Task 3745318
| Name | ParityMachine-1606531329-24652-10_0 |
| Workunit | 1924634 |
| Created | 20 Jan 2021, 20:10:21 UTC |
| Sent | 21 Jan 2021, 19:07:42 UTC |
| Report deadline | 28 Jan 2021, 19:07:42 UTC |
| Received | 21 Jan 2021, 20:55:30 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2880 |
| Run time | 39 min 21 sec |
| CPU time | 36 min 38 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 6,467.44 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.64 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> : INFO : Epoch 514 | loss: 0.031207 | val_loss: 0.0312137 | Time: 2239.64 ms [2021-01-21 11:35:37 main:574] : INFO : Epoch 515 | loss: 0.0312076 | val_loss: 0.0312124 | Time: 2294.31 ms [2021-01-21 11:35:39 main:574] : INFO : Epoch 516 | loss: 0.0312081 | val_loss: 0.0312161 | Time: 2187.52 ms [2021-01-21 11:35:41 main:574] : INFO : Epoch 517 | loss: 0.0312067 | val_loss: 0.0312104 | Time: 2207.27 ms [2021-01-21 11:35:43 main:574] : INFO : Epoch 518 | loss: 0.0312068 | val_loss: 0.0312122 | Time: 2235.61 ms [2021-01-21 11:35:46 main:574] : INFO : Epoch 519 | loss: 0.0312058 | val_loss: 0.03121 | Time: 2259.1 ms [2021-01-21 11:35:48 main:574] : INFO : Epoch 520 | loss: 0.0312052 | val_loss: 0.031212 | Time: 2286.37 ms [2021-01-21 11:35:50 main:574] : INFO : Epoch 521 | loss: 0.0312062 | val_loss: 0.0312116 | Time: 2471.1 ms [2021-01-21 11:35:53 main:574] : INFO : Epoch 522 | loss: 0.031206 | val_loss: 0.0312107 | Time: 2214.5 ms [2021-01-21 11:35:55 main:574] : INFO : Epoch 523 | loss: 0.0312044 | val_loss: 0.0312095 | Time: 2304.02 ms [2021-01-21 11:35:57 main:574] : INFO : Epoch 524 | loss: 0.0312041 | val_loss: 0.0312096 | Time: 2240.83 ms [2021-01-21 11:36:00 main:574] : INFO : Epoch 525 | loss: 0.031204 | val_loss: 0.03121 | Time: 2300.8 ms [2021-01-21 11:36:02 main:574] : INFO : Epoch 526 | loss: 0.0312042 | val_loss: 0.0312092 | Time: 2228.04 ms [2021-01-21 11:36:04 main:574] : INFO : Epoch 527 | loss: 0.0312057 | val_loss: 0.0312106 | Time: 2199.1 ms [2021-01-21 11:36:06 main:574] : INFO : Epoch 528 | loss: 0.0312072 | val_loss: 0.0312106 | Time: 2200.91 ms [2021-01-21 11:36:09 main:574] : INFO : Epoch 529 | loss: 0.0312061 | val_loss: 0.03121 | Time: 2215.8 ms [2021-01-21 11:36:11 main:574] : INFO : Epoch 530 | loss: 0.031206 | val_loss: 0.0312101 | Time: 2275.55 ms [2021-01-21 11:36:13 main:574] : INFO : Epoch 531 | loss: 0.0312063 | val_loss: 0.0312115 | Time: 2193.62 ms [2021-01-21 11:36:16 main:574] : INFO : Epoch 532 | loss: 0.0312067 | val_loss: 0.0312088 | Time: 2364.81 ms [2021-01-21 11:36:18 main:574] : INFO : Epoch 533 | loss: 0.0312063 | val_loss: 0.0312089 | Time: 2209.08 ms [2021-01-21 11:36:20 main:574] : INFO : Epoch 534 | loss: 0.0312055 | val_loss: 0.0312076 | Time: 2347.37 ms [2021-01-21 11:36:22 main:574] : INFO : Epoch 535 | loss: 0.0312076 | val_loss: 0.0312102 | Time: 2259.7 ms [2021-01-21 11:36:25 main:574] : INFO : Epoch 536 | loss: 0.0312078 | val_loss: 0.0312093 | Time: 2179.88 ms [2021-01-21 11:36:27 main:574] : INFO : Epoch 537 | loss: 0.0312073 | val_loss: 0.0312095 | Time: 2204.81 ms [2021-01-21 11:36:29 main:574] : INFO : Epoch 538 | loss: 0.0312063 | val_loss: 0.0312079 | Time: 2359.44 ms [2021-01-21 11:36:31 main:574] : INFO : Epoch 539 | loss: 0.0312054 | val_loss: 0.0312072 | Time: 2167.29 ms [2021-01-21 11:36:34 main:574] : INFO : Epoch 540 | loss: 0.031205 | val_loss: 0.0312074 | Time: 2240.05 ms [2021-01-21 11:36:36 main:574] : INFO : Epoch 541 | loss: 0.0312045 | val_loss: 0.0312068 | Time: 2207.25 ms [2021-01-21 11:36:38 main:574] : INFO : Epoch 542 | loss: 0.0312046 | val_loss: 0.0312068 | Time: 2260.88 ms [2021-01-21 11:36:40 main:574] : INFO : Epoch 543 | loss: 0.0312089 | val_loss: 0.0312147 | Time: 2213.92 ms [2021-01-21 11:36:43 main:574] : INFO : Epoch 544 | loss: 0.0312065 | val_loss: 0.031209 | Time: 2195.92 ms [2021-01-21 11:36:45 main:574] : INFO : Epoch 545 | loss: 0.0312034 | val_loss: 0.0312069 | Time: 2198.56 ms [2021-01-21 11:36:47 main:574] : INFO : Epoch 546 | loss: 0.0312048 | val_loss: 0.0312106 | Time: 2210.87 ms [2021-01-21 11:36:49 main:574] : INFO : Epoch 547 | loss: 0.0312069 | val_loss: 0.0312142 | Time: 2226.93 ms [2021-01-21 11:36:52 main:574] : INFO : Epoch 548 | loss: 0.0312066 | val_loss: 0.0312084 | Time: 2280.62 ms [2021-01-21 11:36:54 main:574] : INFO : Epoch 549 | loss: 0.0312036 | val_loss: 0.0312064 | Time: 2275.61 ms [2021-01-21 11:36:56 main:574] : INFO : Epoch 550 | loss: 0.0312032 | val_loss: 0.0312066 | Time: 2171.85 ms [2021-01-21 11:36:58 main:574] : INFO : Epoch 551 | loss: 0.0312025 | val_loss: 0.0312071 | Time: 2202.39 ms [2021-01-21 11:37:01 main:574] : INFO : Epoch 552 | loss: 0.0312026 | val_loss: 0.0312084 | Time: 2232.79 ms [2021-01-21 11:37:03 main:574] : INFO : Epoch 553 | loss: 0.0312037 | val_loss: 0.0312101 | Time: 2306.59 ms [2021-01-21 11:37:05 main:574] : INFO : Epoch 554 | loss: 0.0312032 | val_loss: 0.031206 | Time: 2234.32 ms [2021-01-21 11:37:08 main:574] : INFO : Epoch 555 | loss: 0.0312056 | val_loss: 0.0312088 | Time: 2295.99 ms [2021-01-21 11:37:10 main:574] : INFO : Epoch 556 | loss: 0.0312039 | val_loss: 0.0312083 | Time: 2251.57 ms [2021-01-21 11:37:12 main:574] : INFO : Epoch 557 | loss: 0.0312026 | val_loss: 0.0312063 | Time: 2181.84 ms [2021-01-21 11:37:14 main:574] : INFO : Epoch 558 | loss: 0.0312032 | val_loss: 0.0312083 | Time: 2318.09 ms [2021-01-21 11:37:17 main:574] : INFO : Epoch 559 | loss: 0.0312031 | val_loss: 0.0312069 | Time: 2224.18 ms [2021-01-21 11:37:19 main:574] : INFO : Epoch 560 | loss: 0.031206 | val_loss: 0.0312158 | Time: 2255.03 ms [2021-01-21 11:37:21 main:574] : INFO : Epoch 561 | loss: 0.0312083 | val_loss: 0.0312151 | Time: 2247.54 ms [2021-01-21 11:37:23 main:574] : INFO : Epoch 562 | loss: 0.0312055 | val_loss: 0.0312094 | Time: 2205.74 ms [2021-01-21 11:37:26 main:574] : INFO : Epoch 563 | loss: 0.0312034 | val_loss: 0.0312084 | Time: 2265.02 ms [2021-01-21 11:37:28 main:574] : INFO : Epoch 564 | loss: 0.0312042 | val_loss: 0.0312102 | Time: 2238.56 ms [2021-01-21 11:37:30 main:574] : INFO : Epoch 565 | loss: 0.031203 | val_loss: 0.0312074 | Time: 2219.94 ms [2021-01-21 11:37:32 main:574] : INFO : Epoch 566 | loss: 0.0312017 | val_loss: 0.0312079 | Time: 2217.13 ms [2021-01-21 11:37:35 main:574] : INFO : Epoch 567 | loss: 0.0312037 | val_loss: 0.0312091 | Time: 2215.6 ms [2021-01-21 11:37:37 main:574] : INFO : Epoch 568 | loss: 0.0312041 | val_loss: 0.0312062 | Time: 2280.44 ms [2021-01-21 11:37:39 main:574] : INFO : Epoch 569 | loss: 0.031203 | val_loss: 0.0312057 | Time: 2236.95 ms [2021-01-21 11:37:42 main:574] : INFO : Epoch 570 | loss: 0.0312027 | val_loss: 0.0312075 | Time: 2204.53 ms [2021-01-21 11:37:44 main:574] : INFO : Epoch 571 | loss: 0.0312039 | val_loss: 0.0312078 | Time: 2267.6 ms [2021-01-21 11:37:46 main:574] : INFO : Epoch 572 | loss: 0.0312022 | val_loss: 0.0312077 | Time: 2228.04 ms [2021-01-21 11:37:48 main:574] : INFO : Epoch 573 | loss: 0.031203 | val_loss: 0.0312069 | Time: 2165.69 ms [2021-01-21 11:37:50 