Task 3504768
| Name | ParityMachine-1605455123-23300-14_1 |
| Workunit | 1693314 |
| Created | 2 Jan 2021, 8:04:16 UTC |
| Sent | 2 Jan 2021, 9:57:25 UTC |
| Report deadline | 9 Jan 2021, 9:57:25 UTC |
| Received | 2 Jan 2021, 12:02:15 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7171 |
| Run time | 45 min 40 sec |
| CPU time | 41 min 29 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 2,569.86 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.48 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> 574] : INFO : Epoch 514 | loss: 0.0311945 | val_loss: 0.0311952 | Time: 2576.52 ms [2021-01-02 11:38:50 main:574] : INFO : Epoch 515 | loss: 0.0311943 | val_loss: 0.0311954 | Time: 2525.71 ms [2021-01-02 11:38:53 main:574] : INFO : Epoch 516 | loss: 0.0311948 | val_loss: 0.0311961 | Time: 2473.6 ms [2021-01-02 11:38:56 main:574] : INFO : Epoch 517 | loss: 0.0311946 | val_loss: 0.0311983 | Time: 2505.56 ms [2021-01-02 11:38:59 main:574] : INFO : Epoch 518 | loss: 0.0311966 | val_loss: 0.0311975 | Time: 2481.63 ms [2021-01-02 11:39:02 main:574] : INFO : Epoch 519 | loss: 0.0311957 | val_loss: 0.0311967 | Time: 2905.4 ms [2021-01-02 11:39:04 main:574] : INFO : Epoch 520 | loss: 0.0311947 | val_loss: 0.0311958 | Time: 2467.57 ms [2021-01-02 11:39:07 main:574] : INFO : Epoch 521 | loss: 0.0311945 | val_loss: 0.0311956 | Time: 2497.21 ms [2021-01-02 11:39:09 main:574] : INFO : Epoch 522 | loss: 0.0311955 | val_loss: 0.0311997 | Time: 2615.65 ms [2021-01-02 11:39:12 main:574] : INFO : Epoch 523 | loss: 0.0312023 | val_loss: 0.0313215 | Time: 2729.73 ms [2021-01-02 11:39:14 main:574] : INFO : Epoch 524 | loss: 0.0381365 | val_loss: 0.0345086 | Time: 2485.54 ms [2021-01-02 11:39:17 main:574] : INFO : Epoch 525 | loss: 0.0335343 | val_loss: 0.0313874 | Time: 2592.42 ms [2021-01-02 11:39:20 main:574] : INFO : Epoch 526 | loss: 0.0314697 | val_loss: 0.0313241 | Time: 2595.36 ms [2021-01-02 11:39:23 main:574] : INFO : Epoch 527 | loss: 0.0312498 | val_loss: 0.0312196 | Time: 2444.21 ms [2021-01-02 11:39:26 main:574] : INFO : Epoch 528 | loss: 0.0312142 | val_loss: 0.0312075 | Time: 2543.42 ms [2021-01-02 11:39:28 main:574] : INFO : Epoch 529 | loss: 0.0312055 | val_loss: 0.0312045 | Time: 2432.59 ms [2021-01-02 11:39:31 main:574] : INFO : Epoch 530 | loss: 0.0312037 | val_loss: 0.0312019 | Time: 2474.93 ms [2021-01-02 11:39:34 main:574] : INFO : Epoch 531 | loss: 0.0312015 | val_loss: 0.0312026 | Time: 2491.32 ms [2021-01-02 11:39:37 main:574] : INFO : Epoch 532 | loss: 0.0312028 | val_loss: 0.0312018 | Time: 2494.57 ms [2021-01-02 11:39:40 main:574] : INFO : Epoch 533 | loss: 0.0312009 | val_loss: 0.0312025 | Time: 2465.79 ms [2021-01-02 11:39:42 main:574] : INFO : Epoch 534 | loss: 0.0312012 | val_loss: 0.0312008 | Time: 2477.1 ms [2021-01-02 11:39:45 main:574] : INFO : Epoch 535 | loss: 0.0312013 | val_loss: 0.0312023 | Time: 2525.15 ms [2021-01-02 11:39:48 main:574] : INFO : Epoch 536 | loss: 0.0312018 | val_loss: 0.0312009 | Time: 2473.24 ms [2021-01-02 11:39:51 main:574] : INFO : Epoch 537 | loss: 0.0312014 | val_loss: 0.0312001 | Time: 2531.86 ms [2021-01-02 11:39:54 main:574] : INFO : Epoch 538 | loss: 0.0311999 | val_loss: 0.0312002 | Time: 2476.33 ms [2021-01-02 11:39:57 main:574] : INFO : Epoch 539 | loss: 0.0312012 | val_loss: 0.031202 | Time: 2485 ms [2021-01-02 11:40:00 main:574] : INFO : Epoch 540 | loss: 0.0312011 | val_loss: 0.0312003 | Time: 2464.26 ms [2021-01-02 11:40:02 main:574] : INFO : Epoch 541 | loss: 0.0311992 | val_loss: 0.0312012 | Time: 2479.43 ms [2021-01-02 11:40:05 main:574] : INFO : Epoch 542 | loss: 0.0311997 | val_loss: 0.0311998 | Time: 2469.03 ms [2021-01-02 11:40:07 main:574] : INFO : Epoch 543 | loss: 0.031199 | val_loss: 0.0311985 | Time: 2469.15 ms [2021-01-02 11:40:10 main:574] : INFO : Epoch 544 | loss: 0.0311981 | val_loss: 0.0311988 | Time: 2512.68 ms [2021-01-02 11:40:13 main:574] : INFO : Epoch 545 | loss: 0.0311988 | val_loss: 0.0312001 | Time: 2504.96 ms [2021-01-02 11:40:15 main:574] : INFO : Epoch 546 | loss: 0.0311982 | val_loss: 0.0311985 | Time: 2504.81 ms [2021-01-02 11:40:18 main:574] : INFO : Epoch 547 | loss: 0.031198 | val_loss: 0.0311977 | Time: 2501.75 ms [2021-01-02 11:40:21 main:574] : INFO : Epoch 548 | loss: 0.0311978 | val_loss: 0.0311976 | Time: 2520.42 ms [2021-01-02 11:40:23 main:574] : INFO : Epoch 549 | loss: 0.0311981 | val_loss: 0.0311977 | Time: 2492.69 ms [2021-01-02 11:40:26 main:574] : INFO : Epoch 550 | loss: 0.0311973 | val_loss: 0.0311971 | Time: 2580.76 ms [2021-01-02 11:40:29 main:574] : INFO : Epoch 551 | loss: 0.0311974 | val_loss: 0.0311991 | Time: 2519.42 ms [2021-01-02 11:40:31 main:574] : INFO : Epoch 552 | loss: 0.0311991 | val_loss: 0.0311991 | Time: 2569.48 ms [2021-01-02 11:40:34 main:574] : INFO : Epoch 553 | loss: 0.0311983 | val_loss: 0.0311975 | Time: 2714.03 ms [2021-01-02 11:40:37 main:574] : INFO : Epoch 554 | loss: 0.0311983 | val_loss: 0.0311982 | Time: 2733.23 ms [2021-01-02 11:40:39 main:574] : INFO : Epoch 555 | loss: 0.0311975 | val_loss: 0.0311973 | Time: 2436.06 ms [2021-01-02 11:40:42 main:574] : INFO : Epoch 556 | loss: 0.0311971 | val_loss: 0.0311978 | Time: 2521.57 ms [2021-01-02 11:40:45 main:574] : INFO : Epoch 557 | loss: 0.0311976 | val_loss: 0.0311971 | Time: 2593.23 ms [2021-01-02 11:40:48 main:574] : INFO : Epoch 558 | loss: 0.0311972 | val_loss: 0.031197 | Time: 2582.36 ms [2021-01-02 11:40:50 main:574] : INFO : Epoch 559 | loss: 0.0311969 | val_loss: 0.031197 | Time: 2466.94 ms [2021-01-02 11:40:54 main:574] : INFO : Epoch 560 | loss: 0.0311968 | val_loss: 0.0311973 | Time: 3482.93 ms [2021-01-02 11:40:57 main:574] : INFO : Epoch 561 | loss: 0.0311963 | val_loss: 0.031199 | Time: 2791.47 ms [2021-01-02 11:41:00 main:574] : INFO : Epoch 562 | loss: 0.0311964 | val_loss: 0.0311961 | Time: 2716.65 ms [2021-01-02 11:41:02 main:574] : INFO : Epoch 563 | loss: 0.0311958 | val_loss: 0.0311963 | Time: 2532.61 ms [2021-01-02 11:41:05 main:574] : INFO : Epoch 564 | loss: 0.0311959 | val_loss: 0.0311966 | Time: 2480.9 ms [2021-01-02 11:41:08 main:574] : INFO : Epoch 565 | loss: 0.0311959 | val_loss: 0.0311963 | Time: 2462.63 ms [2021-01-02 11:41:11 main:574] : INFO : Epoch 566 | loss: 0.0311958 | val_loss: 0.0311968 | Time: 2611.38 ms [2021-01-02 11:41:14 main:574] : INFO : Epoch 567 | loss: 0.0311963 | val_loss: 0.0311978 | Time: 2531.81 ms [2021-01-02 11:41:17 main:574] : INFO : Epoch 568 | loss: 0.0311979 | val_loss: 0.0312001 | Time: 2508.13 ms [2021-01-02 11:41:19 main:574] : INFO : Epoch 569 | loss: 0.0311973 | val_loss: 0.0311982 | Time: 2477.33 ms [2021-01-02 11:41:22 main:574] : INFO : Epoch 570 | loss: 0.0311965 | val_loss: 0.0311975 | Time: 2470.18 ms [2021-01-02 11:41:24 main:574] : INFO : Epoch 571 | loss: 0.0311966 | val_loss: 0.0311991 | Time: 2377.16 ms [2021-01-02 11:41:27 main:574] : INFO : Epoch 572 | loss: 0.0311973 | val_loss: 0.0311989 | Time: 2472.97 ms [2021-01-02 11:41:30 main:574] : INFO : Epoch 573 | loss: 0.0311966 | val_loss: 0.0311978 | Time: 2459.48 ms [2021-01-02 11:41:32 