : INFO : Epoch 793 | loss: 0.00970744 | val_loss: 0.00961707 | Time: 2404.04 ms [2020-12-09 08:44:23 main:574] : INFO : Epoch 794 | loss: 0.00970186 | val_loss: 0.00963555 | Time: 2411.15 ms [2020-12-09 08:44:26 main:574] : INFO : Epoch 795 | loss: 0.00970833 | val_loss: 0.00963183 | Time: 2442.3 ms [2020-12-09 08:44:28 main:574] : INFO : Epoch 796 | loss: 0.00970379 | val_loss: 0.0096104 | Time: 2408.03 ms [2020-12-09 08:44:31 main:574] : INFO : Epoch 797 | loss: 0.00970322 | val_loss: 0.00961722 | Time: 2434.43 ms [2020-12-09 08:44:33 main:574] : INFO : Epoch 798 | loss: 0.00969598 | val_loss: 0.00960902 | Time: 2432.52 ms [2020-12-09 08:44:36 main:574] : INFO : Epoch 799 | loss: 0.00969247 | val_loss: 0.0096255 | Time: 2439.63 ms [2020-12-09 08:44:38 main:574] : INFO : Epoch 800 | loss: 0.00970957 | val_loss: 0.00963551 | Time: 2410.26 ms [2020-12-09 08:44:41 main:574] : INFO : Epoch 801 | loss: 0.00970582 | val_loss: 0.00964776 | Time: 2417.65 ms [2020-12-09 08:44:43 main:574] : INFO : Epoch 802 | loss: 0.00969898 | val_loss: 0.00960251 | Time: 2403.79 ms [2020-12-09 08:44:45 main:574] : INFO : Epoch 803 | loss: 0.00968875 | val_loss: 0.00959956 | Time: 2396.14 ms [2020-12-09 08:44:48 main:574] : INFO : Epoch 804 | loss: 0.00968835 | val_loss: 0.00960333 | Time: 2386.42 ms [2020-12-09 08:44:50 main:574] : INFO : Epoch 805 | loss: 0.0096926 | val_loss: 0.00959108 | Time: 2415.17 ms [2020-12-09 08:44:53 main:574] : INFO : Epoch 806 | loss: 0.00969458 | val_loss: 0.00961275 | Time: 2387.49 ms [2020-12-09 08:44:55 main:574] : INFO : Epoch 807 | loss: 0.00968378 | val_loss: 0.0095877 | Time: 2393.83 ms [2020-12-09 08:44:58 main:574] : INFO : Epoch 808 | loss: 0.00967467 | val_loss: 0.00958507 | Time: 2470.6 ms [2020-12-09 08:45:00 main:574] : INFO : Epoch 809 | loss: 0.00967355 | val_loss: 0.00961165 | Time: 2414.2 ms [2020-12-09 08:45:03 main:574] : INFO : Epoch 810 | loss: 0.00967504 | val_loss: 0.00958256 | Time: 2486.84 ms [2020-12-09 08:45:05 main:574] : INFO : Epoch 811 | loss: 0.00967007 | val_loss: 0.00958586 | Time: 2426.83 ms [2020-12-09 08:45:08 main:574] : INFO : Epoch 812 | loss: 0.00966573 | val_loss: 0.00958087 | Time: 2414.72 ms [2020-12-09 08:45:10 main:574] : INFO : Epoch 813 | loss: 0.00966721 | val_loss: 0.00959181 | Time: 2434.66 ms [2020-12-09 08:45:12 main:574] : INFO : Epoch 814 | loss: 0.0096675 | val_loss: 0.00958318 | Time: 2385.5 ms [2020-12-09 08:45:15 main:574] : INFO : Epoch 815 | loss: 0.00965957 | val_loss: 0.00956606 | Time: 2459.4 ms [2020-12-09 08:45:17 main:574] : INFO : Epoch 816 | loss: 0.00965413 | val_loss: 0.0095631 | Time: 2403.36 ms [2020-12-09 08:45:20 main:574] : INFO : Epoch 817 | loss: 0.00966703 | val_loss: 0.00964113 | Time: 2395.55 ms [2020-12-09 08:45:22 main:574] : INFO : Epoch 818 | loss: 0.0096904 | val_loss: 0.00956555 | Time: 2386.54 ms [2020-12-09 08:45:25 main:574] : INFO : Epoch 819 | loss: 0.00966401 | val_loss: 0.00955954 | Time: 2475.11 ms [2020-12-09 08:45:27 main:574] : INFO : Epoch 820 | loss: 0.009641 | val_loss: 0.00955158 | Time: 2406.73 ms [2020-12-09 08:45:30 main:574] : INFO : Epoch 821 | loss: 0.00963745 | val_loss: 0.00955205 | Time: 2411.16 ms [2020-12-09 08:45:32 main:574] : INFO : Epoch 822 | loss: 0.00963529 | val_loss: 0.00954833 | Time: 2415.57 ms [2020-12-09 08:45:35 main:574] : INFO : Epoch 823 | loss: 0.00964405 | val_loss: 0.00957345 | Time: 2434.22 ms [2020-12-09 08:45:37 main:574] : INFO : Epoch 824 | loss: 0.00963584 | val_loss: 0.00953922 | Time: 2406.97 ms [2020-12-09 08:45:40 main:574] : INFO : Epoch 825 | loss: 0.00963305 | val_loss: 0.00954784 | Time: 2442.74 ms [2020-12-09 08:45:42 main:574] : INFO : Epoch 826 | loss: 0.00963309 | val_loss: 0.00953963 | Time: 2401.71 ms [2020-12-09 08:45:45 main:574] : INFO : Epoch 827 | loss: 0.00962753 | val_loss: 0.00954502 | Time: 2535.92 ms [2020-12-09 08:45:47 main:574] : INFO : Epoch 828 | loss: 0.00962852 | val_loss: 0.0095348 | Time: 2418.1 ms [2020-12-09 08:45:49 main:574] : INFO : Epoch 829 | loss: 0.00962446 | val_loss: 0.00953104 | Time: 2419.69 ms [2020-12-09 08:45:52 main:574] : INFO : Epoch 830 | loss: 0.00962275 | val_loss: 0.00953139 | Time: 2385.13 ms [2020-12-09 08:45:54 main:574] : INFO : Epoch 831 | loss: 0.00964066 | val_loss: 0.00954968 | Time: 2400.7 ms [2020-12-09 08:45:57 main:574] : INFO : Epoch 832 | loss: 0.00962313 | val_loss: 0.00954407 | Time: 2454.34 ms [2020-12-09 08:45:59 main:574] : INFO : Epoch 833 | loss: 0.00961855 | val_loss: 0.00952187 | Time: 2380.36 ms [2020-12-09 08:46:02 main:574] : INFO : Epoch 834 | loss: 0.00961516 | val_loss: 0.00953307 | Time: 2461.93 ms [2020-12-09 08:46:04 main:574] : INFO : Epoch 835 | loss: 0.00962038 | val_loss: 0.00952122 | Time: 2414.56 ms [2020-12-09 08:46:07 main:574] : INFO : Epoch 836 | loss: 0.00961261 | val_loss: 0.00952165 | Time: 2383.58 ms [2020-12-09 08:46:09 main:574] : INFO : Epoch 837 | loss: 0.00963126 | val_loss: 0.00953082 | Time: 2415.52 ms [2020-12-09 08:46:12 main:574] : INFO : Epoch 838 | loss: 0.00962864 | val_loss: 0.00955507 | Time: 2437.17 ms [2020-12-09 08:46:14 main:574] : INFO : Epoch 839 | loss: 0.00962081 | val_loss: 0.00953292 | Time: 2429.31 ms [2020-12-09 08:46:16 main:574] : INFO : Epoch 840 | loss: 0.00962266 | val_loss: 0.00954046 | Time: 2412.31 ms [2020-12-09 08:46:19 main:574] : INFO : Epoch 841 | loss: 0.00961854 | val_loss: 0.00951886 | Time: 2444.69 ms [2020-12-09 08:46:21 main:574] : INFO : Epoch 842 | loss: 0.00960935 | val_loss: 0.00951509 | Time: 2448.52 ms [2020-12-09 08:46:24 main:574] : INFO : Epoch 843 | loss: 0.00960292 | val_loss: 0.00951131 | Time: 2418.54 ms [2020-12-09 08:46:26 main:574] : INFO : Epoch 844 | loss: 0.00960365 | val_loss: 0.00951017 | Time: 2401.8 ms [2020-12-09 08:46:29 main:574] : INFO : Epoch 845 | loss: 0.00960388 | val_loss: 0.0095161 | Time: 2390.21 ms [2020-12-09 08:46:31 main:574] : INFO : Epoch 846 | loss: 0.00960132 | val_loss: 0.00951238 | Time: 2430.86 ms [2020-12-09 08:46:34 main:574] : INFO : Epoch 847 | loss: 0.0096016 | val_loss: 0.00950583 | Time: 2394.74 ms [2020-12-09 08:46:36 main:574] : INFO : Epoch 848 | loss: 0.00959777 | val_loss: 0.0095092 | Time: 2438.81 ms [2020-12-09 08:46:39 main:574] : INFO : Epoch 849 | loss: 0.00961123 | val_loss: 0.00952417 | Time: 2487.01 ms [2020-12-09 08:46:41 main:574] : INFO : Epoch 850 | loss: 0.00960728 | val_loss: 0.00953241 | Time: 2555.29 ms [2020-12-09 08:46:44 main:574] : INFO : Epoch 851 | loss: 0.00960674 | val_loss: 0.0095194 | Time: 