main:574] : INFO : Epoch 574 | loss: 0.0312014 | val_loss: 0.0312074 | Time: 2195.4 ms [2021-01-21 11:37:53 main:574] : INFO : Epoch 575 | loss: 0.0312013 | val_loss: 0.0312065 | Time: 2271.21 ms [2021-01-21 11:37:55 main:574] : INFO : Epoch 576 | loss: 0.0312006 | val_loss: 0.0312079 | Time: 2285.41 ms [2021-01-21 11:37:57 main:574] : INFO : Epoch 577 | loss: 0.0312048 | val_loss: 0.0312062 | Time: 2252.17 ms [2021-01-21 11:38:00 main:574] : INFO : Epoch 578 | loss: 0.0312024 | val_loss: 0.0312064 | Time: 2292.63 ms [2021-01-21 11:38:02 main:574] : INFO : Epoch 579 | loss: 0.0312052 | val_loss: 0.0312075 | Time: 2343.7 ms [2021-01-21 11:38:04 main:574] : INFO : Epoch 580 | loss: 0.0312017 | val_loss: 0.0312078 | Time: 2197.44 ms [2021-01-21 11:38:07 main:574] : INFO : Epoch 581 | loss: 0.0312009 | val_loss: 0.0312058 | Time: 2325.8 ms [2021-01-21 11:38:09 main:574] : INFO : Epoch 582 | loss: 0.0312 | val_loss: 0.0312054 | Time: 2311.06 ms [2021-01-21 11:38:11 main:574] : INFO : Epoch 583 | loss: 0.0312009 | val_loss: 0.0312065 | Time: 2277.34 ms [2021-01-21 11:38:14 main:574] : INFO : Epoch 584 | loss: 0.0312031 | val_loss: 0.0312126 | Time: 2234.59 ms [2021-01-21 11:38:16 main:574] : INFO : Epoch 585 | loss: 0.0312019 | val_loss: 0.0312069 | Time: 2311.8 ms [2021-01-21 11:38:18 main:574] : INFO : Epoch 586 | loss: 0.0312019 | val_loss: 0.0312185 | Time: 2258.34 ms [2021-01-21 11:38:20 main:574] : INFO : Epoch 587 | loss: 0.0312066 | val_loss: 0.0312138 | Time: 2242.91 ms [2021-01-21 11:38:23 main:574] : INFO : Epoch 588 | loss: 0.0312013 | val_loss: 0.0312071 | Time: 2224.75 ms [2021-01-21 11:38:25 main:574] : INFO : Epoch 589 | loss: 0.0312003 | val_loss: 0.0312065 | Time: 2225.62 ms [2021-01-21 11:38:27 main:574] : INFO : Epoch 590 | loss: 0.0312008 | val_loss: 0.0312058 | Time: 2295.79 ms [2021-01-21 11:38:30 main:574] : INFO : Epoch 591 | loss: 0.0311997 | val_loss: 0.0312059 | Time: 2229.25 ms [2021-01-21 11:38:32 main:574] : INFO : Epoch 592 | loss: 0.0311998 | val_loss: 0.0312069 | Time: 2249.04 ms [2021-01-21 11:38:34 main:574] : INFO : Epoch 593 | loss: 0.0311997 | val_loss: 0.0312054 | Time: 2262.83 ms [2021-01-21 11:38:36 main:574] : INFO : Epoch 594 | loss: 0.0311997 | val_loss: 0.0312063 | Time: 2194.73 ms [2021-01-21 11:38:39 main:574] : INFO : Epoch 595 | loss: 0.0311995 | val_loss: 0.0312064 | Time: 2200.01 ms [2021-01-21 11:38:41 main:574] : INFO : Epoch 596 | loss: 0.0312 | val_loss: 0.0312079 | Time: 2261.5 ms [2021-01-21 11:38:43 main:574] : INFO : Epoch 597 | loss: 0.0311991 | val_loss: 0.0312067 | Time: 2251.11 ms [2021-01-21 11:38:45 main:574] : INFO : Epoch 598 | loss: 0.0312003 | val_loss: 0.0312125 | Time: 2269.43 ms [2021-01-21 11:38:48 main:574] : INFO : Epoch 599 | loss: 0.0312038 | val_loss: 0.0312055 | Time: 2222.35 ms [2021-01-21 11:38:50 main:574] : INFO : Epoch 600 | loss: 0.0312007 | val_loss: 0.0312057 | Time: 2236.46 ms [2021-01-21 11:38:52 main:574] : INFO : Epoch 601 | loss: 0.0312001 | val_loss: 0.0312053 | Time: 2189.59 ms [2021-01-21 11:38:54 main:574] : INFO : Epoch 602 | loss: 0.0311992 | val_loss: 0.0312073 | Time: 2214.35 ms [2021-01-21 11:38:57 main:574] : INFO : Epoch 603 | loss: 0.0311998 | val_loss: 0.0312048 | Time: 2297.34 ms [2021-01-21 11:38:59 main:574] : INFO : Epoch 604 | loss: 0.0311986 | val_loss: 0.0312096 | Time: 2214.55 ms [2021-01-21 11:39:01 main:574] : INFO : Epoch 605 | loss: 0.0311996 | val_loss: 0.0312043 | Time: 2210.98 ms [2021-01-21 11:39:03 main:574] : INFO : Epoch 606 | loss: 0.0312 | val_loss: 0.0312058 | Time: 2243.97 ms [2021-01-21 11:39:06 main:574] : INFO : Epoch 607 | loss: 0.0311982 | val_loss: 0.0312039 | Time: 2154.71 ms [2021-01-21 11:39:08 main:574] : INFO : Epoch 608 | loss: 0.0312 | val_loss: 0.0312046 | Time: 2223.81 ms [2021-01-21 11:39:10 main:574] : INFO : Epoch 609 | loss: 0.0312003 | val_loss: 0.031206 | Time: 2244.9 ms [2021-01-21 11:39:12 main:574] : INFO : Epoch 610 | loss: 0.031199 | val_loss: 0.0312053 | Time: 2254.24 ms [2021-01-21 11:39:15 main:574] : INFO : Epoch 611 | loss: 0.0311991 | val_loss: 0.0312049 | Time: 2231.94 ms [2021-01-21 11:39:17 main:574] : INFO : Epoch 612 | loss: 0.0311988 | val_loss: 0.0312042 | Time: 2223.54 ms [2021-01-21 11:39:19 main:574] : INFO : Epoch 613 | loss: 0.0311982 | val_loss: 0.031204 | Time: 2213.84 ms [2021-01-21 11:39:21 main:574] : INFO : Epoch 614 | loss: 0.0311982 | val_loss: 0.0312041 | Time: 2311.76 ms [2021-01-21 11:39:24 main:574] : INFO : Epoch 615 | loss: 0.0311972 | val_loss: 0.0312045 | Time: 2294.53 ms [2021-01-21 11:39:26 main:574] : INFO : Epoch 616 | loss: 0.0311991 | val_loss: 0.0312044 | Time: 2260.2 ms [2021-01-21 11:39:28 main:574] : INFO : Epoch 617 | loss: 0.0311977 | val_loss: 0.0312043 | Time: 2252.88 ms [2021-01-21 11:39:31 main:574] : INFO : Epoch 618 | loss: 0.0311977 | val_loss: 0.031205 | Time: 2197.58 ms [2021-01-21 11:39:33 main:574] : INFO : Epoch 619 | loss: 0.0311975 | val_loss: 0.0312069 | Time: 2254.05 ms [2021-01-21 11:39:35 main:574] : INFO : Epoch 620 | loss: 0.0311979 | val_loss: 0.0312025 | Time: 2204.06 ms [2021-01-21 11:39:37 main:574] : INFO : Epoch 621 | loss: 0.0311991 | val_loss: 0.0312068 | Time: 2244.43 ms [2021-01-21 11:39:40 main:574] : INFO : Epoch 622 | loss: 0.0311979 | val_loss: 0.0312057 | Time: 2181.31 ms [2021-01-21 11:39:42 main:574] : INFO : Epoch 623 | loss: 0.0311972 | val_loss: 0.0312046 | Time: 2208.82 ms [2021-01-21 11:39:44 main:574] : INFO : Epoch 624 | loss: 0.0311979 | val_loss: 0.0312039 | Time: 2281.65 ms [2021-01-21 11:39:46 main:574] : INFO : Epoch 625 | loss: 0.0311968 | val_loss: 0.0312055 | Time: 2234.07 ms [2021-01-21 11:39:49 main:574] : INFO : Epoch 626 | loss: 0.031197 | val_loss: 0.0312039 | Time: 2203.28 ms [2021-01-21 11:39:51 main:574] : INFO : Epoch 627 | loss: 0.0311982 | val_loss: 0.0312033 | Time: 2240.55 ms [2021-01-21 11:39:53 main:574] : INFO : Epoch 628 | loss: 0.0311971 | val_loss: 0.0312055 | Time: 2222.72 ms [2021-01-21 11:39:55 main:574] : INFO : Epoch 629 | loss: 0.031197 | val_loss: 0.0312062 | Time: 2203.41 ms [2021-01-21 11:39:58 main:574] : INFO : Epoch 630 | loss: 0.0311977 | val_loss: 0.0312096 | Time: 2224.8 ms [2021-01-21 11:40:00 main:574] : INFO : Epoch 631 | loss: 0.0311976 | val_loss: 0.0312049 | Time: 2211.37 ms [2021-01-21 11:40:02 main:574] : INFO : Epoch 632 | loss: 0.0311969 | val_loss: 0.0312032 | Time: 2299.2 ms [2021-01-21 11:40:04 main:574] : INFO : Epoch 633 | loss: 0.0311963 | val_loss: 0.0312027 | Time: 2197.73 ms [2021-01-21 11:40:07 main:574] : INFO : Epoch 634 | loss: 0.031197 | val_loss: 0.0312036 | Time: 2231.21 ms [2021-01-21 11:40:09 main:574] : INFO : Epoch 635 | loss: 0.0311968 | val_loss: 0.0312027 | Time: 2240.69 ms [2021-01-21 11:40:11 main:574] : INFO : Epoch 636 | loss: 0.0311969 | val_loss: 0.0312049 | Time: 2273.96 ms [2021-01-21 11:40:14 main:574] : INFO : Epoch 637 | loss: 0.0311968 | val_loss: 0.0312036 | Time: 2197.2 ms [2021-01-21 11:40:16 main:574] : INFO : Epoch 638 | loss: 0.0311956 | val_loss: 0.0312028 | Time: 2221.65 ms [2021-01-21 