main:574] : INFO : Epoch 574 | loss: 0.031197 | val_loss: 0.0311971 | Time: 2698.74 ms [2021-01-02 11:41:35 main:574] : INFO : Epoch 575 | loss: 0.0311962 | val_loss: 0.0311972 | Time: 2537.35 ms [2021-01-02 11:41:37 main:574] : INFO : Epoch 576 | loss: 0.0311964 | val_loss: 0.0311983 | Time: 2459.08 ms [2021-01-02 11:41:40 main:574] : INFO : Epoch 577 | loss: 0.0311982 | val_loss: 0.0311976 | Time: 2445.65 ms [2021-01-02 11:41:42 main:574] : INFO : Epoch 578 | loss: 0.0311976 | val_loss: 0.0311976 | Time: 2555.5 ms [2021-01-02 11:41:45 main:574] : INFO : Epoch 579 | loss: 0.0311956 | val_loss: 0.0311975 | Time: 2473.7 ms [2021-01-02 11:41:47 main:574] : INFO : Epoch 580 | loss: 0.0311957 | val_loss: 0.0311983 | Time: 2445.41 ms [2021-01-02 11:41:50 main:574] : INFO : Epoch 581 | loss: 0.0311953 | val_loss: 0.0311968 | Time: 2485.53 ms [2021-01-02 11:41:53 main:574] : INFO : Epoch 582 | loss: 0.0311969 | val_loss: 0.0311973 | Time: 2463.8 ms [2021-01-02 11:41:55 main:574] : INFO : Epoch 583 | loss: 0.0311949 | val_loss: 0.0311965 | Time: 2414.02 ms [2021-01-02 11:41:58 main:574] : INFO : Epoch 584 | loss: 0.0311952 | val_loss: 0.0311969 | Time: 2542.8 ms [2021-01-02 11:42:01 main:574] : INFO : Epoch 585 | loss: 0.0311962 | val_loss: 0.0311967 | Time: 2467.92 ms [2021-01-02 11:42:03 main:574] : INFO : Epoch 586 | loss: 0.031196 | val_loss: 0.0311986 | Time: 2552.8 ms [2021-01-02 11:42:06 main:574] : INFO : Epoch 587 | loss: 0.0311949 | val_loss: 0.0311964 | Time: 2473.48 ms [2021-01-02 11:42:08 main:574] : INFO : Epoch 588 | loss: 0.0311947 | val_loss: 0.0311961 | Time: 2593.26 ms [2021-01-02 11:42:11 main:574] : INFO : Epoch 589 | loss: 0.0311952 | val_loss: 0.0311958 | Time: 2473.41 ms [2021-01-02 11:42:14 main:574] : INFO : Epoch 590 | loss: 0.0311953 | val_loss: 0.0311958 | Time: 2544.2 ms [2021-01-02 11:42:16 main:574] : INFO : Epoch 591 | loss: 0.0311968 | val_loss: 0.0311967 | Time: 2447.95 ms [2021-01-02 11:42:18 main:574] : INFO : Epoch 592 | loss: 0.0311956 | val_loss: 0.0311957 | Time: 2479.99 ms [2021-01-02 11:42:22 main:574] : INFO : Epoch 593 | loss: 0.0311943 | val_loss: 0.0311956 | Time: 2566.3 ms [2021-01-02 11:42:24 main:574] : INFO : Epoch 594 | loss: 0.0311959 | val_loss: 0.0311985 | Time: 2513.8 ms [2021-01-02 11:42:28 main:574] : INFO : Epoch 595 | loss: 0.0311954 | val_loss: 0.031196 | Time: 2436.75 ms [2021-01-02 11:42:30 main:574] : INFO : Epoch 596 | loss: 0.0311953 | val_loss: 0.0311973 | Time: 2470.98 ms [2021-01-02 11:42:33 main:574] : INFO : Epoch 597 | loss: 0.031195 | val_loss: 0.0311975 | Time: 2472.3 ms [2021-01-02 11:42:36 main:574] : INFO : Epoch 598 | loss: 0.0311949 | val_loss: 0.0311973 | Time: 2470.59 ms [2021-01-02 11:42:39 main:574] : INFO : Epoch 599 | loss: 0.0311949 | val_loss: 0.0311961 | Time: 2511.26 ms [2021-01-02 11:42:42 main:574] : INFO : Epoch 600 | loss: 0.0311944 | val_loss: 0.0311955 | Time: 2434.7 ms [2021-01-02 11:42:44 main:574] : INFO : Epoch 601 | loss: 0.0311944 | val_loss: 0.0311953 | Time: 2439.24 ms [2021-01-02 11:42:47 main:574] : INFO : Epoch 602 | loss: 0.0311956 | val_loss: 0.0311957 | Time: 2482.63 ms [2021-01-02 11:42:50 main:574] : INFO : Epoch 603 | loss: 0.0311943 | val_loss: 0.0311996 | Time: 2539.57 ms [2021-01-02 11:42:53 main:574] : INFO : Epoch 604 | loss: 0.0311955 | val_loss: 0.0311949 | Time: 2530.92 ms [2021-01-02 11:42:56 main:574] : INFO : Epoch 605 | loss: 0.0311944 | val_loss: 0.0311954 | Time: 2481.5 ms [2021-01-02 11:42:59 main:574] : INFO : Epoch 606 | loss: 0.0311941 | val_loss: 0.0311958 | Time: 2471.95 ms [2021-01-02 11:43:01 main:574] : INFO : Epoch 607 | loss: 0.0311937 | val_loss: 0.0311963 | Time: 2479.83 ms [2021-01-02 11:43:04 main:574] : INFO : Epoch 608 | loss: 0.0311937 | val_loss: 0.0311956 | Time: 2492.13 ms [2021-01-02 11:43:06 main:574] : INFO : Epoch 609 | loss: 0.0311938 | val_loss: 0.0311954 | Time: 2442.58 ms [2021-01-02 11:43:09 main:574] : INFO : Epoch 610 | loss: 0.0311938 | val_loss: 0.031195 | Time: 2499.03 ms [2021-01-02 11:43:12 main:574] : INFO : Epoch 611 | loss: 0.0311941 | val_loss: 0.0311962 | Time: 2520.98 ms [2021-01-02 11:43:14 main:574] : INFO : Epoch 612 | loss: 0.0311968 | val_loss: 0.0311963 | Time: 2555.55 ms [2021-01-02 11:43:17 main:574] : INFO : Epoch 613 | loss: 0.0311947 | val_loss: 0.031195 | Time: 2492.95 ms [2021-01-02 11:43:19 main:574] : INFO : Epoch 614 | loss: 0.031194 | val_loss: 0.0311946 | Time: 2479.77 ms [2021-01-02 11:43:22 main:574] : INFO : Epoch 615 | loss: 0.0311942 | val_loss: 0.0311946 | Time: 2431.2 ms [2021-01-02 11:43:25 main:574] : INFO : Epoch 616 | loss: 0.0311945 | val_loss: 0.031195 | Time: 2501.85 ms [2021-01-02 11:43:27 main:574] : INFO : Epoch 617 | loss: 0.0311945 | val_loss: 0.0311943 | Time: 2425.96 ms [2021-01-02 11:43:30 main:574] : INFO : Epoch 618 | loss: 0.0311944 | val_loss: 0.0311946 | Time: 2468.83 ms [2021-01-02 11:43:32 main:574] : INFO : Epoch 619 | loss: 0.0311953 | val_loss: 0.0311947 | Time: 2466.37 ms [2021-01-02 11:43:35 main:574] : INFO : Epoch 620 | loss: 0.0311948 | val_loss: 0.0311964 | Time: 2636.09 ms [2021-01-02 11:43:37 main:574] : INFO : Epoch 621 | loss: 0.031195 | val_loss: 0.0311957 | Time: 2418.82 ms [2021-01-02 11:43:40 main:574] : INFO : Epoch 622 | loss: 0.0311951 | val_loss: 0.0311979 | Time: 2503.48 ms [2021-01-02 11:43:42 main:574] : INFO : Epoch 623 | loss: 0.0311945 | val_loss: 0.0311946 | Time: 2487.71 ms [2021-01-02 11:43:45 main:574] : INFO : Epoch 624 | loss: 0.0311937 | val_loss: 0.0311967 | Time: 2478.41 ms [2021-01-02 11:43:48 main:574] : INFO : Epoch 625 | loss: 0.0311949 | val_loss: 0.0311945 | Time: 2675.45 ms [2021-01-02 11:43:50 main:574] : INFO : Epoch 626 | loss: 0.0311965 | val_loss: 0.0311947 | Time: 2571.6 ms [2021-01-02 11:43:53 main:574] : INFO : Epoch 627 | loss: 0.0311951 | val_loss: 0.0311948 | Time: 2490.46 ms [2021-01-02 11:43:55 main:574] : INFO : Epoch 628 | loss: 0.0311941 | val_loss: 0.0311968 | Time: 2535.11 ms [2021-01-02 11:43:58 main:574] : INFO : Epoch 629 | loss: 0.0311951 | val_loss: 0.0311983 | Time: 2440.96 ms [2021-01-02 11:44:01 main:574] : INFO : Epoch 630 | loss: 0.0311973 | val_loss: 0.0311967 | Time: 2627.71 ms [2021-01-02 11:44:03 main:574] : INFO : Epoch 631 | loss: 0.031195 | val_loss: 0.0311944 | Time: 2401.09 ms [2021-01-02 11:44:06 main:574] : INFO : Epoch 632 | loss: 0.0311946 | val_loss: 0.0311944 | Time: 2479.22 ms [2021-01-02 11:44:09 main:574] : INFO : Epoch 633 | loss: 0.0311944 | val_loss: 0.0311984 | Time: 2474.03 ms [2021-01-02 11:44:11 main:574] : INFO : Epoch 634 | loss: 0.031195 | val_loss: 0.0311948 | Time: 2444.44 ms [2021-01-02 11:44:14 main:574] : INFO : Epoch 635 | loss: 0.0311941 | val_loss: 0.0311953 | Time: 2473.68 ms [2021-01-02 11:44:17 main:574] : INFO : Epoch 636 | loss: 0.031194 | val_loss: 0.0311956 | Time: 2450.95 ms [2021-01-02 11:44:19 main:574] : INFO : Epoch 637 | loss: 0.0311941 | val_loss: 0.0311959 | Time: 2530.01 ms [2021-01-02 11:44:22 main:574] : INFO : Epoch 638 | loss: 0.0311939 | val_loss: 0.0311944 | Time: 2406.41 