2426.08 ms [2020-12-09 08:46:46 main:574] : INFO : Epoch 852 | loss: 0.00959874 | val_loss: 0.00950257 | Time: 2379.65 ms [2020-12-09 08:46:49 main:574] : INFO : Epoch 853 | loss: 0.00959493 | val_loss: 0.00950539 | Time: 2495.21 ms [2020-12-09 08:46:51 main:574] : INFO : Epoch 854 | loss: 0.00959289 | val_loss: 0.00950117 | Time: 2418.61 ms [2020-12-09 08:46:54 main:574] : INFO : Epoch 855 | loss: 0.00959153 | val_loss: 0.00950049 | Time: 2445.37 ms [2020-12-09 08:46:56 main:574] : INFO : Epoch 856 | loss: 0.00960015 | val_loss: 0.00958245 | Time: 2435.2 ms [2020-12-09 08:46:58 main:574] : INFO : Epoch 857 | loss: 0.00960665 | val_loss: 0.00950198 | Time: 2408.42 ms [2020-12-09 08:47:01 main:574] : INFO : Epoch 858 | loss: 0.0095946 | val_loss: 0.00950045 | Time: 2402.14 ms [2020-12-09 08:47:03 main:574] : INFO : Epoch 859 | loss: 0.0096055 | val_loss: 0.00954367 | Time: 2440.2 ms [2020-12-09 08:47:06 main:574] : INFO : Epoch 860 | loss: 0.00961583 | val_loss: 0.00951402 | Time: 2419.45 ms [2020-12-09 08:47:08 main:574] : INFO : Epoch 861 | loss: 0.00958937 | val_loss: 0.0094933 | Time: 2423.31 ms [2020-12-09 08:47:11 main:574] : INFO : Epoch 862 | loss: 0.0095906 | val_loss: 0.00949164 | Time: 2422.06 ms [2020-12-09 08:47:13 main:574] : INFO : Epoch 863 | loss: 0.0095969 | val_loss: 0.00951561 | Time: 2439.85 ms [2020-12-09 08:47:16 main:574] : INFO : Epoch 864 | loss: 0.0096313 | val_loss: 0.00949844 | Time: 2440.37 ms [2020-12-09 08:47:18 main:574] : INFO : Epoch 865 | loss: 0.00959776 | val_loss: 0.00949715 | Time: 2441.81 ms [2020-12-09 08:47:21 main:574] : INFO : Epoch 866 | loss: 0.00959557 | val_loss: 0.00950727 | Time: 2408.74 ms [2020-12-09 08:47:23 main:574] : INFO : Epoch 867 | loss: 0.00959057 | val_loss: 0.00949747 | Time: 2433.23 ms [2020-12-09 08:47:26 main:574] : INFO : Epoch 868 | loss: 0.00958336 | val_loss: 0.0094874 | Time: 2408.81 ms [2020-12-09 08:47:28 main:574] : INFO : Epoch 869 | loss: 0.00958787 | val_loss: 0.00948433 | Time: 2391.7 ms [2020-12-09 08:47:31 main:574] : INFO : Epoch 870 | loss: 0.00957233 | val_loss: 0.00947869 | Time: 2444.54 ms [2020-12-09 08:47:33 main:574] : INFO : Epoch 871 | loss: 0.00956743 | val_loss: 0.00947555 | Time: 2402.83 ms [2020-12-09 08:47:35 main:574] : INFO : Epoch 872 | loss: 0.00957132 | val_loss: 0.00947967 | Time: 2443.43 ms [2020-12-09 08:47:38 main:574] : INFO : Epoch 873 | loss: 0.00957672 | val_loss: 0.0094912 | Time: 2441.36 ms [2020-12-09 08:47:40 main:574] : INFO : Epoch 874 | loss: 0.00958737 | val_loss: 0.00948342 | Time: 2436.27 ms [2020-12-09 08:47:43 main:574] : INFO : Epoch 875 | loss: 0.00957135 | val_loss: 0.00947773 | Time: 2415.98 ms [2020-12-09 08:47:45 main:574] : INFO : Epoch 876 | loss: 0.00957176 | val_loss: 0.00947642 | Time: 2401.53 ms [2020-12-09 08:47:48 main:574] : INFO : Epoch 877 | loss: 0.00956531 | val_loss: 0.00947166 | Time: 2413.89 ms [2020-12-09 08:47:50 main:574] : INFO : Epoch 878 | loss: 0.0095626 | val_loss: 0.00948168 | Time: 2413.61 ms [2020-12-09 08:47:53 main:574] : INFO : Epoch 879 | loss: 0.00958339 | val_loss: 0.00950524 | Time: 2435.43 ms [2020-12-09 08:47:55 main:574] : INFO : Epoch 880 | loss: 0.00957524 | val_loss: 0.00946749 | Time: 2397.58 ms [2020-12-09 08:47:58 