11:40:18 main:574] : INFO : Epoch 639 | loss: 0.0311962 | val_loss: 0.0312018 | Time: 2170 ms [2021-01-21 11:40:20 main:574] : INFO : Epoch 640 | loss: 0.0311958 | val_loss: 0.0312026 | Time: 2251.28 ms [2021-01-21 11:40:22 main:574] : INFO : Epoch 641 | loss: 0.031196 | val_loss: 0.031206 | Time: 2130.76 ms [2021-01-21 11:40:25 main:574] : INFO : Epoch 642 | loss: 0.0311969 | val_loss: 0.0312031 | Time: 2215.67 ms [2021-01-21 11:40:27 main:574] : INFO : Epoch 643 | loss: 0.0311959 | val_loss: 0.0312035 | Time: 2217.71 ms [2021-01-21 11:40:29 main:574] : INFO : Epoch 644 | loss: 0.0311949 | val_loss: 0.0312034 | Time: 2231.71 ms [2021-01-21 11:40:31 main:574] : INFO : Epoch 645 | loss: 0.0312002 | val_loss: 0.0312042 | Time: 2196.11 ms [2021-01-21 11:40:34 main:574] : INFO : Epoch 646 | loss: 0.031197 | val_loss: 0.0312097 | Time: 2224.74 ms [2021-01-21 11:40:36 main:574] : INFO : Epoch 647 | loss: 0.0311981 | val_loss: 0.0312055 | Time: 2125.88 ms [2021-01-21 11:40:38 main:574] : INFO : Epoch 648 | loss: 0.0311956 | val_loss: 0.0312036 | Time: 2208.63 ms [2021-01-21 11:40:40 main:574] : INFO : Epoch 649 | loss: 0.0311965 | val_loss: 0.0312163 | Time: 2163.74 ms [2021-01-21 11:40:42 main:574] : INFO : Epoch 650 | loss: 0.0311992 | val_loss: 0.031206 | Time: 2225.83 ms [2021-01-21 11:40:45 main:574] : INFO : Epoch 651 | loss: 0.0311951 | val_loss: 0.0312039 | Time: 2170.27 ms [2021-01-21 11:40:47 main:574] : INFO : Epoch 652 | loss: 0.0311949 | val_loss: 0.0312027 | Time: 2146.86 ms [2021-01-21 11:40:49 main:574] : INFO : Epoch 653 | loss: 0.0311974 | val_loss: 0.0312112 | Time: 2195.16 ms [2021-01-21 11:40:51 main:574] : INFO : Epoch 654 | loss: 0.0312027 | val_loss: 0.0312046 | Time: 2104.21 ms [2021-01-21 11:40:53 main:574] : INFO : Epoch 655 | loss: 0.0311968 | val_loss: 0.0312041 | Time: 2166.03 ms [2021-01-21 11:40:56 main:574] : INFO : Epoch 656 | loss: 0.031196 | val_loss: 0.0312036 | Time: 2230.41 ms [2021-01-21 11:40:58 main:574] : INFO : Epoch 657 | loss: 0.0311948 | val_loss: 0.0312043 | Time: 2209.76 ms [2021-01-21 11:41:00 main:574] : INFO : Epoch 658 | loss: 0.0311965 | val_loss: 0.0312033 | Time: 2209.62 ms [2021-01-21 11:41:02 main:574] : INFO : Epoch 659 | loss: 0.0311966 | val_loss: 0.0312063 | Time: 2275.74 ms [2021-01-21 11:41:05 main:574] : INFO : Epoch 660 | loss: 0.0311989 | val_loss: 0.0312201 | Time: 2271.37 ms [2021-01-21 11:41:07 main:574] : INFO : Epoch 661 | loss: 0.0312051 | val_loss: 0.0312074 | Time: 2359.74 ms [2021-01-21 11:41:09 main:574] : INFO : Epoch 662 | loss: 0.0311957 | val_loss: 0.0312035 | Time: 2289.98 ms [2021-01-21 11:41:12 main:574] : INFO : Epoch 663 | loss: 0.031196 | val_loss: 0.0312041 | Time: 2246.81 ms [2021-01-21 11:41:14 main:574] : INFO : Epoch 664 | loss: 0.0311973 | val_loss: 0.0312031 | Time: 2290.65 ms [2021-01-21 11:41:16 main:574] : INFO : Epoch 665 | loss: 0.0311979 | val_loss: 0.0312031 | Time: 2205.59 ms [2021-01-21 11:41:18 main:574] : INFO : Epoch 666 | loss: 0.0311958 | val_loss: 0.0312025 | Time: 2199.88 ms [2021-01-21 11:41:21 main:574] : INFO : Epoch 667 | loss: 0.0311946 | val_loss: 0.0312047 | Time: 2135.47 ms [2021-01-21 11:41:23 main:574] : INFO : Epoch 668 | loss: 0.0311951 | val_loss: 0.0312037 | Time: 2165.33 ms [2021-01-21 11:41:25 main:574] : INFO : Epoch 669 | loss: 0.0311964 | val_loss: 0.0312076 | Time: 2138.01 ms [2021-01-21 11:41:27 main:574] : INFO : Epoch 670 | loss: 0.0311967 | val_loss: 0.0312029 | Time: 2207.46 ms [2021-01-21 11:41:30 main:574] : INFO : Epoch 671 | loss: 0.0311958 | val_loss: 0.0312025 | Time: 2303.96 ms [2021-01-21 11:41:32 main:574] : INFO : Epoch 672 | loss: 0.0311958 | val_loss: 0.0312024 | Time: 2263.65 ms [2021-01-21 11:41:34 main:574] : INFO : Epoch 673 | loss: 0.0311955 | val_loss: 0.0312021 | Time: 2172.89 ms [2021-01-21 11:41:36 main:574] : INFO : Epoch 674 | loss: 0.0311966 | val_loss: 0.0312059 | Time: 2186.47 ms [2021-01-21 11:41:38 main:574] : INFO : Epoch 675 | loss: 0.0311975 | val_loss: 0.0312125 | Time: 2182.39 ms [2021-01-21 11:41:41 main:574] : INFO : Epoch 676 | loss: 0.0311954 | val_loss: 0.0312025 | Time: 2163 ms [2021-01-21 11:41:43 main:574] : INFO : Epoch 677 | loss: 0.0311942 | val_loss: 0.0312022 | Time: 2203.54 ms [2021-01-21 11:41:45 main:574] : INFO : Epoch 678 | loss: 0.031195 | val_loss: 0.0312085 | Time: 2267.49 ms [2021-01-21 11:41:48 main:574] : INFO : Epoch 679 | loss: 0.0311959 | val_loss: 0.0312036 | Time: 2239.03 ms [2021-01-21 11:41:50 main:574] : INFO : Epoch 680 | loss: 0.0311951 | val_loss: 0.0312049 | Time: 2217.85 ms [2021-01-21 11:41:52 main:574] : INFO : Epoch 681 | loss: 0.0311962 | val_loss: 0.0312054 | Time: 2293.77 ms [2021-01-21 11:41:54 main:574] : INFO : Epoch 682 | loss: 0.0311958 | val_loss: 0.0312089 | Time: 2237.86 ms [2021-01-21 11:41:57 main:574] : INFO : Epoch 683 | loss: 0.0311968 | val_loss: 0.031205 | Time: 2255.78 ms [2021-01-21 11:41:59 main:574] : INFO : Epoch 684 | loss: 0.0311965 | val_loss: 0.0312019 | Time: 2197.43 ms [2021-01-21 11:42:01 main:574] : INFO : Epoch 685 | loss: 0.0311951 | val_loss: 0.0312022 | Time: 2272.9 ms [2021-01-21 11:42:03 main:574] : INFO : Epoch 686 | loss: 0.0311935 | val_loss: 0.0312048 | Time: 2250.07 ms [2021-01-21 11:42:06 main:574] : INFO : Epoch 687 | loss: 0.0311953 | val_loss: 0.0312022 | Time: 2209.07 ms [2021-01-21 11:42:08 main:574] : INFO : Epoch 688 | loss: 0.0311962 | val_loss: 0.0312023 | Time: 2189.03 ms [2021-01-21 11:42:10 main:574] : INFO : Epoch 689 | loss: 0.0311973 | val_loss: 0.0312023 | Time: 2178.18 ms [2021-01-21 11:42:12 main:574] : INFO : Epoch 690 | loss: 0.0311942 | val_loss: 0.0312015 | Time: 2177.19 ms [2021-01-21 11:42:14 main:574] : INFO : Epoch 691 | loss: 0.0311945 | val_loss: 0.0312029 | Time: 2137.86 ms [2021-01-21 11:42:17 main:574] : INFO : Epoch 692 | loss: 0.0311943 | val_loss: 0.0312032 | Time: 2231.57 ms [2021-01-21 11:42:19 main:574] : INFO : Epoch 693 | loss: 0.0311954 | val_loss: 0.031205 | Time: 2199.33 ms [2021-01-21 11:42:21 main:574] : INFO : Epoch 694 | loss: 0.0311946 | val_loss: 0.0312019 | Time: 2181.32 ms [2021-01-21 11:42:23 main:574] : INFO : Epoch 695 | loss: 0.0311941 | val_loss: 0.0312026 | Time: 2196.69 ms [2021-01-21 11:42:26 main:574] : INFO : Epoch 696 | loss: 0.0311959 | val_loss: 0.0312047 | Time: 2209.28 ms [2021-01-21 11:42:28 main:574] : INFO : Epoch 697 | loss: 0.0311969 | val_loss: 0.0312027 | Time: 2253.14 ms [2021-01-21 11:42:30 main:574] : INFO : Epoch 698 | loss: 0.0311983 | val_loss: 0.0312047 | Time: 2247.46 ms [2021-01-21 11:42:32 main:574] : INFO : Epoch 699 | loss: 0.0311971 | val_loss: 0.0312022 | Time: 2162 ms [2021-01-21 11:42:35 main:574] : INFO : Epoch 700 | loss: 0.0311955 | val_loss: 0.0312018 | Time: 2220.83 ms [2021-01-21 11:42:37 main:574] : INFO : Epoch 701 | loss: 0.0311953 | val_loss: 0.0312028 | Time: 2261.57 ms [2021-01-21 11:42:39 main:574] : INFO : Epoch 702 | loss: 0.0311975 | val_loss: 0.0312014 | Time: 2242.78 ms [2021-01-21 11:42:41 main:574] : INFO : Epoch 703 | loss: 0.031198 | val_loss: 0.0312074 | Time: 