ms [2021-01-02 11:44:24 main:574] : INFO : Epoch 639 | loss: 0.0311936 | val_loss: 0.0311959 | Time: 2574.38 ms [2021-01-02 11:44:27 main:574] : INFO : Epoch 640 | loss: 0.0311938 | val_loss: 0.0311948 | Time: 2424.99 ms [2021-01-02 11:44:30 main:574] : INFO : Epoch 641 | loss: 0.0311942 | val_loss: 0.0311975 | Time: 2447.03 ms [2021-01-02 11:44:32 main:574] : INFO : Epoch 642 | loss: 0.0311943 | val_loss: 0.0311975 | Time: 2482.03 ms [2021-01-02 11:44:35 main:574] : INFO : Epoch 643 | loss: 0.0311943 | val_loss: 0.031195 | Time: 2471.65 ms [2021-01-02 11:44:38 main:574] : INFO : Epoch 644 | loss: 0.0311934 | val_loss: 0.0311951 | Time: 2497.54 ms [2021-01-02 11:44:41 main:574] : INFO : Epoch 645 | loss: 0.0311941 | val_loss: 0.0311945 | Time: 2505.2 ms [2021-01-02 11:44:44 main:574] : INFO : Epoch 646 | loss: 0.0311938 | val_loss: 0.0311943 | Time: 2546.27 ms [2021-01-02 11:44:47 main:574] : INFO : Epoch 647 | loss: 0.0311936 | val_loss: 0.0311955 | Time: 2494.25 ms [2021-01-02 11:44:50 main:574] : INFO : Epoch 648 | loss: 0.0311937 | val_loss: 0.0311948 | Time: 2401.26 ms [2021-01-02 11:44:53 main:574] : INFO : Epoch 649 | loss: 0.0311945 | val_loss: 0.0311954 | Time: 2701.35 ms [2021-01-02 11:44:55 main:574] : INFO : Epoch 650 | loss: 0.0311945 | val_loss: 0.0311944 | Time: 2485.46 ms [2021-01-02 11:44:58 main:574] : INFO : Epoch 651 | loss: 0.0311936 | val_loss: 0.0311948 | Time: 2517.59 ms [2021-01-02 11:45:01 main:574] : INFO : Epoch 652 | loss: 0.031194 | val_loss: 0.0311985 | Time: 2489.45 ms [2021-01-02 11:45:03 main:574] : INFO : Epoch 653 | loss: 0.0311946 | val_loss: 0.0311954 | Time: 2414.28 ms [2021-01-02 11:45:06 main:574] : INFO : Epoch 654 | loss: 0.0311945 | val_loss: 0.0311959 | Time: 2557.65 ms [2021-01-02 11:45:09 main:574] : INFO : Epoch 655 | loss: 0.0311943 | val_loss: 0.0311945 | Time: 2440.61 ms [2021-01-02 11:45:12 main:574] : INFO : Epoch 656 | loss: 0.0311933 | val_loss: 0.0311941 | Time: 2424.44 ms [2021-01-02 11:45:14 main:574] : INFO : Epoch 657 | loss: 0.0311938 | val_loss: 0.0311946 | Time: 2564.94 ms [2021-01-02 11:45:17 main:574] : INFO : Epoch 658 | loss: 0.031193 | val_loss: 0.0311942 | Time: 2518.49 ms [2021-01-02 11:45:20 main:574] : INFO : Epoch 659 | loss: 0.0311939 | val_loss: 0.0311959 | Time: 2498.39 ms [2021-01-02 11:45:23 main:574] : INFO : Epoch 660 | loss: 0.0311934 | val_loss: 0.0311943 | Time: 2474.62 ms [2021-01-02 11:45:26 main:574] : INFO : Epoch 661 | loss: 0.0311929 | val_loss: 0.0311958 | Time: 2496.3 ms [2021-01-02 11:45:29 main:574] : INFO : Epoch 662 | loss: 0.0311935 | val_loss: 0.0311946 | Time: 2507.58 ms [2021-01-02 11:45:36 main:574] : INFO : Epoch 663 | loss: 0.0311932 | val_loss: 0.0311958 | Time: 6593.69 ms [2021-01-02 11:45:39 main:574] : INFO : Epoch 664 | loss: 0.0311929 | val_loss: 0.0311945 | Time: 2493.24 ms [2021-01-02 11:45:42 main:574] : INFO : Epoch 665 | loss: 0.0311928 | val_loss: 0.0311956 | Time: 2506.13 ms [2021-01-02 11:45:45 main:574] : INFO : Epoch 666 | loss: 0.0311941 | val_loss: 0.0311947 | Time: 2464.09 ms [2021-01-02 11:45:48 main:574] : INFO : Epoch 667 | loss: 0.0311928 | val_loss: 0.0311943 | Time: 2491.27 ms [2021-01-02 11:45:51 main:574] : INFO : Epoch 668 | loss: 0.0311935 | val_loss: 0.031195 | Time: 2448.89 ms [2021-01-02 11:45:54 main:574] : INFO : Epoch 669 | loss: 0.031196 | val_loss: 0.0311971 | Time: 2543.87 ms [2021-01-02 11:45:56 main:574] : INFO : Epoch 670 | loss: 0.0311934 | val_loss: 0.0311946 | Time: 2421.81 ms [2021-01-02 11:46:00 main:574] : INFO : Epoch 671 | loss: 0.0311937 | val_loss: 0.0311944 | Time: 2473.46 ms [2021-01-02 11:46:03 main:574] : INFO : Epoch 672 | loss: 0.0311934 | val_loss: 0.0311969 | Time: 2470.81 ms [2021-01-02 11:46:06 main:574] : INFO : Epoch 673 | loss: 0.0311942 | val_loss: 0.0311967 | Time: 2419.29 ms [2021-01-02 11:46:08 main:574] : INFO : Epoch 674 | loss: 0.0311939 | val_loss: 0.0311954 | Time: 2410.27 ms [2021-01-02 11:46:11 main:574] : INFO : Epoch 675 | loss: 0.0311946 | val_loss: 0.0311947 | Time: 2499.6 ms [2021-01-02 11:46:14 main:574] : INFO : Epoch 676 | loss: 0.0311951 | val_loss: 0.0311948 | Time: 2682.58 ms [2021-01-02 11:46:17 main:574] : INFO : Epoch 677 | loss: 0.031193 | val_loss: 0.031194 | Time: 2645.67 ms [2021-01-02 11:46:19 main:574] : INFO : Epoch 678 | loss: 0.0311931 | val_loss: 0.0311945 | Time: 2467.79 ms [2021-01-02 11:46:22 main:574] : INFO : Epoch 679 | loss: 0.0311938 | val_loss: 0.0311954 | Time: 2596.1 ms [2021-01-02 11:46:26 main:574] : INFO : Epoch 680 | loss: 0.0311936 | val_loss: 0.0311949 | Time: 2488.12 ms [2021-01-02 11:46:28 main:574] : INFO : Epoch 681 | loss: 0.0311931 | val_loss: 0.0311963 | Time: 2464.58 ms [2021-01-02 11:46:32 main:574] : INFO : Epoch 682 | loss: 0.031194 | val_loss: 0.0311953 | Time: 2450.45 ms [2021-01-02 11:46:34 main:574] : INFO : Epoch 683 | loss: 0.0311933 | val_loss: 0.0311942 | Time: 2516 ms [2021-01-02 11:46:44 main:574] : INFO : Epoch 684 | loss: 0.0311931 | val_loss: 0.0311953 | Time: 2447.96 ms [2021-01-02 11:46:46 main:574] : INFO : Epoch 685 | loss: 0.0311941 | val_loss: 0.0311952 | Time: 2479.11 ms [2021-01-02 11:46:49 main:574] : INFO : Epoch 686 | loss: 0.031194 | val_loss: 0.0311986 | Time: 2465.1 ms [2021-01-02 11:46:52 main:574] : INFO : Epoch 687 | loss: 0.0311932 | val_loss: 0.031194 | Time: 2514.57 ms [2021-01-02 11:46:55 main:574] : INFO : Epoch 688 | loss: 0.0311935 | val_loss: 0.0311995 | Time: 2615.6 ms [2021-01-02 11:46:57 main:574] : INFO : Epoch 689 | loss: 0.031193 | val_loss: 0.0311942 | Time: 2526.11 ms [2021-01-02 11:47:00 main:574] : INFO : Epoch 690 | loss: 0.0311926 | val_loss: 0.0311962 | Time: 2461.75 ms [2021-01-02 11:47:02 main:574] : INFO : Epoch 691 | loss: 0.0311938 | val_loss: 0.0311943 | Time: 2509.85 ms [2021-01-02 11:47:05 main:574] : INFO : Epoch 692 | loss: 0.0311941 | val_loss: 0.0311948 | Time: 2481.31 ms [2021-01-02 11:47:08 main:574] : INFO : Epoch 693 | loss: 0.0311932 | val_loss: 0.0311938 | Time: 2497.07 ms [2021-01-02 11:47:10 main:574] : INFO : Epoch 694 | loss: 0.0311943 | val_loss: 0.0311955 | Time: 2461.86 ms [2021-01-02 11:47:13 main:574] : INFO : Epoch 695 | loss: 0.0311929 | val_loss: 0.0311958 | Time: 2509.23 ms [2021-01-02 11:47:15 main:574] : INFO : Epoch 696 | loss: 0.0311928 | val_loss: 0.0311943 | Time: 2464.92 ms [2021-01-02 11:47:18 main:574] : INFO : Epoch 697 | loss: 0.031194 | val_loss: 0.0311961 | Time: 2472.23 ms [2021-01-02 11:47:20 main:574] : INFO : Epoch 698 | loss: 0.0311939 | val_loss: 0.0311945 | Time: 2451.55 ms [2021-01-02 11:47:23 main:574] : INFO : Epoch 699 | loss: 0.0311929 | val_loss: 0.0311949 | Time: 2493.43 ms [2021-01-02 11:47:25 main:574] : INFO : Epoch 700 | loss: 0.0311934 | val_loss: 0.0311946 | Time: 2485.44 ms [2021-01-02 11:47:28 main:574] : INFO : Epoch 701 | loss: 0.031193 | val_loss: 0.0311939 | Time: 2539.14 ms [2021-01-02 11:47:31 main:574] : INFO : Epoch 702 | loss: 0.031193 | val_loss: 0.0311941 | Time: 2514.56 ms [2021-01-02 11:47:33 main:574] : INFO : Epoch 703 | loss: 0.0311943 | val_loss: 