Task 3751684
| Name | ParityMachine-1605455129-23493-13_0 |
| Workunit | 1928513 |
| Created | 21 Jan 2021, 19:12:23 UTC |
| Sent | 21 Jan 2021, 22:30:02 UTC |
| Report deadline | 28 Jan 2021, 22:30:02 UTC |
| Received | 22 Jan 2021, 5:47:43 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2158 |
| Run time | 40 min 59 sec |
| CPU time | 35 min 32 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> h 514 | loss: 0.0311936 | val_loss: 0.0312006 | Time: 2228.66 ms [2021-01-21 21:09:39 main:574] : INFO : Epoch 515 | loss: 0.0311931 | val_loss: 0.031195 | Time: 2275.86 ms [2021-01-21 21:09:41 main:574] : INFO : Epoch 516 | loss: 0.031191 | val_loss: 0.0311946 | Time: 2243.14 ms [2021-01-21 21:09:43 main:574] : INFO : Epoch 517 | loss: 0.0311916 | val_loss: 0.0311955 | Time: 2180.16 ms [2021-01-21 21:09:46 main:574] : INFO : Epoch 518 | loss: 0.0311922 | val_loss: 0.0311961 | Time: 2217.03 ms [2021-01-21 21:09:48 main:574] : INFO : Epoch 519 | loss: 0.0311915 | val_loss: 0.0311946 | Time: 2167.13 ms [2021-01-21 21:09:50 main:574] : INFO : Epoch 520 | loss: 0.0311916 | val_loss: 0.0311962 | Time: 2200.85 ms [2021-01-21 21:09:52 main:574] : INFO : Epoch 521 | loss: 0.0311946 | val_loss: 0.0311979 | Time: 2291.77 ms [2021-01-21 21:09:55 main:574] : INFO : Epoch 522 | loss: 0.0311951 | val_loss: 0.0312049 | Time: 2323.67 ms [2021-01-21 21:09:57 main:574] : INFO : Epoch 523 | loss: 0.0311965 | val_loss: 0.031201 | Time: 2266.25 ms [2021-01-21 21:09:59 main:574] : INFO : Epoch 524 | loss: 0.0311953 | val_loss: 0.0311968 | Time: 2231.74 ms [2021-01-21 21:10:02 main:574] : INFO : Epoch 525 | loss: 0.0311967 | val_loss: 0.0312053 | Time: 2222.03 ms [2021-01-21 21:10:04 main:574] : INFO : Epoch 526 | loss: 0.0312025 | val_loss: 0.0311992 | Time: 2245.59 ms [2021-01-21 21:10:06 main:574] : INFO : Epoch 527 | loss: 0.0312123 | val_loss: 0.0312081 | Time: 2281.21 ms [2021-01-21 21:10:09 main:574] : INFO : Epoch 528 | loss: 0.0417845 | val_loss: 0.0379068 | Time: 2247.2 ms [2021-01-21 21:10:11 main:574] : INFO : Epoch 529 | loss: 0.0330585 | val_loss: 0.031519 | Time: 2229.89 ms [2021-01-21 21:10:13 main:574] : INFO : Epoch 530 | loss: 0.0314736 | val_loss: 0.031339 | Time: 2327.04 ms [2021-01-21 21:10:16 main:574] : INFO : Epoch 531 | loss: 0.0312833 | val_loss: 0.0312512 | Time: 2137.32 ms [2021-01-21 21:10:18 main:574] : INFO : Epoch 532 | loss: 0.0312267 | val_loss: 0.0312134 | Time: 2353.78 ms [2021-01-21 21:10:20 main:574] : INFO : Epoch 533 | loss: 0.0312219 | val_loss: 0.0312076 | Time: 2263.1 ms [2021-01-21 21:10:23 main:574] : INFO : Epoch 534 | loss: 0.0312127 | val_loss: 0.0312049 | Time: 2263.76 ms [2021-01-21 21:10:25 main:574] : INFO : Epoch 535 | loss: 0.0312052 | val_loss: 0.0312053 | Time: 2183.87 ms [2021-01-21 21:10:27 main:574] : INFO : Epoch 536 | loss: 0.031204 | val_loss: 0.0312082 | Time: 2310.42 ms [2021-01-21 21:10:29 main:574] : INFO : Epoch 537 | loss: 0.0312054 | val_loss: 0.031204 | Time: 2195.47 ms [2021-01-21 21:10:32 main:574] : INFO : Epoch 538 | loss: 0.0312061 | val_loss: 0.0312136 | Time: 2254.86 ms [2021-01-21 21:10:34 main:574] : INFO : Epoch 539 | loss: 0.0312075 | val_loss: 0.0312304 | Time: 2269.81 ms [2021-01-21 21:10:36 main:574] : INFO : Epoch 540 | loss: 0.0312109 | val_loss: 0.0312028 | Time: 2119.55 ms [2021-01-21 21:10:39 main:574] : INFO : Epoch 541 | loss: 0.0312016 | val_loss: 0.0312112 | Time: 2279.28 ms [2021-01-21 21:10:41 main:574] : INFO : Epoch 542 | loss: 0.0311985 | val_loss: 0.0312039 | Time: 2209.39 ms [2021-01-21 21:10:43 main:574] : INFO : Epoch 543 | loss: 0.0311996 | val_loss: 0.0312003 | Time: 2371.29 ms [2021-01-21 21:10:46 main:574] : INFO : Epoch 544 | loss: 0.0312025 | val_loss: 0.0312032 | Time: 2230.14 ms [2021-01-21 21:10:48 main:574] : INFO : Epoch 545 | loss: 0.0312069 | val_loss: 0.0312073 | Time: 2308.33 ms [2021-01-21 21:10:50 main:574] : INFO : Epoch 546 | loss: 0.0312015 | val_loss: 0.0312027 | Time: 2296.97 ms [2021-01-21 21:10:53 main:574] : INFO : Epoch 547 | loss: 0.0311978 | val_loss: 0.0312 | Time: 2231.37 ms [2021-01-21 21:10:55 main:574] : INFO : Epoch 548 | loss: 0.0311978 | val_loss: 0.0312049 | Time: 2209.03 ms [2021-01-21 21:10:57 main:574] : INFO : Epoch 549 | loss: 0.0312003 | val_loss: 0.0312 | Time: 2204.37 ms [2021-01-21 21:11:00 main:574] : INFO : Epoch 550 | loss: 0.0311975 | val_loss: 0.0311995 | Time: 2325.9 ms [2021-01-21 21:11:02 main:574] : INFO : Epoch 551 | loss: 0.0312005 | val_loss: 0.0312006 | Time: 2276.79 ms [2021-01-21 21:11:04 main:574] : INFO : Epoch 552 | loss: 0.031197 | val_loss: 0.0311999 | Time: 2185.37 ms [2021-01-21 21:11:06 main:574] : INFO : Epoch 553 | loss: 0.0311969 | val_loss: 0.0311995 | Time: 2244.93 ms [2021-01-21 21:11:09 main:574] : INFO : Epoch 554 | loss: 0.031197 | val_loss: 0.0312018 | Time: 2373.23 ms [2021-01-21 21:11:11 main:574] : INFO : Epoch 555 | loss: 0.0311981 | val_loss: 0.0311991 | Time: 2258.81 ms [2021-01-21 21:11:14 main:574] : INFO : Epoch 556 | loss: 0.0311962 | val_loss: 0.0312014 | Time: 2325.24 ms [2021-01-21 21:11:16 main:574] : INFO : Epoch 557 | loss: 0.0311975 | val_loss: 0.0311995 | Time: 2242.96 ms [2021-01-21 21:11:18 main:574] : INFO : Epoch 558 | loss: 0.0311962 | val_loss: 0.0312024 | Time: 2249.18 ms [2021-01-21 21:11:20 main:574] : INFO : Epoch 559 | loss: 0.0311972 | val_loss: 0.0311988 | Time: 2219.72 ms [2021-01-21 21:11:23 main:574] : INFO : Epoch 560 | loss: 0.0311987 | val_loss: 0.0311993 | Time: 2233.68 ms [2021-01-21 21:11:25 main:574] : INFO : Epoch 561 | loss: 0.0311958 | val_loss: 0.0311993 | Time: 2281.53 ms [2021-01-21 21:11:27 main:574] : INFO : Epoch 562 | loss: 0.0311974 | val_loss: 0.0312014 | Time: 2349.22 ms [2021-01-21 21:11:30 main:574] : INFO : Epoch 563 | loss: 0.0311995 | val_loss: 0.0312006 | Time: 2109.79 ms [2021-01-21 21:11:32 main:574] : INFO : Epoch 564 | loss: 0.0311983 | val_loss: 0.031199 | Time: 2172.45 ms [2021-01-21 21:11:34 main:574] : INFO : Epoch 565 | loss: 0.0311989 | val_loss: 0.0312019 | Time: 2145.8 ms [2021-01-21 21:11:36 main:574] : INFO : Epoch 566 | loss: 0.0311994 | val_loss: 0.0312009 | Time: 2250.57 ms [2021-01-21 21:11:39 main:574] : INFO : Epoch 567 | loss: 0.0311999 | val_loss: 0.0312005 | Time: 2276.65 ms [2021-01-21 21:11:41 main:574] : INFO : Epoch 568 | loss: 0.0311982 | val_loss: 0.0312014 | Time: 2316.34 ms [2021-01-21 21:11:43 main:574] : INFO : Epoch 569 | loss: 0.0311977 | val_loss: 0.0312067 | Time: 2276.36 ms [2021-01-21 21:11:46 main:574] : INFO : Epoch 570 | loss: 0.0312001 | val_loss: 0.0311997 | Time: 2291.61 ms [2021-01-21 21:11:48 main:574] : INFO : Epoch 571 | loss: 0.0311978 | val_loss: 0.0312008 | Time: 2260.41 ms [2021-01-21 21:11:50 main:574] : INFO : Epoch 572 | loss: 0.0311974 | val_loss: 0.0311987 | Time: 2287.91 ms [2021-01-21 21:11:53 main:574] : INFO : Epoch 573 | loss: 0.0311979 | val_loss: 0.0311997 | Time: 2209.08 ms [2021-01-21 21:11:55 main:574] : INFO : Epoch 574 | loss: 0.0311967 | val_loss: 0.0311977 | Time: 2383.47 ms [2021-01-21 21:11:57 main:574] : INFO : Epoch 575 | loss: 0.0311961 | val_loss: 0.0312011 | Time: 2207.55 ms [2021-01-21 21:12:00 main:574] : INFO : Epoch 576 | loss: 0.0311971 | val_loss: 0.0311979 | Time: 2306.43 ms [2021-01-21 21:12:02 main:574] : INFO : Epoch 577 | loss: 0.031197 | val_loss: 0.0311982 | Time: 2187.72 ms [2021-01-21 21:12:04 main:574] : INFO : Epoch 578 | loss: 0.0311962 | val_loss: 0.031199 | Time: 2367.32 ms [2021-01-21 21:12:07 main:574] : INFO : Epoch 579 | loss: 0.0311978 | val_loss: 0.0312001 | Time: 2170.17 ms [2021-01-21 21:12:09 main:574] : INFO : Epoch 580 | loss: 0.0311962 | val_loss: 0.0311983 | Time: 2179.77 ms [2021-01-21 21:12:11 main:574] : INFO : Epoch 581 | loss: 0.0311951 | val_loss: 0.0311979 | Time: 2322.14 ms [2021-01-21 21:12:13 main:574] : INFO : Epoch 582 | loss: 0.0311953 | val_loss: 0.0311986 | Time: 2126.76 ms [2021-01-21 21:12:16 main:574] : INFO : Epoch 583 | loss: 0.0311956 | val_loss: 0.0311981 | Time: 2141.7 ms [2021-01-21 21:12:18 main:574] : INFO : Epoch 584 | loss: 0.0311973 | val_loss: 0.0312024 | Time: 2318.05 ms [2021-01-21 21:12:20 main:574] : INFO : Epoch 585 | loss: 0.0311975 | val_loss: 0.0312006 | Time: 2189.44 ms [2021-01-21 21:12:22 main:574] : INFO : Epoch 586 | loss: 0.0311965 | val_loss: 0.0312002 | Time: 2169.28 ms [2021-01-21 21:12:25 main:574] : INFO : Epoch 587 | loss: 0.0311961 | val_loss: 0.0312061 | Time: 2264.01 ms [2021-01-21 21:12:27 main:574] : INFO : Epoch 588 | loss: 0.0311969 | val_loss: 0.0311995 | Time: 2302.21 ms [2021-01-21 21:12:29 main:574] : INFO : Epoch 589 | loss: 0.0311953 | val_loss: 0.0312034 | Time: 2243.65 ms [2021-01-21 21:12:32 main:574] : INFO : Epoch 590 | loss: 0.0311974 | val_loss: 0.0312016 | Time: 2289.32 ms [2021-01-21 21:12:34 main:574] : INFO : Epoch 591 | loss: 0.0311962 | val_loss: 0.0312045 | Time: 2366.27 ms [2021-01-21 21:12:36 main:574] : INFO : Epoch 592 | loss: 0.0311965 | val_loss: 0.0311994 | Time: 2221.45 ms [2021-01-21 21:12:39 main:574] : INFO : Epoch 593 | loss: 0.0311955 | val_loss: 0.0312005 | Time: 2075.09 ms [2021-01-21 21:12:41 main:574] : INFO : Epoch 594 | loss: 0.0311962 | val_loss: 0.0311991 | Time: 2245.28 ms [2021-01-21 21:12:43 main:574] : INFO : Epoch 595 | loss: 0.0311968 | val_loss: 0.0312012 | Time: 2242 ms [2021-01-21 21:12:46 main:574] : INFO : Epoch 596 | loss: 0.0311953 | val_loss: 0.0311988 | Time: 2220.2 ms [2021-01-21 21:12:48 main:574] : INFO : Epoch 597 | loss: 0.0311948 | val_loss: 0.031198 | Time: 2202.15 ms [2021-01-21 21:12:50 main:574] : INFO : Epoch 598 | loss: 0.0311946 | val_loss: 0.0311979 | Time: 2247.08 ms [2021-01-21 21:12:52 main:574] : INFO : Epoch 599 | loss: 0.0311961 | val_loss: 0.0311987 | Time: 2268.94 ms [2021-01-21 21:12:55 main:574] : INFO : Epoch 600 | loss: 0.0311961 | val_loss: 0.0312131 | Time: 2132.2 ms [2021-01-21 21:12:57 main:574] : INFO : Epoch 601 | loss: 0.031201 | val_loss: 0.0311995 | Time: 2276.54 ms [2021-01-21 21:12:59 main:574] : INFO : Epoch 602 | loss: 0.031196 | val_loss: 0.0311979 | Time: 2261.91 ms [2021-01-21 21:13:02 main:574] : INFO : Epoch 603 | loss: 0.0311945 | val_loss: 0.0312002 | Time: 2255.39 ms [2021-01-21 21:13:04 main:574] : INFO : Epoch 604 | loss: 0.0311974 | val_loss: 0.0312021 | Time: 2200.97 ms [2021-01-21 21:13:06 main:574] : INFO : Epoch 605 | loss: 0.0311955 | val_loss: 0.0311999 | Time: 2388.01 ms [2021-01-21 21:13:09 main:574] : INFO : Epoch 606 | loss: 0.031196 | val_loss: 0.0311985 | Time: 2310.54 ms [2021-01-21 21:13:11 main:574] : INFO : Epoch 607 | loss: 0.0311938 | val_loss: 0.0312021 | Time: 2287.11 ms [2021-01-21 21:13:13 main:574] : INFO : Epoch 608 | loss: 0.0311946 | val_loss: 0.0312014 | Time: 2331.89 ms [2021-01-21 21:13:16 main:574] : INFO : Epoch 609 | loss: 0.0311947 | val_loss: 0.0312 | Time: 2251.81 ms [2021-01-21 21:13:18 main:574] : INFO : Epoch 610 | loss: 0.0311958 | val_loss: 0.0311983 | Time: 2254.35 ms [2021-01-21 21:13:20 main:574] : INFO : Epoch 611 | loss: 0.0311979 | val_loss: 0.0311987 | Time: 2304.45 ms [2021-01-21 21:13:23 main:574] : INFO : Epoch 612 | loss: 0.0311953 | val_loss: 0.0312028 | Time: 2183.89 ms [2021-01-21 21:13:25 main:574] : INFO : Epoch 613 | loss: 0.0311976 | val_loss: 0.0311974 | Time: 2257.26 ms [2021-01-21 21:13:27 main:574] : INFO : Epoch 614 | loss: 0.0311958 | val_loss: 0.0312027 | Time: 2313.95 ms [2021-01-21 21:13:30 main:574] : INFO : Epoch 615 | loss: 0.0311969 | val_loss: 0.0311975 | Time: 2344.07 ms [2021-01-21 21:13:32 main:574] : INFO : Epoch 616 | loss: 0.0311945 | val_loss: 0.0311976 | Time: 2203.16 ms [2021-01-21 21:13:34 main:574] : INFO : Epoch 617 | loss: 0.0311943 | val_loss: 0.0311975 | Time: 2269.78 ms [2021-01-21 21:13:37 main:574] : INFO : Epoch 618 | loss: 0.0311949 | val_loss: 0.0311997 | Time: 2311.83 ms [2021-01-21 21:13:39 main:574] : INFO : Epoch 619 | loss: 0.0311961 | val_loss: 0.0311976 | Time: 2437.64 ms [2021-01-21 21:13:41 main:574] : INFO : Epoch 620 | loss: 0.0311967 | val_loss: 0.0311981 | Time: 2179.58 ms [2021-01-21 21:13:44 main:574] : INFO : Epoch 621 | loss: 0.0311952 | val_loss: 0.0311977 | Time: 2295.65 ms [2021-01-21 21:13:46 main:574] : INFO : Epoch 622 | loss: 0.0311941 | val_loss: 0.0311977 | Time: 2187.63 ms [2021-01-21 21:13:48 main:574] : INFO : Epoch 623 | loss: 0.0311945 | val_loss: 0.0311996 | Time: 2249.46 ms [2021-01-21 21:13:51 main:574] : INFO : Epoch 624 | loss: 0.0311951 | val_loss: 0.0311975 | Time: 2270.4 ms [2021-01-21 21:13:53 main:574] : INFO : Epoch 625 | loss: 0.0311981 | val_loss: 0.0312034 | Time: 2205.6 ms [2021-01-21 21:13:55 main:574] : INFO : Epoch 626 | loss: 0.0311956 | val_loss: 0.0311986 | Time: 2265.93 ms [2021-01-21 21:13:58 main:574] : INFO : Epoch 627 | loss: 0.031195 | val_loss: 0.0312005 | Time: 2274.92 ms [2021-01-21 21:14:00 main:574] : INFO : Epoch 628 | loss: 0.0311979 | val_loss: 0.0312041 | Time: 2253.97 ms [2021-01-21 21:14:02 main:574] : INFO : Epoch 629 | loss: 0.0311984 | val_loss: 0.0312017 | Time: 2301.71 ms [2021-01-21 21:14:05 main:574] : INFO : Epoch 630 | loss: 0.0311969 | val_loss: 0.0311988 | Time: 2329.79 ms [2021-01-21 21:14:07 main:574] : INFO : Epoch 631 | loss: 0.0311942 | val_loss: 0.0312014 | Time: 2261.87 ms [2021-01-21 21:14:09 main:574] : INFO : Epoch 632 | loss: 0.0311949 | val_loss: 0.0311974 | Time: 2155.2 ms [2021-01-21 21:14:12 main:574] : INFO : Epoch 633 | loss: 0.0311939 | val_loss: 0.0311975 | Time: 2323.27 ms [2021-01-21 21:14:14 main:574] : INFO : Epoch 634 | loss: 0.0311951 | val_loss: 0.0312014 | Time: 2152.64 ms [2021-01-21 21:14:16 main:574] : INFO : Epoch 635 | loss: 0.0311953 | val_loss: 0.0312006 | Time: 2375.15 ms [2021-01-21 21:14:19 main:574] : INFO : Epoch 636 | loss: 0.0311973 | val_loss: 0.0311978 | Time: 2394.96 ms [2021-01-21 21:14:21 main:574] : INFO : Epoch 637 | loss: 0.0311947 | val_loss: 0.0311973 | Time: 2237.32 ms [2021-01-21 21:14:23 main:574] : INFO : Epoch 638 | loss: 0.0311961 | val_loss: 0.0312034 | Time: 2297.62 ms [2021-01-21 21:14:26 main:574] : INFO : Epoch 639 | loss: 0.0311964 | val_loss: 0.0311959 | Time: 