main:574] : INFO : Epoch 881 | loss: 0.00956253 | val_loss: 0.00946785 | Time: 2401.68 ms [2020-12-09 08:48:00 main:574] : INFO : Epoch 882 | loss: 0.0095641 | val_loss: 0.00946519 | Time: 2438.54 ms [2020-12-09 08:48:03 main:574] : INFO : Epoch 883 | loss: 0.00955754 | val_loss: 0.00946742 | Time: 2441.47 ms [2020-12-09 08:48:05 main:574] : INFO : Epoch 884 | loss: 0.00956043 | val_loss: 0.00946287 | Time: 2409.21 ms [2020-12-09 08:48:07 main:574] : INFO : Epoch 885 | loss: 0.00955742 | val_loss: 0.00946821 | Time: 2452.15 ms [2020-12-09 08:48:10 main:574] : INFO : Epoch 886 | loss: 0.00956322 | val_loss: 0.00946553 | Time: 2408.11 ms [2020-12-09 08:48:12 main:574] : INFO : Epoch 887 | loss: 0.00956736 | val_loss: 0.00946647 | Time: 2401.65 ms [2020-12-09 08:48:15 main:574] : INFO : Epoch 888 | loss: 0.00955448 | val_loss: 0.0094588 | Time: 2407.96 ms [2020-12-09 08:48:17 main:574] : INFO : Epoch 889 | loss: 0.00955792 | val_loss: 0.00947105 | Time: 2430.82 ms [2020-12-09 08:48:20 main:574] : INFO : Epoch 890 | loss: 0.00955369 | val_loss: 0.00945466 | Time: 2432.34 ms [2020-12-09 08:48:22 main:574] : INFO : Epoch 891 | loss: 0.00954915 | val_loss: 0.00945306 | Time: 2467.95 ms [2020-12-09 08:48:25 main:574] : INFO : Epoch 892 | loss: 0.00954619 | val_loss: 0.00944744 | Time: 2455.21 ms [2020-12-09 08:48:27 main:574] : INFO : Epoch 893 | loss: 0.00954536 | val_loss: 0.00945612 | Time: 2405.85 ms [2020-12-09 08:48:30 main:574] : INFO : Epoch 894 | loss: 0.00956051 | val_loss: 0.00946347 | Time: 2387.19 ms [2020-12-09 08:48:32 main:574] : INFO : Epoch 895 | loss: 0.00956239 | val_loss: 0.00947842 | Time: 2398.46 ms [2020-12-09 08:48:35 main:574] : INFO : Epoch 896 | loss: 0.00954379 | val_loss: 0.00944381 | Time: 2414.14 ms [2020-12-09 08:48:37 main:574] : INFO : Epoch 897 | loss: 0.00955873 | val_loss: 0.00947397 | Time: 2404.24 ms [2020-12-09 08:48:39 main:574] : INFO : Epoch 898 | loss: 0.00955362 | val_loss: 0.00945284 | Time: 2434.54 ms [2020-12-09 08:48:42 main:574] : INFO : Epoch 899 | loss: 0.00954715 | val_loss: 0.00945884 | Time: 2393.96 ms [2020-12-09 08:48:44 main:574] : INFO : Epoch 900 | loss: 0.00954022 | val_loss: 0.00945334 | Time: 2412.72 ms [2020-12-09 08:48:47 main:574] : INFO : Epoch 901 | loss: 0.00953837 | val_loss: 0.00944418 | Time: 2382.48 ms [2020-12-09 08:48:49 main:574] : INFO : Epoch 902 | loss: 0.00953553 | val_loss: 0.00943612 | Time: 2377.7 ms [2020-12-09 08:48:52 main:574] : INFO : Epoch 903 | loss: 0.00952906 | val_loss: 0.00944163 | Time: 2399.99 ms [2020-12-09 08:48:54 main:574] : INFO : Epoch 904 | loss: 0.00953537 | val_loss: 0.00944215 | Time: 2385.32 ms [2020-12-09 08:48:56 main:574] : INFO : Epoch 905 | loss: 0.00954638 | val_loss: 0.00943849 | Time: 2408.63 ms [2020-12-09 08:48:59 main:574] : INFO : Epoch 906 | loss: 0.00953947 | val_loss: 0.00943395 | Time: 2400.28 ms [2020-12-09 08:49:01 main:574] : INFO : Epoch 907 | loss: 0.0095302 | val_loss: 0.00944165 | Time: 2415.46 ms [2020-12-09 08:49:04 main:574] : INFO : Epoch 908 | loss: 0.00953131 | val_loss: 0.00943314 | Time: 2408.23 ms [2020-12-09 08:49:06 main:574] : INFO : Epoch 909 | loss: 0.00953863 | val_loss: 0.00942115 | Time: 2399.84 ms [2020-12-09 08:49:09 main:574] : INFO : Epoch 910 | loss: 