2320.23 ms [2021-01-21 11:42:44 main:574] : INFO : Epoch 704 | loss: 0.0312006 | val_loss: 0.0312053 | Time: 2211.07 ms [2021-01-21 11:42:46 main:574] : INFO : Epoch 705 | loss: 0.0311951 | val_loss: 0.0312021 | Time: 2192.24 ms [2021-01-21 11:42:48 main:574] : INFO : Epoch 706 | loss: 0.0311941 | val_loss: 0.0312022 | Time: 2233.3 ms [2021-01-21 11:42:50 main:574] : INFO : Epoch 707 | loss: 0.0311929 | val_loss: 0.0312009 | Time: 2271.13 ms [2021-01-21 11:42:53 main:574] : INFO : Epoch 708 | loss: 0.0311936 | val_loss: 0.0312036 | Time: 2275.11 ms [2021-01-21 11:42:55 main:574] : INFO : Epoch 709 | loss: 0.031195 | val_loss: 0.0312045 | Time: 2146.15 ms [2021-01-21 11:42:57 main:574] : INFO : Epoch 710 | loss: 0.0311939 | val_loss: 0.0312043 | Time: 2234.43 ms [2021-01-21 11:43:00 main:574] : INFO : Epoch 711 | loss: 0.0311946 | val_loss: 0.0312022 | Time: 2354.46 ms [2021-01-21 11:43:02 main:574] : INFO : Epoch 712 | loss: 0.0311936 | val_loss: 0.0312041 | Time: 2218.17 ms [2021-01-21 11:43:04 main:574] : INFO : Epoch 713 | loss: 0.0311961 | val_loss: 0.0312047 | Time: 2182.36 ms [2021-01-21 11:43:06 main:574] : INFO : Epoch 714 | loss: 0.0311945 | val_loss: 0.0312028 | Time: 2174.17 ms [2021-01-21 11:43:08 main:574] : INFO : Epoch 715 | loss: 0.031193 | val_loss: 0.0312032 | Time: 2285.49 ms [2021-01-21 11:43:11 main:574] : INFO : Epoch 716 | loss: 0.0311931 | val_loss: 0.0312018 | Time: 2196.96 ms [2021-01-21 11:43:13 main:574] : INFO : Epoch 717 | loss: 0.0311948 | val_loss: 0.0312019 | Time: 2114.16 ms [2021-01-21 11:43:15 main:574] : INFO : Epoch 718 | loss: 0.0311938 | val_loss: 0.0312032 | Time: 2212.93 ms [2021-01-21 11:43:17 main:574] : INFO : Epoch 719 | loss: 0.0311951 | val_loss: 0.0312007 | Time: 2231.28 ms [2021-01-21 11:43:20 main:574] : INFO : Epoch 720 | loss: 0.0311957 | val_loss: 0.0312034 | Time: 2252.08 ms [2021-01-21 11:43:22 main:574] : INFO : Epoch 721 | loss: 0.031196 | val_loss: 0.0312031 | Time: 2223.11 ms [2021-01-21 11:43:24 main:574] : INFO : Epoch 722 | loss: 0.0311947 | val_loss: 0.0312024 | Time: 2243.37 ms [2021-01-21 11:43:26 main:574] : INFO : Epoch 723 | loss: 0.0311939 | val_loss: 0.0312026 | Time: 2274.36 ms [2021-01-21 11:43:29 main:574] : INFO : Epoch 724 | loss: 0.0311946 | val_loss: 0.031202 | Time: 2161.17 ms [2021-01-21 11:43:31 main:574] : INFO : Epoch 725 | loss: 0.0311949 | val_loss: 0.0312081 | Time: 2269.58 ms [2021-01-21 11:43:33 main:574] : INFO : Epoch 726 | loss: 0.0311957 | val_loss: 0.0312036 | Time: 2231.66 ms [2021-01-21 11:43:35 main:574] : INFO : Epoch 727 | loss: 0.031195 | val_loss: 0.0312008 | Time: 2189.98 ms [2021-01-21 11:43:38 main:574] : INFO : Epoch 728 | loss: 0.031195 | val_loss: 0.0312018 | Time: 2213.55 ms [2021-01-21 11:43:40 main:574] : INFO : Epoch 729 | loss: 0.031196 | val_loss: 0.0312015 | Time: 2211.09 ms [2021-01-21 11:43:42 main:574] : INFO : Epoch 730 | loss: 0.0311951 | val_loss: 0.0312053 | Time: 2181.13 ms [2021-01-21 11:43:44 main:574] : INFO : Epoch 731 | loss: 0.0311952 | val_loss: 0.0312027 | Time: 2219.46 ms [2021-01-21 11:43:46 main:574] : INFO : Epoch 732 | loss: 0.0311947 | val_loss: 0.0312011 | Time: 2204.38 ms [2021-01-21 11:43:49 main:574] : INFO : Epoch 733 | loss: 0.0311942 | val_loss: 0.0312009 | Time: 2339.69 ms [2021-01-21 11:43:51 main:574] : INFO : Epoch 734 | loss: 0.0311937 | val_loss: 0.0312007 | Time: 2190.83 ms [2021-01-21 11:43:53 main:574] : INFO : Epoch 735 | loss: 0.0311941 | val_loss: 0.0312001 | Time: 2244.8 ms [2021-01-21 11:43:56 main:574] : INFO : Epoch 736 | loss: 0.0311942 | val_loss: 0.0311997 | Time: 2218.55 ms [2021-01-21 11:43:58 main:574] : INFO : Epoch 737 | loss: 0.0311952 | val_loss: 0.0312032 | Time: 2169.21 ms [2021-01-21 11:44:00 main:574] : INFO : Epoch 738 | loss: 0.031199 | val_loss: 0.0312075 | Time: 2241.61 ms [2021-01-21 11:44:02 main:574] : INFO : Epoch 739 | loss: 0.0311945 | val_loss: 0.0312005 | Time: 2169.5 ms [2021-01-21 11:44:05 main:574] : INFO : Epoch 740 | loss: 0.0311941 | val_loss: 0.0312008 | Time: 2245.66 ms [2021-01-21 11:44:07 main:574] : INFO : Epoch 741 | loss: 0.0312002 | val_loss: 0.0312039 | Time: 2185.48 ms [2021-01-21 11:44:09 main:574] : INFO : Epoch 742 | loss: 0.0312027 | val_loss: 0.0312082 | Time: 2112.7 ms [2021-01-21 11:44:11 main:574] : INFO : Epoch 743 | loss: 0.0311988 | val_loss: 0.0312022 | Time: 2167.63 ms [2021-01-21 11:44:13 main:574] : INFO : Epoch 744 | loss: 0.0311968 | val_loss: 0.0312024 | Time: 2285.76 ms [2021-01-21 11:44:16 main:574] : INFO : Epoch 745 | loss: 0.0311986 | val_loss: 0.0312026 | Time: 2274.17 ms [2021-01-21 11:44:18 main:574] : INFO : Epoch 746 | loss: 0.0311946 | val_loss: 0.0312027 | Time: 2235.38 ms [2021-01-21 11:44:20 main:574] : INFO : Epoch 747 | loss: 0.0311951 | val_loss: 0.0312032 | Time: 2157.51 ms [2021-01-21 11:44:22 main:574] : INFO : Epoch 748 | loss: 0.031196 | val_loss: 0.0312055 | Time: 2125.85 ms [2021-01-21 11:44:25 main:574] : INFO : Epoch 749 | loss: 0.0311985 | val_loss: 0.0312048 | Time: 2261.98 ms [2021-01-21 11:44:27 main:574] : INFO : Epoch 750 | loss: 0.0311964 | val_loss: 0.0312057 | Time: 2220.58 ms [2021-01-21 11:44:29 main:574] : INFO : Epoch 751 | loss: 0.0311968 | val_loss: 0.0312039 | Time: 2213.02 ms [2021-01-21 11:44:31 main:574] : INFO : Epoch 752 | loss: 0.0311953 | val_loss: 0.0312029 | Time: 2247.95 ms [2021-01-21 11:44:34 main:574] : INFO : Epoch 753 | loss: 0.0311953 | val_loss: 0.0312021 | Time: 2209.74 ms [2021-01-21 11:44:36 main:574] : INFO : Epoch 754 | loss: 0.0311944 | val_loss: 0.0312034 | Time: 2286.33 ms [2021-01-21 11:44:38 main:574] : INFO : Epoch 755 | loss: 0.031196 | val_loss: 0.0312031 | Time: 2228.39 ms [2021-01-21 11:44:40 main:574] : INFO : Epoch 756 | loss: 0.0311948 | val_loss: 0.031203 | Time: 2306.62 ms [2021-01-21 11:44:43 main:574] : INFO : Epoch 757 | loss: 0.0311986 | val_loss: 0.0312081 | Time: 2184.24 ms [2021-01-21 11:44:45 main:574] : INFO : Epoch 758 | loss: 0.0312012 | val_loss: 0.0312166 | Time: 2163.41 ms [2021-01-21 11:44:47 main:574] : INFO : Epoch 759 | loss: 0.0311986 | val_loss: 0.0312022 | Time: 2223.76 ms [2021-01-21 11:44:49 main:574] : INFO : Epoch 760 | loss: 0.0311986 | val_loss: 0.0312061 | Time: 2189.82 ms [2021-01-21 11:44:51 main:574] : INFO : Epoch 761 | loss: 0.0311984 | val_loss: 0.0312044 | Time: 2161.39 ms [2021-01-21 11:44:54 main:574] : INFO : Epoch 762 | loss: 0.0311946 | val_loss: 0.0312006 | Time: 2252.43 ms [2021-01-21 11:44:56 main:574] : INFO : Epoch 763 | loss: 0.0311952 | val_loss: 0.0312091 | Time: 2312.36 ms [2021-01-21 11:44:58 main:574] : INFO : Epoch 764 | loss: 0.0311996 | val_loss: 0.0312019 | Time: 2200.1 ms [2021-01-21 11:45:01 main:574] : INFO : Epoch 765 | loss: 0.031196 | val_loss: 0.0312037 | Time: 2336.23 ms [2021-01-21 11:45:03 main:574] : INFO : Epoch 766 | loss: 0.0311979 | val_loss: 0.0312021 | Time: 2306 ms [2021-01-21 11:45:05 main:574] : INFO : Epoch 767 | loss: 0.0311962 | val_loss: 0.0312044 | Time: 2235.07 ms [2021-01-21 11:45:08 main:574] : INFO : Epoch 768 | loss: 0.0311981 | val_loss: 