Task 3752507
| Name | ParityMachine-1605152515-7256-10_1 |
| Workunit | 1832337 |
| Created | 21 Jan 2021, 21:55:13 UTC |
| Sent | 21 Jan 2021, 21:55:35 UTC |
| Report deadline | 28 Jan 2021, 21:55:35 UTC |
| Received | 21 Jan 2021, 22:46:40 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2158 |
| Run time | 40 min 58 sec |
| CPU time | 36 min 30 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 8,879.79 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.67 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 574] : INFO : Epoch 514 | loss: 0.0309184 | val_loss: 0.0310427 | Time: 2394.99 ms [2021-01-21 14:26:09 main:574] : INFO : Epoch 515 | loss: 0.0309176 | val_loss: 0.0310378 | Time: 2355.49 ms [2021-01-21 14:26:11 main:574] : INFO : Epoch 516 | loss: 0.0309091 | val_loss: 0.0310393 | Time: 2328.74 ms [2021-01-21 14:26:13 main:574] : INFO : Epoch 517 | loss: 0.0309122 | val_loss: 0.0310334 | Time: 2342.95 ms [2021-01-21 14:26:16 main:574] : INFO : Epoch 518 | loss: 0.0309092 | val_loss: 0.0310343 | Time: 2401.13 ms [2021-01-21 14:26:18 main:574] : INFO : Epoch 519 | loss: 0.0309076 | val_loss: 0.0310322 | Time: 2318.48 ms [2021-01-21 14:26:21 main:574] : INFO : Epoch 520 | loss: 0.0309029 | val_loss: 0.0310432 | Time: 2246.5 ms [2021-01-21 14:26:23 main:574] : INFO : Epoch 521 | loss: 0.0309037 | val_loss: 0.0310558 | Time: 2257.86 ms [2021-01-21 14:26:25 main:574] : INFO : Epoch 522 | loss: 0.0309085 | val_loss: 0.0310534 | Time: 2258.12 ms [2021-01-21 14:26:28 main:574] : INFO : Epoch 523 | loss: 0.0309079 | val_loss: 0.0310392 | Time: 2289.35 ms [2021-01-21 14:26:30 main:574] : INFO : Epoch 524 | loss: 0.0309055 | val_loss: 0.0310553 | Time: 2292.54 ms [2021-01-21 14:26:32 main:574] : INFO : Epoch 525 | loss: 0.0309014 | val_loss: 0.0310629 | Time: 2344.65 ms [2021-01-21 14:26:35 main:574] : INFO : Epoch 526 | loss: 0.0309066 | val_loss: 0.0310324 | Time: 2308.17 ms [2021-01-21 14:26:37 main:574] : INFO : Epoch 527 | loss: 0.0309081 | val_loss: 0.0310321 | Time: 2294.47 ms [2021-01-21 14:26:39 main:574] : INFO : Epoch 528 | loss: 0.0309118 | val_loss: 0.0310388 | Time: 2451.92 ms [2021-01-21 14:26:42 main:574] : INFO : Epoch 529 | loss: 0.0309117 | val_loss: 0.0310334 | Time: 2374.4 ms [2021-01-21 14:26:44 main:574] : INFO : Epoch 530 | loss: 0.0309152 | val_loss: 0.0310527 | Time: 2293.65 ms [2021-01-21 14:26:47 main:574] : INFO : Epoch 531 | loss: 0.03091 | val_loss: 0.0310534 | Time: 2380.78 ms [2021-01-21 14:26:49 main:574] : INFO : Epoch 532 | loss: 0.0309059 | val_loss: 0.0310369 | Time: 2209.29 ms [2021-01-21 14:26:51 main:574] : INFO : Epoch 533 | loss: 0.0309053 | val_loss: 0.0310402 | Time: 2282.64 ms [2021-01-21 14:26:54 main:574] : INFO : Epoch 534 | loss: 0.030909 | val_loss: 0.0310405 | Time: 2277.04 ms [2021-01-21 14:26:56 main:574] : INFO : Epoch 535 | loss: 0.0309054 | val_loss: 0.0310528 | Time: 2407.2 ms [2021-01-21 14:26:58 main:574] : INFO : Epoch 536 | loss: 0.0309098 | val_loss: 0.0310362 | Time: 2358.03 ms [2021-01-21 14:27:01 main:574] : INFO : Epoch 537 | loss: 0.0309109 | val_loss: 0.0310588 | Time: 2358.83 ms [2021-01-21 14:27:03 main:574] : INFO : Epoch 538 | loss: 0.0309045 | val_loss: 0.0310474 | Time: 2324.26 ms [2021-01-21 14:27:06 main:574] : INFO : Epoch 539 | loss: 0.0309116 | val_loss: 0.0310487 | Time: 2249.47 ms [2021-01-21 14:27:08 main:574] : INFO : Epoch 540 | loss: 0.0309068 | val_loss: 0.0310545 | Time: 2357.93 ms [2021-01-21 14:27:10 main:574] : INFO : Epoch 541 | loss: 0.0309121 | val_loss: 0.0310375 | Time: 2409.3 ms [2021-01-21 14:27:13 main:574] : INFO : Epoch 542 | loss: 0.0309086 | val_loss: 0.0310525 | Time: 2341.04 ms [2021-01-21 14:27:15 main:574] : INFO : Epoch 543 | loss: 0.0309181 | val_loss: 0.0310387 | Time: 2216.41 ms [2021-01-21 14:27:17 main:574] : INFO : Epoch 544 | loss: 0.0309197 | val_loss: 0.031053 | Time: 2233.3 ms [2021-01-21 14:27:20 main:574] : INFO : Epoch 545 | loss: 0.0309156 | val_loss: 0.0310514 | Time: 2404.12 ms [2021-01-21 14:27:22 main:574] : INFO : Epoch 546 | loss: 0.0309129 | val_loss: 0.031062 | Time: 2258.47 ms [2021-01-21 14:27:24 main:574] : INFO : Epoch 547 | loss: 0.0309085 | val_loss: 0.0310505 | Time: 2340.9 ms [2021-01-21 14:27:27 main:574] : INFO : Epoch 548 | loss: 0.0309135 | val_loss: 0.0310555 | Time: 2323.25 ms [2021-01-21 14:27:29 main:574] : INFO : Epoch 549 | loss: 0.0309095 | val_loss: 0.031052 | Time: 2358.43 ms [2021-01-21 14:27:32 main:574] : INFO : Epoch 550 | loss: 0.0309117 | val_loss: 0.0310492 | Time: 2386.02 ms [2021-01-21 14:27:34 main:574] : INFO : Epoch 551 | loss: 0.030918 | val_loss: 0.0310401 | Time: 2353.65 ms [2021-01-21 14:27:36 main:574] : INFO : Epoch 552 | loss: 0.0309119 | val_loss: 0.0310389 | Time: 2278.19 ms [2021-01-21 14:27:39 main:574] : INFO : Epoch 553 | loss: 0.0309108 | val_loss: 0.0310362 | Time: 2333.7 ms [2021-01-21 14:27:41 main:574] : INFO : Epoch 554 | loss: 0.0309072 | val_loss: 0.0310484 | Time: 2366.23 ms [2021-01-21 14:27:44 main:574] : INFO : Epoch 555 | loss: 0.0309087 | val_loss: 0.0310508 | Time: 2432.58 ms [2021-01-21 14:27:46 main:574] : INFO : Epoch 556 | loss: 0.0309082 | val_loss: 0.0310334 | Time: 2372.7 ms [2021-01-21 14:27:48 main:574] : INFO : Epoch 557 | loss: 0.030908 | val_loss: 0.0310514 | Time: 2335.29 ms [2021-01-21 14:27:51 main:574] : INFO : Epoch 558 | loss: 0.0309019 | val_loss: 0.0310554 | Time: 2383.2 ms [2021-01-21 14:27:53 main:574] : INFO : Epoch 559 | loss: 0.0309078 | val_loss: 0.0310566 | Time: 2351.16 ms [2021-01-21 14:27:56 main:574] : INFO : Epoch 560 | loss: 0.0309204 | val_loss: 0.0310644 | Time: 2357.83 ms [2021-01-21 14:27:58 main:574] : INFO : Epoch 561 | loss: 0.0309135 | val_loss: 0.031058 | Time: 2258.42 ms [2021-01-21 14:28:00 main:574] : INFO : Epoch 562 | loss: 0.0309028 | val_loss: 0.0310422 | Time: 2323.47 ms [2021-01-21 14:28:03 main:574] : INFO : Epoch 563 | loss: 0.0309058 | val_loss: 0.0310557 | Time: 2448.52 ms [2021-01-21 14:28:05 main:574] : INFO : Epoch 564 | loss: 0.0309068 | val_loss: 0.0310431 | Time: 2334.31 ms [2021-01-21 14:28:08 main:574] : INFO : Epoch 565 | loss: 0.0309022 | val_loss: 0.0310353 | Time: 2278.81 ms [2021-01-21 14:28:10 main:574] : INFO : Epoch 566 | loss: 0.0308994 | val_loss: 0.0310391 | Time: 2340.5 ms [2021-01-21 14:28:12 main:574] : INFO : Epoch 567 | loss: 0.0308959 | val_loss: 0.0310627 | Time: 2300.65 ms [2021-01-21 14:28:15 main:574] : INFO : Epoch 568 | loss: 0.0309034 | val_loss: 0.0310536 | Time: 2313.06 ms [2021-01-21 14:28:17 main:574] : INFO : Epoch 569 | loss: 0.030907 | val_loss: 0.0310601 | Time: 2349 ms [2021-01-21 14:28:20 main:574] : INFO : Epoch 570 | loss: 0.0309081 | val_loss: 0.0310632 | Time: 2309.3 ms [2021-01-21 14:28:22 main:574] : INFO : Epoch 571 | loss: 0.0309102 | val_loss: 0.0310305 | Time: 2384.88 ms [2021-01-21 14:28:24 main:574] : INFO : Epoch 572 | loss: 0.030909 | val_loss: 0.0310501 | Time: 2313.57 ms [2021-01-21 14:28:27 main:574] : INFO : Epoch 573 | loss: 0.0309073 | val_loss: 0.0310365 | Time: 2327.45 ms [2021-01-21 14:28:29 