0.0311945 | Time: 2468.07 ms [2021-01-02 11:47:36 main:574] : INFO : Epoch 704 | loss: 0.031194 | val_loss: 0.031194 | Time: 2451.9 ms [2021-01-02 11:47:39 main:574] : INFO : Epoch 705 | loss: 0.0311934 | val_loss: 0.0311939 | Time: 2486.26 ms [2021-01-02 11:47:41 main:574] : INFO : Epoch 706 | loss: 0.0311963 | val_loss: 0.0311979 | Time: 2459 ms [2021-01-02 11:47:44 main:574] : INFO : Epoch 707 | loss: 0.0311982 | val_loss: 0.0311995 | Time: 2475.14 ms [2021-01-02 11:47:46 main:574] : INFO : Epoch 708 | loss: 0.0311989 | val_loss: 0.0311985 | Time: 2514.02 ms [2021-01-02 11:47:49 main:574] : INFO : Epoch 709 | loss: 0.0311976 | val_loss: 0.0311964 | Time: 2472.08 ms [2021-01-02 11:47:52 main:574] : INFO : Epoch 710 | loss: 0.0311968 | val_loss: 0.0311969 | Time: 2474.3 ms [2021-01-02 11:47:54 main:574] : INFO : Epoch 711 | loss: 0.0311975 | val_loss: 0.0311969 | Time: 2470.31 ms [2021-01-02 11:47:57 main:574] : INFO : Epoch 712 | loss: 0.0311979 | val_loss: 0.0311969 | Time: 2521.21 ms [2021-01-02 11:47:59 main:574] : INFO : Epoch 713 | loss: 0.0311966 | val_loss: 0.0311958 | Time: 2507.1 ms [2021-01-02 11:48:02 main:574] : INFO : Epoch 714 | loss: 0.0311959 | val_loss: 0.0311959 | Time: 2530.89 ms [2021-01-02 11:48:04 main:574] : INFO : Epoch 715 | loss: 0.0311969 | val_loss: 0.0311964 | Time: 2428.35 ms [2021-01-02 11:48:07 main:574] : INFO : Epoch 716 | loss: 0.031196 | val_loss: 0.0311954 | Time: 2461.19 ms [2021-01-02 11:48:09 main:574] : INFO : Epoch 717 | loss: 0.031198 | val_loss: 0.0311975 | Time: 2409.93 ms [2021-01-02 11:48:12 main:574] : INFO : Epoch 718 | loss: 0.0311972 | val_loss: 0.0311949 | Time: 2483.08 ms [2021-01-02 11:48:14 main:574] : INFO : Epoch 719 | loss: 0.0311974 | val_loss: 0.031196 | Time: 2465.41 ms [2021-01-02 11:48:17 main:574] : INFO : Epoch 720 | loss: 0.0311974 | val_loss: 0.0311974 | Time: 2498.14 ms [2021-01-02 11:48:19 main:574] : INFO : Epoch 721 | loss: 0.031197 | val_loss: 0.031197 | Time: 2484.89 ms [2021-01-02 11:48:22 main:574] : INFO : Epoch 722 | loss: 0.031197 | val_loss: 0.0311944 | Time: 2472.51 ms [2021-01-02 11:48:24 main:574] : INFO : Epoch 723 | loss: 0.0311952 | val_loss: 0.0311954 | Time: 2457.41 ms [2021-01-02 11:48:27 main:574] : INFO : Epoch 724 | loss: 0.0311955 | val_loss: 0.0311954 | Time: 2481.69 ms [2021-01-02 11:48:30 main:574] : INFO : Epoch 725 | loss: 0.0311953 | val_loss: 0.0311954 | Time: 2464.98 ms [2021-01-02 11:48:32 main:574] : INFO : Epoch 726 | loss: 0.0311955 | val_loss: 0.0311952 | Time: 2488.44 ms [2021-01-02 11:48:35 main:574] : INFO : Epoch 727 | loss: 0.0311957 | val_loss: 0.0311955 | Time: 2478.46 ms [2021-01-02 11:48:38 main:574] : INFO : Epoch 728 | loss: 0.0311963 | val_loss: 0.0311985 | Time: 2514.09 ms [2021-01-02 11:48:40 main:574] : INFO : Epoch 729 | loss: 0.0311976 | val_loss: 0.0311966 | Time: 2444.03 ms [2021-01-02 11:48:42 main:574] : INFO : Epoch 730 | loss: 0.0311959 | val_loss: 0.0311958 | Time: 2486.65 ms [2021-01-02 11:48:45 main:574] : INFO : Epoch 731 | loss: 0.0311956 | val_loss: 0.0311963 | Time: 2470.54 ms [2021-01-02 11:48:48 main:574] : INFO : Epoch 732 | loss: 0.0311968 | val_loss: 0.0311987 | Time: 2497.35 ms [2021-01-02 11:48:50 main:574] : INFO : Epoch 733 | loss: 0.0311967 | val_loss: 0.0311969 | Time: 2518.71 ms [2021-01-02 11:48:53 main:574] : INFO : Epoch 734 | loss: 0.0311961 | val_loss: 0.031196 | Time: 2466.45 ms [2021-01-02 11:48:55 main:574] : INFO : Epoch 735 | loss: 0.0311988 | val_loss: 0.0312033 | Time: 2409.15 ms [2021-01-02 11:48:58 main:574] : INFO : Epoch 736 | loss: 0.0312019 | val_loss: 0.0311993 | Time: 2473.02 ms [2021-01-02 11:49:01 main:574] : INFO : Epoch 737 | loss: 0.0311984 | val_loss: 0.0311974 | Time: 2505.68 ms [2021-01-02 11:49:03 main:574] : INFO : Epoch 738 | loss: 0.0311986 | val_loss: 0.0311983 | Time: 2491.72 ms [2021-01-02 11:49:06 main:574] : INFO : Epoch 739 | loss: 0.0311979 | val_loss: 0.031197 | Time: 2568.82 ms [2021-01-02 11:49:09 main:574] : INFO : Epoch 740 | loss: 0.031197 | val_loss: 0.0311987 | Time: 2461.01 ms [2021-01-02 11:49:11 main:574] : INFO : Epoch 741 | loss: 0.0311981 | val_loss: 0.0311962 | Time: 2468.16 ms [2021-01-02 11:49:14 main:574] : INFO : Epoch 742 | loss: 0.0311974 | val_loss: 0.0311967 | Time: 2523.83 ms [2021-01-02 11:49:16 main:574] : INFO : Epoch 743 | loss: 0.0311965 | val_loss: 0.0311957 | Time: 2472.88 ms [2021-01-02 11:49:19 main:574] : INFO : Epoch 744 | loss: 0.0311962 | val_loss: 0.0311968 | Time: 2470.58 ms [2021-01-02 11:49:21 main:574] : INFO : Epoch 745 | loss: 0.0311965 | val_loss: 0.0311959 | Time: 2583.8 ms [2021-01-02 11:49:24 main:574] : INFO : Epoch 746 | loss: 0.0311968 | val_loss: 0.0311973 | Time: 2471.11 ms [2021-01-02 11:49:27 main:574] : INFO : Epoch 747 | loss: 0.0311965 | val_loss: 0.0311987 | Time: 2474.45 ms [2021-01-02 11:49:30 main:574] : INFO : Epoch 748 | loss: 0.0311971 | val_loss: 0.0311977 | Time: 2505.51 ms [2021-01-02 11:49:32 main:574] : INFO : Epoch 749 | loss: 0.0311968 | val_loss: 0.031196 | Time: 2456.62 ms [2021-01-02 11:49:35 main:574] : INFO : Epoch 750 | loss: 0.0311963 | val_loss: 0.0311972 | Time: 2499.02 ms [2021-01-02 11:49:37 main:574] : INFO : Epoch 751 | loss: 0.0311963 | val_loss: 0.0311968 | Time: 2464.55 ms [2021-01-02 11:49:40 main:574] : INFO : Epoch 752 | loss: 0.0311977 | val_loss: 0.0311982 | Time: 2483.62 ms [2021-01-02 11:49:43 main:574] : INFO : Epoch 753 | loss: 0.031197 | val_loss: 0.0311973 | Time: 2489.86 ms [2021-01-02 11:49:46 main:574] : INFO : Epoch 754 | loss: 0.0311964 | val_loss: 0.0311961 | Time: 2465.85 ms [2021-01-02 11:49:48 main:574] : INFO : Epoch 755 | loss: 0.0311956 | val_loss: 0.0311958 | Time: 2456.3 ms [2021-01-02 11:49:51 main:574] : INFO : Epoch 756 | loss: 0.0311957 | val_loss: 0.0311957 | Time: 2469.09 ms [2021-01-02 11:49:53 main:574] : INFO : Epoch 757 | loss: 0.0311962 | val_loss: 0.031199 | Time: 2470.77 ms [2021-01-02 11:49:56 main:574] : INFO : Epoch 758 | loss: 0.031197 | val_loss: 0.0311985 | Time: 2462.87 ms [2021-01-02 11:49:59 main:574] : INFO : Epoch 759 | loss: 0.0311961 | val_loss: 0.031196 | Time: 2501.56 ms [2021-01-02 11:50:02 main:574] : INFO : Epoch 760 | loss: 0.0311951 | val_loss: 0.0311957 | Time: 2482.05 ms [2021-01-02 11:50:04 main:574] : INFO : Epoch 761 | loss: 0.0311956 | val_loss: 0.0311952 | Time: 2440.7 ms [2021-01-02 11:50:07 main:574] : INFO : Epoch 762 | loss: 0.0311947 | val_loss: 0.0311959 | Time: 2409.63 ms [2021-01-02 11:50:09 main:574] : INFO : Epoch 763 | loss: 0.0311959 | val_loss: 0.0311951 | Time: 2495.51 ms [2021-01-02 11:50:12 main:574] : INFO : Epoch 764 | loss: 0.0311957 | val_loss: 0.0311952 | Time: 2456.46 ms [2021-01-02 11:50:15 main:574] : INFO : Epoch 765 | loss: 0.0311949 | val_loss: 0.031195 | Time: 2692.82 ms [2021-01-02 11:50:18 main:574] : INFO : Epoch 766 | loss: 0.031195 | val_loss: 0.0311964 | Time: 2463.02 ms [2021-01-02 11:50:20 main:574] : INFO : Epoch 767 | loss: 0.0311943 | val_loss: 0.0311952 | Time: 2439.74 ms [2021-01-02 11:50:23 main:574] : INFO : Epoch 768 | loss: 0.0311947 | val_loss: 0.0311965 | Time: 2454.93 ms [2021-01-02 11:50:25 main:574] : INFO : Epoch 769 | loss: 0.0311955 | val_loss: 0.0311977 | Time: 2458.07 ms [2021-01-02 11:50:28 main:574] : INFO : Epoch 770 | loss: 0.031196 | val_loss: 0.0311978 | Time: 2499.99 ms [2021-01-02 11:50:32 main:574] : INFO : Epoch 771 | loss: 0.0311953 | val_loss: 0.0311968 | Time: 2469.63 ms [2021-01-02 11:50:34 main:574] : INFO : Epoch 772 | loss: 0.0311953 | val_loss: 0.0311971 | Time: 2424.67 ms [2021-01-02 11:50:37 main:574] : INFO : Epoch 773 | loss: 0.0311953 | val_loss: 0.0311964 | Time: 2489.17 ms [2021-01-02 11:50:39 main:574] : INFO : Epoch 774 | loss: 0.0311945 | val_loss: 0.0311951 | Time: 2403.74 ms [2021-01-02 11:50:42 main:574] : INFO : Epoch 775 | loss: 0.0311938 | val_loss: 0.0311949 | Time: 2476.87 ms [2021-01-02 11:50:44 main:574] : INFO : Epoch 776 | loss: 0.031194 | val_loss: 0.0311947 | Time: 2449.28 ms [2021-01-02 11:50:47 main:574] : INFO : Epoch 777 | loss: 0.0311936 | val_loss: 0.0311947 | Time: 2473.62 ms [2021-01-02 11:50:49 main:574] : INFO : Epoch 778 | loss: 0.0311942 | val_loss: 0.0311957 | Time: 2373.77 ms [2021-01-02 11:50:51 main:574] : INFO : Epoch 779 | loss: 0.0311948 | val_loss: 0.0311967 | Time: 2426.67 ms [2021-01-02 11:50:54 main:574] : INFO : Epoch 780 | loss: 0.0311968 | val_loss: 0.0311976 | Time: 2391.68 ms [2021-01-02 11:50:56 main:574] : INFO : Epoch 781 | loss: 0.0311966 | val_loss: 0.0312013 | Time: 2406.28 ms [2021-01-02 11:50:59 main:574] : INFO : Epoch 782 | loss: 0.0311975 | val_loss: 0.0311979 | Time: 2454.52 ms [2021-01-02 11:51:01 main:574] : INFO : Epoch 783 | loss: 0.0311958 | val_loss: 0.0311971 | Time: 2451.6 ms [2021-01-02 11:51:04 main:574] : INFO : Epoch 784 | loss: 0.0311974 | val_loss: 0.0311969 | Time: 2466.19 ms [2021-01-02 11:51:07 main:574] : INFO : Epoch 785 | loss: 0.0311962 | val_loss: 0.0311974 | Time: 2452.93 ms [2021-01-02 11:51:09 main:574] : INFO : Epoch 786 | loss: 0.0311984 | val_loss: 0.0311992 | Time: 2443.47 ms [2021-01-02 11:51:12 main:574] : INFO : Epoch 787 | loss: 0.0311968 | val_loss: 0.0311972 | Time: 2422.15 ms [2021-01-02 11:51:14 main:574] : INFO : Epoch 788 | loss: 0.0311953 | val_loss: 0.0311968 | Time: 2529.25 ms [2021-01-02 11:51:17 main:574] : INFO : Epoch 789 | loss: 0.031196 | val_loss: 0.031198 | Time: 2478.98 ms [2021-01-02 11:51:19 main:574] : INFO : Epoch 790 | loss: 0.031195 | val_loss: 0.0311966 | Time: 2399.42 ms [2021-01-02 11:51:22 main:574] : INFO : Epoch 791 | loss: 0.0311953 | val_loss: 0.0311987 | Time: 2643.96 ms [2021-01-02 11:51:25 main:574] : INFO : Epoch 792 | loss: 0.0311959 | val_loss: 0.0311978 | Time: 2471.65 ms [2021-01-02 11:51:28 main:574] : INFO : Epoch 793 | loss: 0.0311957 | val_loss: 0.0311988 | Time: 2477.56 ms [2021-01-02 11:51:31 main:574] : INFO : Epoch 794 | loss: 0.0311962 | val_loss: 0.031197 | Time: 2460.75 ms [2021-01-02 11:51:33 main:574] : INFO : Epoch 795 | loss: 0.0311956 | val_loss: 0.0311988 | Time: 2520.17 ms [2021-01-02 11:51:36 main:574] : INFO : Epoch 796 | loss: 0.0311959 | val_loss: 0.0311976 | Time: 2431.96 ms [2021-01-02 11:51:38 main:574] : INFO : Epoch 797 | loss: 0.0311957 | val_loss: 0.031197 | Time: 2433.07 ms [2021-01-02 11:51:41 main:574] : INFO : Epoch 798 | loss: 0.0311955 | val_loss: 0.0311977 | Time: 2393.75 ms [2021-01-02 11:51:43 main:574] : INFO : Epoch 799 | loss: 0.031196 | val_loss: 0.0311961 | Time: 2518.62 ms [2021-01-02 11:51:46 main:574] : INFO : Epoch 800 | loss: 0.0311975 | val_loss: 0.0312011 | Time: 2482.7 ms [2021-01-02 11:51:48 main:574] : INFO : Epoch 801 | loss: 0.0311979 | val_loss: 0.031202 | Time: 2460.46 ms [2021-01-02 11:51:51 main:574] : INFO : Epoch 802 | loss: 0.0311978 | val_loss: 0.0312005 | Time: 2448.01 ms [2021-01-02 11:51:53 main:574] : INFO : Epoch 803 | loss: 0.0311964 | val_loss: 0.031197 | Time: 2501.72 ms [2021-01-02 11:51:56 main:574] : INFO : Epoch 804 | loss: 0.0311956 | val_loss: 0.031197 | Time: 2470.26 ms [2021-01-02 11:51:59 main:574] : INFO : Epoch 805 | loss: 0.0311961 | val_loss: 0.0311978 | Time: 2499.07 ms [2021-01-02 11:52:02 main:574] : INFO : Epoch 806 | loss: 0.0311956 | val_loss: 0.0311977 | Time: 2481.75 ms [2021-01-02 11:52:04 main:574] : INFO : Epoch 807 | loss: 0.0311962 | val_loss: 0.0311983 | Time: 2598.98 ms [2021-01-02 11:52:07 main:574] : INFO : Epoch 808 | loss: 0.0311962 | val_loss: 0.0311974 | Time: 2470.77 ms [2021-01-02 11:52:09 main:574] : INFO : Epoch 809 | loss: 0.0311965 | val_loss: 0.0312012 | Time: 2522.41 ms [2021-01-02 11:52:12 main:574] : INFO : Epoch 810 | loss: 0.031199 | val_loss: 0.031201 | Time: 2481.88 ms [2021-01-02 11:52:14 main:574] : INFO : Epoch 811 | loss: 0.0311977 | val_loss: 0.0312003 | Time: 2529.32 ms [2021-01-02 11:52:17 main:574] : INFO : Epoch 812 | loss: 0.0311962 | val_loss: 0.0311981 | Time: 2408.74 ms [2021-01-02 11:52:19 main:574] : INFO : Epoch 813 | loss: 0.0311956 | val_loss: 0.0311981 | Time: 2385.58 ms [2021-01-02 11:52:22 main:574] : INFO : Epoch 814 | loss: 0.0311959 | val_loss: 0.0311985 | Time: 2470.48 ms [2021-01-02 11:52:24 main:574] : INFO : Epoch 815 | loss: 0.0311957 | val_loss: 0.0311978 | Time: 2423.23 ms [2021-01-02 11:52:27 main:574] : INFO : Epoch 816 | loss: 0.0311956 | val_loss: 0.031198 | Time: 2476.38 ms [2021-01-02 11:52:30 main:574] : INFO : Epoch 817 | loss: 0.0311966 | val_loss: 0.0311995 | Time: 2442.02 ms [2021-01-02 11:52:32 main:574] : INFO : Epoch 818 | loss: 0.031196 | val_loss: 0.0311977 | Time: 2455.36 ms [2021-01-02 11:52:35 main:574] : INFO : Epoch 819 | loss: 0.0311964 | val_loss: 0.0311993 | Time: 2500.35 ms [2021-01-02 11:52:37 main:574] : INFO : Epoch 820 | loss: 0.0311961 | val_loss: 0.031199 | Time: 2428.67 ms [2021-01-02 11:52:40 main:574] : INFO : Epoch 821 | loss: 0.031197 | val_loss: 0.0312017 | Time: 2524.8 ms [2021-01-02 11:52:42 main:574] : INFO : Epoch 822 | loss: 0.031196 | val_loss: 0.0311979 | Time: 2476.7 ms [2021-01-02 11:52:45 main:574] : INFO : Epoch 823 | loss: 0.0311949 | val_loss: 0.0311995 | Time: 2798.36 ms [2021-01-02 11:52:48 main:574] : INFO : Epoch 824 | loss: 0.0311958 | val_loss: 0.0311996 | Time: 2521.6 ms [2021-01-02 11:52:51 main:574] : INFO : Epoch 825 | loss: 0.0311967 | val_loss: 0.0311979 | Time: 2500.61 ms [2021-01-02 11:52:53 main:574] : INFO : Epoch 826 | loss: 0.031196 | val_loss: 0.0311982 | Time: 2505.85 ms [2021-01-02 11:52:56 main:574] : INFO : Epoch 827 | loss: 0.031196 | val_loss: 0.0311984 | Time: 2488.22 ms [2021-01-02 11:52:58 main:574] : INFO : Epoch 828 | loss: 0.0311963 | val_loss: 0.0311991 | Time: 2541.79 ms [2021-01-02 11:53:01 main:574] : INFO : Epoch 829 | loss: 0.0311965 | val_loss: 0.0311993 | Time: 2538.48 ms [2021-01-02 11:53:03 main:574] : INFO : Epoch 830 | loss: 0.0311964 | val_loss: 0.0312 | Time: 2510.9 ms [2021-01-02 11:53:06 main:574] : INFO : Epoch 831 | loss: 0.031196 | val_loss: 0.0311979 | Time: 2588.6 ms [2021-01-02 11:53:08 main:574] : INFO : Epoch 832 | loss: 0.031195 | val_loss: 0.0312003 | Time: 2473.63 ms [2021-01-02 11:53:11 main:574] : INFO : Epoch 833 | loss: 