0.0095206 | val_loss: 0.00945037 | Time: 2387 ms [2020-12-09 08:49:11 main:574] : INFO : Epoch 911 | loss: 0.00952064 | val_loss: 0.00942 | Time: 2494.3 ms [2020-12-09 08:49:14 main:574] : INFO : Epoch 912 | loss: 0.00951442 | val_loss: 0.0094372 | Time: 2446.49 ms [2020-12-09 08:49:16 main:574] : INFO : Epoch 913 | loss: 0.00950901 | val_loss: 0.00937536 | Time: 2416.76 ms [2020-12-09 08:49:19 main:574] : INFO : Epoch 914 | loss: 0.00948506 | val_loss: 0.00942623 | Time: 2445.34 ms [2020-12-09 08:49:21 main:574] : INFO : Epoch 915 | loss: 0.00954968 | val_loss: 0.0094063 | Time: 2402.44 ms [2020-12-09 08:49:23 main:574] : INFO : Epoch 916 | loss: 0.00947993 | val_loss: 0.00936307 | Time: 2402.32 ms [2020-12-09 08:49:26 main:574] : INFO : Epoch 917 | loss: 0.00946735 | val_loss: 0.00934294 | Time: 2454.95 ms [2020-12-09 08:49:28 main:574] : INFO : Epoch 918 | loss: 0.00945206 | val_loss: 0.00934781 | Time: 2457.21 ms [2020-12-09 08:49:31 main:574] : INFO : Epoch 919 | loss: 0.00942736 | val_loss: 0.00932796 | Time: 2411.82 ms [2020-12-09 08:49:33 main:574] : INFO : Epoch 920 | loss: 0.00943383 | val_loss: 0.00934155 | Time: 2403.97 ms [2020-12-09 08:49:36 main:574] : INFO : Epoch 921 | loss: 0.00943406 | val_loss: 0.00934785 | Time: 2476.58 ms [2020-12-09 08:49:38 main:574] : INFO : Epoch 922 | loss: 0.00943152 | val_loss: 0.00932153 | Time: 2390.88 ms [2020-12-09 08:49:41 main:574] : INFO : Epoch 923 | loss: 0.00939227 | val_loss: 0.00910499 | Time: 2511.58 ms [2020-12-09 08:49:43 main:574] : INFO : Epoch 924 | loss: 0.00913835 | val_loss: 0.00909113 | Time: 2393.32 ms [2020-12-09 08:49:46 main:574] : INFO : Epoch 925 | loss: 0.00915612 | val_loss: 0.00899298 | Time: 2457.86 ms [2020-12-09 08:49:48 main:574] : INFO : Epoch 926 | loss: 0.00903711 | val_loss: 0.00894876 | Time: 2402.65 ms [2020-12-09 08:49:51 main:574] : INFO : Epoch 927 | loss: 0.00899149 | val_loss: 0.00888545 | Time: 2485.09 ms [2020-12-09 08:49:53 main:574] : INFO : Epoch 928 | loss: 0.0089637 | val_loss: 0.00885676 | Time: 2412.81 ms [2020-12-09 08:49:56 main:574] : INFO : Epoch 929 | loss: 0.00894251 | val_loss: 0.00895956 | Time: 2415.88 ms [2020-12-09 08:49:58 main:574] : INFO : Epoch 930 | loss: 0.00889151 | val_loss: 0.00874921 | Time: 2430.68 ms [2020-12-09 08:50:01 main:574] : INFO : Epoch 931 | loss: 0.00883777 | val_loss: 0.0087445 | Time: 2425.57 ms [2020-12-09 08:50:03 main:574] : INFO : Epoch 932 | loss: 0.00882052 | val_loss: 0.0087264 | Time: 2459.26 ms [2020-12-09 08:50:05 main:574] : INFO : Epoch 933 | loss: 0.00880456 | val_loss: 0.00871584 | Time: 2416.64 ms [2020-12-09 08:50:08 main:574] : INFO : Epoch 934 | loss: 0.00880426 | val_loss: 0.00871153 | Time: 2449.4 ms [2020-12-09 08:50:10 main:574] : INFO : Epoch 935 | loss: 0.00879163 | val_loss: 0.00870565 | Time: 2455.96 ms [2020-12-09 08:50:13 main:574] : INFO : Epoch 936 | loss: 0.00879533 | val_loss: 0.00871579 | Time: 2408.5 ms [2020-12-09 08:50:15 main:574] : INFO : Epoch 937 | loss: 0.0088053 | val_loss: 0.00877664 | Time: 2408.7 ms [2020-12-09 08:50:18 main:574] : INFO : Epoch 938 | loss: 0.00878964 | val_loss: 0.00868901 | Time: 2436.65 ms [2020-12-09 08:50:20 main:574] : INFO : Epoch 939 | loss: 0.00877377 | val_loss: 0.00871283 | Time: 