main:574] : INFO : Epoch 574 | loss: 0.0309 | val_loss: 0.0310386 | Time: 2334.59 ms [2021-01-21 14:28:31 main:574] : INFO : Epoch 575 | loss: 0.0308976 | val_loss: 0.0310413 | Time: 2301.26 ms [2021-01-21 14:28:34 main:574] : INFO : Epoch 576 | loss: 0.0308991 | val_loss: 0.0310633 | Time: 2296.21 ms [2021-01-21 14:28:36 main:574] : INFO : Epoch 577 | loss: 0.0309032 | val_loss: 0.0310342 | Time: 2331.57 ms [2021-01-21 14:28:38 main:574] : INFO : Epoch 578 | loss: 0.0309038 | val_loss: 0.0310487 | Time: 2200.11 ms [2021-01-21 14:28:41 main:574] : INFO : Epoch 579 | loss: 0.0309333 | val_loss: 0.0310448 | Time: 2390.87 ms [2021-01-21 14:28:43 main:574] : INFO : Epoch 580 | loss: 0.0309252 | val_loss: 0.0310441 | Time: 2260.89 ms [2021-01-21 14:28:46 main:574] : INFO : Epoch 581 | loss: 0.0309128 | val_loss: 0.0310389 | Time: 2379.04 ms [2021-01-21 14:28:48 main:574] : INFO : Epoch 582 | loss: 0.03091 | val_loss: 0.0310472 | Time: 2367.34 ms [2021-01-21 14:28:50 main:574] : INFO : Epoch 583 | loss: 0.0309059 | val_loss: 0.0310496 | Time: 2420.94 ms [2021-01-21 14:28:53 main:574] : INFO : Epoch 584 | loss: 0.0309012 | val_loss: 0.031041 | Time: 2658.94 ms [2021-01-21 14:28:56 main:574] : INFO : Epoch 585 | loss: 0.0308986 | val_loss: 0.0310452 | Time: 2376.51 ms [2021-01-21 14:28:58 main:574] : INFO : Epoch 586 | loss: 0.0309002 | val_loss: 0.0310598 | Time: 2416.01 ms [2021-01-21 14:29:01 main:574] : INFO : Epoch 587 | loss: 0.0309006 | val_loss: 0.0310605 | Time: 2384.83 ms [2021-01-21 14:29:03 main:574] : INFO : Epoch 588 | loss: 0.0309005 | val_loss: 0.031051 | Time: 2298.07 ms [2021-01-21 14:29:05 main:574] : INFO : Epoch 589 | loss: 0.0309044 | val_loss: 0.0310562 | Time: 2299.15 ms [2021-01-21 14:29:08 main:574] : INFO : Epoch 590 | loss: 0.0308988 | val_loss: 0.0310583 | Time: 2288.8 ms [2021-01-21 14:29:10 main:574] : INFO : Epoch 591 | loss: 0.0309052 | val_loss: 0.0310563 | Time: 2356.79 ms [2021-01-21 14:29:12 main:574] : INFO : Epoch 592 | loss: 0.0308965 | val_loss: 0.0310434 | Time: 2378.2 ms [2021-01-21 14:29:15 main:574] : INFO : Epoch 593 | loss: 0.0308994 | val_loss: 0.0310684 | Time: 2231.53 ms [2021-01-21 14:29:17 main:574] : INFO : Epoch 594 | loss: 0.0309121 | val_loss: 0.0310609 | Time: 2360.86 ms [2021-01-21 14:29:19 main:574] : INFO : Epoch 595 | loss: 0.0309121 | val_loss: 0.0310601 | Time: 2297.93 ms [2021-01-21 14:29:22 main:574] : INFO : Epoch 596 | loss: 0.0309097 | val_loss: 0.0310631 | Time: 2246.28 ms [2021-01-21 14:29:24 main:574] : INFO : Epoch 597 | loss: 0.0309174 | val_loss: 0.0310469 | Time: 2361.86 ms [2021-01-21 14:29:26 main:574] : INFO : Epoch 598 | loss: 0.0309409 | val_loss: 0.0310405 | Time: 2266.81 ms [2021-01-21 14:29:29 main:574] : INFO : Epoch 599 | loss: 0.030939 | val_loss: 0.0310379 | Time: 2403.84 ms [2021-01-21 14:29:31 main:574] : INFO : Epoch 600 | loss: 0.0309252 | val_loss: 0.031045 | Time: 2431.78 ms [2021-01-21 14:29:34 main:574] : INFO : Epoch 601 | loss: 0.0309207 | val_loss: 0.0310389 | Time: 2344.24 ms [2021-01-21 14:29:36 main:574] : INFO : Epoch 602 | loss: 0.0309127 | val_loss: 0.0310422 | Time: 2283.06 ms [2021-01-21 14:29:39 main:574] : INFO : Epoch 603 | loss: 0.0309069 | val_loss: 0.0310477 | Time: 2343.32 ms [2021-01-21 14:29:41 main:574] : INFO : Epoch 604 | loss: 0.0309055 | val_loss: 0.031058 | Time: 2404.88 ms [2021-01-21 14:29:43 main:574] : INFO : Epoch 605 | loss: 0.0309034 | val_loss: 0.0310604 | Time: 2319.35 ms [2021-01-21 14:29:46 main:574] : INFO : Epoch 606 | loss: 0.0309064 | val_loss: 0.0310401 | Time: 2246.49 ms [2021-01-21 14:29:48 main:574] : INFO : Epoch 607 | loss: 0.0309187 | val_loss: 0.0310456 | Time: 2117.33 ms [2021-01-21 14:29:50 main:574] : INFO : Epoch 608 | loss: 0.0309174 | val_loss: 0.0310458 | Time: 2320.7 ms [2021-01-21 14:29:52 main:574] : INFO : Epoch 609 | loss: 0.0309073 | val_loss: 0.0310578 | Time: 2198.62 ms [2021-01-21 14:29:55 main:574] : INFO : Epoch 610 | loss: 0.0309041 | val_loss: 0.0310397 | Time: 2178.75 ms [2021-01-21 14:29:57 main:574] : INFO : Epoch 611 | loss: 0.0309138 | val_loss: 0.0310666 | Time: 2096.66 ms [2021-01-21 14:29:59 main:574] : INFO : Epoch 612 | loss: 0.0309049 | val_loss: 0.0310406 | Time: 2112.76 ms [2021-01-21 14:30:01 main:574] : INFO : Epoch 613 | loss: 0.0308987 | val_loss: 0.0310506 | Time: 2104.93 ms [2021-01-21 14:30:03 main:574] : INFO : Epoch 614 | loss: 0.0309122 | val_loss: 0.0310683 | Time: 2165.03 ms [2021-01-21 14:30:06 main:574] : INFO : Epoch 615 | loss: 0.0309191 | val_loss: 0.0310445 | Time: 2335.51 ms [2021-01-21 14:30:08 main:574] : INFO : Epoch 616 | loss: 0.030907 | val_loss: 0.0310522 | Time: 2263.47 ms [2021-01-21 14:30:10 main:574] : INFO : Epoch 617 | loss: 0.0309001 | val_loss: 0.0310502 | Time: 2371.76 ms [2021-01-21 14:30:13 main:574] : INFO : Epoch 618 | loss: 0.0308989 | val_loss: 0.0310451 | Time: 2469.15 ms [2021-01-21 14:30:15 main:574] : INFO : Epoch 619 | loss: 0.0308971 | val_loss: 0.0310483 | Time: 2325.35 ms [2021-01-21 14:30:18 main:574] : INFO : Epoch 620 | loss: 0.0309153 | val_loss: 0.0310584 | Time: 2501.91 ms [2021-01-21 14:30:20 main:574] : INFO : Epoch 621 | loss: 0.0309296 | val_loss: 0.0310481 | Time: 2254.06 ms [2021-01-21 14:30:23 main:574] : INFO : Epoch 622 | loss: 0.0309175 | val_loss: 0.0310404 | Time: 2455.38 ms [2021-01-21 14:30:25 main:574] : INFO : Epoch 623 | loss: 0.0309091 | val_loss: 0.0310408 | Time: 2415.28 ms [2021-01-21 14:30:27 main:574] : INFO : Epoch 624 | loss: 0.0309056 | val_loss: 0.0310459 | Time: 2302.13 ms [2021-01-21 14:30:30 main:574] : INFO : Epoch 625 | loss: 0.0308984 | val_loss: 0.0310376 | Time: 2416.84 ms [2021-01-21 14:30:32 main:574] : INFO : Epoch 626 | loss: 0.030895 | val_loss: 0.0310371 | Time: 2347.12 ms [2021-01-21 14:30:35 main:574] : INFO : Epoch 627 | loss: 0.0308933 | val_loss: 0.031045 | Time: 2344.66 ms [2021-01-21 14:30:37 main:574] : INFO : Epoch 628 | loss: 0.030894 | val_loss: 0.0310459 | Time: 2297.02 ms [2021-01-21 14:30:39 main:574] : INFO : Epoch 629 | loss: 0.0308945 | val_loss: 0.031055 | Time: 2340.3 ms [2021-01-21 14:30:42 main:574] : INFO : Epoch 630 | loss: 0.0309 | val_loss: 0.0310501 | Time: 2389.95 ms [2021-01-21 14:30:44 main:574] : INFO : Epoch 631 | loss: 0.0309005 | val_loss: 0.0310564 | Time: 2342.95 ms [2021-01-21 14:30:46 main:574] : INFO : Epoch 632 | loss: 0.0308952 | val_loss: 0.0310558 | Time: 2267.84 ms [2021-01-21 14:30:49 main:574] : INFO : Epoch 633 | loss: 0.0309254 | val_loss: 0.031039 | Time: 2354.71 ms [2021-01-21 14:30:51 main:574] : INFO : Epoch 634 | loss: 0.0309399 | val_loss: 0.0310383 | Time: 2284.25 ms [2021-01-21 14:30:53 main:574] : INFO : Epoch 635 | loss: 0.0309401 | val_loss: 0.0310444 | Time: 2220.28 ms [2021-01-21 14:30:56 main:574] : INFO : Epoch 636 | loss: 0.0309419 | val_loss: 0.0310392 | Time: 2341.69 ms [2021-01-21 14:30:58 main:574] : INFO : Epoch 637 | loss: 0.0309338 | val_loss: 0.0310382 | Time: 2384.94 ms [2021-01-21 14:31:01 main:574] : INFO : Epoch 638 | loss: 0.030923 | val_loss: 0.0310401 | Time: 2327.14 ms [2021-01-21 14:31:03 main:574] : INFO : Epoch 639 | loss: 0.0309135 | val_loss: 0.0310553 | Time: 2331.59 ms [2021-01-21 14:31:05 main:574] : INFO : Epoch 640 | loss: 0.0309043 | val_loss: 0.0310301 | Time: 2415.06 ms [2021-01-21 14:31:08 main:574] : INFO : Epoch 641 | loss: 0.0309015 | val_loss: 0.0310461 | Time: 2311.72 ms [2021-01-21 14:31:10 main:574] : INFO : Epoch 642 | loss: 0.0309018 | val_loss: 0.0310541 | Time: 2338.85 ms [2021-01-21 14:31:12 main:574] : INFO : Epoch 643 | loss: 0.0308904 | val_loss: 0.0310593 | Time: 2223.29 ms [2021-01-21 14:31:15 main:574] : INFO : Epoch 644 | loss: 0.0308963 | val_loss: 0.0310353 | Time: 2303.72 ms [2021-01-21 14:31:17 main:574] : INFO : Epoch 645 | loss: 0.0309008 | val_loss: 0.0310621 | Time: 2402.1 ms [2021-01-21 14:31:20 main:574] : INFO : Epoch 646 | loss: 0.0309256 | val_loss: 0.031064 | Time: 2340.91 ms [2021-01-21 14:31:22 main:574] : INFO : Epoch 647 | loss: 0.0309117 | val_loss: 0.031054 | Time: 2412.72 ms [2021-01-21 14:31:25 main:574] : INFO : Epoch 648 | loss: 0.0309173 | val_loss: 0.0310434 | Time: 2346.81 ms [2021-01-21 14:31:27 main:574] : INFO : Epoch 649 | loss: 0.0309133 | val_loss: 0.0310454 | Time: 2379.24 ms [2021-01-21 14:31:29 main:574] : INFO : Epoch 650 | loss: 0.0309017 | val_loss: 0.0310415 | Time: 2296.42 ms [2021-01-21 14:31:32 main:574] : INFO : Epoch 651 | loss: 0.0309231 | val_loss: 0.0310709 | Time: 2431.09 ms [2021-01-21 14:31:34 main:574] : INFO : Epoch 652 | loss: 0.0309227 | val_loss: 0.0310398 | Time: 2310.9 ms [2021-01-21 14:31:37 main:574] : INFO : Epoch 653 | loss: 0.0309224 | val_loss: 0.0310342 | Time: 2386.91 ms [2021-01-21 14:31:39 main:574] : INFO : Epoch 654 | loss: 0.0309184 | val_loss: 0.0310302 | Time: 2375.47 ms [2021-01-21 14:31:41 main:574] : INFO : Epoch 655 | loss: 0.0309071 | val_loss: 0.0310624 | Time: 2321.56 ms [2021-01-21 14:31:44 main:574] : INFO : Epoch 656 | loss: 0.0309093 | val_loss: 0.0310582 | Time: 2275.55 ms [2021-01-21 14:31:46 main:574] : INFO : Epoch 657 | loss: 0.0309152 | val_loss: 0.0310487 | Time: 2394.9 ms [2021-01-21 14:31:49 main:574] : INFO : Epoch 658 | loss: 0.0309041 | val_loss: 0.0310471 | Time: 2306.45 ms [2021-01-21 14:31:51 main:574] : INFO : Epoch 659 | loss: 0.0309049 | val_loss: 0.0310364 | Time: 2289.15 ms [2021-01-21 14:31:53 main:574] : INFO : Epoch 660 | loss: 0.0308975 | val_loss: 0.0310445 | Time: 2357.02 ms [2021-01-21 14:31:56 main:574] : INFO : Epoch 661 | loss: 0.0309336 | val_loss: 0.0310459 | Time: 2294.83 ms [2021-01-21 14:31:58 main:574] : INFO : Epoch 662 | loss: 0.030928 | val_loss: 0.0310282 | Time: 2190.95 ms [2021-01-21 14:32:00 main:574] : INFO : Epoch 663 | loss: 0.0309167 | val_loss: 0.0310328 | Time: 2306.19 ms [2021-01-21 14:32:03 main:574] : INFO : Epoch 664 | loss: 0.0309046 | val_loss: 0.0310401 | Time: 2382.44 ms [2021-01-21 14:32:05 main:574] : INFO : Epoch 665 | loss: 0.0308981 | val_loss: 0.0310473 | Time: 2283.08 ms [2021-01-21 14:32:07 main:574] : INFO : Epoch 666 | loss: 0.0309014 | val_loss: 0.0310355 | Time: 2347.86 ms [2021-01-21 14:32:10 main:574] : INFO : Epoch 667 | loss: 0.0308947 | val_loss: 0.0310454 | Time: 2296.76 ms [2021-01-21 14:32:12 main:574] : INFO : Epoch 668 | loss: 0.030903 | val_loss: 0.0310389 | Time: 2367.98 ms [2021-01-21 14:32:15 main:574] : INFO : Epoch 669 | loss: 0.0308983 | val_loss: 0.031045 | Time: 2402.38 ms [2021-01-21 14:32:17 main:574] : INFO : Epoch 670 | loss: 0.0308901 | val_loss: 0.0310497 | Time: 2386.7 ms [2021-01-21 14:32:20 main:574] : INFO : Epoch 671 | loss: 0.0308893 | val_loss: 0.0310565 | Time: 2384.01 ms [2021-01-21 14:32:22 main:574] : INFO : Epoch 672 | loss: 0.0308999 | val_loss: 0.0310637 | Time: 2360.28 ms [2021-01-21 14:32:24 main:574] : INFO : Epoch 673 | loss: 0.0308987 | val_loss: 0.0310646 | Time: 2351.79 ms [2021-01-21 14:32:27 main:574] : INFO : Epoch 674 | loss: 0.0309162 | val_loss: 0.0310528 | Time: 2404.73 ms [2021-01-21 14:32:29 main:574] : INFO : Epoch 675 | loss: 0.0309007 | val_loss: 0.0310657 | Time: 2213.35 ms [2021-01-21 14:32:31 main:574] : INFO : Epoch 676 | loss: 0.0309003 | val_loss: 0.0310363 | Time: 2241.08 ms [2021-01-21 14:32:34 main:574] : INFO : Epoch 677 | loss: 0.0309072 | val_loss: 0.0310431 | Time: 2329.59 ms [2021-01-21 14:32:36 main:574] : INFO : Epoch 678 | loss: 0.0309012 | val_loss: 0.0310394 | Time: 2305.26 ms [2021-01-21 14:32:38 main:574] : INFO : Epoch 679 | loss: 0.030892 | val_loss: 0.0310546 | Time: 2276.63 ms [2021-01-21 14:32:41 main:574] : INFO : Epoch 680 | loss: 0.0308954 | val_loss: 0.0310621 | Time: 2269.01 ms [2021-01-21 14:32:43 main:574] : INFO : Epoch 681 | loss: 0.030913 | val_loss: 0.0310435 | Time: 2277.81 ms [2021-01-21 14:32:45 main:574] : INFO : Epoch 682 | loss: 0.0309022 | val_loss: 0.0310502 | Time: 2461.3 ms [2021-01-21 14:32:48 main:574] : INFO : Epoch 683 | loss: 0.0309004 | val_loss: 0.0310341 | Time: 2227.32 ms [2021-01-21 14:32:50 main:574] : INFO : Epoch 684 | loss: 0.0309259 | val_loss: 0.0310525 | Time: 2341.72 ms [2021-01-21 14:32:52 main:574] : INFO : Epoch 685 | loss: 0.0309121 | val_loss: 0.0310575 | Time: 2321.19 ms [2021-01-21 14:32:55 main:574] : INFO : Epoch 686 | loss: 0.0308983 | val_loss: 0.0310439 | Time: 2323.6 ms [2021-01-21 14:32:57 main:574] : INFO : Epoch 687 | loss: 0.030897 | val_loss: 0.0310605 | Time: 2307.04 ms [2021-01-21 14:33:00 main:574] : INFO : Epoch 688 | loss: 0.0308908 | val_loss: 0.0310614 | Time: 2334.06 ms [2021-01-21 14:33:02 main:574] : INFO : Epoch 689 | loss: 0.0308984 | val_loss: 0.031071 | Time: 2294.38 ms [2021-01-21 14:33:04 main:574] : INFO : Epoch 690 | loss: 0.0309013 | val_loss: 0.0310575 | Time: 2262.79 ms [2021-01-21 14:33:07 main:574] : INFO : Epoch 691 | loss: 0.0309099 | val_loss: 0.0310478 | Time: 2354.98 ms [2021-01-21 14:33:09 main:574] : INFO : Epoch 692 | loss: 0.0309095 | val_loss: 0.0310586 | Time: 2358.42 ms [2021-01-21 14:33:11 main:574] : INFO : Epoch 693 | loss: 0.030901 | val_loss: 0.0310506 | Time: 2336.67 ms [2021-01-21 14:33:14 main:574] : INFO : Epoch 694 | loss: 0.0308981 | val_loss: 0.0310654 | Time: 2172.76 ms [2021-01-21 14:33:16 main:574] : INFO : Epoch 695 | loss: 0.030904 | val_loss: 0.0310403 | Time: 2260.89 ms [2021-01-21 14:33:18 main:574] : INFO : Epoch 696 | loss: 0.0309012 | val_loss: 0.0310652 | Time: 2267.31 ms [2021-01-21 14:33:21 main:574] : INFO : Epoch 697 | loss: 0.0309068 | val_loss: 0.0310553 | Time: 2223.26 ms [2021-01-21 14:33:23 main:574] : INFO : Epoch 698 | loss: 0.0309107 | val_loss: 0.031044 | Time: 2390.49 ms [2021-01-21 14:33:25 main:574] : INFO : Epoch 699 | loss: 0.0309145 | val_loss: 0.0310413 | Time: 2372.67 ms [2021-01-21 14:33:28 main:574] : INFO : Epoch 700 | loss: 0.0309098 | val_loss: 0.0310252 | Time: 2240.55 ms [2021-01-21 14:33:30 main:574] : INFO : Epoch 701 | loss: 0.0309102 | val_loss: 0.0310417 | Time: 2264.37 ms [2021-01-21 14:33:32 main:574] : INFO : Epoch 702 | loss: 0.0309117 | val_loss: 0.0310462 | Time: 2415.8 ms [2021-01-21 14:33:35 main:574] : INFO : Epoch 703 | loss: 0.030909 | val_loss: 0.0310413 | Time: 2287.66 ms [2021-01-21 14:33:37 main:574] : INFO : Epoch 704 | loss: 0.0309133 | val_loss: 0.0310477 | Time: 2333.43 ms [2021-01-21 14:33:40 main:574] : INFO : Epoch 705 | loss: 0.0309151 | val_loss: 0.0310492 | Time: 2389.31 ms [2021-01-21 14:33:42 main:574] : INFO : Epoch 706 | loss: 0.0309085 | val_loss: 0.0310466 | Time: 2383.79 ms [2021-01-21 14:33:44 main:574] : INFO : Epoch 707 | loss: 0.0308975 | val_loss: 0.0310565 | Time: 2423.2 ms [2021-01-21 14:33:47 main:574] : INFO : Epoch 708 | loss: 0.0308969 | val_loss: 0.03104 | Time: 2437.87 ms [2021-01-21 14:33:49 main:574] : INFO : Epoch 709 | loss: 0.0309007 | val_loss: 0.0310353 | Time: 2311.91 ms [2021-01-21 14:33:52 main:574] : INFO : Epoch 710 | loss: 0.0308882 | val_loss: 0.0310652 | Time: 2371.46 ms [2021-01-21 14:33:54 main:574] : INFO : Epoch 711 | loss: 0.030899 | val_loss: 0.0310657 | Time: 2343.15 ms [2021-01-21 14:33:57 main:574] : INFO : Epoch 712 | loss: 0.0309081 | val_loss: 0.0310479 | Time: 2347 ms [2021-01-21 14:33:59 main:574] : INFO : Epoch 713 | loss: 0.0309089 | val_loss: 0.031038 | Time: 2437.1 ms [2021-01-21 14:34:01 main:574] : INFO : Epoch 714 | loss: 0.0309149 | val_loss: 0.031037 | Time: 2330.06 ms [2021-01-21 14:34:04 main:574] : INFO : Epoch 715 | loss: 0.0309054 | val_loss: 0.0310589 | Time: 2344.89 ms [2021-01-21 14:34:06 main:574] : INFO : Epoch 716 | loss: 0.0308964 | val_loss: 0.0310462 | Time: 2319.36 ms [2021-01-21 14:34:09 main:574] : INFO : Epoch 717 | loss: 0.0308985 | val_loss: 0.031042 | Time: 2378.01 ms [2021-01-21 14:34:11 main:574] : INFO : Epoch 718 | loss: 0.0309079 | val_loss: 0.0310548 | Time: 2346.41 ms [2021-01-21 14:34:13 main:574] : INFO : Epoch 719 | loss: 0.0309132 | val_loss: 0.0310452 | Time: 2236.21 ms [2021-01-21 14:34:16 main:574] : INFO : Epoch 720 | loss: 0.0309181 | val_loss: 0.0310433 | Time: 2287.93 ms [2021-01-21 14:34:18 main:574] : INFO : Epoch 721 | loss: 0.0309234 | val_loss: 0.0310517 | Time: 2324.96 ms [2021-01-21 14:34:20 main:574] : INFO : Epoch 722 | loss: 0.0309164 | val_loss: 0.0310431 | Time: 2378.99 ms [2021-01-21 14:34:23 main:574] : INFO : Epoch 723 | loss: 0.0309049 | val_loss: 0.0310527 | Time: 2507.4 ms [2021-01-21 14:34:25 main:574] : INFO : Epoch 724 | loss: 0.0309082 | val_loss: 0.0310395 | Time: 2349.02 ms [2021-01-21 14:34:28 main:574] : INFO : Epoch 725 | loss: 0.0309039 | val_loss: 0.0310599 | Time: 2314.76 ms [2021-01-21 14:34:30 main:574] : INFO : Epoch 726 | loss: 0.0308993 | val_loss: 0.0310405 | Time: 2376.5 ms [2021-01-21 14:34:32 main:574] : INFO : Epoch 727 | loss: 0.0308926 | val_loss: 0.0310667 | Time: 2248.59 ms [2021-01-21 14:34:35 main:574] : INFO : Epoch 728 | loss: 0.0308919 | val_loss: 0.0310652 | Time: 2346.28 ms [2021-01-21 14:34:37 main:574] : INFO : Epoch 729 | loss: 0.0308864 | val_loss: 0.0310414 | Time: 2327.6 ms [2021-01-21 14:34:40 main:574] : INFO : Epoch 730 | loss: 0.0308891 | val_loss: 0.0310609 | Time: 2278.82 ms [2021-01-21 14:34:42 main:574] : INFO : Epoch 731 | loss: 0.0308866 | val_loss: 0.0310616 | Time: 2346.44 ms [2021-01-21 14:34:44 main:574] : INFO : Epoch 732 | loss: 0.0308876 | val_loss: 0.031072 | Time: 2315.19 ms [2021-01-21 14:34:47 main:574] : INFO : Epoch 733 | loss: 0.0308879 | val_loss: 0.0310452 | Time: 2356.87 ms [2021-01-21 14:34:49 main:574] : INFO : Epoch 734 | loss: 0.0309183 | val_loss: 0.0310572 | Time: 2351.53 ms [2021-01-21 14:34:51 main:574] : INFO : Epoch 735 | loss: 0.0309236 | val_loss: 0.031073 | Time: 2305.34 ms [2021-01-21 14:34:54 main:574] : INFO : Epoch 736 | loss: 0.0309275 | val_loss: 0.03105 | Time: 2293.86 ms [2021-01-21 14:34:56 main:574] : INFO : Epoch 737 | loss: 0.0309176 | val_loss: 0.0310419 | Time: 2310.95 ms [2021-01-21 14:34:58 main:574] : INFO : Epoch 738 | loss: 0.0309064 | val_loss: 0.0310461 | Time: 2264.33 ms [2021-01-21 14:35:01 main:574] : INFO : Epoch 739 | loss: 0.0309164 | val_loss: 0.0310462 | Time: 2496.97 ms [2021-01-21 14:35:03 main:574] : INFO : Epoch 740 | loss: 0.0309166 | val_loss: 0.0310511 | Time: 2290.23 ms [2021-01-21 14:35:06 main:574] : INFO : Epoch 741 | loss: 0.0309078 | val_loss: 0.0310401 | Time: 2370.45 ms [2021-01-21 14:35:08 main:574] : INFO : Epoch 742 | loss: 0.0309257 | val_loss: 0.0310371 | Time: 2332.86 ms [2021-01-21 14:35:10 main:574] : INFO : Epoch 743 | loss: 0.0309153 | val_loss: 0.0310445 | Time: 2355.85 ms [2021-01-21 14:35:13 main:574] : INFO : Epoch 744 | loss: 0.0309122 | val_loss: 0.031067 | Time: 2365.56 ms [2021-01-21 14:35:15 main:574] : INFO : Epoch 745 | loss: 0.0309149 | val_loss: 0.0310514 | Time: 2325.96 ms [2021-01-21 14:35:18 main:574] : INFO : Epoch 746 | loss: 0.0309229 | val_loss: 0.0310408 | Time: 2336.77 ms [2021-01-21 14:35:20 main:574] : INFO : Epoch 747 | loss: 0.030928 | val_loss: 0.0310411 | Time: 2358.74 ms [2021-01-21 14:35:22 main:574] : INFO : Epoch 748 | loss: 0.0309273 | val_loss: 0.0310354 | Time: 2308.89 ms [2021-01-21 14:35:25 main:574] : INFO : Epoch 749 | loss: 0.0309169 | val_loss: 0.0310375 | Time: 2232.95 ms [2021-01-21 14:35:27 main:574] : INFO : Epoch 750 | loss: 0.0309409 | val_loss: 0.0310464 | Time: 2429.08 ms [2021-01-21 14:35:30 main:574] : INFO : Epoch 751 | loss: 0.0309174 | val_loss: 0.0310349 | Time: 2375.11 ms [2021-01-21 14:35:32 main:574] : INFO : Epoch 752 | loss: 0.0309086 | val_loss: 0.031043 | Time: 2312.11 ms [2021-01-21 14:35:34 main:574] : INFO : Epoch 753 | loss: 0.0309036 | val_loss: 0.0310423 | Time: 2350.33 ms [2021-01-21 14:35:37 main:574] : INFO : Epoch 754 | loss: 0.0309061 | val_loss: 0.0310477 | Time: 2319.24 ms [2021-01-21 14:35:39 main:574] : INFO : Epoch 755 | loss: 0.0309037 | val_loss: 0.0310343 | Time: 2371.13 ms [2021-01-21 14:35:42 main:574] : INFO : Epoch 756 | loss: 0.0309031 | val_loss: 0.0310301 | Time: 2383.95 ms [2021-01-21 14:35:44 main:574] : INFO : Epoch 757 | loss: 0.0309079 | val_loss: 0.0310545 | Time: 2386.64 ms [2021-01-21 14:35:46 main:574] : INFO : Epoch 758 | loss: 0.0309012 | val_loss: 0.0310376 | Time: 2443.02 ms [2021-01-21 14:35:49 main:574] : INFO : Epoch 759 | loss: 0.0308948 | val_loss: 0.0310362 | Time: 2297.04 ms [2021-01-21 14:35:51 main:574] : INFO : Epoch 760 | loss: 0.0308983 | val_loss: 0.0310346 | Time: 2311.32 ms [2021-01-21 14:35:54 main:574] : INFO : Epoch 761 | loss: 0.0309045 | val_loss: 0.0310353 | Time: 2370.54 ms [2021-01-21 14:35:56 main:574] : INFO : Epoch 762 | loss: 0.0309023 | val_loss: 0.0310435 | Time: 2335.23 ms [2021-01-21 14:35:58 main:574] : INFO : Epoch 763 | loss: 0.0308984 | val_loss: 0.0310421 | Time: 2287.03 ms [2021-01-21 14:36:01 main:574] : INFO : Epoch 764 | loss: 0.0308998 | val_loss: 0.0310453 | Time: 2440.61 ms [2021-01-21 14:36:03 main:574] : INFO : Epoch 765 | loss: 0.0308922 | val_loss: 0.0310478 | Time: 2288.83 ms [2021-01-21 14:36:06 main:574] : INFO : Epoch 766 | loss: 0.0309131 | val_loss: 0.0310278 | Time: 2340.29 ms [2021-01-21 14:36:08 main:574] : INFO : Epoch 767 | loss: 0.0309028 | val_loss: 0.0310518 | Time: 2337.98 ms [2021-01-21 14:36:10 main:574] : INFO : Epoch 768 | loss: 0.0309083 | val_loss: 0.0310373 | Time: 2367.92 ms [2021-01-21 14:36:13 main:574] : INFO : Epoch 769 | loss: 0.0309152 | val_loss: 0.031036 | Time: 2332.89 ms [2021-01-21 14:36:15 main:574] : INFO : Epoch 770 | loss: 0.030923 | val_loss: 0.0310405 | Time: 2391.3 ms [2021-01-21 14:36:18 main:574] : INFO : Epoch 771 | loss: 0.0309246 | val_loss: 0.0310629 | Time: 2400.86 ms [2021-01-21 14:36:20 main:574] : INFO : Epoch 772 | loss: 0.0309108 | val_loss: 0.0310527 | Time: 2321.34 ms [2021-01-21 14:36:23 main:574] : INFO : Epoch 773 | loss: 0.0309089 | val_loss: 0.0310247 | Time: 2360.57 ms [2021-01-21 14:36:25 main:574] : INFO : Epoch 774 | loss: 0.0309012 | val_loss: 0.0310626 | Time: 2257.34 ms [2021-01-21 14:36:27 main:574] : INFO : Epoch 775 | loss: 0.0309062 | val_loss: 0.0310523 | Time: 2431.47 ms [2021-01-21 14:36:30 main:574] : INFO : Epoch 776 | loss: 0.0308984 | val_loss: 0.0310388 | Time: 2332.64 ms [2021-01-21 14:36:32 main:574] : INFO : Epoch 777 | loss: 0.0309016 | val_loss: 0.0310647 | Time: 2325.76 ms [2021-01-21 14:36:35 main:574] : INFO : Epoch 778 | loss: 0.0309052 | val_loss: 0.0310483 | Time: 2367.99 ms [2021-01-21 14:36:37 main:574] : INFO : Epoch 779 | loss: 0.0309025 | val_loss: 0.031049 | Time: 2461.64 ms [2021-01-21 14:36:40 main:574] : INFO : Epoch 780 | loss: 0.0309036 | val_loss: 0.0310712 | Time: 2462.83 ms [2021-01-21 14:36:42 main:574] : INFO : Epoch 781 | loss: 0.0309008 | val_loss: 0.0310572 | Time: 2341.36 ms [2021-01-21 14:36:44 main:574] : INFO : Epoch 782 | loss: 0.0308937 | val_loss: 0.0310456 | Time: 2323.26 ms [2021-01-21 14:36:46 main:574] : INFO : Epoch 783 | loss: 0.0308946 | val_loss: 0.03103 | Time: 2217.94 ms [2021-01-21 14:36:49 main:574] : INFO : Epoch 784 | loss: 0.0309034 | val_loss: 0.0310436 | Time: 2355.59 ms [2021-01-21 14:36:51 main:574] : INFO : Epoch 785 | loss: 0.0309078 | val_loss: 0.0310474 | Time: 2305.74 ms [2021-01-21 14:36:54 main:574] : INFO : Epoch 786 | loss: 0.0309175 | val_loss: 0.0310268 | Time: 2391.11 ms [2021-01-21 14:36:56 main:574] : INFO : Epoch 787 | loss: 0.0309076 | val_loss: 0.03104 | Time: 2280.79 ms [2021-01-21 14:36:59 main:574] : INFO : Epoch 788 | loss: 0.030899 | val_loss: 0.0310447 | Time: 2370.23 ms [2021-01-21 14:37:01 main:574] : INFO : Epoch 789 | loss: 0.0309117 | val_loss: 0.0310456 | Time: 2290.21 ms [2021-01-21 14:37:03 main:574] : INFO : Epoch 790 | loss: 0.0309049 | val_loss: 0.0310338 | Time: 2416.96 ms [2021-01-21 14:37:06 main:574] : INFO : Epoch 791 | loss: 0.0309149 | val_loss: 0.0310399 | Time: 2281.81 ms [2021-01-21 14:37:08 main:574] : INFO : Epoch 792 | loss: 0.0309035 | val_loss: 0.0310436 | Time: 2313.52 ms [2021-01-21 14:37:10 main:574] : INFO : Epoch 793 | loss: 0.0308962 | val_loss: 0.0310675 | Time: 2276.92 ms [2021-01-21 14:37:13 main:574] : INFO : Epoch 794 | loss: 0.0308945 | val_loss: 0.0310511 | Time: 2466.79 ms [2021-01-21 14:37:15 main:574] : INFO : Epoch 795 | loss: 0.0308959 | val_loss: 0.0310425 | Time: 2414.97 ms [2021-01-21 14:37:18 main:574] : INFO : Epoch 796 | loss: 0.0308848 | val_loss: 0.0310512 | Time: 2285.73 ms [2021-01-21 14:37:20 main:574] : INFO : Epoch 797 | loss: 0.0308802 | val_loss: 0.0310538 | Time: 2315.77 ms [2021-01-21 14:37:22 main:574] : INFO : Epoch 798 | loss: 0.0309005 | val_loss: 0.0310359 | Time: 2256.48 ms [2021-01-21 14:37:25 main:574] : INFO : Epoch 799 | loss: 0.0309597 | val_loss: 0.0310327 | Time: 2394.78 ms [2021-01-21 14:37:27 main:574] : INFO : Epoch 800 | loss: 0.0309388 | val_loss: 0.0310423 | Time: 2265 ms [2021-01-21 14:37:30 main:574] : INFO : Epoch 801 | loss: 0.030925 | val_loss: 0.0310377 | Time: 2396.75 ms [2021-01-21 14:37:32 main:574] : INFO : Epoch 802 | loss: 0.0309058 | val_loss: 0.0310341 | Time: 2326.94 ms [2021-01-21 14:37:34 main:574] : INFO : Epoch 803 | loss: 0.0309039 | val_loss: 0.0310488 | Time: 2301.57 ms [2021-01-21 14:37:37 main:574] : INFO : Epoch 804 | loss: 0.0308942 | val_loss: 0.0310524 | Time: 2302.31 ms [2021-01-21 14:37:39 main:574] : INFO : Epoch 805 | loss: 0.030891 | val_loss: 0.0310544 | Time: 2319.08 ms [2021-01-21 14:37:41 main:574] : INFO : Epoch 806 | loss: 0.0308932 | val_loss: 0.03105 | Time: 2318.77 ms [2021-01-21 14:37:44 main:574] : INFO : Epoch 807 | loss: 0.030911 | val_loss: 0.031028 | Time: 2377.84 ms [2021-01-21 14:37:46 main:574] : INFO : Epoch 808 | loss: 0.0309085 | val_loss: 0.0310539 | Time: 2463.83 ms [2021-01-21 14:37:49 main:574] : INFO : Epoch 809 | loss: 0.0309147 | val_loss: 0.0310281 | Time: 2442.58 ms [2021-01-21 14:37:51 main:574] : INFO : Epoch 810 | loss: 0.0308949 | val_loss: 0.0310375 | Time: 2361.3 ms [2021-01-21 14:37:53 main:574] : INFO : Epoch 811 | loss: 0.0308948 | val_loss: 0.0310468 | Time: 2258.33 ms [2021-01-21 14:37:56 main:574] : INFO : Epoch 812 | loss: 0.0308928 | val_loss: 0.0310373 | Time: 2293.76 ms [2021-01-21 14:37:58 main:574] : INFO : Epoch 813 | loss: 0.0308964 | val_loss: 0.0310396 | Time: 2371.93 ms [2021-01-21 14:38:01 main:574] : INFO : Epoch 814 | loss: 0.0309007 | val_loss: 0.0310317 | Time: 2321.28 ms [2021-01-21 14:38:03 main:574] : INFO : Epoch 815 | loss: 0.0308937 | val_loss: 0.0310299 | Time: 2345.28 ms [2021-01-21 14:38:05 main:574] : INFO : Epoch 816 | loss: 0.0308913 | val_loss: 0.0310438 | Time: 2402.81 ms [2021-01-21 14:38:08 main:574] : INFO : Epoch 817 | loss: 0.0308943 | val_loss: 0.0310335 | Time: 2272.76 ms [2021-01-21 14:38:10 main:574] : INFO : Epoch 818 | loss: 0.0309023 | val_loss: 0.0310333 | Time: 2239.38 ms [2021-01-21 14:38:12 main:574] : INFO : Epoch 819 | loss: 0.0308922 | val_loss: 0.0310437 | Time: 2376.32 ms [2021-01-21 14:38:15 main:574] : INFO : Epoch 820 | loss: 0.0308901 | val_loss: 0.0310243 | Time: 2338 ms [2021-01-21 14:38:17 main:574] : INFO : Epoch 821 | loss: 0.0308976 | val_loss: 0.0310365 | Time: 2362.62 ms [2021-01-21 14:38:20 main:574] : INFO : Epoch 822 | loss: 0.0309013 | val_loss: 0.0310207 | Time: 2378.49 ms [2021-01-21 14:38:22 main:574] : INFO : Epoch 823 | loss: 0.0309076 | val_loss: 0.0310251 | Time: 2318.8 ms [2021-01-21 14:38:24 main:574] : INFO : Epoch 824 | loss: 0.0308991 | val_loss: 0.0310355 | Time: 2345.52 ms [2021-01-21 14:38:27 main:574] : INFO : Epoch 825 | loss: 0.0309073 | val_loss: 0.0310334 | Time: 2386.32 ms [2021-01-21 14:38:29 main:574] : INFO : Epoch 826 | loss: 0.0309119 | val_loss: 0.0310475 | Time: 2350.96 ms [2021-01-21 14:38:32 main:574] : INFO : Epoch 827 | loss: 0.0309019 | val_loss: 0.0310302 | Time: 2400.16 ms [2021-01-21 14:38:34 main:574] : INFO : Epoch 828 | loss: 0.0309128 | val_loss: 0.0310268 | Time: 2321.31 ms [2021-01-21 14:38:36 main:574] : INFO : Epoch 829 | loss: 0.0309068 | val_loss: 0.031023 | Time: 2347.74 ms [2021-01-21 14:38:39 main:574] : INFO : Epoch 830 | loss: 0.0309005 | val_loss: 0.031042 | Time: 2318.61 ms [2021-01-21 14:38:41 main:574] : INFO : Epoch 831 | loss: 0.0309015 | val_loss: 0.0310303 | Time: 2417.88 ms [2021-01-21 14:38:44 main:574] : INFO : Epoch 832 | loss: 0.0309062 | val_loss: 0.0310301 | Time: 2337.06 ms [2021-01-21 14:38:46 main:574] : INFO : Epoch 833 | loss: 0.0308986 | val_loss: 0.031041 | Time: 2366.46 ms [2021-01-21 14:38:48 main:574] : INFO : Epoch 834 | loss: 0.0309023 | val_loss: 0.0310515 | Time: 2288.12 ms [2021-01-21 14:38:51 main:574] : INFO : Epoch 835 | loss: 0.030918 | val_loss: 0.0310306 | Time: 2354.39 ms [2021-01-21 14:38:53 main:574] : INFO : Epoch 836 | loss: 0.0309153 | val_loss: 0.0310523 | Time: 2274.24 ms [2021-01-21 14:38:55 main:574] : INFO : Epoch 837 | loss: 0.0309368 | val_loss: 0.0310349 | Time: 2285.81 ms [2021-01-21 14:38:58 main:574] : INFO : Epoch 838 | loss: 0.0309219 | val_loss: 0.0310352 | Time: 2413.54 ms [2021-01-21 14:39:00 main:574] : INFO : Epoch 839 | loss: 0.0309132 | val_loss: 0.0310471 | Time: 2272.14 ms [2021-01-21 14:39:03 main:574] : INFO : Epoch 840 | loss: 0.0309036 | val_loss: 0.0310487 | Time: 2431.73 ms [2021-01-21 14:39:05 main:574] : INFO : Epoch 841 | loss: 0.0309057 | val_loss: 0.0310344 | Time: 2324.03 ms [2021-01-21 14:39:07 main:574] : INFO : Epoch 842 | loss: 0.0309028 | val_loss: 0.0310338 | Time: 2329.42 ms [2021-01-21 14:39:10 main:574] : INFO : Epoch 843 | loss: 0.0308992 | val_loss: 0.0310297 | Time: 2229.76 ms [2021-01-21 14:39:12 main:574] : INFO : Epoch 844 | loss: 0.0308908 | val_loss: 0.0310445 | Time: 2376.93 ms [2021-01-21 14:39:15 main:574] : INFO : Epoch 845 | loss: 0.0308931 | val_loss: 0.0310527 | Time: 2373.26 ms [2021-01-21 14:39:17 main:574] : INFO : Epoch 846 | loss: 0.0308869 | val_loss: 0.0310488 | Time: 2280.05 ms [2021-01-21 14:39:19 main:574] : INFO : Epoch 847 | loss: 0.0308848 | val_loss: 0.0310505 | Time: 2343.14 ms [2021-01-21 14:39:22 main:574] : INFO : Epoch 848 | loss: 0.0308914 | val_loss: 0.0310405 | Time: 2202.67 ms [2021-01-21 14:39:24 main:574] : INFO : Epoch 849 | loss: 0.0309079 | val_loss: 0.0310436 | Time: 2426.18 ms [2021-01-21 14:39:26 main:574] : INFO : Epoch 850 | loss: 0.0309096 | val_loss: 0.0310465 | Time: 2366.32 ms [2021-01-21 14:39:29 main:574] : INFO : Epoch 851 | loss: 0.0309056 | val_loss: 0.0310346 | Time: 2288.44 ms [2021-01-21 14:39:31 main:574] : INFO : Epoch 852 | loss: 0.0309026 | val_loss: 0.0310359 | Time: 2453.81 ms [2021-01-21 14:39:34 main:574] : INFO : Epoch 853 | loss: 0.0308914 | val_loss: 0.03104 | Time: 2231.9 ms [2021-01-21 14:39:36 main:574] : INFO : Epoch 854 | loss: 0.0308926 | val_loss: 0.0310562 | Time: 2203.39 ms [2021-01-21 14:39:38 main:574] : INFO : Epoch 855 | loss: 0.0308927 | val_loss: 0.0310391 | Time: 2358.34 ms [2021-01-21 14:39:41 main:574] : INFO : Epoch 856 | loss: 0.0308831 | val_loss: 0.0310485 | Time: 2397.42 ms [2021-01-21 14:39:43 main:574] : INFO : Epoch 857 | loss: 0.0308795 | val_loss: 0.0310451 | Time: 2355.23 ms [2021-01-21 14:39:45 main:574] : INFO : Epoch 858 | loss: 0.0308771 | val_loss: 0.0310303 | Time: 2298.41 ms [2021-01-21 14:39:48 main:574] : INFO : Epoch 859 | loss: 0.0308771 | val_loss: 0.0310682 | Time: 2371.67 ms [2021-01-21 14:39:50 main:574] : INFO : Epoch 860 | loss: 0.030894 | val_loss: 0.0310707 | Time: 2408.94 ms [2021-01-21 14:39:53 main:574] : INFO : Epoch 861 | loss: 0.0309018 | val_loss: 0.0310499 | Time: 2343.72 ms [2021-01-21 14:39:55 main:574] : INFO : Epoch 862 | loss: 0.0308982 | val_loss: 0.0310407 | Time: 2313 ms [2021-01-21 14:39:57 main:574] : INFO : Epoch 863 | loss: 0.0308945 | val_loss: 0.0310275 | Time: 2323.28 ms [2021-01-21 14:40:00 main:574] : INFO : Epoch 864 | loss: 0.0309 | val_loss: 0.0310366 | Time: 2361.69 ms [2021-01-21 14:40:02 main:574] : INFO : Epoch 865 | loss: 0.0308903 | val_loss: 0.0310344 | Time: 2353.55 ms [2021-01-21 14:40:05 main:574] : INFO : Epoch 866 | loss: 0.0308832 | val_loss: 0.0310357 | Time: 2307.28 ms [2021-01-21 14:40:07 main:574] : INFO : Epoch 867 | loss: 0.0308837 | val_loss: 0.0310469 | Time: 2389.89 ms [2021-01-21 14:40:09 main:574] : INFO : Epoch 868 | loss: 0.0308798 | val_loss: 0.031045 | Time: 2282.02 ms [2021-01-21 14:40:12 main:574] : INFO : Epoch 869 | loss: 0.0308885 | val_loss: 0.0310478 | Time: 2393.47 ms [2021-01-21 14:40:14 main:574] : INFO : Epoch 870 | loss: 0.0308953 | val_loss: 0.031059 | Time: 2362.52 ms [2021-01-21 14:40:16 main:574] : INFO : Epoch 871 | loss: 0.0309049 | val_loss: 0.0310543 | Time: 2246.14 ms [2021-01-21 14:40:19 main:574] : INFO : Epoch 872 | loss: 0.0308944 | val_loss: 0.0310556 | Time: 2316.95 ms [2021-01-21 14:40:21 main:574] : INFO : Epoch 873 | loss: 0.0309284 | val_loss: 0.0310274 | Time: 2179.2 ms [2021-01-21 14:40:23 main:574] : INFO : Epoch 874 | loss: 0.0309348 | val_loss: 0.0310245 | Time: 2296.07 ms [2021-01-21 14:40:26 main:574] : INFO : Epoch 875 | loss: 0.0309233 | val_loss: 0.0310319 | Time: 2341.68 ms [2021-01-21 14:40:28 main:574] : INFO : Epoch 876 | loss: 0.0309158 | val_loss: 0.0310408 | Time: 2427.61 ms [2021-01-21 14:40:31 main:574] : INFO : Epoch 877 | loss: 0.03091 | val_loss: 0.0310287 | Time: 2436.01 ms [2021-01-21 14:40:33 main:574] : INFO : Epoch 878 | loss: 0.0309093 | val_loss: 0.0310301 | Time: 2370.83 ms [2021-01-21 14:40:36 main:574] : INFO : Epoch 879 | loss: 0.0309045 | val_loss: 0.0310312 | Time: 2348.26 ms [2021-01-21 14:40:38 main:574] : INFO : Epoch 880 | loss: 0.0308921 | val_loss: 0.0310383 | Time: 2374.37 ms [2021-01-21 14:40:40 main:574] : INFO : Epoch 881 | loss: 0.0308859 | val_loss: 0.0310408 | Time: 2274.75 ms [2021-01-21 14:40:43 main:574] : INFO : Epoch 882 | loss: 0.0308824 | val_loss: 0.0310377 | Time: 2327.83 ms [2021-01-21 14:40:45 main:574] : INFO : Epoch 883 | loss: 0.0308824 | val_loss: 0.0310441 | Time: 2382.78 ms [2021-01-21 14:40:48 main:574] : INFO : Epoch 884 | loss: 0.0308835 | val_loss: 0.0310466 | Time: 2381.61 ms [2021-01-21 14:40:50 main:574] : INFO : Epoch 885 | loss: 0.0308873 | val_loss: 0.0310417 | Time: 2459.49 ms [2021-01-21 14:40:53 main:574] : INFO : Epoch 886 | loss: 0.0308852 | val_loss: 0.0310512 | Time: 2363.8 ms [2021-01-21 14:40:55 main:574] : INFO : Epoch 887 | loss: 0.0308883 | val_loss: 0.0310603 | Time: 2249.36 ms [2021-01-21 14:40:57 main:574] : INFO : Epoch 888 | loss: 0.030905 | val_loss: 0.0310481 | Time: 2394.25 ms [2021-01-21 14:41:00 main:574] : INFO : Epoch 889 | loss: 0.0309233 | val_loss: 0.031036 | Time: 2343.35 ms [2021-01-21 14:41:02 main:574] : INFO : Epoch 890 | loss: 0.0309134 | val_loss: 0.0310469 | Time: 2266.31 ms [2021-01-21 14:41:04 main:574] : INFO : Epoch 891 | loss: 0.0309044 | val_loss: 0.0310276 | Time: 2418.32 ms [2021-01-21 14:41:07 main:574] : INFO : Epoch 892 | loss: 0.0309367 | val_loss: 0.031037 | Time: 2306.82 ms [2021-01-21 14:41:09 main:574] : INFO : Epoch 893 | loss: 0.030919 | val_loss: 0.0310381 | Time: 2269.36 ms [2021-01-21 14:41:12 main:574] : INFO : Epoch 894 | loss: 0.0309058 | val_loss: 0.031043 | Time: 2333.97 ms [2021-01-21 14:41:14 main:574] : INFO : Epoch 895 | loss: 0.0309068 | val_loss: 0.0310516 | Time: 2424.72 ms [2021-01-21 14:41:16 main:574] : INFO : Epoch 896 | loss: 0.0308903 | val_loss: 0.0310508 | Time: 2213.83 ms [2021-01-21 14:41:19 main:574] : INFO : Epoch 897 | loss: 0.030887 | val_loss: 0.0310592 | Time: 2317.55 ms [2021-01-21 14:41:21 