0.031196 | val_loss: 0.0311974 | Time: 2511.23 ms [2021-01-02 11:53:13 main:574] : INFO : Epoch 834 | loss: 0.0311972 | val_loss: 0.0311993 | Time: 2414.82 ms [2021-01-02 11:53:16 main:574] : INFO : Epoch 835 | loss: 0.0311968 | val_loss: 0.0311985 | Time: 2514.9 ms [2021-01-02 11:53:19 main:574] : INFO : Epoch 836 | loss: 0.031196 | val_loss: 0.0311975 | Time: 2670.58 ms [2021-01-02 11:53:21 main:574] : INFO : Epoch 837 | loss: 0.0311962 | val_loss: 0.0311982 | Time: 2472.91 ms [2021-01-02 11:53:24 main:574] : INFO : Epoch 838 | loss: 0.0311981 | val_loss: 0.0311997 | Time: 2487.32 ms [2021-01-02 11:53:26 main:574] : INFO : Epoch 839 | loss: 0.0311961 | val_loss: 0.0311987 | Time: 2427.69 ms [2021-01-02 11:53:29 main:574] : INFO : Epoch 840 | loss: 0.0311957 | val_loss: 0.0311991 | Time: 2443.57 ms [2021-01-02 11:53:31 main:574] : INFO : Epoch 841 | loss: 0.0311972 | val_loss: 0.0311981 | Time: 2479.82 ms [2021-01-02 11:53:34 main:574] : INFO : Epoch 842 | loss: 0.0311954 | val_loss: 0.0311983 | Time: 2472.73 ms [2021-01-02 11:53:36 main:574] : INFO : Epoch 843 | loss: 0.0311953 | val_loss: 0.031199 | Time: 2560.59 ms [2021-01-02 11:53:39 main:574] : INFO : Epoch 844 | loss: 0.0311954 | val_loss: 0.0311989 | Time: 2483.78 ms [2021-01-02 11:53:42 main:574] : INFO : Epoch 845 | loss: 0.0311954 | val_loss: 0.0311982 | Time: 2529.17 ms [2021-01-02 11:53:44 main:574] : INFO : Epoch 846 | loss: 0.0311952 | val_loss: 0.0311982 | Time: 2700.58 ms [2021-01-02 11:53:47 main:574] : INFO : Epoch 847 | loss: 0.031196 | val_loss: 0.0311977 | Time: 2659.05 ms [2021-01-02 11:53:50 main:574] : INFO : Epoch 848 | loss: 0.0311957 | val_loss: 0.0311981 | Time: 2486.66 ms [2021-01-02 11:53:53 main:574] : INFO : Epoch 849 | loss: 0.0311961 | val_loss: 0.0312002 | Time: 2567.5 ms [2021-01-02 11:53:55 main:574] : INFO : Epoch 850 | loss: 0.0311992 | val_loss: 0.0312001 | Time: 2466.45 ms [2021-01-02 11:53:58 main:574] : INFO : Epoch 851 | loss: 0.0311963 | val_loss: 0.031198 | Time: 2700.11 ms [2021-01-02 11:54:01 main:574] : INFO : Epoch 852 | loss: 0.031195 | val_loss: 0.0312001 | Time: 2595.53 ms [2021-01-02 11:54:03 main:574] : INFO : Epoch 853 | loss: 0.0311965 | val_loss: 0.0312032 | Time: 2426.34 ms [2021-01-02 11:54:06 main:574] : INFO : Epoch 854 | loss: 0.0311958 | val_loss: 0.0311988 | Time: 2478.19 ms [2021-01-02 11:54:09 main:574] : INFO : Epoch 855 | loss: 0.0311965 | val_loss: 0.0312009 | Time: 2434.98 ms [2021-01-02 11:54:11 main:574] : INFO : Epoch 856 | loss: 0.0311984 | val_loss: 0.031207 | Time: 2457.19 ms [2021-01-02 11:54:14 main:574] : INFO : Epoch 857 | loss: 0.031201 | val_loss: 0.0312016 | Time: 2462.69 ms [2021-01-02 11:54:16 main:574] : INFO : Epoch 858 | loss: 0.0311965 | val_loss: 0.0311987 | Time: 2497.17 ms [2021-01-02 11:54:19 main:574] : INFO : Epoch 859 | loss: 0.0311955 | val_loss: 0.0312018 | Time: 2444.64 ms [2021-01-02 11:54:21 main:574] : INFO : Epoch 860 | loss: 0.0311955 | val_loss: 0.0311981 | Time: 2490.54 ms [2021-01-02 11:54:24 main:574] : INFO : Epoch 861 | loss: 0.0311953 | val_loss: 0.0311988 | Time: 2431.92 ms [2021-01-02 11:54:26 main:574] : INFO : Epoch 862 | loss: 0.0311943 | val_loss: 0.0311981 | Time: 2493.29 ms [2021-01-02 11:54:30 main:574] : INFO : Epoch 863 | loss: 0.0311944 | val_loss: 0.0311984 | Time: 2492.22 ms [2021-01-02 11:54:32 main:574] : INFO : Epoch 864 | loss: 0.0311944 | val_loss: 0.0311979 | Time: 2522.99 ms [2021-01-02 11:54:35 main:574] : INFO : Epoch 865 | loss: 0.0311939 | val_loss: 0.0311971 | Time: 2413.26 ms [2021-01-02 11:54:37 main:574] : INFO : Epoch 866 | loss: 0.0311939 | val_loss: 0.0311977 | Time: 2498.29 ms [2021-01-02 11:54:40 main:574] : INFO : Epoch 867 | loss: 0.0311947 | val_loss: 0.0311983 | Time: 2542.36 ms [2021-01-02 11:54:43 main:574] : INFO : Epoch 868 | loss: 0.0311953 | val_loss: 0.0311986 | Time: 2452.5 ms [2021-01-02 11:54:45 main:574] : INFO : Epoch 869 | loss: 0.0311946 | val_loss: 0.0311981 | Time: 2537.9 ms [2021-01-02 11:54:48 main:574] : INFO : Epoch 870 | loss: 0.0311956 | val_loss: 0.0311987 | Time: 2478.43 ms [2021-01-02 11:54:50 main:574] : INFO : Epoch 871 | loss: 0.0311943 | val_loss: 0.0311977 | Time: 2402.35 ms [2021-01-02 11:54:53 main:574] : INFO : Epoch 872 | loss: 0.0311965 | val_loss: 0.0312019 | Time: 2512.93 ms [2021-01-02 11:54:56 main:574] : INFO : Epoch 873 | loss: 0.0311948 | val_loss: 0.0311984 | Time: 2532.31 ms [2021-01-02 11:54:58 main:574] : INFO : Epoch 874 | loss: 0.031195 | val_loss: 0.0311986 | Time: 2524.64 ms [2021-01-02 11:55:01 main:574] : INFO : Epoch 875 | loss: 0.0311992 | val_loss: 0.0311988 | Time: 2889.22 ms [2021-01-02 11:55:04 main:574] : INFO : Epoch 876 | loss: 0.0311975 | val_loss: 0.0311973 | Time: 2610.12 ms [2021-01-02 11:55:06 main:574] : INFO : Epoch 877 | loss: 0.0311983 | val_loss: 0.0311972 | Time: 2461.3 ms [2021-01-02 11:55:09 main:574] : INFO : Epoch 878 | loss: 0.0311969 | val_loss: 0.0311975 | Time: 2466.68 ms [2021-01-02 11:55:12 main:574] : INFO : Epoch 879 | loss: 0.0311965 | val_loss: 0.031198 | Time: 2625.54 ms [2021-01-02 11:55:15 main:574] : INFO : Epoch 880 | loss: 0.0311959 | val_loss: 0.031197 | Time: 2448.57 ms [2021-01-02 11:55:17 main:574] : INFO : Epoch 881 | loss: 0.0311968 | val_loss: 0.0311992 | Time: 2468.82 ms [2021-01-02 11:55:20 main:574] : INFO : Epoch 882 | loss: 0.0311973 | val_loss: 0.0312003 | Time: 2438.9 ms [2021-01-02 11:55:22 main:574] : INFO : Epoch 883 | loss: 0.0311962 | val_loss: 0.031197 | Time: 2595.36 ms [2021-01-02 11:55:25 main:574] : INFO : Epoch 884 | loss: 0.0311963 | val_loss: 0.0311995 | Time: 2500.45 ms [2021-01-02 11:55:28 main:574] : INFO : Epoch 885 | loss: 0.0311977 | val_loss: 0.0311995 | Time: 2464.45 ms [2021-01-02 11:55:31 main:574] : INFO : Epoch 886 | loss: 0.0311958 | val_loss: 0.0311985 | Time: 2481.58 ms [2021-01-02 11:55:33 main:574] : INFO : Epoch 887 | loss: 0.0311959 | val_loss: 0.0311994 | Time: 2453.32 ms [2021-01-02 11:55:36 main:574] : INFO : Epoch 888 | loss: 0.0311961 | val_loss: 0.0311965 | Time: 2481.73 ms [2021-01-02 11:55:39 main:574] : INFO : Epoch 889 | loss: 0.0311946 | val_loss: 0.0311979 | Time: 2500.86 ms [2021-01-02 11:55:42 main:574] : INFO : Epoch 890 | loss: 0.0311943 | val_loss: 0.0311968 | Time: 2582.62 ms [2021-01-02 11:55:45 main:574] : INFO : Epoch 891 | loss: 0.0311975 | val_loss: 0.0312014 | Time: 2469.73 ms [2021-01-02 11:55:47 main:574] : INFO : Epoch 892 | loss: 0.0311959 | val_loss: 0.0311967 | Time: 2542.45 ms [2021-01-02 11:55:50 main:574] : INFO : Epoch 893 | loss: 0.0311941 | val_loss: 0.0311957 | Time: 2555.57 ms [2021-01-02 11:55:53 main:574] : INFO : Epoch 894 | loss: 0.0311941 | val_loss: 0.0311994 | Time: 2461.94 ms [2021-01-02 11:55:55 main:574] : INFO : Epoch 895 | loss: 0.0311955 | val_loss: 0.0311962 | Time: 2563.05 ms [2021-01-02 11:55:58 main:574] : INFO : Epoch 896 | loss: 0.031194 | val_loss: 0.0311962 | Time: 2482.71 ms [2021-01-02 11:56:00 main:574] : INFO : Epoch 897 | loss: 0.0311941 | val_loss: 0.0311958 | Time: 2430.71 ms [2021-01-02 11:56:03 main:574] : INFO : Epoch 898 | loss: 0.0311943 | val_loss: 0.0311968 | Time: 2509.26 ms [2021-01-02 11:56:05 main:574] : INFO : Epoch 899 | loss: 0.0311943 | val_loss: 0.0311958 | Time: 2448.13 ms [2021-01-02 11:56:08 main:574] : INFO : Epoch 900 | loss: 0.0311959 | val_loss: 0.0311999 | Time: 2475.41 ms [2021-01-02 11:56:11 main:574] : INFO : Epoch 901 | loss: 0.0311954 | val_loss: 0.0311962 | Time: 2423.28 ms [2021-01-02 11:56:14 main:574] : INFO : Epoch 902 | loss: 0.0311946 | val_loss: 0.0311961 | Time: 3779.88 ms [2021-01-02 11:56:17 main:574] : INFO : Epoch 903 | loss: 0.0311938 | val_loss: 0.0311956 | Time: 2517.01 ms [2021-01-02 11:56:19 main:574] : INFO : Epoch 904 | loss: 0.0311943 | val_loss: 0.0311973 | Time: 2485.18 ms [2021-01-02 11:56:22 main:574] : INFO : Epoch 905 | loss: 0.0311971 | val_loss: 0.0311971 | Time: 2465.93 ms [2021-01-02 11:56:25 main:574] : INFO : Epoch 906 | loss: 0.0311975 | val_loss: 0.0311976 | Time: 2484.68 ms [2021-01-02 11:56:27 main:574] : INFO : Epoch 907 | loss: 0.0311948 | val_loss: 0.0311973 | Time: 2471.93 ms [2021-01-02 11:56:30 main:574] : INFO : Epoch 908 | loss: 0.031195 | val_loss: 0.0311964 | Time: 2470.35 ms [2021-01-02 11:56:32 main:574] : INFO : Epoch 909 | loss: 0.0311947 | val_loss: 0.0311964 | Time: 2492.62 ms [2021-01-02 11:56:36 main:574] : INFO : Epoch 910 | loss: 0.0311939 | val_loss: 0.0311981 | Time: 2529.14 ms [2021-01-02 11:56:38 main:574] : INFO : Epoch 911 | loss: 0.0311952 | val_loss: 0.0311996 | Time: 2431.13 ms [2021-01-02 11:56:40 main:574] : INFO : Epoch 912 | loss: 0.031197 | val_loss: 0.0311992 | Time: 2422.05 ms [2021-01-02 11:56:43 main:574] : INFO : Epoch 913 | loss: 0.0311947 | val_loss: 0.0311965 | Time: 2462.16 ms [2021-01-02 11:56:46 main:574] : INFO : Epoch 914 | loss: 0.031195 | val_loss: 0.0311979 | Time: 2467.94 ms [2021-01-02 11:56:48 main:574] : INFO : Epoch 915 | loss: 0.0311947 | val_loss: 0.0311969 | Time: 2486.71 ms [2021-01-02 11:56:51 main:574] : INFO : Epoch 916 | loss: 0.0311943 | val_loss: 0.0311994 | Time: 2454.56 ms [2021-01-02 11:56:53 main:574] : INFO : Epoch 917 | loss: 0.0311952 | val_loss: 0.0311964 | Time: 2480.37 ms [2021-01-02 11:56:56 main:574] : INFO : Epoch 918 | loss: 0.0311952 | val_loss: 0.0311963 | Time: 2499.83 ms [2021-01-02 11:56:58 main:574] : INFO : Epoch 919 | loss: 0.0311933 | val_loss: 0.0311968 | Time: 2471.84 ms [2021-01-02 11:57:01 main:574] : INFO : Epoch 920 | loss: 0.0311949 | val_loss: 0.0311982 | Time: 2488.47 ms [2021-01-02 11:57:03 main:574] : INFO : Epoch 921 | loss: 0.0311953 | val_loss: 0.0311971 | Time: 2473.68 ms [2021-01-02 11:57:06 main:574] : INFO : Epoch 922 | loss: 0.0311944 | val_loss: 0.0311972 | Time: 2509.36 ms [2021-01-02 11:57:08 main:574] : INFO : Epoch 923 | loss: 0.0311941 | val_loss: 0.0311971 | Time: 2530.63 ms [2021-01-02 11:57:11 main:574] : INFO : Epoch 924 | loss: 0.0311942 | val_loss: 0.0311995 | Time: 2582.45 ms [2021-01-02 11:57:15 main:574] : INFO : Epoch 925 | loss: 0.0311956 | val_loss: 0.031198 | Time: 2474.46 ms [2021-01-02 11:57:17 main:574] : INFO : Epoch 926 | loss: 0.0311962 | val_loss: 0.0311987 | Time: 2482.56 ms [2021-01-02 11:57:20 main:574] : INFO : Epoch 927 | loss: 0.0311955 | val_loss: 0.031198 | Time: 2483.09 ms [2021-01-02 11:57:23 main:574] : INFO : Epoch 928 | loss: 0.0311971 | val_loss: 0.0312 | Time: 2468.52 ms [2021-01-02 11:57:26 main:574] : INFO : Epoch 929 | loss: 0.0311957 | val_loss: 0.0311966 | Time: 2473.38 ms [2021-01-02 11:57:29 main:574] : INFO : Epoch 930 | loss: 0.0311939 | val_loss: 0.0311984 | Time: 2456.88 ms [2021-01-02 11:57:32 main:574] : INFO : Epoch 931 | loss: 0.031194 | val_loss: 0.031197 | Time: 2489.87 ms [2021-01-02 11:57:34 main:574] : INFO : Epoch 932 | loss: 0.0311935 | val_loss: 0.0311974 | Time: 2490.92 ms [2021-01-02 11:57:37 main:574] : INFO : Epoch 933 | loss: 0.0311938 | val_loss: 0.0311973 | Time: 2531.61 ms [2021-01-02 11:57:40 main:574] : INFO : Epoch 934 | loss: 0.0311937 | val_loss: 0.0311976 | Time: 2457.25 ms [2021-01-02 11:57:43 main:574] : INFO : Epoch 935 | loss: 0.0311936 | val_loss: 0.0311968 | Time: 2465.39 ms [2021-01-02 11:57:45 main:574] : INFO : Epoch 936 | loss: 0.0311929 | val_loss: 0.0311975 | Time: 2487.09 ms [2021-01-02 11:57:48 main:574] : INFO : Epoch 937 | loss: 0.0311945 | val_loss: 0.0311974 | Time: 2432.18 ms [2021-01-02 11:57:50 main:574] : INFO : Epoch 938 | loss: 0.0311943 | val_loss: 0.0311997 | Time: 2456.74 ms [2021-01-02 11:57:53 main:574] : INFO : Epoch 939 | loss: 0.031195 | val_loss: 0.031197 | Time: 2448.69 ms [2021-01-02 11:57:55 main:574] : INFO : Epoch 940 | loss: 0.0311941 | val_loss: 0.0311974 | Time: 2457.64 ms [2021-01-02 11:57:58 main:574] : INFO : Epoch 941 | loss: 0.0311931 | val_loss: 0.0311976 | Time: 2457.19 ms [2021-01-02 11:58:00 main:574] : INFO : Epoch 942 | loss: 0.0311938 | val_loss: 0.0311973 | Time: 2519.14 ms [2021-01-02 11:58:03 main:574] : INFO : Epoch 943 | loss: 0.0311946 | val_loss: 0.0311984 | Time: 2463.59 ms [2021-01-02 11:58:05 main:574] : INFO : Epoch 944 | loss: 0.0311939 | val_loss: 0.0312046 | Time: 2476.95 ms [2021-01-02 11:58:08 main:574] : INFO : Epoch 945 | loss: 0.0311956 | val_loss: 0.0311981 | Time: 2478.45 ms [2021-01-02 11:58:10 main:574] : INFO : Epoch 946 | loss: 0.0311948 | val_loss: 0.0311971 | Time: 2401.42 ms [2021-01-02 11:58:12 main:574] : INFO : Epoch 947 | loss: 0.0311932 | val_loss: 0.0311974 | Time: 2398.52 ms [2021-01-02 11:58:15 main:574] : INFO : Epoch 948 | loss: 0.0311929 | val_loss: 0.0312006 | Time: 2581.95 ms [2021-01-02 11:58:18 main:574] : INFO : Epoch 949 | loss: 0.0311969 | val_loss: 0.0311985 | Time: 2770.65 ms [2021-01-02 11:58:20 main:574] : INFO : Epoch 950 | loss: 0.0311945 | val_loss: 0.0311981 | Time: 2445.77 ms [2021-01-02 11:58:23 main:574] : INFO : Epoch 951 | loss: 0.0311943 | val_loss: 0.0311991 | Time: 2462.31 ms [2021-01-02 11:58:25 main:574] : INFO : Epoch 952 | loss: 0.0311958 | val_loss: 0.0311988 | Time: 2443.63 ms [2021-01-02 11:58:28 main:574] : INFO : Epoch 953 | loss: 0.031194 | val_loss: 0.0311973 | Time: 2445.73 ms [2021-01-02 11:58:31 main:574] : INFO : Epoch 954 | loss: 0.031194 | val_loss: 0.0311985 | Time: 2621.18 ms [2021-01-02 11:58:34 main:574] : INFO : Epoch 955 | loss: 0.0311949 | val_loss: 0.031197 | Time: 2483.31 ms [2021-01-02 11:58:37 main:574] : INFO : Epoch 956 | loss: 0.031195 | val_loss: 0.0311994 | Time: 2802.84 ms [2021-01-02 11:58:40 main:574] : INFO : Epoch 957 | loss: 0.0311968 | val_loss: 0.0312031 | Time: 2593.01 ms [2021-01-02 11:58:43 main:574] : INFO : Epoch 958 | loss: 0.0311964 | val_loss: 0.0312032 | Time: 2493.8 ms [2021-01-02 11:58:46 main:574] : INFO : Epoch 959 | loss: 0.0311975 | val_loss: 0.0311974 | Time: 2417.88 ms [2021-01-02 11:58:48 main:574] : INFO : Epoch 960 | loss: 0.0311947 | val_loss: 0.0311978 | Time: 2489.32 ms [2021-01-02 11:58:51 main:574] : INFO : Epoch 961 | loss: 0.031194 | val_loss: 0.0312005 | Time: 2475 ms [2021-01-02 11:58:54 main:574] : INFO : Epoch 962 | loss: 0.0311946 | val_loss: 0.031197 | Time: 2459.31 ms [2021-01-02 