0.0312065 | Time: 2232.4 ms [2021-01-21 11:45:10 main:574] : INFO : Epoch 769 | loss: 0.0311992 | val_loss: 0.0312073 | Time: 2225.47 ms [2021-01-21 11:45:12 main:574] : INFO : Epoch 770 | loss: 0.0312001 | val_loss: 0.0312039 | Time: 2165.9 ms [2021-01-21 11:45:14 main:574] : INFO : Epoch 771 | loss: 0.0311967 | val_loss: 0.0312044 | Time: 2241.58 ms [2021-01-21 11:45:16 main:574] : INFO : Epoch 772 | loss: 0.0311964 | val_loss: 0.0312056 | Time: 2248.58 ms [2021-01-21 11:45:19 main:574] : INFO : Epoch 773 | loss: 0.0311965 | val_loss: 0.0312033 | Time: 2399.6 ms [2021-01-21 11:45:21 main:574] : INFO : Epoch 774 | loss: 0.0311995 | val_loss: 0.0312022 | Time: 2198.4 ms [2021-01-21 11:45:23 main:574] : INFO : Epoch 775 | loss: 0.0311949 | val_loss: 0.0312014 | Time: 2227.53 ms [2021-01-21 11:45:26 main:574] : INFO : Epoch 776 | loss: 0.0311951 | val_loss: 0.0312025 | Time: 2257.7 ms [2021-01-21 11:45:28 main:574] : INFO : Epoch 777 | loss: 0.031206 | val_loss: 0.0312188 | Time: 2205.48 ms [2021-01-21 11:45:30 main:574] : INFO : Epoch 778 | loss: 0.0312014 | val_loss: 0.0312011 | Time: 2276.17 ms [2021-01-21 11:45:32 main:574] : INFO : Epoch 779 | loss: 0.0311946 | val_loss: 0.0312035 | Time: 2227.06 ms [2021-01-21 11:45:35 main:574] : INFO : Epoch 780 | loss: 0.0311961 | val_loss: 0.031201 | Time: 2244.75 ms [2021-01-21 11:45:37 main:574] : INFO : Epoch 781 | loss: 0.0311956 | val_loss: 0.0312022 | Time: 2194.52 ms [2021-01-21 11:45:39 main:574] : INFO : Epoch 782 | loss: 0.0311954 | val_loss: 0.0312013 | Time: 2310.82 ms [2021-01-21 11:45:42 main:574] : INFO : Epoch 783 | loss: 0.0311963 | val_loss: 0.0312045 | Time: 2204.51 ms [2021-01-21 11:45:44 main:574] : INFO : Epoch 784 | loss: 0.0311969 | val_loss: 0.031202 | Time: 2246.54 ms [2021-01-21 11:45:46 main:574] : INFO : Epoch 785 | loss: 0.0311973 | val_loss: 0.0312023 | Time: 2136.72 ms [2021-01-21 11:45:48 main:574] : INFO : Epoch 786 | loss: 0.0311971 | val_loss: 0.0312002 | Time: 2178.41 ms [2021-01-21 11:45:50 main:574] : INFO : Epoch 787 | loss: 0.0311974 | val_loss: 0.0312046 | Time: 2298.87 ms [2021-01-21 11:45:53 main:574] : INFO : Epoch 788 | loss: 0.0311987 | val_loss: 0.0312012 | Time: 2220.1 ms [2021-01-21 11:45:55 main:574] : INFO : Epoch 789 | loss: 0.0311965 | val_loss: 0.031201 | Time: 2184.17 ms [2021-01-21 11:45:57 main:574] : INFO : Epoch 790 | loss: 0.0311972 | val_loss: 0.0312007 | Time: 2176.12 ms [2021-01-21 11:45:59 main:574] : INFO : Epoch 791 | loss: 0.0311956 | val_loss: 0.0311999 | Time: 2292.02 ms [2021-01-21 11:46:02 main:574] : INFO : Epoch 792 | loss: 0.031195 | val_loss: 0.0312042 | Time: 2221.95 ms [2021-01-21 11:46:04 main:574] : INFO : Epoch 793 | loss: 0.0311964 | val_loss: 0.0311997 | Time: 2258.13 ms [2021-01-21 11:46:06 main:574] : INFO : Epoch 794 | loss: 0.0311958 | val_loss: 0.0312001 | Time: 2250.47 ms [2021-01-21 11:46:09 main:574] : INFO : Epoch 795 | loss: 0.0311938 | val_loss: 0.0312008 | Time: 2174.76 ms [2021-01-21 11:46:11 main:574] : INFO : Epoch 796 | loss: 0.0311962 | val_loss: 0.0312014 | Time: 2225.3 ms [2021-01-21 11:46:13 main:574] : INFO : Epoch 797 | loss: 0.0311974 | val_loss: 0.0312123 | Time: 2252.2 ms [2021-01-21 11:46:15 main:574] : INFO : Epoch 798 | loss: 0.0311999 | val_loss: 0.0312003 | Time: 2308.15 ms [2021-01-21 11:46:18 main:574] : INFO : Epoch 799 | loss: 0.0311951 | val_loss: 0.0312004 | Time: 2201.04 ms [2021-01-21 11:46:20 main:574] : INFO : Epoch 800 | loss: 0.0311976 | val_loss: 0.0312013 | Time: 2180.74 ms [2021-01-21 11:46:22 main:574] : INFO : Epoch 801 | loss: 0.0312009 | val_loss: 0.0312015 | Time: 2159.54 ms [2021-01-21 11:46:24 main:574] : INFO : Epoch 802 | loss: 0.031199 | val_loss: 0.0312035 | Time: 2277.56 ms [2021-01-21 11:46:27 main:574] : INFO : Epoch 803 | loss: 0.0311977 | val_loss: 0.0312075 | Time: 2267.49 ms [2021-01-21 11:46:29 main:574] : INFO : Epoch 804 | loss: 0.0312 | val_loss: 0.03121 | Time: 2241.62 ms [2021-01-21 11:46:31 main:574] : INFO : Epoch 805 | loss: 0.0311994 | val_loss: 0.031204 | Time: 2210.91 ms [2021-01-21 11:46:33 main:574] : INFO : Epoch 806 | loss: 0.0311999 | val_loss: 0.0312025 | Time: 2309.37 ms [2021-01-21 11:46:36 main:574] : INFO : Epoch 807 | loss: 0.0311996 | val_loss: 0.0312008 | Time: 2250.56 ms [2021-01-21 11:46:38 main:574] : INFO : Epoch 808 | loss: 0.0312006 | val_loss: 0.0312028 | Time: 2317.59 ms [2021-01-21 11:46:40 main:574] : INFO : Epoch 809 | loss: 0.0311973 | val_loss: 0.0311987 | Time: 2160.97 ms [2021-01-21 11:46:42 main:574] : INFO : Epoch 810 | loss: 0.0311978 | val_loss: 0.0312015 | Time: 2228.99 ms [2021-01-21 11:46:45 main:574] : INFO : Epoch 811 | loss: 0.0311971 | val_loss: 0.0311974 | Time: 2293.05 ms [2021-01-21 11:46:47 main:574] : INFO : Epoch 812 | loss: 0.0311956 | val_loss: 0.0311974 | Time: 2217.5 ms [2021-01-21 11:46:49 main:574] : INFO : Epoch 813 | loss: 0.0311947 | val_loss: 0.031198 | Time: 2276.2 ms [2021-01-21 11:46:52 main:574] : INFO : Epoch 814 | loss: 0.0311938 | val_loss: 0.0311977 | Time: 2267.54 ms [2021-01-21 11:46:54 main:574] : INFO : Epoch 815 | loss: 0.0311939 | val_loss: 0.0311982 | Time: 2182.79 ms [2021-01-21 11:46:56 main:574] : INFO : Epoch 816 | loss: 0.0311981 | val_loss: 0.0312032 | Time: 2165.26 ms [2021-01-21 11:46:58 main:574] : INFO : Epoch 817 | loss: 0.0311964 | val_loss: 0.0312035 | Time: 2306.78 ms [2021-01-21 11:47:01 main:574] : INFO : Epoch 818 | loss: 0.0312006 | val_loss: 0.0312055 | Time: 2197.95 ms [2021-01-21 11:47:03 main:574] : INFO : Epoch 819 | loss: 0.0311981 | val_loss: 0.0312021 | Time: 2333.4 ms [2021-01-21 11:47:05 main:574] : INFO : Epoch 820 | loss: 0.0311974 | val_loss: 0.031203 | Time: 2179.87 ms [2021-01-21 11:47:07 main:574] : INFO : Epoch 821 | loss: 0.0311981 | val_loss: 0.0312026 | Time: 2214.19 ms [2021-01-21 11:47:10 main:574] : INFO : Epoch 822 | loss: 0.0311961 | val_loss: 0.0312031 | Time: 2218.48 ms [2021-01-21 11:47:12 main:574] : INFO : Epoch 823 | loss: 0.0311978 | val_loss: 0.0312056 | Time: 2259.29 ms [2021-01-21 11:47:14 main:574] : INFO : Epoch 824 | loss: 0.031196 | val_loss: 0.031203 | Time: 2193.06 ms [2021-01-21 11:47:16 main:574] : INFO : Epoch 825 | loss: 0.0311971 | val_loss: 0.0312035 | Time: 2220.58 ms [2021-01-21 11:47:19 main:574] : INFO : Epoch 826 | loss: 0.0311978 | val_loss: 0.0312014 | Time: 2293.47 ms [2021-01-21 11:47:21 main:574] : INFO : Epoch 827 | loss: 0.0311971 | val_loss: 0.0312042 | Time: 2297.86 ms [2021-01-21 11:47:23 main:574] : INFO : Epoch 828 | loss: 0.0311966 | val_loss: 0.0312055 | Time: 2256.93 ms [2021-01-21 11:47:26 main:574] : INFO : Epoch 829 | loss: 0.031201 | val_loss: 0.0312103 | Time: 2221.42 ms [2021-01-21 11:47:28 main:574] : INFO : Epoch 830 | loss: 0.0312012 | val_loss: 0.0312014 | Time: 2346.14 ms [2021-01-21 11:47:30 main:574] : INFO : Epoch 831 | loss: 0.031198 | val_loss: 0.0312021 | Time: 2170.31 ms [2021-01-21 11:47:32 main:574] : INFO : Epoch 832 | loss: 0.0311982 | val_loss: 0.0312016 | Time: 2236.63 ms [2021-01-21 11:47:35 main:574] : INFO : Epoch 833 | loss: 