2246.18 ms [2021-01-21 21:14:28 main:574] : INFO : Epoch 640 | loss: 0.0311948 | val_loss: 0.0311958 | Time: 2271.45 ms [2021-01-21 21:14:30 main:574] : INFO : Epoch 641 | loss: 0.0311928 | val_loss: 0.0311973 | Time: 2286.52 ms [2021-01-21 21:14:33 main:574] : INFO : Epoch 642 | loss: 0.0311933 | val_loss: 0.0311982 | Time: 2268.67 ms [2021-01-21 21:14:35 main:574] : INFO : Epoch 643 | loss: 0.0311934 | val_loss: 0.0311955 | Time: 2328.92 ms [2021-01-21 21:14:38 main:574] : INFO : Epoch 644 | loss: 0.0311927 | val_loss: 0.0311958 | Time: 2434.63 ms [2021-01-21 21:14:40 main:574] : INFO : Epoch 645 | loss: 0.0311942 | val_loss: 0.0311983 | Time: 2377.47 ms [2021-01-21 21:14:42 main:574] : INFO : Epoch 646 | loss: 0.0311954 | val_loss: 0.0312049 | Time: 2152.47 ms [2021-01-21 21:14:44 main:574] : INFO : Epoch 647 | loss: 0.0311991 | val_loss: 0.0311994 | Time: 2247.07 ms [2021-01-21 21:14:47 main:574] : INFO : Epoch 648 | loss: 0.0311971 | val_loss: 0.0312027 | Time: 2261.81 ms [2021-01-21 21:14:49 main:574] : INFO : Epoch 649 | loss: 0.0311941 | val_loss: 0.0311958 | Time: 2282.49 ms [2021-01-21 21:14:51 main:574] : INFO : Epoch 650 | loss: 0.031196 | val_loss: 0.0312116 | Time: 2252.79 ms [2021-01-21 21:14:54 main:574] : INFO : Epoch 651 | loss: 0.0311996 | val_loss: 0.031205 | Time: 2274.09 ms [2021-01-21 21:14:56 main:574] : INFO : Epoch 652 | loss: 0.0311974 | val_loss: 0.0311977 | Time: 2209.58 ms [2021-01-21 21:14:58 main:574] : INFO : Epoch 653 | loss: 0.031196 | val_loss: 0.0311982 | Time: 2221.14 ms [2021-01-21 21:15:01 main:574] : INFO : Epoch 654 | loss: 0.0311927 | val_loss: 0.0311977 | Time: 2254.02 ms [2021-01-21 21:15:03 main:574] : INFO : Epoch 655 | loss: 0.0311935 | val_loss: 0.0311958 | Time: 2262.34 ms [2021-01-21 21:15:05 main:574] : INFO : Epoch 656 | loss: 0.0311936 | val_loss: 0.031197 | Time: 2268.24 ms [2021-01-21 21:15:07 main:574] : INFO : Epoch 657 | loss: 0.0311941 | val_loss: 0.0311955 | Time: 2263.01 ms [2021-01-21 21:15:10 main:574] : INFO : Epoch 658 | loss: 0.0311941 | val_loss: 0.0311961 | Time: 2410.31 ms [2021-01-21 21:15:12 main:574] : INFO : Epoch 659 | loss: 0.0311933 | val_loss: 0.0311953 | Time: 2363.48 ms [2021-01-21 21:15:15 main:574] : INFO : Epoch 660 | loss: 0.031192 | val_loss: 0.0311977 | Time: 2277.93 ms [2021-01-21 21:15:17 main:574] : INFO : Epoch 661 | loss: 0.0311935 | val_loss: 0.0311998 | Time: 2274.26 ms [2021-01-21 21:15:19 main:574] : INFO : Epoch 662 | loss: 0.0311928 | val_loss: 0.031196 | Time: 2303.82 ms [2021-01-21 21:15:22 main:574] : INFO : Epoch 663 | loss: 0.0311922 | val_loss: 0.0311959 | Time: 2269.65 ms [2021-01-21 21:15:24 main:574] : INFO : Epoch 664 | loss: 0.0311933 | val_loss: 0.0311976 | Time: 2259.07 ms [2021-01-21 21:15:26 main:574] : INFO : Epoch 665 | loss: 0.0311933 | val_loss: 0.0311978 | Time: 2241.24 ms [2021-01-21 21:15:29 main:574] : INFO : Epoch 666 | loss: 0.0311948 | val_loss: 0.0311979 | Time: 2295.59 ms [2021-01-21 21:15:31 main:574] : INFO : Epoch 667 | loss: 0.031196 | val_loss: 0.0311967 | Time: 2287 ms [2021-01-21 21:15:34 main:574] : INFO : Epoch 668 | loss: 0.0311938 | val_loss: 0.031201 | Time: 2378.81 ms [2021-01-21 21:15:36 main:574] : INFO : Epoch 669 | loss: 0.0311962 | val_loss: 0.0311981 | Time: 2316.54 ms [2021-01-21 21:15:38 main:574] : INFO : Epoch 670 | loss: 0.0311959 | val_loss: 0.0312088 | Time: 2351.77 ms [2021-01-21 21:15:41 main:574] : INFO : Epoch 671 | loss: 0.0311968 | val_loss: 0.0312007 | Time: 2246.72 ms [2021-01-21 21:15:43 main:574] : INFO : Epoch 672 | loss: 0.0311967 | val_loss: 0.0312012 | Time: 2249.91 ms [2021-01-21 21:15:45 main:574] : INFO : Epoch 673 | loss: 0.0311971 | val_loss: 0.0312012 | Time: 2342.1 ms [2021-01-21 21:15:48 main:574] : INFO : Epoch 674 | loss: 0.031197 | val_loss: 0.0312013 | Time: 2349.5 ms [2021-01-21 21:15:50 main:574] : INFO : Epoch 675 | loss: 0.0311967 | val_loss: 0.0311985 | Time: 2222.77 ms [2021-01-21 21:15:52 main:574] : INFO : Epoch 676 | loss: 0.0311953 | val_loss: 0.0311993 | Time: 2227.97 ms [2021-01-21 21:15:55 main:574] : INFO : Epoch 677 | loss: 0.0311944 | val_loss: 0.0311998 | Time: 2289.8 ms [2021-01-21 21:15:57 main:574] : INFO : Epoch 678 | loss: 0.0311957 | val_loss: 0.0312013 | Time: 2349.81 ms [2021-01-21 21:15:59 main:574] : INFO : Epoch 679 | loss: 0.031195 | val_loss: 0.0311992 | Time: 2254.71 ms [2021-01-21 21:16:02 main:574] : INFO : Epoch 680 | loss: 0.0311936 | val_loss: 0.031197 | Time: 2231.87 ms [2021-01-21 21:16:04 main:574] : INFO : Epoch 681 | loss: 0.0311963 | val_loss: 0.031199 | Time: 2320.52 ms [2021-01-21 21:16:06 main:574] : INFO : Epoch 682 | loss: 0.0311974 | val_loss: 0.0311977 | Time: 2388.5 ms [2021-01-21 21:16:09 main:574] : INFO : Epoch 683 | loss: 0.0311942 | val_loss: 0.0311962 | Time: 2205.11 ms [2021-01-21 21:16:11 main:574] : INFO : Epoch 684 | loss: 0.031193 | val_loss: 0.0311966 | Time: 2344.33 ms [2021-01-21 21:16:13 main:574] : INFO : Epoch 685 | loss: 0.0311938 | val_loss: 0.0311964 | Time: 2281.91 ms [2021-01-21 21:16:16 main:574] : INFO : Epoch 686 | loss: 0.031194 | val_loss: 0.0312072 | Time: 2371.52 ms [2021-01-21 21:16:18 main:574] : INFO : Epoch 687 | loss: 0.0311964 | val_loss: 0.0312005 | Time: 2265.72 ms [2021-01-21 21:16:21 main:574] : INFO : Epoch 688 | loss: 0.0311946 | val_loss: 0.0312027 | Time: 2320.87 ms [2021-01-21 21:16:23 main:574] : INFO : Epoch 689 | loss: 0.0311923 | val_loss: 0.0311956 | Time: 2285.17 ms [2021-01-21 21:16:25 main:574] : INFO : Epoch 690 | loss: 0.0311914 | val_loss: 0.0312018 | Time: 2340.59 ms [2021-01-21 21:16:28 main:574] : INFO : Epoch 691 | loss: 0.0311929 | val_loss: 0.0311956 | Time: 2388.75 ms [2021-01-21 21:16:30 main:574] : INFO : Epoch 692 | loss: 0.0311942 | val_loss: 0.0311989 | Time: 2274.47 ms [2021-01-21 21:16:33 main:574] : INFO : Epoch 693 | loss: 0.0311986 | val_loss: 0.0312025 | Time: 2348.51 ms [2021-01-21 21:16:35 main:574] : INFO : Epoch 694 | loss: 0.0311997 | val_loss: 0.0312023 | Time: 2290.47 ms [2021-01-21 21:16:37 main:574] : INFO : Epoch 695 | loss: 0.0311985 | val_loss: 0.0311997 | Time: 2213.05 ms [2021-01-21 21:16:40 main:574] : INFO : Epoch 696 | loss: 0.0311974 | val_loss: 0.0312001 | Time: 2342.03 ms [2021-01-21 21:16:42 main:574] : INFO : Epoch 697 | loss: 0.0311973 | val_loss: 0.0312039 | Time: 2301.36 ms [2021-01-21 21:16:44 main:574] : INFO : Epoch 698 | loss: 0.0311976 | val_loss: 0.0311996 | Time: 2389.46 ms [2021-01-21 21:16:47 main:574] : INFO : Epoch 699 | loss: 0.0311972 | val_loss: 0.0311997 | Time: 2227.8 ms [2021-01-21 21:16:49 main:574] : INFO : Epoch 700 | loss: 0.0311973 | val_loss: 0.0312013 | Time: 2274.82 ms [2021-01-21 21:16:52 main:574] : INFO : Epoch 701 | loss: 0.0311997 | val_loss: 0.0312016 | Time: 2328.9 ms [2021-01-21 21:16:54 main:574] : INFO : Epoch 702 | loss: 0.0311992 | val_loss: 0.0312013 | Time: 2265.03 ms [2021-01-21 21:16:56 main:574] : INFO : Epoch 703 | loss: 0.0311984 | val_loss: 0.0312003 | Time: 2191.22 ms [2021-01-21 21:16:59 main:574] : INFO : Epoch 704 | loss: 0.0311984 | val_loss: 0.0311995 | Time: 2257.83 ms [2021-01-21 21:17:01 main:574] : INFO : Epoch 705 | loss: 0.0312009 | val_loss: 0.0312051 | Time: 2324.88 ms [2021-01-21 21:17:03 main:574] : INFO : Epoch 706 | loss: 0.0311985 | val_loss: 0.0312016 | Time: 2327.29 ms [2021-01-21 21:17:06 main:574] : INFO : Epoch 707 | loss: 0.0311971 | val_loss: 0.0312006 | Time: 2263.61 ms [2021-01-21 21:17:08 main:574] : INFO : Epoch 708 | loss: 0.0311955 | val_loss: 0.0311971 | Time: 2224.02 ms [2021-01-21 21:17:10 main:574] : INFO : Epoch 709 | loss: 0.031195 | val_loss: 0.0311988 | Time: 2355.7 ms [2021-01-21 21:17:13 main:574] : INFO : Epoch 710 | loss: 0.0311981 | val_loss: 0.0311985 | Time: 2309.59 ms [2021-01-21 21:17:15 main:574] : INFO : Epoch 711 | loss: 0.0311957 | val_loss: 0.0311992 | Time: 2290.01 ms [2021-01-21 21:17:18 main:574] : INFO : Epoch 712 | loss: 0.0311999 | val_loss: 0.0311983 | Time: 2313.14 ms [2021-01-21 21:17:20 main:574] : INFO : Epoch 713 | loss: 0.0311961 | val_loss: 0.0311999 | Time: 2401.96 ms [2021-01-21 21:17:22 main:574] : INFO : Epoch 714 | loss: 0.0312002 | val_loss: 0.0312039 | Time: 2318.8 ms [2021-01-21 21:17:25 main:574] : INFO : Epoch 715 | loss: 0.031203 | val_loss: 0.0312068 | Time: 2332.97 ms [2021-01-21 21:17:27 main:574] : INFO : Epoch 716 | loss: 0.0312013 | val_loss: 0.0312024 | Time: 2233.8 ms [2021-01-21 21:17:29 main:574] : INFO : Epoch 717 | loss: 0.0312003 | val_loss: 0.031202 | Time: 2309.13 ms [2021-01-21 21:17:32 main:574] : INFO : Epoch 718 | loss: 0.0312 | val_loss: 0.0312021 | Time: 2294.38 ms [2021-01-21 21:17:34 main:574] : INFO : Epoch 719 | loss: 0.0311991 | val_loss: 0.0312018 | Time: 2368.39 ms [2021-01-21 21:17:37 main:574] : INFO : Epoch 720 | loss: 0.0311981 | val_loss: 0.0312013 | Time: 2320.63 ms [2021-01-21 21:17:39 main:574] : INFO : Epoch 721 | loss: 0.0311971 | val_loss: 0.0311996 | Time: 2339.01 ms [2021-01-21 21:17:41 main:574] : INFO : Epoch 722 | loss: 0.031197 | val_loss: 0.0312013 | Time: 2347.07 ms [2021-01-21 21:17:44 main:574] : INFO : Epoch 723 | loss: 0.0312018 | val_loss: 0.0312035 | Time: 2302.14 ms [2021-01-21 21:17:46 main:574] : INFO : Epoch 724 | loss: 0.0311998 | val_loss: 0.0312001 | Time: 2243.47 ms [2021-01-21 21:17:48 main:574] : INFO : Epoch 725 | loss: 0.031197 | val_loss: 0.0311999 | Time: 2252.85 ms [2021-01-21 21:17:51 main:574] : INFO : Epoch 726 | loss: 0.0311984 | val_loss: 0.0312019 | Time: 2306.67 ms [2021-01-21 21:17:53 main:574] : INFO : Epoch 727 | loss: 0.0311989 | val_loss: 0.0312028 | Time: 2232.37 ms [2021-01-21 21:17:55 main:574] : INFO : Epoch 728 | loss: 0.0311999 | val_loss: 0.0312025 | Time: 2256.88 ms [2021-01-21 21:17:58 main:574] : INFO : Epoch 729 | loss: 0.0311973 | val_loss: 0.0312022 | Time: 2268.74 ms [2021-01-21 21:18:00 main:574] : INFO : Epoch 730 | loss: 0.0311973 | val_loss: 0.0311985 | Time: 2199 ms [2021-01-21 21:18:02 main:574] : INFO : Epoch 731 | loss: 0.0311976 | val_loss: 0.0312006 | Time: 2378.21 ms [2021-01-21 21:18:05 main:574] : INFO : Epoch 732 | loss: 0.0311967 | val_loss: 0.0312008 | Time: 2339.72 ms [2021-01-21 21:18:07 main:574] : INFO : Epoch 733 | loss: 0.0311973 | val_loss: 0.0311969 | Time: 2292.09 ms [2021-01-21 21:18:09 main:574] : INFO : Epoch 734 | loss: 0.0311963 | val_loss: 0.031196 | Time: 2249.68 ms [2021-01-21 21:18:12 main:574] : INFO : Epoch 735 | loss: 0.0311952 | val_loss: 0.0311974 | Time: 2243.13 ms [2021-01-21 21:18:14 main:574] : INFO : Epoch 736 | loss: 0.0311939 | val_loss: 0.0311961 | Time: 2364.16 ms [2021-01-21 21:18:16 main:574] : INFO : Epoch 737 | loss: 0.0311958 | val_loss: 0.0311992 | Time: 2185.51 ms [2021-01-21 21:18:19 main:574] : INFO : Epoch 738 | loss: 0.0311945 | val_loss: 0.0311948 | Time: 2274.63 ms [2021-01-21 21:18:21 main:574] : INFO : Epoch 739 | loss: 0.031193 | val_loss: 0.0311958 | Time: 2259.22 ms [2021-01-21 21:18:23 main:574] : INFO : Epoch 740 | loss: 0.0311923 | val_loss: 0.0311992 | Time: 2270.51 ms [2021-01-21 21:18:26 main:574] : INFO : Epoch 741 | loss: 0.0311939 | val_loss: 0.0311961 | Time: 2263 ms [2021-01-21 21:18:28 main:574] : INFO : Epoch 742 | loss: 0.0311966 | val_loss: 0.0312008 | Time: 2343.03 ms [2021-01-21 21:18:31 main:574] : INFO : Epoch 743 | loss: 0.0311951 | val_loss: 0.031197 | Time: 2396.3 ms [2021-01-21 21:18:33 main:574] : INFO : Epoch 744 | loss: 0.031195 | val_loss: 0.0311962 | Time: 2325.39 ms [2021-01-21 21:18:35 main:574] : INFO : Epoch 745 | loss: 0.0311938 | val_loss: 0.0311964 | Time: 2267.44 ms [2021-01-21 21:18:38 main:574] : INFO : Epoch 746 | loss: 0.0311957 | val_loss: 0.0311949 | Time: 2273.95 ms [2021-01-21 21:18:40 main:574] : INFO : Epoch 747 | loss: 0.0311941 | val_loss: 0.0311953 | Time: 2247.85 ms [2021-01-21 21:18:42 main:574] : INFO : Epoch 748 | loss: 0.0311931 | val_loss: 0.0311943 | Time: 2384.78 ms [2021-01-21 21:18:45 main:574] : INFO : Epoch 749 | loss: 0.0311929 | val_loss: 0.0311938 | Time: 2286.13 ms [2021-01-21 21:18:47 main:574] : INFO : Epoch 750 | loss: 0.0311918 | val_loss: 0.0311962 | Time: 2341.68 ms [2021-01-21 21:18:49 main:574] : INFO : Epoch 751 | loss: 0.0311956 | val_loss: 0.0311975 | Time: 2267.98 ms [2021-01-21 21:18:52 main:574] : INFO : Epoch 752 | loss: 0.0311957 | val_loss: 0.031196 | Time: 2258.22 ms [2021-01-21 21:18:54 main:574] : INFO : Epoch 753 | loss: 0.0311962 | val_loss: 0.0311963 | Time: 2266.75 ms [2021-01-21 21:18:57 main:574] : INFO : Epoch 754 | loss: 0.0311932 | val_loss: 0.0311957 | Time: 2282.18 ms [2021-01-21 21:18:59 main:574] : INFO : Epoch 755 | loss: 0.0311933 | val_loss: 0.0311965 | Time: 2364.94 ms [2021-01-21 21:19:01 main:574] : INFO : Epoch 756 | loss: 0.0311924 | val_loss: 0.0311952 | Time: 2232.41 ms [2021-01-21 21:19:04 main:574] : INFO : Epoch 757 | loss: 0.0311922 | val_loss: 0.0311985 | Time: 2300.69 ms [2021-01-21 21:19:06 main:574] : INFO : Epoch 758 | loss: 0.0311926 | val_loss: 0.0311956 | Time: 2327.1 ms [2021-01-21 21:19:08 main:574] : INFO : Epoch 759 | loss: 0.0311926 | val_loss: 0.0312004 | Time: 2170.54 ms [2021-01-21 21:19:11 main:574] : INFO : Epoch 760 | loss: 0.0311916 | val_loss: 0.031195 | Time: 2363.98 ms [2021-01-21 21:19:13 main:574] : INFO : Epoch 761 | loss: 0.0311928 | val_loss: 0.031196 | Time: 2383.64 ms [2021-01-21 21:19:15 main:574] : INFO : Epoch 762 | loss: 0.0311927 | val_loss: 0.0312135 | Time: 2332.02 ms [2021-01-21 21:19:18 main:574] : INFO : Epoch 763 | loss: 0.0311991 | val_loss: 0.0311945 | Time: 2256.19 ms [2021-01-21 21:19:20 main:574] : INFO : Epoch 764 | loss: 0.0311931 | val_loss: 0.0311956 | Time: 2118.13 ms [2021-01-21 21:19:22 main:574] : INFO : Epoch 765 | loss: 0.0311925 | val_loss: 0.0311987 | Time: 2197.47 ms [2021-01-21 21:19:25 main:574] : INFO : Epoch 766 | loss: 0.0311913 | val_loss: 0.0311943 | Time: 2351.03 ms [2021-01-21 21:19:27 main:574] : INFO : Epoch 767 | loss: 0.0311902 | val_loss: 0.0311937 | Time: 2364.3 ms [2021-01-21 21:19:29 main:574] : INFO : Epoch 768 | loss: 0.031191 | val_loss: 0.0311959 | Time: 2310.5 ms [2021-01-21 21:19:32 main:574] : INFO : Epoch 769 | loss: 0.0311943 | val_loss: 0.0312018 | Time: 2207.3 ms [2021-01-21 21:19:34 main:574] : INFO : Epoch 770 | loss: 0.0311943 | val_loss: 0.0312011 | Time: 2207.64 ms [2021-01-21 21:19:36 main:574] : INFO : Epoch 771 | loss: 0.0311916 | val_loss: 0.0312065 | Time: 2472.14 ms [2021-01-21 21:19:39 main:574] : INFO : Epoch 772 | loss: 0.0311952 | val_loss: 0.0312033 | Time: 2325.77 ms [2021-01-21 21:19:41 main:574] : INFO : Epoch 773 | loss: 0.0311915 | val_loss: 0.0311931 | Time: 2341.25 ms [2021-01-21 21:19:43 main:574] : INFO : Epoch 774 | loss: 0.0311925 | val_loss: 0.0311994 | Time: 2269 ms [2021-01-21 21:19:46 main:574] : INFO : Epoch 775 | loss: 0.0311924 | val_loss: 0.0311969 | Time: 2291.35 ms [2021-01-21 21:19:48 main:574] : INFO : Epoch 776 | loss: 0.0311928 | val_loss: 0.0311939 | Time: 2249.7 ms [2021-01-21 21:19:50 main:574] : INFO : Epoch 777 | loss: 0.0311906 | val_loss: 0.0311934 | Time: 2240.53 ms [2021-01-21 21:19:53 main:574] : INFO : Epoch 778 | loss: 0.0311893 | val_loss: 0.0311929 | Time: 2229.21 ms [2021-01-21 21:19:55 main:574] : INFO : Epoch 779 | loss: 0.0311919 | val_loss: 0.0311966 | Time: 2286.74 ms [2021-01-21 21:19:57 main:574] : INFO : Epoch 780 | loss: 0.0311939 | val_loss: 0.0312004 | Time: 2314.52 ms [2021-01-21 21:20:00 main:574] : INFO : Epoch 781 | loss: 0.0311926 | val_loss: 0.031196 | Time: 2233.16 ms [2021-01-21 21:20:02 main:574] : INFO : Epoch 782 | loss: 0.0311933 | val_loss: 0.0311961 | Time: 2237.31 ms [2021-01-21 21:20:04 main:574] : INFO : Epoch 783 | loss: 0.0311915 | val_loss: 0.0311946 | Time: 2256.29 ms [2021-01-21 21:20:07 main:574] : INFO : Epoch 784 | loss: 0.0311914 | val_loss: 0.0311964 | Time: 2278.12 ms [2021-01-21 21:20:09 main:574] : INFO : Epoch 785 | loss: 0.0311907 | val_loss: 0.0311946 | Time: 2273.92 ms [2021-01-21 21:20:11 main:574] : INFO : Epoch 786 | loss: 0.0311924 | val_loss: 0.0311955 | Time: 2173.34 ms [2021-01-21 21:20:14 main:574] : INFO : Epoch 787 | loss: 0.0311906 | val_loss: 0.0311967 | Time: 2345.84 ms [2021-01-21 21:20:16 main:574] : INFO : Epoch 788 | loss: 0.0311943 | val_loss: 0.0311956 | Time: 2100.19 ms [2021-01-21 21:20:18 main:574] : INFO : Epoch 789 | loss: 0.0311919 | val_loss: 0.0311934 | Time: 2186.57 ms [2021-01-21 21:20:21 main:574] : INFO : Epoch 790 | loss: 0.0311912 | val_loss: 0.0311936 | Time: 2330.52 ms [2021-01-21 21:20:23 main:574] : INFO : Epoch 791 | loss: 0.0311914 | val_loss: 0.0311927 | Time: 2294.28 ms [2021-01-21 21:20:25 main:574] : INFO : Epoch 792 | loss: 0.0311919 | val_loss: 0.0311973 | Time: 2310.93 ms [2021-01-21 21:20:28 main:574] : INFO : Epoch 793 | loss: 0.0311907 | val_loss: 0.0311946 | Time: 2366.31 ms [2021-01-21 21:20:30 main:574] : INFO : Epoch 794 | loss: 0.0311896 | val_loss: 0.0311938 | Time: 2208.36 ms [2021-01-21 21:20:32 main:574] : INFO : Epoch 795 | loss: 0.0311932 | val_loss: 0.0311987 | Time: 2274.78 ms [2021-01-21 21:20:35 main:574] : INFO : Epoch 796 | loss: 0.0311941 | val_loss: 0.0312007 | Time: 2403.88 ms [2021-01-21 21:20:37 main:574] : INFO : Epoch 797 | loss: 0.0312025 | val_loss: 0.0312057 | Time: 2343.23 ms [2021-01-21 21:20:39 main:574] : INFO : Epoch 798 | loss: 0.0312015 | val_loss: 0.0312052 | Time: 2256.08 ms [2021-01-21 21:20:42 main:574] : INFO : Epoch 799 | loss: 0.0312015 | val_loss: 0.0312005 | Time: 2244.76 ms [2021-01-21 21:20:44 main:574] : INFO : Epoch 800 | loss: 0.0311993 | val_loss: 0.0312036 | Time: 2253.9 ms [2021-01-21 21:20:46 main:574] : INFO : Epoch 801 | loss: 0.0311979 | val_loss: 0.0312014 | Time: 2241.99 ms [2021-01-21 21:20:49 main:574] : INFO : Epoch 802 | loss: 0.0311993 | val_loss: 0.0311968 | Time: 2200.59 ms [2021-01-21 21:20:51 main:574] : INFO : Epoch 803 | loss: 0.031194 | val_loss: 0.0311964 | Time: 2418.16 ms [2021-01-21 21:20:53 main:574] : INFO : Epoch 804 | loss: 0.0311932 | val_loss: 0.0311962 | Time: 2318.29 ms [2021-01-21 21:20:56 main:574] : INFO : Epoch 805 | loss: 0.0311932 | val_loss: 0.031195 | Time: 2301.57 ms [2021-01-21 21:20:58 main:574] : INFO : Epoch 806 | loss: 0.0311957 | val_loss: 0.0312004 | Time: 2259.67 ms [2021-01-21 21:21:00 main:574] : INFO : Epoch 807 | loss: 0.0311943 | val_loss: 0.0311955 | Time: 2277.11 ms [2021-01-21 21:21:03 main:574] : INFO : Epoch 808 | loss: 0.0311953 | val_loss: 0.0311993 | Time: 2335.35 ms [2021-01-21 21:21:05 main:574] : INFO : Epoch 809 | loss: 0.0311965 | val_loss: 0.0311957 | Time: 2315.51 ms [2021-01-21 21:21:07 main:574] : INFO : Epoch 810 | loss: 0.0311968 | val_loss: 0.0311974 | Time: 2242.99 ms [2021-01-21 21:21:10 main:574] : INFO : Epoch 811 | loss: 0.0311954 | val_loss: 0.0311996 | Time: 2299.58 ms [2021-01-21 21:21:12 main:574] : INFO : Epoch 812 | loss: 0.0311973 | val_loss: 0.0312024 | Time: 2184.68 ms [2021-01-21 21:21:15 main:574] : INFO : Epoch 813 | loss: 0.0311985 | val_loss: 0.0312004 | Time: 2444.32 ms [2021-01-21 21:21:17 main:574] : INFO : Epoch 814 | loss: 0.0311965 | val_loss: 0.0311978 | Time: 2361.36 ms [2021-01-21 21:21:19 main:574] : INFO : Epoch 815 | loss: 0.0311952 | val_loss: 0.0311955 | Time: 2232.21 ms [2021-01-21 21:21:22 main:574] : INFO : Epoch 816 | loss: 0.0311961 | val_loss: 0.0311952 | Time: 2232.43 ms [2021-01-21 21:21:24 main:574] : INFO : Epoch 817 | loss: 0.0311951 | val_loss: 0.0311986 | Time: 2369.11 ms [2021-01-21 21:21:26 main:574] : INFO : Epoch 818 | loss: 0.0311947 | val_loss: 0.0311966 | Time: 2362.66 ms [2021-01-21 21:21:29 main:574] : INFO : Epoch 819 | loss: 0.031193 | val_loss: 0.0311966 | Time: 2344.99 ms [2021-01-21 21:21:31 main:574] : INFO : Epoch 820 | loss: 0.0311917 | val_loss: 0.0311998 | Time: 2302.76 ms [2021-01-21 21:21:34 main:574] : INFO : Epoch 821 | loss: 0.0311926 | val_loss: 0.0311975 | Time: 2344.23 ms [2021-01-21 21:21:36 main:574] : INFO : Epoch 822 | loss: 0.0311918 | val_loss: 0.0311947 | Time: 2305.61 ms [2021-01-21 21:21:38 main:574] : INFO : Epoch 823 | loss: 0.0311904 | val_loss: 0.0311938 | Time: 2407.54 ms [2021-01-21 21:21:41 main:574] : INFO : Epoch 824 | loss: 0.0311903 | val_loss: 0.0311958 | Time: 2281.14 ms [2021-01-21 21:21:43 main:574] : INFO : Epoch 825 | loss: 0.0311888 | val_loss: 0.0311917 | Time: 2347.75 ms [2021-01-21 21:21:46 main:574] : INFO : Epoch 826 | loss: 0.0311879 | val_loss: 0.031192 | Time: 2287.83 ms [2021-01-21 21:21:48 main:574] : INFO : Epoch 827 | loss: 0.0311871 | val_loss: 0.0311934 | Time: 2293.8 ms [2021-01-21 21:21:50 main:574] : INFO : Epoch 828 | loss: 0.0311881 | val_loss: 0.0311926 | Time: 2361.07 ms [2021-01-21 21:21:53 main:574] : INFO : Epoch 829 | loss: 0.0311891 | val_loss: 0.0311934 | Time: 2324.02 ms [2021-01-21 21:21:55 main:574] : INFO : Epoch 830 | loss: 0.0311893 | val_loss: 0.0311925 | Time: 2370.26 ms [2021-01-21 21:21:58 main:574] : INFO : Epoch 831 | loss: 0.0311888 | val_loss: 0.0311923 | Time: 2405.37 ms [2021-01-21 21:22:00 main:574] : INFO : Epoch 832 | loss: 0.0311887 | val_loss: 0.0311921 | Time: 2227.57 ms [2021-01-21 21:22:02 main:574] : INFO : Epoch 833 | loss: 0.0311877 | val_loss: 0.0311915 | Time: 