11:58:57 main:574] : INFO : Epoch 963 | loss: 0.0311939 | val_loss: 0.0311985 | Time: 2415.52 ms [2021-01-02 11:59:00 main:574] : INFO : Epoch 964 | loss: 0.0311942 | val_loss: 0.0311991 | Time: 2536.09 ms [2021-01-02 11:59:02 main:574] : INFO : Epoch 965 | loss: 0.0311936 | val_loss: 0.0312011 | Time: 2510.42 ms [2021-01-02 11:59:10 main:574] : INFO : Epoch 966 | loss: 0.0311934 | val_loss: 0.0311972 | Time: 2457.59 ms [2021-01-02 11:59:14 main:574] : INFO : Epoch 967 | loss: 0.0311934 | val_loss: 0.0311985 | Time: 2482.25 ms [2021-01-02 11:59:16 main:574] : INFO : Epoch 968 | loss: 0.0311941 | val_loss: 0.0311982 | Time: 2447.35 ms [2021-01-02 11:59:19 main:574] : INFO : Epoch 969 | loss: 0.0311936 | val_loss: 0.0311966 | Time: 2538.8 ms [2021-01-02 11:59:22 main:574] : INFO : Epoch 970 | loss: 0.0311931 | val_loss: 0.0311988 | Time: 2468.59 ms [2021-01-02 11:59:24 main:574] : INFO : Epoch 971 | loss: 0.0311948 | val_loss: 0.0311988 | Time: 2424.65 ms [2021-01-02 11:59:27 main:574] : INFO : Epoch 972 | loss: 0.0311923 | val_loss: 0.0311963 | Time: 2436.11 ms [2021-01-02 11:59:30 main:574] : INFO : Epoch 973 | loss: 0.0311927 | val_loss: 0.0311985 | Time: 2460.81 ms [2021-01-02 11:59:33 main:574] : INFO : Epoch 974 | loss: 0.0311931 | val_loss: 0.0311965 | Time: 2476.21 ms [2021-01-02 11:59:35 main:574] : INFO : Epoch 975 | loss: 0.0311923 | val_loss: 0.0311978 | Time: 2479 ms [2021-01-02 11:59:38 main:574] : INFO : Epoch 976 | loss: 0.0311973 | val_loss: 0.0311986 | Time: 2583.35 ms [2021-01-02 11:59:41 main:574] : INFO : Epoch 977 | loss: 0.031197 | val_loss: 0.0311974 | Time: 2490.71 ms [2021-01-02 11:59:43 main:574] : INFO : Epoch 978 | loss: 0.0311969 | val_loss: 0.0311969 | Time: 2580.16 ms [2021-01-02 11:59:46 main:574] : INFO : Epoch 979 | loss: 0.0311966 | val_loss: 0.0311971 | Time: 2655.36 ms [2021-01-02 11:59:49 main:574] : INFO : Epoch 980 | loss: 0.0311959 | val_loss: 0.0311984 | Time: 2717.16 ms [2021-01-02 11:59:52 main:574] : INFO : Epoch 981 | loss: 0.0311968 | val_loss: 0.0311984 | Time: 2711.75 ms [2021-01-02 11:59:55 main:574] : INFO : Epoch 982 | loss: 0.0311963 | val_loss: 0.0311981 | Time: 2642.69 ms [2021-01-02 11:59:58 main:574] : INFO : Epoch 983 | loss: 0.0311955 | val_loss: 0.031199 | Time: 2500.62 ms [2021-01-02 12:00:00 main:574] : INFO : Epoch 984 | loss: 0.0311954 | val_loss: 0.0311972 | Time: 2517.3 ms [2021-01-02 12:00:03 main:574] : INFO : Epoch 985 | loss: 0.031196 | val_loss: 0.0311985 | Time: 2478.32 ms [2021-01-02 12:00:05 main:574] : INFO : Epoch 986 | loss: 0.0311964 | val_loss: 0.0311977 | Time: 2492.83 ms [2021-01-02 12:00:08 main:574] : INFO : Epoch 987 | loss: 0.0311969 | val_loss: 0.0312067 | Time: 2425.52 ms [2021-01-02 12:00:11 main:574] : INFO : Epoch 988 | loss: 0.0312 | val_loss: 0.0312006 | Time: 2489.17 ms [2021-01-02 12:00:13 main:574] : INFO : Epoch 989 | loss: 0.0312017 | val_loss: 0.0311993 | Time: 2489.51 ms [2021-01-02 12:00:16 main:574] : INFO : Epoch 990 | loss: 0.0312026 | val_loss: 0.0311984 | Time: 2487.73 ms [2021-01-02 12:00:18 main:574] : INFO : Epoch 991 | loss: 0.0312006 | val_loss: 0.0311972 | Time: 2392.73 ms [2021-01-02 12:00:21 main:574] : INFO : Epoch 992 | loss: 0.0311975 | val_loss: 0.0311985 | Time: 2430.89 ms [2021-01-02 12:00:23 main:574] : INFO : Epoch 993 | loss: 0.0311975 | val_loss: 0.0311992 | Time: 2501.94 ms [2021-01-02 12:00:26 main:574] : INFO : Epoch 994 | loss: 0.0311964 | val_loss: 0.0311967 | Time: 2499.63 ms [2021-01-02 12:00:29 main:574] : INFO : Epoch 995 | loss: 0.0311965 | val_loss: 0.0311965 | Time: 2500.68 ms [2021-01-02 12:00:32 main:574] : INFO : Epoch 996 | loss: 0.0311962 | val_loss: 0.0311964 | Time: 2597.51 ms [2021-01-02 12:00:35 main:574] : INFO : Epoch 997 | loss: 0.0311956 | val_loss: 0.031196 | Time: 2644.12 ms [2021-01-02 12:00:38 main:574] : INFO : Epoch 998 | loss: 0.0311958 | val_loss: 0.0311959 | Time: 2491.77 ms [2021-01-02 12:00:41 main:574] : INFO : Epoch 999 | loss: 0.0311957 | val_loss: 0.0311965 | Time: 2541.71 ms [2021-01-02 12:00:44 main:574] : INFO : Epoch 1000 | loss: 0.031196 | val_loss: 0.0311964 | Time: 2480.1 ms [2021-01-02 12:00:56 main:574] : INFO : Epoch 1001 | loss: 0.0311979 | val_loss: 0.0311952 | Time: 12280.2 ms [2021-01-02 12:00:59 main:574] : INFO : Epoch 1002 | loss: 0.0311954 | val_loss: 0.0311961 | Time: 2483.39 ms [2021-01-02 12:01:01 main:574] : INFO : Epoch 1003 | loss: 0.0311962 | val_loss: 0.0311977 | Time: 2403.5 ms [2021-01-02 12:01:04 main:574] : INFO : Epoch 1004 | loss: 0.0311975 | val_loss: 0.0311985 | Time: 2423.08 ms [2021-01-02 12:01:07 main:574] : INFO : Epoch 1005 | loss: 0.0311966 | val_loss: 0.0311979 | Time: 2467.26 ms [2021-01-02 12:01:09 main:574] : INFO : Epoch 1006 | loss: 0.0311964 | val_loss: 0.031197 | Time: 2485.3 ms [2021-01-02 12:01:12 main:574] : INFO : Epoch 1007 | loss: 0.0311963 | val_loss: 0.0311994 | Time: 2471.08 ms [2021-01-02 12:01:14 main:574] : INFO : Epoch 1008 | loss: 0.0311968 | val_loss: 0.0311972 | Time: 2482.37 ms [2021-01-02 12:01:17 main:574] : INFO : Epoch 1009 | loss: 0.0311961 | val_loss: 0.0311961 | Time: 2412.39 ms [2021-01-02 12:01:19 main:574] : INFO : Epoch 1010 | loss: 0.0311963 | val_loss: 0.0311951 | Time: 2478.16 ms [2021-01-02 12:01:22 main:574] : INFO : Epoch 1011 | loss: 0.0311991 | val_loss: 0.0311945 | Time: 2545.21 ms [2021-01-02 12:01:24 main:574] : INFO : Epoch 1012 | loss: 0.0311986 | val_loss: 0.0311938 | Time: 2472.85 ms [2021-01-02 12:01:27 main:574] : INFO : Epoch 1013 | loss: 0.0311966 | val_loss: 0.0311947 | Time: 2502.56 ms [2021-01-02 12:01:30 main:574] : INFO : Epoch 1014 | loss: 0.0311953 | val_loss: 0.031195 | Time: 2534.6 ms [2021-01-02 12:01:33 main:574] : INFO : Epoch 1015 | loss: 0.0311947 | val_loss: 0.0311961 | Time: 2486.95 ms [2021-01-02 12:01:35 main:574] : INFO : Epoch 1016 | loss: 0.0311958 | val_loss: 0.0311976 | Time: 2417.72 ms [2021-01-02 12:01:38 main:574] : INFO : Epoch 1017 | loss: 0.0311946 | val_loss: 0.0311941 | Time: 2466.57 ms [2021-01-02 12:01:40 main:574] : INFO : Epoch 1018 | loss: 0.031194 | val_loss: 0.0311947 | Time: 2466.86 ms [2021-01-02 12:01:43 main:574] : INFO : Epoch 1019 | loss: 0.0311943 | val_loss: 0.0311944 | Time: 2518.98 ms [2021-01-02 12:01:45 main:574] : INFO : Epoch 1020 | loss: 0.0311939 | val_loss: 0.031194 | Time: 2479.51 ms [2021-01-02 12:01:48 main:574] : INFO : Epoch 1021 | loss: 0.0311941 | val_loss: 0.0311931 | Time: 2497.06 ms [2021-01-02 12:01:51 main:574] : INFO : Epoch 1022 | loss: 0.031195 | val_loss: 0.0311929 | Time: 2500.11 ms [2021-01-02 12:01:53 main:574] : INFO : Epoch 1023 | loss: 0.0311968 | val_loss: 0.0311928 | Time: 2542.79 ms [2021-01-02 12:01:56 main:574] : INFO : Epoch 1024 | loss: 0.0311948 | val_loss: 0.0311943 | Time: 2370.94 ms [2021-01-02 12:01:56 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311943 [2021-01-02 12:01:56 main:603] : INFO : Saving end state to config to file [2021-01-02 12:01:56 main:608] : INFO : Success, exiting.. 12:01:56 (38472): 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)