2402.48 ms [2020-12-09 08:50:23 main:574] : INFO : Epoch 940 | loss: 0.00878121 | val_loss: 0.00869995 | Time: 2420.87 ms [2020-12-09 08:50:25 main:574] : INFO : Epoch 941 | loss: 0.00877303 | val_loss: 0.00868556 | Time: 2460.4 ms [2020-12-09 08:50:28 main:574] : INFO : Epoch 942 | loss: 0.00877837 | val_loss: 0.00868494 | Time: 2471.43 ms [2020-12-09 08:50:30 main:574] : INFO : Epoch 943 | loss: 0.0087632 | val_loss: 0.0086878 | Time: 2451.55 ms [2020-12-09 08:50:33 main:574] : INFO : Epoch 944 | loss: 0.00877053 | val_loss: 0.00867466 | Time: 2413.94 ms [2020-12-09 08:50:35 main:574] : INFO : Epoch 945 | loss: 0.00875373 | val_loss: 0.00866335 | Time: 2415.18 ms [2020-12-09 08:50:38 main:574] : INFO : Epoch 946 | loss: 0.00875788 | val_loss: 0.00869137 | Time: 2413.33 ms [2020-12-09 08:50:40 main:574] : INFO : Epoch 947 | loss: 0.00876397 | val_loss: 0.00866943 | Time: 2438.48 ms [2020-12-09 08:50:42 main:574] : INFO : Epoch 948 | loss: 0.00876615 | val_loss: 0.00870287 | Time: 2431.32 ms [2020-12-09 08:50:45 main:574] : INFO : Epoch 949 | loss: 0.00874195 | val_loss: 0.00865271 | Time: 2401.4 ms [2020-12-09 08:50:47 main:574] : INFO : Epoch 950 | loss: 0.00872196 | val_loss: 0.00862568 | Time: 2407.51 ms [2020-12-09 08:50:50 main:574] : INFO : Epoch 951 | loss: 0.00872443 | val_loss: 0.00866764 | Time: 2413.88 ms [2020-12-09 08:50:52 main:574] : INFO : Epoch 952 | loss: 0.00873554 | val_loss: 0.00863342 | Time: 2407.1 ms [2020-12-09 08:50:55 main:574] : INFO : Epoch 953 | loss: 0.00871124 | val_loss: 0.00862324 | Time: 2422.39 ms [2020-12-09 08:50:57 main:574] : INFO : Epoch 954 | loss: 0.00871528 | val_loss: 0.00861984 | Time: 2394.86 ms [2020-12-09 08:51:00 main:574] : INFO : Epoch 955 | loss: 0.00870669 | val_loss: 0.00861742 | Time: 2418.15 ms [2020-12-09 08:51:02 main:574] : INFO : Epoch 956 | loss: 0.0086999 | val_loss: 0.00860866 | Time: 2440.16 ms [2020-12-09 08:51:04 main:574] : INFO : Epoch 957 | loss: 0.00869547 | val_loss: 0.00860742 | Time: 2384.88 ms [2020-12-09 08:51:07 main:574] : INFO : Epoch 958 | loss: 0.00869274 | val_loss: 0.00860108 | Time: 2427.91 ms [2020-12-09 08:51:09 main:574] : INFO : Epoch 959 | loss: 0.00869023 | val_loss: 0.00860044 | Time: 2459.86 ms [2020-12-09 08:51:12 main:574] : INFO : Epoch 960 | loss: 0.0086959 | val_loss: 0.00864382 | Time: 2399.49 ms [2020-12-09 08:51:14 main:574] : INFO : Epoch 961 | loss: 0.00869451 | val_loss: 0.00860696 | Time: 2430.48 ms [2020-12-09 08:51:17 main:574] : INFO : Epoch 962 | loss: 0.00869764 | val_loss: 0.00860386 | Time: 2382.96 ms [2020-12-09 08:51:19 main:574] : INFO : Epoch 963 | loss: 0.00869896 | val_loss: 0.00861061 | Time: 2446.4 ms [2020-12-09 08:51:22 main:574] : INFO : Epoch 964 | loss: 0.00869167 | val_loss: 0.00859526 | Time: 2437.1 ms [2020-12-09 08:51:24 main:574] : INFO : Epoch 965 | loss: 0.00868578 | val_loss: 0.00859874 | Time: 2441.3 ms [2020-12-09 08:51:27 main:574] : INFO : Epoch 966 | loss: 0.0086943 | val_loss: 0.00859081 | Time: 2383.77 ms [2020-12-09 08:51:29 main:574] : INFO : Epoch 967 | loss: 0.0086821 | val_loss: 0.00861249 | Time: 2412.46 ms [2020-12-09 08:51:32 main:574] : INFO : Epoch 968 | loss: 0.00868403 | val_loss: 0.00858692 | Time: 2419.2 ms [2020-12-09 08:51:34 