2312.06 ms [2021-01-21 21:22:05 main:574] : INFO : Epoch 834 | loss: 0.0311878 | val_loss: 0.0311989 | Time: 2333.11 ms [2021-01-21 21:22:07 main:574] : INFO : Epoch 835 | loss: 0.0311934 | val_loss: 0.0311996 | Time: 2237.04 ms [2021-01-21 21:22:09 main:574] : INFO : Epoch 836 | loss: 0.0311928 | val_loss: 0.0311964 | Time: 2273.48 ms [2021-01-21 21:22:12 main:574] : INFO : Epoch 837 | loss: 0.0311916 | val_loss: 0.0312008 | Time: 2342.88 ms [2021-01-21 21:22:14 main:574] : INFO : Epoch 838 | loss: 0.031194 | val_loss: 0.0312068 | Time: 2291.79 ms [2021-01-21 21:22:17 main:574] : INFO : Epoch 839 | loss: 0.0311982 | val_loss: 0.0312028 | Time: 2402.15 ms [2021-01-21 21:22:19 main:574] : INFO : Epoch 840 | loss: 0.0311985 | val_loss: 0.031208 | Time: 2336.37 ms [2021-01-21 21:22:21 main:574] : INFO : Epoch 841 | loss: 0.0312005 | val_loss: 0.0312011 | Time: 2288.45 ms [2021-01-21 21:22:24 main:574] : INFO : Epoch 842 | loss: 0.0311949 | val_loss: 0.0311978 | Time: 2291.28 ms [2021-01-21 21:22:26 main:574] : INFO : Epoch 843 | loss: 0.0311918 | val_loss: 0.0311959 | Time: 2269.54 ms [2021-01-21 21:22:28 main:574] : INFO : Epoch 844 | loss: 0.0311908 | val_loss: 0.0312009 | Time: 2289.57 ms [2021-01-21 21:22:31 main:574] : INFO : Epoch 845 | loss: 0.0311936 | val_loss: 0.0311979 | Time: 2336.77 ms [2021-01-21 21:22:33 main:574] : INFO : Epoch 846 | loss: 0.0311911 | val_loss: 0.0311971 | Time: 2294.43 ms [2021-01-21 21:22:35 main:574] : INFO : Epoch 847 | loss: 0.0311899 | val_loss: 0.0311957 | Time: 2240.75 ms [2021-01-21 21:22:38 main:574] : INFO : Epoch 848 | loss: 0.0311904 | val_loss: 0.0311958 | Time: 2277.75 ms [2021-01-21 21:22:40 main:574] : INFO : Epoch 849 | loss: 0.0311906 | val_loss: 0.0312091 | Time: 2339.03 ms [2021-01-21 21:22:42 main:574] : INFO : Epoch 850 | loss: 0.0311961 | val_loss: 0.0311976 | Time: 2287.75 ms [2021-01-21 21:22:45 main:574] : INFO : Epoch 851 | loss: 0.0311905 | val_loss: 0.031195 | Time: 2305.93 ms [2021-01-21 21:22:47 main:574] : INFO : Epoch 852 | loss: 0.0311899 | val_loss: 0.0311936 | Time: 2253.59 ms [2021-01-21 21:22:49 main:574] : INFO : Epoch 853 | loss: 0.0311892 | val_loss: 0.0311955 | Time: 2321.48 ms [2021-01-21 21:22:52 main:574] : INFO : Epoch 854 | loss: 0.0311887 | val_loss: 0.031194 | Time: 2294.45 ms [2021-01-21 21:22:54 main:574] : INFO : Epoch 855 | loss: 0.0311868 | val_loss: 0.0311936 | Time: 2312.98 ms [2021-01-21 21:22:56 main:574] : INFO : Epoch 856 | loss: 0.0311877 | val_loss: 0.0311941 | Time: 2314.33 ms [2021-01-21 21:22:59 main:574] : INFO : Epoch 857 | loss: 0.0311893 | val_loss: 0.0311951 | Time: 2311.72 ms [2021-01-21 21:23:01 main:574] : INFO : Epoch 858 | loss: 0.0311874 | val_loss: 0.0311929 | Time: 2326.98 ms [2021-01-21 21:23:03 main:574] : INFO : Epoch 859 | loss: 0.0311855 | val_loss: 0.0311934 | Time: 2203.07 ms [2021-01-21 21:23:06 main:574] : INFO : Epoch 860 | loss: 0.0311873 | val_loss: 0.0311934 | Time: 2261.72 ms [2021-01-21 21:23:08 main:574] : INFO : Epoch 861 | loss: 0.031187 | val_loss: 0.0311928 | Time: 2275.84 ms [2021-01-21 21:23:10 main:574] : INFO : Epoch 862 | loss: 0.031186 | val_loss: 0.0311967 | Time: 2222.67 ms [2021-01-21 21:23:13 main:574] : INFO : Epoch 863 | loss: 0.0311939 | val_loss: 0.0312005 | Time: 2199.64 ms [2021-01-21 21:23:15 main:574] : INFO : Epoch 864 | loss: 0.0311924 | val_loss: 0.0311954 | Time: 2270.01 ms [2021-01-21 21:23:17 main:574] : INFO : Epoch 865 | loss: 0.0311902 | val_loss: 0.031195 | Time: 2379.07 ms [2021-01-21 21:23:20 main:574] : INFO : Epoch 866 | loss: 0.0311906 | val_loss: 0.0311953 | Time: 2290.94 ms [2021-01-21 21:23:22 main:574] : INFO : Epoch 867 | loss: 0.0311901 | val_loss: 0.0311951 | Time: 2250.74 ms [2021-01-21 21:23:24 main:574] : INFO : Epoch 868 | loss: 0.0311899 | val_loss: 0.0311996 | Time: 2250.24 ms [2021-01-21 21:23:27 main:574] : INFO : Epoch 869 | loss: 0.0311918 | val_loss: 0.0311943 | Time: 2336.11 ms [2021-01-21 21:23:29 main:574] : INFO : Epoch 870 | loss: 0.0311904 | val_loss: 0.0311978 | Time: 2371.04 ms [2021-01-21 21:23:32 main:574] : INFO : Epoch 871 | loss: 0.0311883 | val_loss: 0.0311928 | Time: 2254.27 ms [2021-01-21 21:23:34 main:574] : INFO : Epoch 872 | loss: 0.0311877 | val_loss: 0.0311973 | Time: 2240.39 ms [2021-01-21 21:23:36 main:574] : INFO : Epoch 873 | loss: 0.0311878 | val_loss: 0.0311929 | Time: 2277.61 ms [2021-01-21 21:23:39 main:574] : INFO : Epoch 874 | loss: 0.0311863 | val_loss: 0.0312018 | Time: 2373.79 ms [2021-01-21 21:23:41 main:574] : INFO : Epoch 875 | loss: 0.0311873 | val_loss: 0.0311932 | Time: 2268.29 ms [2021-01-21 21:23:43 main:574] : INFO : Epoch 876 | loss: 0.0311889 | val_loss: 0.0311956 | Time: 2290.29 ms [2021-01-21 21:23:46 main:574] : INFO : Epoch 877 | loss: 0.0311872 | val_loss: 0.0311936 | Time: 2330.4 ms [2021-01-21 21:23:48 main:574] : INFO : Epoch 878 | loss: 0.0311876 | val_loss: 0.0311939 | Time: 2205.84 ms [2021-01-21 21:23:50 main:574] : INFO : Epoch 879 | loss: 0.0311863 | val_loss: 0.0311945 | Time: 2391.12 ms [2021-01-21 21:23:53 main:574] : INFO : Epoch 880 | loss: 0.0311866 | val_loss: 0.0311945 | Time: 2260.37 ms [2021-01-21 21:23:55 main:574] : INFO : Epoch 881 | loss: 0.0311876 | val_loss: 0.0311957 | Time: 2416.61 ms [2021-01-21 21:23:58 main:574] : INFO : Epoch 882 | loss: 0.0311891 | val_loss: 0.0311931 | Time: 2311.58 ms [2021-01-21 21:24:00 main:574] : INFO : Epoch 883 | loss: 0.0311875 | val_loss: 0.0311938 | Time: 2242.89 ms [2021-01-21 21:24:02 main:574] : INFO : Epoch 884 | loss: 0.0311856 | val_loss: 0.0311924 | Time: 2281.61 ms [2021-01-21 21:24:05 main:574] : INFO : Epoch 885 | loss: 0.0311848 | val_loss: 0.0311927 | Time: 2249.96 ms [2021-01-21 21:24:07 main:574] : INFO : Epoch 886 | loss: 0.0311847 | val_loss: 0.031193 | Time: 2406.57 ms [2021-01-21 21:24:10 main:574] : INFO : Epoch 887 | loss: 0.0311851 | val_loss: 0.0311926 | Time: 2368.85 ms [2021-01-21 21:24:12 main:574] : INFO : Epoch 888 | loss: 0.0311865 | val_loss: 0.0311911 | Time: 2279.81 ms [2021-01-21 21:24:14 main:574] : INFO : Epoch 889 | loss: 0.031186 | val_loss: 0.0311989 | Time: 2230.5 ms [2021-01-21 21:24:17 main:574] : INFO : Epoch 890 | loss: 0.0311858 | val_loss: 0.0311916 | Time: 2266.52 ms [2021-01-21 21:24:19 main:574] : INFO : Epoch 891 | loss: 0.0311861 | val_loss: 0.0311933 | Time: 2197.57 ms [2021-01-21 21:24:21 main:574] : INFO : Epoch 892 | loss: 0.0311859 | val_loss: 0.0311907 | Time: 2154.95 ms [2021-01-21 21:24:23 main:574] : INFO : Epoch 893 | loss: 0.031186 | val_loss: 0.0311926 | Time: 2305.47 ms [2021-01-21 21:24:26 main:574] : INFO : Epoch 894 | loss: 0.031185 | val_loss: 0.0311903 | Time: 2308.29 ms [2021-01-21 21:24:28 main:574] : INFO : Epoch 895 | loss: 0.0311845 | val_loss: 0.0311898 | Time: 2413.03 ms [2021-01-21 21:24:31 main:574] : INFO : Epoch 896 | loss: 0.0311829 | val_loss: 0.0311894 | Time: 2397.51 ms [2021-01-21 21:24:33 main:574] : INFO : Epoch 897 | loss: 0.0311833 | val_loss: 0.0311939 | Time: 2244.43 ms [2021-01-21 21:24:35 main:574] : INFO : Epoch 898 | loss: 0.0311869 | val_loss: 0.0311938 | Time: 2220.79 ms [2021-01-21 21:24:38 main:574] : INFO : Epoch 899 | loss: 0.0311834 | val_loss: 0.0311903 | Time: 2299.67 ms [2021-01-21 21:24:40 main:574] : INFO : Epoch 900 | loss: 0.0311843 | val_loss: 0.0311928 | Time: 2256.88 ms [2021-01-21 21:24:42 main:574] : INFO : Epoch 901 | loss: 0.0311857 | val_loss: 0.0311909 | Time: 2244.39 ms [2021-01-21 21:24:45 main:574] : INFO : Epoch 902 | loss: 0.0311867 | val_loss: 0.0311927 | Time: 2320.35 ms [2021-01-21 21:24:47 main:574] : INFO : Epoch 903 | loss: 0.0311857 | val_loss: 0.0311907 | Time: 2184.42 ms [2021-01-21 21:24:49 main:574] : INFO : Epoch 904 | loss: 0.0311833 | val_loss: 0.0311922 | Time: 2194.02 ms [2021-01-21 21:24:52 main:574] : INFO : Epoch 905 | loss: 0.0311836 | val_loss: 0.0311913 | Time: 2179.23 ms [2021-01-21 21:24:54 main:574] : INFO : Epoch 906 | loss: 0.0311833 | val_loss: 0.0311892 | Time: 2117.45 ms [2021-01-21 21:24:56 main:574] : INFO : Epoch 907 | loss: 0.0311822 | val_loss: 0.0311893 | Time: 2364.1 ms [2021-01-21 21:24:58 main:574] : INFO : Epoch 908 | loss: 0.0311819 | val_loss: 0.0311875 | Time: 2217.04 ms [2021-01-21 21:25:01 main:574] : INFO : Epoch 909 | loss: 0.031182 | val_loss: 0.0311882 | Time: 2246.43 ms [2021-01-21 21:25:03 main:574] : INFO : Epoch 910 | loss: 0.0311825 | val_loss: 0.0311896 | Time: 2248.27 ms [2021-01-21 21:25:05 main:574] : INFO : Epoch 911 | loss: 0.0311836 | val_loss: 0.0311902 | Time: 2292.29 ms [2021-01-21 21:25:08 main:574] : INFO : Epoch 912 | loss: 0.0311848 | val_loss: 0.0311898 | Time: 2261.82 ms [2021-01-21 21:25:10 main:574] : INFO : Epoch 913 | loss: 0.0311832 | val_loss: 0.0311901 | Time: 2260.69 ms [2021-01-21 21:25:12 main:574] : INFO : Epoch 914 | loss: 0.0311835 | val_loss: 0.0311907 | Time: 2323.33 ms [2021-01-21 21:25:15 main:574] : INFO : Epoch 915 | loss: 0.0311839 | val_loss: 0.0311905 | Time: 2225.07 ms [2021-01-21 21:25:17 main:574] : INFO : Epoch 916 | loss: 0.0311828 | val_loss: 0.0311896 | Time: 2278.63 ms [2021-01-21 21:25:19 main:574] : INFO : Epoch 917 | loss: 0.0311882 | val_loss: 0.031194 | Time: 2282.95 ms [2021-01-21 21:25:22 main:574] : INFO : Epoch 918 | loss: 0.0311865 | val_loss: 0.0311955 | Time: 2343.57 ms [2021-01-21 21:25:24 main:574] : INFO : Epoch 919 | loss: 0.0311861 | val_loss: 0.0311933 | Time: 2198.9 ms [2021-01-21 21:25:26 main:574] : INFO : Epoch 920 | loss: 0.0311841 | val_loss: 0.0311905 | Time: 2348.81 ms [2021-01-21 21:25:29 main:574] : INFO : Epoch 921 | loss: 0.031183 | val_loss: 0.0311894 | Time: 2243.75 ms [2021-01-21 21:25:31 main:574] : INFO : Epoch 922 | loss: 0.0311836 | val_loss: 0.0311953 | Time: 2311.41 ms [2021-01-21 21:25:33 main:574] : INFO : Epoch 923 | loss: 0.0311906 | val_loss: 0.0311924 | Time: 2213.91 ms [2021-01-21 21:25:36 main:574] : INFO : Epoch 924 | loss: 0.0311844 | val_loss: 0.0311887 | Time: 2309.05 ms [2021-01-21 21:25:38 main:574] : INFO : Epoch 925 | loss: 0.0311836 | val_loss: 0.0311895 | Time: 2467.75 ms [2021-01-21 21:25:40 main:574] : INFO : Epoch 926 | loss: 0.031186 | val_loss: 0.0311911 | Time: 2273.8 ms [2021-01-21 21:25:43 main:574] : INFO : Epoch 927 | loss: 0.0311843 | val_loss: 0.0311874 | Time: 2173.22 ms [2021-01-21 21:25:45 main:574] : INFO : Epoch 928 | loss: 0.0311833 | val_loss: 0.0311881 | Time: 2247.92 ms [2021-01-21 21:25:47 main:574] : INFO : Epoch 929 | loss: 0.0311825 | val_loss: 0.0311882 | Time: 2279.53 ms [2021-01-21 21:25:50 main:574] : INFO : Epoch 930 | loss: 0.0311822 | val_loss: 0.031188 | Time: 2224.92 ms [2021-01-21 21:25:52 main:574] : INFO : Epoch 931 | loss: 0.0311814 | val_loss: 0.0311885 | Time: 2280.13 ms [2021-01-21 21:25:54 main:574] : INFO : Epoch 932 | loss: 0.0311826 | val_loss: 0.0311906 | Time: 2194.51 ms [2021-01-21 21:25:57 main:574] : INFO : Epoch 933 | loss: 0.0311864 | val_loss: 0.0311912 | Time: 2209.08 ms [2021-01-21 21:25:59 main:574] : INFO : Epoch 934 | loss: 0.0311828 | val_loss: 0.0311889 | Time: 2227.56 ms [2021-01-21 21:26:01 main:574] : INFO : Epoch 935 | loss: 0.0311822 | val_loss: 0.0311905 | Time: 2288.47 ms [2021-01-21 21:26:03 main:574] : INFO : Epoch 936 | loss: 0.0311829 | val_loss: 0.0311897 | Time: 2241.51 ms [2021-01-21 21:26:06 main:574] : INFO : Epoch 937 | loss: 0.0311821 | val_loss: 0.0311888 | Time: 2205.32 ms [2021-01-21 21:26:08 main:574] : INFO : Epoch 938 | loss: 0.0311837 | val_loss: 0.0311896 | Time: 2244.76 ms [2021-01-21 21:26:10 main:574] : INFO : Epoch 939 | loss: 0.0311853 | val_loss: 0.0311898 | Time: 2306.68 ms [2021-01-21 21:26:13 main:574] : INFO : Epoch 940 | loss: 0.031185 | val_loss: 0.0311935 | Time: 2359.01 ms [2021-01-21 21:26:15 main:574] : INFO : Epoch 941 | loss: 0.0311837 | val_loss: 0.0311889 | Time: 2301.47 ms [2021-01-21 21:26:18 main:574] : INFO : Epoch 942 | loss: 0.031185 | val_loss: 0.0311901 | Time: 2484.69 ms [2021-01-21 21:26:20 main:574] : INFO : Epoch 943 | loss: 0.0311843 | val_loss: 0.0312 | Time: 2383.65 ms [2021-01-21 21:26:22 main:574] : INFO : Epoch 944 | loss: 0.0311834 | val_loss: 0.031188 | Time: 2206.61 ms [2021-01-21 21:26:25 main:574] : INFO : Epoch 945 | loss: 0.0311814 | val_loss: 0.0311899 | Time: 2276.15 ms [2021-01-21 21:26:27 main:574] : INFO : Epoch 946 | loss: 0.0311822 | val_loss: 0.0311878 | Time: 2327.31 ms [2021-01-21 21:26:30 main:574] : INFO : Epoch 947 | loss: 0.0311876 | val_loss: 0.0311885 | Time: 2383.5 ms [2021-01-21 21:26:32 main:574] : INFO : Epoch 948 | loss: 0.031183 | val_loss: 0.0311928 | Time: 2148.69 ms [2021-01-21 21:26:34 main:574] : INFO : Epoch 949 | loss: 0.0311858 | val_loss: 0.0311893 | Time: 2313.28 ms [2021-01-21 21:26:37 main:574] : INFO : Epoch 950 | loss: 0.0311835 | val_loss: 0.0311866 | Time: 2297.44 ms [2021-01-21 21:26:39 main:574] : INFO : Epoch 951 | loss: 0.0311818 | val_loss: 0.031188 | Time: 2262.43 ms [2021-01-21 21:26:41 main:574] : INFO : Epoch 952 | loss: 0.0311811 | val_loss: 0.0311869 | Time: 2352.27 ms [2021-01-21 21:26:44 main:574] : INFO : Epoch 953 | loss: 0.0311842 | val_loss: 0.0311889 | Time: 2323.38 ms [2021-01-21 21:26:46 main:574] : INFO : Epoch 954 | loss: 0.0311839 | val_loss: 0.031192 | Time: 2260.12 ms [2021-01-21 21:26:48 main:574] : INFO : Epoch 955 | loss: 0.031183 | val_loss: 0.0311887 | Time: 2272.96 ms [2021-01-21 21:26:51 main:574] : INFO : Epoch 956 | loss: 0.0311822 | val_loss: 0.0311871 | Time: 2230.71 ms [2021-01-21 21:26:53 main:574] : INFO : Epoch 957 | loss: 0.0311805 | val_loss: 0.0311875 | Time: 2306.9 ms [2021-01-21 21:26:55 main:574] : INFO : Epoch 958 | loss: 0.0311807 | val_loss: 0.0311887 | Time: 2292.83 ms [2021-01-21 21:26:58 main:574] : INFO : Epoch 959 | loss: 0.0311824 | val_loss: 0.0311902 | Time: 2234.02 ms [2021-01-21 21:27:00 main:574] : INFO : Epoch 960 | loss: 0.0311854 | val_loss: 0.0311888 | Time: 2177.49 ms [2021-01-21 21:27:02 main:574] : INFO : Epoch 961 | loss: 0.0311821 | val_loss: 0.0311867 | Time: 2292.57 ms [2021-01-21 21:27:05 main:574] : INFO : Epoch 962 | loss: 0.0311826 | val_loss: 0.0311878 | Time: 2360.47 ms [2021-01-21 