main:574] : INFO : Epoch 898 | loss: 0.0308902 | val_loss: 0.0310397 | Time: 2370.67 ms [2021-01-21 14:41:23 main:574] : INFO : Epoch 899 | loss: 0.0308858 | val_loss: 0.0310526 | Time: 2307.23 ms [2021-01-21 14:41:26 main:574] : INFO : Epoch 900 | loss: 0.0308988 | val_loss: 0.0310418 | Time: 2406.47 ms [2021-01-21 14:41:28 main:574] : INFO : Epoch 901 | loss: 0.030892 | val_loss: 0.0310595 | Time: 2343.38 ms [2021-01-21 14:41:31 main:574] : INFO : Epoch 902 | loss: 0.0308945 | val_loss: 0.0310479 | Time: 2346.26 ms [2021-01-21 14:41:33 main:574] : INFO : Epoch 903 | loss: 0.030914 | val_loss: 0.0310435 | Time: 2339.53 ms [2021-01-21 14:41:35 main:574] : INFO : Epoch 904 | loss: 0.0309123 | val_loss: 0.0310485 | Time: 2268.05 ms [2021-01-21 14:41:38 main:574] : INFO : Epoch 905 | loss: 0.0309228 | val_loss: 0.0310446 | Time: 2456.23 ms [2021-01-21 14:41:40 main:574] : INFO : Epoch 906 | loss: 0.0309029 | val_loss: 0.0310452 | Time: 2323.5 ms [2021-01-21 14:41:43 main:574] : INFO : Epoch 907 | loss: 0.0308947 | val_loss: 0.0310329 | Time: 2375.1 ms [2021-01-21 14:41:45 main:574] : INFO : Epoch 908 | loss: 0.0309277 | val_loss: 0.0310329 | Time: 2345.81 ms [2021-01-21 14:41:48 main:574] : INFO : Epoch 909 | loss: 0.0309297 | val_loss: 0.031022 | Time: 2405.87 ms [2021-01-21 14:41:50 main:574] : INFO : Epoch 910 | loss: 0.0309378 | val_loss: 0.0310442 | Time: 2273.98 ms [2021-01-21 14:41:52 main:574] : INFO : Epoch 911 | loss: 0.0309306 | val_loss: 0.0310409 | Time: 2349.93 ms [2021-01-21 14:41:55 main:574] : INFO : Epoch 912 | loss: 0.0309164 | val_loss: 0.0310278 | Time: 2291.54 ms [2021-01-21 14:41:57 main:574] : INFO : Epoch 913 | loss: 0.0309068 | val_loss: 0.0310298 | Time: 2366.3 ms [2021-01-21 14:41:59 main:574] : INFO : Epoch 914 | loss: 0.0308995 | val_loss: 0.031042 | Time: 2288.17 ms [2021-01-21 14:42:02 main:574] : INFO : Epoch 915 | loss: 0.0308968 | val_loss: 0.0310355 | Time: 2285.43 ms [2021-01-21 14:42:04 main:574] : INFO : Epoch 916 | loss: 0.0309046 | val_loss: 0.0310354 | Time: 2403.51 ms [2021-01-21 14:42:06 main:574] : INFO : Epoch 917 | loss: 0.030924 | val_loss: 0.0310448 | Time: 2254.94 ms [2021-01-21 14:42:09 main:574] : INFO : Epoch 918 | loss: 0.0309205 | val_loss: 0.0310333 | Time: 2395.32 ms [2021-01-21 14:42:11 main:574] : INFO : Epoch 919 | loss: 0.0309068 | val_loss: 0.0310378 | Time: 2319.09 ms [2021-01-21 14:42:14 main:574] : INFO : Epoch 920 | loss: 0.0309056 | val_loss: 0.0310433 | Time: 2367.89 ms [2021-01-21 14:42:16 main:574] : INFO : Epoch 921 | loss: 0.0309029 | val_loss: 0.031042 | Time: 2387.93 ms [2021-01-21 14:42:19 main:574] : INFO : Epoch 922 | loss: 0.0308993 | val_loss: 0.0310497 | Time: 2412.41 ms [2021-01-21 14:42:21 main:574] : INFO : Epoch 923 | loss: 0.0309186 | val_loss: 0.0310322 | Time: 2354.21 ms [2021-01-21 14:42:24 main:574] : INFO : Epoch 924 | loss: 0.030917 | val_loss: 0.0310514 | Time: 2522.4 ms [2021-01-21 14:42:26 main:574] : INFO : Epoch 925 | loss: 0.0309213 | val_loss: 0.0310397 | Time: 2350.59 ms [2021-01-21 14:42:28 main:574] : INFO : Epoch 926 | loss: 0.0309072 | val_loss: 0.0310417 | Time: 2352.99 ms [2021-01-21 14:42:31 main:574] : INFO : Epoch 927 | loss: 0.0309001 | val_loss: 0.0310354 | Time: 2365.48 ms [2021-01-21 14:42:33 main:574] : INFO : Epoch 928 | loss: 0.0308915 | val_loss: 0.0310342 | Time: 2259.46 ms [2021-01-21 14:42:35 main:574] : INFO : Epoch 929 | loss: 0.0309245 | val_loss: 0.0310257 | Time: 2351.95 ms [2021-01-21 14:42:38 main:574] : INFO : Epoch 930 | loss: 0.0309153 | val_loss: 0.0310277 | Time: 2301.18 ms [2021-01-21 14:42:40 main:574] : INFO : Epoch 931 | loss: 0.0309076 | val_loss: 0.0310295 | Time: 2317.14 ms [2021-01-21 14:42:43 main:574] : INFO : Epoch 932 | loss: 0.0309045 | val_loss: 0.0310465 | Time: 2344.42 ms [2021-01-21 14:42:45 main:574] : INFO : Epoch 933 | loss: 0.0308929 | val_loss: 0.0310392 | Time: 2272.7 ms [2021-01-21 14:42:47 main:574] : INFO : Epoch 934 | loss: 0.0308839 | val_loss: 0.0310424 | Time: 2360.93 ms [2021-01-21 14:42:50 main:574] : INFO : Epoch 935 | loss: 0.0308809 | val_loss: 0.0310475 | Time: 2340.13 ms [2021-01-21 14:42:52 main:574] : INFO : Epoch 936 | loss: 0.0308916 | val_loss: 0.0310819 | Time: 2409.89 ms [2021-01-21 14:42:55 main:574] : INFO : Epoch 937 | loss: 0.0308978 | val_loss: 0.0310523 | Time: 2382.48 ms [2021-01-21 14:42:57 main:574] : INFO : Epoch 938 | loss: 0.030894 | val_loss: 0.0310647 | Time: 2307.21 ms [2021-01-21 14:42:59 main:574] : INFO : Epoch 939 | loss: 0.0308902 | val_loss: 0.0310469 | Time: 2232.85 ms [2021-01-21 14:43:02 main:574] : INFO : Epoch 940 | loss: 0.0308873 | val_loss: 0.0310645 | Time: 2418.26 ms [2021-01-21 14:43:04 main:574] : INFO : Epoch 941 | loss: 0.0308809 | val_loss: 0.0310572 | Time: 2351.14 ms [2021-01-21 14:43:07 main:574] : INFO : Epoch 942 | loss: 0.0308895 | val_loss: 0.0310589 | Time: 2351.6 ms [2021-01-21 14:43:09 main:574] : INFO : Epoch 943 | loss: 0.0308889 | val_loss: 0.031048 | Time: 2525.37 ms [2021-01-21 14:43:12 main:574] : INFO : Epoch 944 | loss: 0.0308808 | val_loss: 0.0310489 | Time: 2406.97 ms [2021-01-21 14:43:14 main:574] : INFO : Epoch 945 | loss: 0.030888 | val_loss: 0.0310507 | Time: 2532.51 ms [2021-01-21 14:43:16 main:574] : INFO : Epoch 946 | loss: 0.0308885 | val_loss: 0.0310489 | Time: 2361.69 ms [2021-01-21 14:43:19 main:574] : INFO : Epoch 947 | loss: 0.0308858 | val_loss: 0.0310378 | Time: 2391.05 ms [2021-01-21 14:43:21 main:574] : INFO : Epoch 948 | loss: 0.030886 | val_loss: 0.0310474 | Time: 2380.04 ms [2021-01-21 14:43:24 main:574] : INFO : Epoch 949 | loss: 0.0308976 | val_loss: 0.0310332 | Time: 2322.71 ms [2021-01-21 14:43:26 main:574] : INFO : Epoch 950 | loss: 0.0308846 | val_loss: 0.0310419 | Time: 2381.09 ms [2021-01-21 14:43:29 main:574] : INFO : Epoch 951 | loss: 0.0309089 | val_loss: 0.0310606 | Time: 2372.42 ms [2021-01-21 14:43:31 main:574] : INFO : Epoch 952 | loss: 0.0309655 | val_loss: 0.0310364 | Time: 2292.67 ms [2021-01-21 14:43:33 main:574] : INFO : Epoch 953 | loss: 0.030945 | val_loss: 0.0310298 | Time: 2329.3 ms [2021-01-21 14:43:36 main:574] : INFO : Epoch 954 | loss: 0.0309187 | val_loss: 0.0310213 | Time: 2327.6 ms [2021-01-21 14:43:38 main:574] : INFO : Epoch 955 | loss: 0.0309092 | val_loss: 0.0310439 | Time: 2381.51 ms [2021-01-21 14:43:41 main:574] : INFO : Epoch 956 | loss: 0.0309051 | val_loss: 0.0310328 | Time: 2359.31 ms [2021-01-21 14:43:43 main:574] : INFO : Epoch 957 | loss: 0.0309082 | val_loss: 0.0310345 | Time: 2312.38 ms [2021-01-21 14:43:45 main:574] : INFO : Epoch 958 | loss: 0.0309038 | val_loss: 0.0310283 | Time: 2348.03 ms [2021-01-21 14:43:48 main:574] : INFO : Epoch 959 | loss: 0.0308928 | val_loss: 0.0310447 | Time: 2330.32 ms [2021-01-21 14:43:50 main:574] : INFO : Epoch 960 | loss: 0.0308871 | val_loss: 0.0310476 | Time: 2334.71 ms [2021-01-21 14:43:52 main:574] : INFO : Epoch 961 | loss: 0.0308973 | val_loss: 0.0310691 | Time: 2377.04 ms [2021-01-21 14:43:55 main:574] : INFO : Epoch 962 | loss: 0.0308978 | val_loss: 0.0310598 | Time: 2501.65 ms [2021-01-21 14:43:57 main:574] : INFO : Epoch 963 | loss: 0.0308896 | val_loss: 0.0310491 | Time: 2342.16 ms [2021-01-21 14:44:00 main:574] : INFO : Epoch 964 | loss: 0.0308851 | val_loss: 0.0310495 | Time: 2326.21 ms [2021-01-21 14:44:02 main:574] : INFO : Epoch 965 | loss: 0.030886 | val_loss: 0.0310508 | Time: 2443.63 ms [2021-01-21 14:44:05 main:574] : INFO : Epoch 966 | loss: 0.0308816 | val_loss: 0.0310584 | Time: 2245.08 ms [2021-01-21 14:44:07 main:574] : INFO : Epoch 967 | loss: 0.030884 | val_loss: 0.0310423 | Time: 2324.65 ms [2021-01-21 14:44:09 main:574] : INFO : Epoch 968 | loss: 0.0308829 | val_loss: 0.0310513 | Time: 2414.54 ms [2021-01-21 14:44:12 main:574] : INFO : Epoch 969 | loss: 0.0308974 | val_loss: 0.0310556 | Time: 2240.48 ms [2021-01-21 14:44:14 main:574] : INFO : Epoch 970 | loss: 0.0308991 | val_loss: 0.0310445 | Time: 2380.98 ms [2021-01-21 14:44:17 main:574] : INFO : Epoch 971 | loss: 0.0309078 | val_loss: 0.0310526 | Time: 2356.14 ms [2021-01-21 14:44:19 main:574] : INFO : Epoch 972 | loss: 0.030941 | val_loss: 0.0310518 | Time: 2302.36 ms [2021-01-21 14:44:21 main:574] : INFO : Epoch 973 | loss: 0.0309305 | val_loss: 0.0310371 | Time: 2354.51 ms [2021-01-21 14:44:24 main:574] : INFO : Epoch 974 | loss: 0.0309346 | val_loss: 0.0310425 | Time: 2326.73 ms [2021-01-21 14:44:26 main:574] : INFO : Epoch 975 | loss: 0.0309227 | val_loss: 0.0310604 | Time: 2304.84 ms [2021-01-21 14:44:28 main:574] : INFO : Epoch 976 | loss: 0.0308989 | val_loss: 0.0310557 | Time: 2256.77 ms [2021-01-21 14:44:31 main:574] : INFO : Epoch 977 | loss: 0.0308962 | val_loss: 0.0310477 | Time: 2418.39 ms [2021-01-21 14:44:33 main:574] : INFO : Epoch 978 | loss: 0.0309185 | val_loss: 0.0310538 | Time: 2334.29 ms [2021-01-21 14:44:36 main:574] : INFO : Epoch 979 | loss: 0.0309127 | val_loss: 0.0310455 | Time: 2250.46 ms [2021-01-21 14:44:38 main:574] : INFO : Epoch 980 | loss: 0.030905 | val_loss: 0.03106 | Time: 2284.39 ms [2021-01-21 14:44:40 main:574] : INFO : Epoch 981 | loss: 0.0309009 | val_loss: 0.031048 | Time: 2320.43 ms [2021-01-21 14:44:42 main:574] : INFO : Epoch 982 | loss: 0.0309035 | val_loss: 0.0310612 | Time: 2244.84 ms [2021-01-21 14:44:45 main:574] : INFO : Epoch 983 | loss: 0.0308939 | val_loss: 0.0310591 | Time: 2358.12 ms [2021-01-21 14:44:47 main:574] : INFO : Epoch 984 | loss: 0.0308903 | val_loss: 0.0310602 | Time: 2320.52 ms [2021-01-21 14:44:50 main:574] : INFO : Epoch 985 | loss: 0.0308893 | val_loss: 0.0310629 | Time: 2272.24 ms [2021-01-21 14:44:52 main:574] : INFO : Epoch 986 | loss: 0.0309043 | val_loss: 0.0310411 | Time: 2361.25 ms [2021-01-21 14:44:54 main:574] : INFO : Epoch 987 | loss: 0.0309068 | val_loss: 0.0310422 | Time: 2276.21 ms [2021-01-21 14:44:57 main:574] : INFO : Epoch 988 | loss: 0.030897 | val_loss: 0.0310574 | Time: 2388 ms [2021-01-21 14:44:59 main:574] : INFO : Epoch 989 | loss: 0.0308876 | val_loss: 0.0310489 | Time: 2373.98 ms [2021-01-21 14:45:02 main:574] : INFO : Epoch 990 | loss: 0.0308868 | val_loss: 0.0310473 | Time: 2436.78 ms [2021-01-21 14:45:04 main:574] : INFO : Epoch 991 | loss: 0.0308803 | val_loss: 0.0310415 | Time: 2408.8 ms [2021-01-21 14:45:07 main:574] : INFO : Epoch 992 | loss: 0.0308836 | val_loss: 0.0310494 | Time: 2391.04 ms [2021-01-21 14:45:09 main:574] : INFO : Epoch 993 | loss: 0.0308849 | val_loss: 0.0310355 | Time: 2304.03 ms [2021-01-21 14:45:11 main:574] : INFO : Epoch 994 | loss: 0.0308824 | val_loss: 0.0310516 | Time: 2382.29 ms [2021-01-21 14:45:14 main:574] : INFO : Epoch 995 | loss: 0.0308845 | val_loss: 0.0310415 | Time: 2413.13 ms [2021-01-21 14:45:16 main:574] : INFO : Epoch 996 | loss: 0.0308787 | val_loss: 0.0310532 | Time: 2271.16 ms [2021-01-21 14:45:18 main:574] : INFO : Epoch 997 | loss: 0.0308818 | val_loss: 0.0310612 | Time: 2368.41 ms [2021-01-21 14:45:21 main:574] : INFO : Epoch 998 | loss: 0.030889 | val_loss: 0.0310511 | Time: 2361.01 ms [2021-01-21 14:45:23 main:574] : INFO : Epoch 999 | loss: 0.0308896 | val_loss: 0.0310433 | Time: 2280.29 ms [2021-01-21 14:45:26 main:574] : INFO : Epoch 1000 | loss: 0.0308837 | val_loss: 0.0310485 | Time: 2388.8 ms [2021-01-21 14:45:28 main:574] : INFO : Epoch 1001 | loss: 0.0308853 | val_loss: 0.0310501 | Time: 2299.59 ms [2021-01-21 14:45:30 main:574] : INFO : Epoch 1002 | loss: 0.0308839 | val_loss: 0.0310477 | Time: 2392.48 ms [2021-01-21 14:45:33 main:574] : INFO : Epoch 1003 | loss: 0.0308823 | val_loss: 0.0310509 | Time: 2265.65 ms [2021-01-21 14:45:35 main:574] : INFO : Epoch 1004 | loss: 0.0308784 | val_loss: 0.0310565 | Time: 2392.31 ms [2021-01-21 14:45:38 main:574] : INFO : Epoch 1005 | loss: 0.0309103 | val_loss: 0.0310474 | Time: 2376.67 ms [2021-01-21 14:45:40 main:574] : INFO : Epoch 1006 | loss: 0.0309306 | val_loss: 0.0310373 | Time: 2286.63 ms [2021-01-21 14:45:43 main:574] : INFO : Epoch 1007 | loss: 0.030916 | val_loss: 0.031055 | Time: 2375.37 ms [2021-01-21 14:45:45 main:574] : INFO : Epoch 1008 | loss: 0.0309187 | val_loss: 0.0310422 | Time: 2436.49 ms [2021-01-21 14:45:47 main:574] : INFO : Epoch 1009 | loss: 0.0308978 | val_loss: 0.0310427 | Time: 2326.7 ms [2021-01-21 14:45:50 main:574] : INFO : Epoch 1010 | loss: 0.030883 | val_loss: 0.0310539 | Time: 2404.68 ms [2021-01-21 14:45:52 main:574] : INFO : Epoch 1011 | loss: 0.0308862 | val_loss: 0.0310481 | Time: 2637.33 ms [2021-01-21 14:45:55 main:574] : INFO : Epoch 1012 | loss: 0.0308806 | val_loss: 0.0310522 | Time: 2386.46 ms [2021-01-21 14:45:57 main:574] : INFO : Epoch 1013 | loss: 0.0308812 | val_loss: 0.0310474 | Time: 2353.61 ms [2021-01-21 14:46:00 main:574] : INFO : Epoch 1014 | loss: 0.0308858 | val_loss: 0.0310502 | Time: 2491.8 ms [2021-01-21 14:46:02 main:574] : INFO : Epoch 1015 | loss: 0.0308826 | val_loss: 0.0310392 | Time: 2477.91 ms [2021-01-21 14:46:05 main:574] : INFO : Epoch 1016 | loss: 0.0308841 | val_loss: 0.0310432 | Time: 2414.43 ms [2021-01-21 14:46:07 main:574] : INFO : Epoch 1017 | loss: 0.0308888 | val_loss: 0.0310523 | Time: 2404.39 ms [2021-01-21 14:46:10 main:574] : INFO : Epoch 1018 | loss: 0.0308956 | val_loss: 0.0310451 | Time: 2590.2 ms [2021-01-21 14:46:12 main:574] : INFO : Epoch 1019 | loss: 0.0308875 | val_loss: 0.031039 | Time: 2269.78 ms [2021-01-21 14:46:15 main:574] : INFO : Epoch 1020 | loss: 0.0308859 | val_loss: 0.0310522 | Time: 2429.23 ms [2021-01-21 14:46:17 main:574] : INFO : Epoch 1021 | loss: 0.0308959 | val_loss: 0.031033 | Time: 2649.83 ms [2021-01-21 14:46:20 main:574] : INFO : Epoch 1022 | loss: 0.0309188 | val_loss: 0.0310471 | Time: 2462.7 ms [2021-01-21 14:46:22 main:574] : INFO : Epoch 1023 | loss: 0.0309036 | val_loss: 0.0310295 | Time: 2424.7 ms [2021-01-21 14:46:25 main:574] : INFO : Epoch 1024 | loss: 0.0309487 | val_loss: 0.0310474 | Time: 2361.34 ms [2021-01-21 14:46:25 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0310474 [2021-01-21 14:46:25 main:603] : INFO : Saving end state to config to file [2021-01-21 14:46:25 main:608] : INFO : Success, exiting.. 14:46:25 (10596): 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)