main:574] : INFO : Epoch 969 | loss: 0.0086806 | val_loss: 0.00859206 | Time: 2445.33 ms [2020-12-09 08:51:37 main:574] : INFO : Epoch 970 | loss: 0.00868863 | val_loss: 0.00860124 | Time: 2457.98 ms [2020-12-09 08:51:39 main:574] : INFO : Epoch 971 | loss: 0.00868854 | val_loss: 0.00860125 | Time: 2437.68 ms [2020-12-09 08:51:41 main:574] : INFO : Epoch 972 | loss: 0.00869076 | val_loss: 0.00861323 | Time: 2428.07 ms [2020-12-09 08:51:44 main:574] : INFO : Epoch 973 | loss: 0.00868601 | val_loss: 0.00859332 | Time: 2391.87 ms [2020-12-09 08:51:46 main:574] : INFO : Epoch 974 | loss: 0.00867593 | val_loss: 0.00859514 | Time: 2425.59 ms [2020-12-09 08:51:49 main:574] : INFO : Epoch 975 | loss: 0.00868386 | val_loss: 0.00860251 | Time: 2434.34 ms [2020-12-09 08:51:51 main:574] : INFO : Epoch 976 | loss: 0.0086781 | val_loss: 0.00858279 | Time: 2405.14 ms [2020-12-09 08:51:54 main:574] : INFO : Epoch 977 | loss: 0.00867927 | val_loss: 0.0085927 | Time: 2422.96 ms [2020-12-09 08:51:56 main:574] : INFO : Epoch 978 | loss: 0.00868534 | val_loss: 0.00857882 | Time: 2387.33 ms [2020-12-09 08:51:59 main:574] : INFO : Epoch 979 | loss: 0.0086823 | val_loss: 0.00859003 | Time: 2397.22 ms [2020-12-09 08:52:01 main:574] : INFO : Epoch 980 | loss: 0.00867918 | val_loss: 0.00858413 | Time: 2418.8 ms [2020-12-09 08:52:03 main:574] : INFO : Epoch 981 | loss: 0.00867338 | val_loss: 0.00858408 | Time: 2378.39 ms [2020-12-09 08:52:06 main:574] : INFO : Epoch 982 | loss: 0.00867461 | val_loss: 0.00858136 | Time: 2427.57 ms [2020-12-09 08:52:08 main:574] : INFO : Epoch 983 | loss: 0.00867229 | val_loss: 0.00857601 | Time: 2461.88 ms [2020-12-09 08:52:11 main:574] : INFO : Epoch 984 | loss: 0.00868185 | val_loss: 0.00861471 | Time: 2396.95 ms [2020-12-09 08:52:13 main:574] : INFO : Epoch 985 | loss: 0.00869239 | val_loss: 0.00858616 | Time: 2411.4 ms [2020-12-09 08:52:16 main:574] : INFO : Epoch 986 | loss: 0.00868404 | val_loss: 0.00859934 | Time: 2479.5 ms [2020-12-09 08:52:18 main:574] : INFO : Epoch 987 | loss: 0.00868235 | val_loss: 0.00858822 | Time: 2364.33 ms [2020-12-09 08:52:21 main:574] : INFO : Epoch 988 | loss: 0.00867667 | val_loss: 0.00857497 | Time: 2374.89 ms [2020-12-09 08:52:23 main:574] : INFO : Epoch 989 | loss: 0.00868991 | val_loss: 0.00857648 | Time: 2517.98 ms [2020-12-09 08:52:26 main:574] : INFO : Epoch 990 | loss: 0.00866629 | val_loss: 0.00856627 | Time: 2479.42 ms [2020-12-09 08:52:28 main:574] : INFO : Epoch 991 | loss: 0.00865764 | val_loss: 0.00857011 | Time: 2430.76 ms [2020-12-09 08:52:31 main:574] : INFO : Epoch 992 | loss: 0.00865355 | val_loss: 0.00855569 | Time: 2512.72 ms [2020-12-09 08:52:33 main:574] : INFO : Epoch 993 | loss: 0.00864741 | val_loss: 0.00855367 | Time: 2478.84 ms [2020-12-09 08:52:36 main:574] : INFO : Epoch 994 | loss: 0.00864567 | val_loss: 0.00855275 | Time: 2432.88 ms [2020-12-09 08:52:38 main:574] : INFO : Epoch 995 | loss: 0.00864338 | val_loss: 0.00854958 | Time: 2389.24 ms [2020-12-09 08:52:41 main:574] : INFO : Epoch 996 | loss: 0.00863322 | val_loss: 0.00854028 | Time: 2424.56 ms [2020-12-09 08:52:43 main:574] : INFO : Epoch 997 | loss: 0.00862244 | val_loss: 0.00851965 | Time: 2406.97 ms [2020-12-09 08:52:46 main:574] : INFO : Epoch 998 | loss: 