21:27:07 main:574] : INFO : Epoch 963 | loss: 0.0311808 | val_loss: 0.0311843 | Time: 2218.92 ms [2021-01-21 21:27:09 main:574] : INFO : Epoch 964 | loss: 0.0311804 | val_loss: 0.0311883 | Time: 2312.32 ms [2021-01-21 21:27:12 main:574] : INFO : Epoch 965 | loss: 0.0311835 | val_loss: 0.0311858 | Time: 2212.95 ms [2021-01-21 21:27:14 main:574] : INFO : Epoch 966 | loss: 0.0311833 | val_loss: 0.031186 | Time: 2237.25 ms [2021-01-21 21:27:16 main:574] : INFO : Epoch 967 | loss: 0.0311834 | val_loss: 0.0311894 | Time: 2199.79 ms [2021-01-21 21:27:18 main:574] : INFO : Epoch 968 | loss: 0.0311825 | val_loss: 0.0311873 | Time: 2250.46 ms [2021-01-21 21:27:21 main:574] : INFO : Epoch 969 | loss: 0.0311801 | val_loss: 0.0311858 | Time: 2242.93 ms [2021-01-21 21:27:23 main:574] : INFO : Epoch 970 | loss: 0.0311858 | val_loss: 0.0311888 | Time: 2280.2 ms [2021-01-21 21:27:25 main:574] : INFO : Epoch 971 | loss: 0.0311869 | val_loss: 0.0311882 | Time: 2223.51 ms [2021-01-21 21:27:28 main:574] : INFO : Epoch 972 | loss: 0.0311851 | val_loss: 0.0311872 | Time: 2364.81 ms [2021-01-21 21:27:30 main:574] : INFO : Epoch 973 | loss: 0.0311843 | val_loss: 0.0311932 | Time: 2325.6 ms [2021-01-21 21:27:32 main:574] : INFO : Epoch 974 | loss: 0.0311884 | val_loss: 0.0311911 | Time: 2236.5 ms [2021-01-21 21:27:35 main:574] : INFO : Epoch 975 | loss: 0.0311883 | val_loss: 0.0311884 | Time: 2293.7 ms [2021-01-21 21:27:37 main:574] : INFO : Epoch 976 | loss: 0.0311845 | val_loss: 0.031185 | Time: 2279.5 ms [2021-01-21 21:27:40 main:574] : INFO : Epoch 977 | loss: 0.0311875 | val_loss: 0.0311929 | Time: 2334.55 ms [2021-01-21 21:27:42 main:574] : INFO : Epoch 978 | loss: 0.0311918 | val_loss: 0.0311909 | Time: 2338.96 ms [2021-01-21 21:27:44 main:574] : INFO : Epoch 979 | loss: 0.0311905 | val_loss: 0.0311907 | Time: 2249.18 ms [2021-01-21 21:27:47 main:574] : INFO : Epoch 980 | loss: 0.031188 | val_loss: 0.0311876 | Time: 2312.11 ms [2021-01-21 21:27:49 main:574] : INFO : Epoch 981 | loss: 0.0311868 | val_loss: 0.0311892 | Time: 2260.99 ms [2021-01-21 21:27:51 main:574] : INFO : Epoch 982 | loss: 0.0311899 | val_loss: 0.0311889 | Time: 2364.92 ms [2021-01-21 21:27:54 main:574] : INFO : Epoch 983 | loss: 0.0311915 | val_loss: 0.0311886 | Time: 2316.15 ms [2021-01-21 21:27:56 main:574] : INFO : Epoch 984 | loss: 0.0311868 | val_loss: 0.0311876 | Time: 2261.89 ms [2021-01-21 21:27:58 main:574] : INFO : Epoch 985 | loss: 0.0311853 | val_loss: 0.0311874 | Time: 2343.45 ms [2021-01-21 21:28:01 main:574] : INFO : Epoch 986 | loss: 0.0311855 | val_loss: 0.0311868 | Time: 2293.86 ms [2021-01-21 21:28:03 main:574] : INFO : Epoch 987 | loss: 0.0311837 | val_loss: 0.0311858 | Time: 2241.69 ms [2021-01-21 21:28:05 main:574] : INFO : Epoch 988 | loss: 0.0311842 | val_loss: 0.0311874 | Time: 2200.55 ms [2021-01-21 21:28:08 main:574] : INFO : Epoch 989 | loss: 0.0311834 | val_loss: 0.0311861 | Time: 2371 ms [2021-01-21 21:28:10 main:574] : INFO : Epoch 990 | loss: 0.0311852 | val_loss: 0.031191 | Time: 2238.13 ms [2021-01-21 21:28:12 main:574] : INFO : Epoch 991 | loss: 0.0311872 | val_loss: 0.0311888 | Time: 2283.01 ms [2021-01-21 21:28:15 main:574] : INFO : Epoch 992 | loss: 0.0311889 | val_loss: 0.031188 | Time: 2314.36 ms [2021-01-21 21:28:17 main:574] : INFO : Epoch 993 | loss: 0.0311859 | val_loss: 0.0311862 | Time: 2370.45 ms [2021-01-21 21:28:20 main:574] : INFO : Epoch 994 | loss: 0.0311848 | val_loss: 0.0311863 | Time: 2357.15 ms [2021-01-21 21:28:22 main:574] : INFO : Epoch 995 | loss: 0.0311833 | val_loss: 0.0311864 | Time: 2221.55 ms [2021-01-21 21:28:24 main:574] : INFO : Epoch 996 | loss: 0.0311825 | val_loss: 0.0311872 | Time: 2374.96 ms [2021-01-21 21:28:27 main:574] : INFO : Epoch 997 | loss: 0.0311845 | val_loss: 0.0311848 | Time: 2225.66 ms [2021-01-21 21:28:29 main:574] : INFO : Epoch 998 | loss: 0.0311817 | val_loss: 0.0311885 | Time: 2267.47 ms [2021-01-21 21:28:31 main:574] : INFO : Epoch 999 | loss: 0.0311813 | val_loss: 0.0311838 | Time: 2235.44 ms [2021-01-21 21:28:33 main:574] : INFO : Epoch 1000 | loss: 0.0311802 | val_loss: 0.0311915 | Time: 2265.29 ms [2021-01-21 21:28:36 main:574] : INFO : Epoch 1001 | loss: 0.0311879 | val_loss: 0.0311877 | Time: 2292.47 ms [2021-01-21 21:28:38 main:574] : INFO : Epoch 1002 | loss: 0.0311865 | val_loss: 0.031188 | Time: 2205.72 ms [2021-01-21 21:28:40 main:574] : INFO : Epoch 1003 | loss: 0.0311861 | val_loss: 0.0311879 | Time: 2240.38 ms [2021-01-21 21:28:43 main:574] : INFO : Epoch 1004 | loss: 0.0311867 | val_loss: 0.0311961 | Time: 2312.95 ms [2021-01-21 21:28:45 main:574] : INFO : Epoch 1005 | loss: 0.0311903 | val_loss: 0.0311931 | Time: 2131.65 ms [2021-01-21 21:28:47 main:574] : INFO : Epoch 1006 | loss: 0.031189 | val_loss: 0.03119 | Time: 2327.3 ms [2021-01-21 21:28:50 main:574] : INFO : Epoch 1007 | loss: 0.0311859 | val_loss: 0.0311891 | Time: 2277.49 ms [2021-01-21 21:28:52 main:574] : INFO : Epoch 1008 | loss: 0.0311855 | val_loss: 0.0311893 | Time: 2266.4 ms [2021-01-21 21:28:54 main:574] : INFO : Epoch 1009 | loss: 0.0311851 | val_loss: 0.0312017 | Time: 2255.73 ms [2021-01-21 21:28:57 main:574] : INFO : Epoch 1010 | loss: 0.0311911 | val_loss: 0.0311893 | Time: 2371.86 ms [2021-01-21 21:28:59 main:574] : INFO : Epoch 1011 | loss: 0.0311845 | val_loss: 0.0311878 | Time: 2237.66 ms [2021-01-21 21:29:02 main:574] : INFO : Epoch 1012 | loss: 0.0311852 | val_loss: 0.0311927 | Time: 2274.73 ms [2021-01-21 21:29:04 main:574] : INFO : Epoch 1013 | loss: 0.0311898 | val_loss: 0.0311897 | Time: 2349.1 ms [2021-01-21 21:29:06 main:574] : INFO : Epoch 1014 | loss: 0.0311872 | val_loss: 0.0311877 | Time: 2340.32 ms [2021-01-21 21:29:09 main:574] : INFO : Epoch 1015 | loss: 0.031183 | val_loss: 0.0311882 | Time: 2220.12 ms [2021-01-21 21:29:11 main:574] : INFO : Epoch 1016 | loss: 0.0311841 | val_loss: 0.0311883 | Time: 2286.44 ms [2021-01-21 21:29:13 main:574] : INFO : Epoch 1017 | loss: 0.0311829 | val_loss: 0.0311914 | Time: 2180.08 ms [2021-01-21 21:29:16 main:574] : INFO : Epoch 1018 | loss: 0.0311827 | val_loss: 0.0311866 | Time: 2334.01 ms [2021-01-21 21:29:18 main:574] : INFO : Epoch 1019 | loss: 0.0311853 | val_loss: 0.0311892 | Time: 2326.88 ms [2021-01-21 21:29:20 main:574] : INFO : Epoch 1020 | loss: 0.0311867 | val_loss: 0.0311962 | Time: 2393.9 ms [2021-01-21 21:29:23 main:574] : INFO : Epoch 1021 | loss: 0.0311876 | val_loss: 0.0311896 | Time: 2368.7 ms [2021-01-21 21:29:25 main:574] : INFO : Epoch 1022 | loss: 0.0311866 | val_loss: 0.03119 | Time: 2307.7 ms [2021-01-21 21:29:28 main:574] : INFO : Epoch 1023 | loss: 0.0311897 | val_loss: 0.031198 | Time: 2221.57 ms [2021-01-21 21:29:30 main:574] : INFO : Epoch 1024 | loss: 0.031188 | val_loss: 0.0311922 | Time: 2255.4 ms [2021-01-21 21:29:30 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311922 [2021-01-21 21:29:30 main:603] : INFO : Saving end state to config to file [2021-01-21 21:29:30 main:608] : INFO : Success, exiting.. 21:29:30 (15016): 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)