0.0312036 | val_loss: 0.0312082 | Time: 2295.27 ms [2021-01-21 11:47:37 main:574] : INFO : Epoch 834 | loss: 0.0312053 | val_loss: 0.0312038 | Time: 2185.22 ms [2021-01-21 11:47:39 main:574] : INFO : Epoch 835 | loss: 0.0312027 | val_loss: 0.0312056 | Time: 2290.03 ms [2021-01-21 11:47:42 main:574] : INFO : Epoch 836 | loss: 0.0312011 | val_loss: 0.0312041 | Time: 2311.07 ms [2021-01-21 11:47:44 main:574] : INFO : Epoch 837 | loss: 0.0312023 | val_loss: 0.0312043 | Time: 2191.35 ms [2021-01-21 11:47:46 main:574] : INFO : Epoch 838 | loss: 0.0312025 | val_loss: 0.0312027 | Time: 2222.75 ms [2021-01-21 11:47:48 main:574] : INFO : Epoch 839 | loss: 0.0312001 | val_loss: 0.0312015 | Time: 2211.23 ms [2021-01-21 11:47:51 main:574] : INFO : Epoch 840 | loss: 0.0312001 | val_loss: 0.0312024 | Time: 2296.23 ms [2021-01-21 11:47:53 main:574] : INFO : Epoch 841 | loss: 0.031201 | val_loss: 0.0312019 | Time: 2211.31 ms [2021-01-21 11:47:55 main:574] : INFO : Epoch 842 | loss: 0.0311997 | val_loss: 0.0312052 | Time: 2260.21 ms [2021-01-21 11:47:57 main:574] : INFO : Epoch 843 | loss: 0.0312017 | val_loss: 0.0312025 | Time: 2183.94 ms [2021-01-21 11:48:00 main:574] : INFO : Epoch 844 | loss: 0.0312 | val_loss: 0.0312103 | Time: 2237.39 ms [2021-01-21 11:48:02 main:574] : INFO : Epoch 845 | loss: 0.0312021 | val_loss: 0.0312046 | Time: 2180.25 ms [2021-01-21 11:48:04 main:574] : INFO : Epoch 846 | loss: 0.0311984 | val_loss: 0.0312014 | Time: 2181.89 ms [2021-01-21 11:48:06 main:574] : INFO : Epoch 847 | loss: 0.0311999 | val_loss: 0.0312032 | Time: 2260.78 ms [2021-01-21 11:48:09 main:574] : INFO : Epoch 848 | loss: 0.0311992 | val_loss: 0.0312006 | Time: 2211.18 ms [2021-01-21 11:48:11 main:574] : INFO : Epoch 849 | loss: 0.0312011 | val_loss: 0.031203 | Time: 2284.54 ms [2021-01-21 11:48:13 main:574] : INFO : Epoch 850 | loss: 0.0312031 | val_loss: 0.0312055 | Time: 2240.03 ms [2021-01-21 11:48:16 main:574] : INFO : Epoch 851 | loss: 0.0311987 | val_loss: 0.0312053 | Time: 2404.97 ms [2021-01-21 11:48:18 main:574] : INFO : Epoch 852 | loss: 0.0312028 | val_loss: 0.0312094 | Time: 2181.29 ms [2021-01-21 11:48:20 main:574] : INFO : Epoch 853 | loss: 0.0312045 | val_loss: 0.0312046 | Time: 2258.49 ms [2021-01-21 11:48:22 main:574] : INFO : Epoch 854 | loss: 0.0312028 | val_loss: 0.0312058 | Time: 2193.12 ms [2021-01-21 11:48:25 main:574] : INFO : Epoch 855 | loss: 0.0312014 | val_loss: 0.0312034 | Time: 2218.42 ms [2021-01-21 11:48:27 main:574] : INFO : Epoch 856 | loss: 0.031202 | val_loss: 0.0312062 | Time: 2141.14 ms [2021-01-21 11:48:29 main:574] : INFO : Epoch 857 | loss: 0.0312016 | val_loss: 0.031204 | Time: 2181.37 ms [2021-01-21 11:48:31 main:574] : INFO : Epoch 858 | loss: 0.0312019 | val_loss: 0.0312061 | Time: 2183.75 ms [2021-01-21 11:48:33 main:574] : INFO : Epoch 859 | loss: 0.0312 | val_loss: 0.0312016 | Time: 2243.44 ms [2021-01-21 11:48:36 main:574] : INFO : Epoch 860 | loss: 0.0311993 | val_loss: 0.0312046 | Time: 2179.45 ms [2021-01-21 11:48:38 main:574] : INFO : Epoch 861 | loss: 0.0311998 | val_loss: 0.0312042 | Time: 2212.36 ms [2021-01-21 11:48:40 main:574] : INFO : Epoch 862 | loss: 0.0311994 | val_loss: 0.0312028 | Time: 2206.62 ms [2021-01-21 11:48:42 main:574] : INFO : Epoch 863 | loss: 0.0311976 | val_loss: 0.0312033 | Time: 2226.77 ms [2021-01-21 11:48:45 main:574] : INFO : Epoch 864 | loss: 0.0311998 | val_loss: 0.0312122 | Time: 2245.32 ms [2021-01-21 11:48:47 main:574] : INFO : Epoch 865 | loss: 0.0312081 | val_loss: 0.0312069 | Time: 2151.63 ms [2021-01-21 11:48:49 main:574] : INFO : Epoch 866 | loss: 0.0312035 | val_loss: 0.0312146 | Time: 2160.45 ms [2021-01-21 11:48:51 main:574] : INFO : Epoch 867 | loss: 0.0312023 | val_loss: 0.0312013 | Time: 2208.12 ms [2021-01-21 11:48:53 main:574] : INFO : Epoch 868 | loss: 0.0311999 | val_loss: 0.0312011 | Time: 2171.62 ms [2021-01-21 11:48:56 main:574] : INFO : Epoch 869 | loss: 0.0311962 | val_loss: 0.0312004 | Time: 2212.28 ms [2021-01-21 11:48:58 main:574] : INFO : Epoch 870 | loss: 0.0311954 | val_loss: 0.0312036 | Time: 2255.96 ms [2021-01-21 11:49:00 main:574] : INFO : Epoch 871 | loss: 0.0311978 | val_loss: 0.0312054 | Time: 2257.73 ms [2021-01-21 11:49:02 main:574] : INFO : Epoch 872 | loss: 0.0312032 | val_loss: 0.0312067 | Time: 2172.73 ms [2021-01-21 11:49:05 main:574] : INFO : Epoch 873 | loss: 0.0312026 | val_loss: 0.0312053 | Time: 2204.79 ms [2021-01-21 11:49:07 main:574] : INFO : Epoch 874 | loss: 0.031204 | val_loss: 0.0312059 | Time: 2168.22 ms [2021-01-21 11:49:09 main:574] : INFO : Epoch 875 | loss: 0.0312024 | val_loss: 0.0312062 | Time: 2191.02 ms [2021-01-21 11:49:11 main:574] : INFO : Epoch 876 | loss: 0.0312016 | val_loss: 0.0312067 | Time: 2209.99 ms [2021-01-21 11:49:14 main:574] : INFO : Epoch 877 | loss: 0.0312004 | val_loss: 0.0312054 | Time: 2272.52 ms [2021-01-21 11:49:16 main:574] : INFO : Epoch 878 | loss: 0.0311994 | val_loss: 0.0312049 | Time: 2252.71 ms [2021-01-21 11:49:18 main:574] : INFO : Epoch 879 | loss: 0.031199 | val_loss: 0.0312053 | Time: 2214.27 ms [2021-01-21 11:49:20 main:574] : INFO : Epoch 880 | loss: 0.0311986 | val_loss: 0.0312077 | Time: 2265.34 ms [2021-01-21 11:49:23 main:574] : INFO : Epoch 881 | loss: 0.0311987 | val_loss: 0.0312052 | Time: 2274.79 ms [2021-01-21 11:49:25 main:574] : INFO : Epoch 882 | loss: 0.0311985 | val_loss: 0.0312039 | Time: 2159.99 ms [2021-01-21 11:49:27 main:574] : INFO : Epoch 883 | loss: 0.0311981 | val_loss: 0.0312027 | Time: 2173.17 ms [2021-01-21 11:49:29 main:574] : INFO : Epoch 884 | loss: 0.031198 | val_loss: 0.0312034 | Time: 2213.35 ms [2021-01-21 11:49:32 main:574] : INFO : Epoch 885 | loss: 0.0312001 | val_loss: 0.0312047 | Time: 2203.19 ms [2021-01-21 11:49:34 main:574] : INFO : Epoch 886 | loss: 0.0311995 | val_loss: 0.0312027 | Time: 2330.14 ms [2021-01-21 11:49:36 main:574] : INFO : Epoch 887 | loss: 0.0311982 | val_loss: 0.031202 | Time: 2203.65 ms [2021-01-21 11:49:38 main:574] : INFO : Epoch 888 | loss: 0.0311994 | val_loss: 0.0312039 | Time: 2149.98 ms [2021-01-21 11:49:41 main:574] : INFO : Epoch 889 | loss: 0.0312022 | val_loss: 0.0312042 | Time: 2279.15 ms [2021-01-21 11:49:43 main:574] : INFO : Epoch 890 | loss: 0.0312019 | val_loss: 0.0312041 | Time: 2225.87 ms [2021-01-21 11:49:45 main:574] : INFO : Epoch 891 | loss: 0.0312014 | val_loss: 0.0312029 | Time: 2238.48 ms [2021-01-21 11:49:47 main:574] : INFO : Epoch 892 | loss: 0.0312005 | val_loss: 0.0312033 | Time: 2145.3 ms [2021-01-21 11:49:50 main:574] : INFO : Epoch 893 | loss: 0.0312003 | val_loss: 0.0312051 | Time: 2265.68 ms [2021-01-21 11:49:52 main:574] : INFO : Epoch 894 | loss: 0.0312014 | val_loss: 0.0312025 | Time: 2230.21 ms [2021-01-21 11:49:54 main:574] : INFO : Epoch 895 | loss: 0.0312002 | val_loss: 0.0312034 | Time: 2219.33 ms [2021-01-21 11:49:56 main:574] : INFO : Epoch 896 | loss: 0.0311994 | val_loss: 0.0312036 | Time: 2245.62 ms [2021-01-21 11:49:59 main:574] : INFO : Epoch 897 | loss: 0.0311983 | val_loss: 0.0312012 | Time: 2258.88 ms [2021-01-21 11:50:01 main:574] : INFO : Epoch 898 | loss: 0.0311995 | val_loss: 0.0312029 | Time: 2184.57 ms [2021-01-21 11:50:03 main:574] : INFO : Epoch 899 | loss: 0.0311989 | val_loss: 0.0312015 | Time: 2356.26 ms [2021-01-21 11:50:05 main:574] : INFO : Epoch 900 | loss: 0.0311988 | val_loss: 0.0312019 | Time: 2177.64 ms [2021-01-21 11:50:08 main:574] : INFO : Epoch 901 | loss: 0.031201 | val_loss: 0.0312028 | Time: 2308.38 ms [2021-01-21 11:50:10 main:574] : INFO : Epoch 902 | loss: 0.0311983 | val_loss: 0.0312009 | Time: 2241.66 ms [2021-01-21 11:50:12 main:574] : INFO : Epoch 903 | loss: 0.0311975 | val_loss: 0.031201 | Time: 2227.14 ms [2021-01-21 11:50:14 main:574] : INFO : Epoch 904 | loss: 0.0311977 | val_loss: 0.0312016 | Time: 2150.75 ms [2021-01-21 11:50:17 main:574] : INFO : Epoch 905 | loss: 0.0311981 | val_loss: 0.0312002 | Time: 2195.65 ms [2021-01-21 11:50:19 main:574] : INFO : Epoch 906 | loss: 0.0311994 | val_loss: 0.0312036 | Time: 2272.55 ms [2021-01-21 11:50:21 main:574] : INFO : Epoch 907 | loss: 0.0311985 | val_loss: 0.0311996 | Time: 2259.13 ms [2021-01-21 11:50:24 main:574] : INFO : Epoch 908 | loss: 0.0312017 | val_loss: 0.0312089 | Time: 2227.03 ms [2021-01-21 11:50:26 main:574] : INFO : Epoch 909 | loss: 0.0312041 | val_loss: 0.0312047 | Time: 2221.62 ms [2021-01-21 11:50:28 main:574] : INFO : Epoch 910 | loss: 0.0312023 | val_loss: 0.031202 | Time: 2305.08 ms [2021-01-21 11:50:30 main:574] : INFO : Epoch 911 | loss: 0.0312006 | val_loss: 0.0312059 | Time: 2195.37 ms [2021-01-21 11:50:33 main:574] : INFO : Epoch 912 | loss: 0.0312011 | val_loss: 0.0312028 | Time: 2148.92 ms [2021-01-21 11:50:35 main:574] : INFO : Epoch 913 | loss: 0.0311996 | val_loss: 0.031201 | Time: 2255.08 ms [2021-01-21 11:50:37 main:574] : INFO : Epoch 914 | loss: 0.0311989 | val_loss: 0.0312027 | Time: 2261.62 ms [2021-01-21 11:50:39 main:574] : INFO : Epoch 915 | loss: 0.0311992 | val_loss: 0.0312015 | Time: 2158.73 ms [2021-01-21 11:50:41 main:574] : INFO : Epoch 916 | loss: 0.0311983 | val_loss: 0.0312003 | Time: 2193.82 ms [2021-01-21 11:50:44 main:574] : INFO : Epoch 917 | loss: 0.031199 | val_loss: 0.0312015 | Time: 2244.98 ms [2021-01-21 11:50:46 main:574] : INFO : Epoch 918 | loss: 0.031198 | val_loss: 0.0312012 | Time: 2198.75 ms [2021-01-21 11:50:48 main:574] : INFO : Epoch 919 | loss: 0.0311999 | val_loss: 0.0312088 | Time: 2136.97 ms [2021-01-21 11:50:50 main:574] : INFO : Epoch 920 | loss: 0.0312034 | val_loss: 0.0312029 | Time: 2264.65 ms [2021-01-21 11:50:53 main:574] : INFO : Epoch 921 | loss: 0.0311996 | val_loss: 0.0312014 | Time: 2242.98 ms [2021-01-21 11:50:55 main:574] : INFO : Epoch 922 | loss: 0.0311987 | val_loss: 0.0311994 | Time: 2167.82 ms [2021-01-21 11:50:57 main:574] : INFO : Epoch 923 | loss: 0.0311972 | val_loss: 0.0311994 | Time: 2207.04 ms [2021-01-21 11:50:59 main:574] : INFO : Epoch 924 | loss: 0.0311986 | val_loss: 0.0312046 | Time: 2168.02 ms [2021-01-21 11:51:02 main:574] : INFO : Epoch 925 | loss: 0.0312003 | val_loss: 0.0312001 | Time: 2209.77 ms [2021-01-21 11:51:04 main:574] : INFO : Epoch 926 | loss: 0.0312017 | val_loss: 0.0312014 | Time: 2246.7 ms [2021-01-21 11:51:06 main:574] : INFO : Epoch 927 | loss: 0.0312018 | val_loss: 0.0312016 | Time: 2160.77 ms [2021-01-21 11:51:08 main:574] : INFO : Epoch 928 | loss: 0.0311966 | val_loss: 0.0311996 | Time: 2183.19 ms [2021-01-21 11:51:11 main:574] : INFO : Epoch 929 | loss: 0.031197 | val_loss: 0.0312005 | Time: 2287.64 ms [2021-01-21 11:51:13 main:574] : INFO : Epoch 930 | loss: 0.0311957 | val_loss: 0.0311978 | Time: 2245.64 ms [2021-01-21 11:51:15 main:574] : INFO : Epoch 931 | loss: 0.0311949 | val_loss: 0.0312 | Time: 2179.62 ms [2021-01-21 11:51:17 main:574] : INFO : Epoch 932 | loss: 0.0311982 | val_loss: 0.0312009 | Time: 2169.17 ms [2021-01-21 11:51:20 main:574] : INFO : Epoch 933 | loss: 0.0311954 | val_loss: 0.0311977 | Time: 2231.38 ms [2021-01-21 11:51:22 main:574] : INFO : Epoch 934 | loss: 0.0311957 | val_loss: 0.0311985 | Time: 2204.4 ms [2021-01-21 11:51:24 main:574] : INFO : Epoch 935 | loss: 0.031195 | val_loss: 0.0311975 | Time: 2126.01 ms [2021-01-21 11:51:26 main:574] : INFO : Epoch 936 | loss: 0.0311947 | val_loss: 0.0311987 | Time: 2243.39 ms [2021-01-21 11:51:28 main:574] : INFO : Epoch 937 | loss: 0.0311962 | val_loss: 0.031202 | Time: 2247.91 ms [2021-01-21 11:51:31 main:574] : INFO : Epoch 938 | loss: 0.0311982 | val_loss: 0.0311995 | Time: 2208.66 ms [2021-01-21 11:51:33 main:574] : INFO : Epoch 939 | loss: 0.0311967 | val_loss: 0.0311969 | Time: 2184.17 ms [2021-01-21 11:51:35 main:574] : INFO : Epoch 940 | loss: 0.0311948 | val_loss: 0.0311976 | Time: 2199.12 ms [2021-01-21 11:51:37 main:574] : INFO : Epoch 941 | loss: 0.0311958 | val_loss: 0.0311969 | Time: 2203.41 ms [2021-01-21 11:51:40 main:574] : INFO : Epoch 942 | loss: 0.0311972 | val_loss: 0.0311983 | Time: 2283.83 ms [2021-01-21 11:51:42 main:574] : INFO : Epoch 943 | loss: 0.0311964 | val_loss: 0.0311978 | Time: 2293.76 ms [2021-01-21 11:51:44 main:574] : INFO : Epoch 944 | loss: 0.0311937 | val_loss: 0.0311957 | Time: 2277.82 ms [2021-01-21 11:51:46 main:574] : INFO : Epoch 945 | loss: 0.0311925 | val_loss: 0.0311958 | Time: 2161.6 ms [2021-01-21 11:51:49 main:574] : INFO : Epoch 946 | loss: 0.0311925 | val_loss: 0.0311956 | Time: 2188.14 ms [2021-01-21 11:51:51 main:574] : INFO : Epoch 947 | loss: 0.0311925 | val_loss: 0.0311961 | Time: 2250.99 ms [2021-01-21 11:51:53 main:574] : INFO : Epoch 948 | loss: 0.0311928 | val_loss: 0.0311964 | Time: 2331.69 ms [2021-01-21 11:51:55 main:574] : INFO : Epoch 949 | loss: 0.0311942 | val_loss: 0.0311961 | Time: 2231.92 ms [2021-01-21 11:51:58 main:574] : INFO : Epoch 950 | loss: 0.0311945 | val_loss: 0.0311991 | Time: 2174.73 ms [2021-01-21 11:52:00 main:574] : INFO : Epoch 951 | loss: 0.0311923 | val_loss: 0.0312006 | Time: 2205.81 ms [2021-01-21 11:52:02 main:574] : INFO : Epoch 952 | loss: 0.0311959 | val_loss: 0.0312092 | Time: 2145.86 ms [2021-01-21 11:52:04 main:574] : INFO : Epoch 953 | loss: 0.0311971 | val_loss: 0.0311987 | Time: 2193.75 ms [2021-01-21 11:52:07 main:574] : INFO : Epoch 954 | loss: 0.0311928 | val_loss: 0.0311959 | Time: 2182.09 ms [2021-01-21 11:52:09 main:574] : INFO : Epoch 955 | loss: 0.0311927 | val_loss: 0.0311967 | Time: 2264.52 ms [2021-01-21 11:52:11 main:574] : INFO : Epoch 956 | loss: 0.0311921 | val_loss: 0.0311969 | Time: 2277.03 ms [2021-01-21 11:52:13 main:574] : INFO : Epoch 957 | loss: 0.0311947 | val_loss: 0.0311968 | Time: 2212.95 ms [2021-01-21 11:52:16 main:574] : INFO : Epoch 958 | loss: 0.0311916 | val_loss: 0.0311958 | Time: 2305.6 ms [2021-01-21 11:52:18 main:574] : INFO : Epoch 959 | loss: 0.0311917 | val_loss: 0.0311974 | Time: 2244.46 ms [2021-01-21 11:52:20 main:574] : INFO : Epoch 960 | loss: 0.0311944 | val_loss: 0.0311991 | Time: 2202.33 ms [2021-01-21 11:52:22 main:574] : INFO : Epoch 961 | loss: 0.0311921 | val_loss: 0.0311958 | Time: 2181.67 ms [2021-01-21 11:52:25 main:574] : INFO : Epoch 962 | loss: 0.0311933 | val_loss: 0.0311953 | Time: 2297.02 ms [2021-01-21 