0.00859782 | val_loss: 0.00846316 | Time: 2416.83 ms [2020-12-09 08:52:48 main:574] : INFO : Epoch 999 | loss: 0.0119928 | val_loss: 0.0164802 | Time: 2412.65 ms [2020-12-09 08:52:51 main:574] : INFO : Epoch 1000 | loss: 0.0119654 | val_loss: 0.0087236 | Time: 2447.81 ms [2020-12-09 08:52:53 main:574] : INFO : Epoch 1001 | loss: 0.00794477 | val_loss: 0.00734696 | Time: 2407.56 ms [2020-12-09 08:52:55 main:574] : INFO : Epoch 1002 | loss: 0.00722673 | val_loss: 0.00707047 | Time: 2394.42 ms [2020-12-09 08:52:58 main:574] : INFO : Epoch 1003 | loss: 0.00706547 | val_loss: 0.00698938 | Time: 2378.2 ms [2020-12-09 08:53:00 main:574] : INFO : Epoch 1004 | loss: 0.00700589 | val_loss: 0.00694457 | Time: 2396.78 ms [2020-12-09 08:53:03 main:574] : INFO : Epoch 1005 | loss: 0.00697018 | val_loss: 0.00692369 | Time: 2411.82 ms [2020-12-09 08:53:05 main:574] : INFO : Epoch 1006 | loss: 0.00694748 | val_loss: 0.00690176 | Time: 2385.53 ms [2020-12-09 08:53:08 main:574] : INFO : Epoch 1007 | loss: 0.00689597 | val_loss: 0.00685299 | Time: 2404.21 ms [2020-12-09 08:53:10 main:574] : INFO : Epoch 1008 | loss: 0.00682128 | val_loss: 0.00675465 | Time: 2417.9 ms [2020-12-09 08:53:13 main:574] : INFO : Epoch 1009 | loss: 0.00654383 | val_loss: 0.00442757 | Time: 2424.42 ms [2020-12-09 08:53:15 main:574] : INFO : Epoch 1010 | loss: 0.00420489 | val_loss: 0.00398007 | Time: 2385.19 ms [2020-12-09 08:53:17 main:574] : INFO : Epoch 1011 | loss: 0.0038644 | val_loss: 0.00384636 | Time: 2407.37 ms [2020-12-09 08:53:20 main:574] : INFO : Epoch 1012 | loss: 0.00378076 | val_loss: 0.00380985 | Time: 2462.22 ms [2020-12-09 08:53:22 main:574] : INFO : Epoch 1013 | loss: 0.00373646 | val_loss: 0.00372945 | Time: 2392.84 ms [2020-12-09 08:53:25 main:574] : INFO : Epoch 1014 | loss: 0.00366921 | val_loss: 0.00371404 | Time: 2438.31 ms [2020-12-09 08:53:27 main:574] : INFO : Epoch 1015 | loss: 0.00365939 | val_loss: 0.00370686 | Time: 2425.62 ms [2020-12-09 08:53:30 main:574] : INFO : Epoch 1016 | loss: 0.00365523 | val_loss: 0.00370094 | Time: 2407.07 ms [2020-12-09 08:53:32 main:574] : INFO : Epoch 1017 | loss: 0.00364874 | val_loss: 0.00369494 | Time: 2430.11 ms [2020-12-09 08:53:35 main:574] : INFO : Epoch 1018 | loss: 0.00364239 | val_loss: 0.003694 | Time: 2392.88 ms [2020-12-09 08:53:37 main:574] : INFO : Epoch 1019 | loss: 0.00363518 | val_loss: 0.0036758 | Time: 2390.9 ms [2020-12-09 08:53:39 main:574] : INFO : Epoch 1020 | loss: 0.00362326 | val_loss: 0.00366393 | Time: 2391.04 ms [2020-12-09 08:53:42 main:574] : INFO : Epoch 1021 | loss: 0.00361311 | val_loss: 0.00365611 | Time: 2451.97 ms [2020-12-09 08:53:44 main:574] : INFO : Epoch 1022 | loss: 0.00360555 | val_loss: 0.00364796 | Time: 2433.54 ms [2020-12-09 08:53:47 main:574] : INFO : Epoch 1023 | loss: 0.0035995 | val_loss: 0.00364256 | Time: 2421.88 ms [2020-12-09 08:53:49 main:574] : INFO : Epoch 1024 | loss: 0.00359461 | val_loss: 0.00364308 | Time: 2455.07 ms [2020-12-09 08:53:49 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.00364308 [2020-12-09 08:53:49 main:603] : INFO : Saving end state to config to file [2020-12-09 08:53:49 main:608] : INFO : Success, exiting.. 08:53:49 (14568): 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)