11:52:27 main:574] : INFO : Epoch 963 | loss: 0.0311944 | val_loss: 0.031197 | Time: 2199.45 ms [2021-01-21 11:52:29 main:574] : INFO : Epoch 964 | loss: 0.0311952 | val_loss: 0.0311968 | Time: 2352.18 ms [2021-01-21 11:52:32 main:574] : INFO : Epoch 965 | loss: 0.0311938 | val_loss: 0.0311964 | Time: 2225.6 ms [2021-01-21 11:52:34 main:574] : INFO : Epoch 966 | loss: 0.0311933 | val_loss: 0.0311957 | Time: 2188.88 ms [2021-01-21 11:52:36 main:574] : INFO : Epoch 967 | loss: 0.0311922 | val_loss: 0.031196 | Time: 2309.12 ms [2021-01-21 11:52:38 main:574] : INFO : Epoch 968 | loss: 0.0311918 | val_loss: 0.0311953 | Time: 2196.47 ms [2021-01-21 11:52:41 main:574] : INFO : Epoch 969 | loss: 0.0311934 | val_loss: 0.031196 | Time: 2286.05 ms [2021-01-21 11:52:43 main:574] : INFO : Epoch 970 | loss: 0.0311961 | val_loss: 0.0311985 | Time: 2176.67 ms [2021-01-21 11:52:45 main:574] : INFO : Epoch 971 | loss: 0.0311935 | val_loss: 0.0311999 | Time: 2168.43 ms [2021-01-21 11:52:47 main:574] : INFO : Epoch 972 | loss: 0.0311965 | val_loss: 0.0312018 | Time: 2270.84 ms [2021-01-21 11:52:50 main:574] : INFO : Epoch 973 | loss: 0.0311941 | val_loss: 0.0311974 | Time: 2204.78 ms [2021-01-21 11:52:52 main:574] : INFO : Epoch 974 | loss: 0.0311914 | val_loss: 0.0311942 | Time: 2252.9 ms [2021-01-21 11:52:54 main:574] : INFO : Epoch 975 | loss: 0.0311905 | val_loss: 0.0311952 | Time: 2247.04 ms [2021-01-21 11:52:56 main:574] : INFO : Epoch 976 | loss: 0.0311909 | val_loss: 0.0311947 | Time: 2203.21 ms [2021-01-21 11:52:59 main:574] : INFO : Epoch 977 | loss: 0.031192 | val_loss: 0.0311946 | Time: 2269.56 ms [2021-01-21 11:53:01 main:574] : INFO : Epoch 978 | loss: 0.0311918 | val_loss: 0.0311946 | Time: 2174.59 ms [2021-01-21 11:53:03 main:574] : INFO : Epoch 979 | loss: 0.0311907 | val_loss: 0.0311945 | Time: 2209.06 ms [2021-01-21 11:53:05 main:574] : INFO : Epoch 980 | loss: 0.0311913 | val_loss: 0.0311943 | Time: 2248.1 ms [2021-01-21 11:53:07 main:574] : INFO : Epoch 981 | loss: 0.0311921 | val_loss: 0.0311944 | Time: 2169.29 ms [2021-01-21 11:53:10 main:574] : INFO : Epoch 982 | loss: 0.0311914 | val_loss: 0.0312 | Time: 2182.24 ms [2021-01-21 11:53:12 main:574] : INFO : Epoch 983 | loss: 0.0311944 | val_loss: 0.0311976 | Time: 2194.74 ms [2021-01-21 11:53:14 main:574] : INFO : Epoch 984 | loss: 0.0311915 | val_loss: 0.0311954 | Time: 2248.69 ms [2021-01-21 11:53:16 main:574] : INFO : Epoch 985 | loss: 0.03119 | val_loss: 0.0311958 | Time: 2244.57 ms [2021-01-21 11:53:19 main:574] : INFO : Epoch 986 | loss: 0.0311917 | val_loss: 0.0311949 | Time: 2244.98 ms [2021-01-21 11:53:21 main:574] : INFO : Epoch 987 | loss: 0.0311898 | val_loss: 0.0311944 | Time: 2198.26 ms [2021-01-21 11:53:23 main:574] : INFO : Epoch 988 | loss: 0.0311894 | val_loss: 0.0311949 | Time: 2168.06 ms [2021-01-21 11:53:25 main:574] : INFO : Epoch 989 | loss: 0.0311907 | val_loss: 0.0311941 | Time: 2204.13 ms [2021-01-21 11:53:28 main:574] : INFO : Epoch 990 | loss: 0.0311907 | val_loss: 0.0311941 | Time: 2286.81 ms [2021-01-21 11:53:30 main:574] : INFO : Epoch 991 | loss: 0.0311902 | val_loss: 0.0311943 | Time: 2179.05 ms [2021-01-21 11:53:32 main:574] : INFO : Epoch 992 | loss: 0.0311912 | val_loss: 0.0311959 | Time: 2285.97 ms [2021-01-21 11:53:34 main:574] : INFO : Epoch 993 | loss: 0.0311909 | val_loss: 0.0311985 | Time: 2129.61 ms [2021-01-21 11:53:37 main:574] : INFO : Epoch 994 | loss: 0.0311918 | val_loss: 0.0311956 | Time: 2204.73 ms [2021-01-21 11:53:39 main:574] : INFO : Epoch 995 | loss: 0.0311912 | val_loss: 0.0311999 | Time: 2239.67 ms [2021-01-21 11:53:41 main:574] : INFO : Epoch 996 | loss: 0.0311935 | val_loss: 0.0312047 | Time: 2180.52 ms [2021-01-21 11:53:43 main:574] : INFO : Epoch 997 | loss: 0.0311919 | val_loss: 0.031194 | Time: 2193.44 ms [2021-01-21 11:53:45 main:574] : INFO : Epoch 998 | loss: 0.0311896 | val_loss: 0.0311934 | Time: 2185.63 ms [2021-01-21 11:53:48 main:574] : INFO : Epoch 999 | loss: 0.0311896 | val_loss: 0.0311944 | Time: 2218.83 ms [2021-01-21 11:53:50 main:574] : INFO : Epoch 1000 | loss: 0.0311894 | val_loss: 0.0311944 | Time: 2126.38 ms [2021-01-21 11:53:52 main:574] : INFO : Epoch 1001 | loss: 0.0311937 | val_loss: 0.0311948 | Time: 2207.64 ms [2021-01-21 11:53:54 main:574] : INFO : Epoch 1002 | loss: 0.0311936 | val_loss: 0.0311953 | Time: 2152.75 ms [2021-01-21 11:53:56 main:574] : INFO : Epoch 1003 | loss: 0.0311904 | val_loss: 0.0311936 | Time: 2187.19 ms [2021-01-21 11:53:59 main:574] : INFO : Epoch 1004 | loss: 0.0311935 | val_loss: 0.0311943 | Time: 2162 ms [2021-01-21 11:54:01 main:574] : INFO : Epoch 1005 | loss: 0.0311923 | val_loss: 0.0311956 | Time: 2178.59 ms [2021-01-21 11:54:03 main:574] : INFO : Epoch 1006 | loss: 0.0311902 | val_loss: 0.0311934 | Time: 2208.79 ms [2021-01-21 11:54:05 main:574] : INFO : Epoch 1007 | loss: 0.0311893 | val_loss: 0.0311946 | Time: 2196.55 ms [2021-01-21 11:54:07 main:574] : INFO : Epoch 1008 | loss: 0.0311887 | val_loss: 0.0311962 | Time: 2128.93 ms [2021-01-21 11:54:10 main:574] : INFO : Epoch 1009 | loss: 0.0311893 | val_loss: 0.0311963 | Time: 2152.42 ms [2021-01-21 11:54:12 main:574] : INFO : Epoch 1010 | loss: 0.0311908 | val_loss: 0.0311949 | Time: 2195.83 ms [2021-01-21 11:54:14 main:574] : INFO : Epoch 1011 | loss: 0.0311894 | val_loss: 0.0311944 | Time: 2250.21 ms [2021-01-21 11:54:16 main:574] : INFO : Epoch 1012 | loss: 0.0311888 | val_loss: 0.0311935 | Time: 2227.59 ms [2021-01-21 11:54:19 main:574] : INFO : Epoch 1013 | loss: 0.0311887 | val_loss: 0.0311968 | Time: 2185.13 ms [2021-01-21 11:54:21 main:574] : INFO : Epoch 1014 | loss: 0.0311886 | val_loss: 0.0311937 | Time: 2230.75 ms [2021-01-21 11:54:23 main:574] : INFO : Epoch 1015 | loss: 0.0311908 | val_loss: 0.0311975 | Time: 2203.76 ms [2021-01-21 11:54:25 main:574] : INFO : Epoch 1016 | loss: 0.0311907 | val_loss: 0.0311958 | Time: 2188.19 ms [2021-01-21 11:54:28 main:574] : INFO : Epoch 1017 | loss: 0.0311899 | val_loss: 0.0311947 | Time: 2253.15 ms [2021-01-21 11:54:30 main:574] : INFO : Epoch 1018 | loss: 0.0311905 | val_loss: 0.031194 | Time: 2213.11 ms [2021-01-21 11:54:32 main:574] : INFO : Epoch 1019 | loss: 0.0311911 | val_loss: 0.0311934 | Time: 2180.62 ms [2021-01-21 11:54:34 main:574] : INFO : Epoch 1020 | loss: 0.0311908 | val_loss: 0.0311956 | Time: 2190.41 ms [2021-01-21 11:54:37 main:574] : INFO : Epoch 1021 | loss: 0.03119 | val_loss: 0.0311956 | Time: 2220.91 ms [2021-01-21 11:54:39 main:574] : INFO : Epoch 1022 | loss: 0.0311906 | val_loss: 0.0311941 | Time: 2141.59 ms [2021-01-21 11:54:41 main:574] : INFO : Epoch 1023 | loss: 0.031191 | val_loss: 0.031195 | Time: 2218.58 ms [2021-01-21 11:54:43 main:574] : INFO : Epoch 1024 | loss: 0.0311936 | val_loss: 0.0311951 | Time: 2286.84 ms [2021-01-21 11:54:43 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311951 [2021-01-21 11:54:43 main:603] : INFO : Saving end state to config to file [2021-01-21 11:54:43 main:608] : INFO : Success, exiting.. 11:54:43 (8068): 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)