Task 3324096
| Name | ParityMachine-1605152482-6153-7_2 |
| Workunit | 1571158 |
| Created | 18 Dec 2020, 6:17:19 UTC |
| Sent | 18 Dec 2020, 7:06:50 UTC |
| Report deadline | 25 Dec 2020, 7:06:50 UTC |
| Received | 19 Dec 2020, 10:34:32 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2889 |
| Run time | 51 min 31 sec |
| CPU time | 51 min 21 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 7,316.64 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 74.53 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 510 | loss: 0.0312181 | val_loss: 0.0312156 | Time: 3200.85 ms
[2020-12-19 03:08:07 main:581] : INFO : Epoch 511 | loss: 0.0312125 | val_loss: 0.0312137 | Time: 3207.46 ms
[2020-12-19 03:08:10 main:581] : INFO : Epoch 512 | loss: 0.0312108 | val_loss: 0.0312159 | Time: 3198.95 ms
[2020-12-19 03:08:13 main:581] : INFO : Epoch 513 | loss: 0.0312126 | val_loss: 0.0312205 | Time: 3197.35 ms
[2020-12-19 03:08:16 main:581] : INFO : Epoch 514 | loss: 0.0312115 | val_loss: 0.0312132 | Time: 2896.28 ms
[2020-12-19 03:08:19 main:581] : INFO : Epoch 515 | loss: 0.0312101 | val_loss: 0.0312157 | Time: 2820.26 ms
[2020-12-19 03:08:22 main:581] : INFO : Epoch 516 | loss: 0.0312101 | val_loss: 0.0312148 | Time: 2818.43 ms
[2020-12-19 03:08:24 main:581] : INFO : Epoch 517 | loss: 0.031211 | val_loss: 0.0312153 | Time: 2817.22 ms
[2020-12-19 03:08:27 main:581] : INFO : Epoch 518 | loss: 0.0312097 | val_loss: 0.0312124 | Time: 2822.03 ms
[2020-12-19 03:08:30 main:581] : INFO : Epoch 519 | loss: 0.0312096 | val_loss: 0.031213 | Time: 2815.49 ms
[2020-12-19 03:08:33 main:581] : INFO : Epoch 520 | loss: 0.0312089 | val_loss: 0.0312132 | Time: 2811.48 ms
[2020-12-19 03:08:36 main:581] : INFO : Epoch 521 | loss: 0.0312091 | val_loss: 0.0312121 | Time: 2812.51 ms
[2020-12-19 03:08:39 main:581] : INFO : Epoch 522 | loss: 0.0312093 | val_loss: 0.0312133 | Time: 2815.55 ms
[2020-12-19 03:08:41 main:581] : INFO : Epoch 523 | loss: 0.0312092 | val_loss: 0.0312138 | Time: 2819.6 ms
[2020-12-19 03:08:44 main:581] : INFO : Epoch 524 | loss: 0.0312102 | val_loss: 0.0312191 | Time: 2814.77 ms
[2020-12-19 03:08:47 main:581] : INFO : Epoch 525 | loss: 0.0312118 | val_loss: 0.0312131 | Time: 2813.16 ms
[2020-12-19 03:08:50 main:581] : INFO : Epoch 526 | loss: 0.0312122 | val_loss: 0.0312148 | Time: 2811.48 ms
[2020-12-19 03:08:53 main:581] : INFO : Epoch 527 | loss: 0.0312111 | val_loss: 0.0312131 | Time: 2835.92 ms
[2020-12-19 03:08:55 main:581] : INFO : Epoch 528 | loss: 0.0312106 | val_loss: 0.0312149 | Time: 2844.06 ms
[2020-12-19 03:08:58 main:581] : INFO : Epoch 529 | loss: 0.0312099 | val_loss: 0.0312137 | Time: 2845.91 ms
[2020-12-19 03:09:02 main:581] : INFO : Epoch 530 | loss: 0.0312113 | val_loss: 0.0312191 | Time: 3201.29 ms
[2020-12-19 03:09:05 main:581] : INFO : Epoch 531 | loss: 0.0312151 | val_loss: 0.0312135 | Time: 3207.5 ms
[2020-12-19 03:09:08 main:581] : INFO : Epoch 532 | loss: 0.0312139 | val_loss: 0.031214 | Time: 3206.65 ms
[2020-12-19 03:09:11 main:581] : INFO : Epoch 533 | loss: 0.0312117 | val_loss: 0.0312136 | Time: 3203.74 ms
[2020-12-19 03:09:14 main:581] : INFO : Epoch 534 | loss: 0.0312123 | val_loss: 0.0312135 | Time: 3209 ms
[2020-12-19 03:09:17 main:581] : INFO : Epoch 535 | loss: 0.0312106 | val_loss: 0.0312119 | Time: 3005.58 ms
[2020-12-19 03:09:20 main:581] : INFO : Epoch 536 | loss: 0.0312096 | val_loss: 0.0312122 | Time: 2827.41 ms
[2020-12-19 03:09:23 main:581] : INFO : Epoch 537 | loss: 0.0312099 | val_loss: 0.0312117 | Time: 2825.83 ms
[2020-12-19 03:09:26 main:581] : INFO : Epoch 538 | loss: 0.0312097 | val_loss: 0.0312118 | Time: 2834.79 ms
[2020-12-19 03:09:29 main:581] : INFO : Epoch 539 | loss: 0.0312105 | val_loss: 0.0312122 | Time: 2846.83 ms
[2020-12-19 03:09:32 main:581] : INFO : Epoch 540 | loss: 0.0312103 | val_loss: 0.0312113 | Time: 2845.03 ms
[2020-12-19 03:09:34 main:581] : INFO : Epoch 541 | loss: 0.0312107 | val_loss: 0.0312129 | Time: 2835.56 ms
[2020-12-19 03:09:37 main:581] : INFO : Epoch 542 | loss: 0.031211 | val_loss: 0.0312111 | Time: 2831.03 ms
[2020-12-19 03:09:40 main:581] : INFO : Epoch 543 | loss: 0.0312083 | val_loss: 0.0312105 | Time: 3170.19 ms
[2020-12-19 03:09:44 main:581] : INFO : Epoch 544 | loss: 0.0312081 | val_loss: 0.0312119 | Time: 3224.2 ms
[2020-12-19 03:09:47 main:581] : INFO : Epoch 545 | loss: 0.0312109 | val_loss: 0.031216 | Time: 3220.37 ms
[2020-12-19 03:09:50 main:581] : INFO : Epoch 546 | loss: 0.0312101 | val_loss: 0.0312129 | Time: 2818.61 ms
[2020-12-19 03:09:52 main:581] : INFO : Epoch 547 | loss: 0.031209 | val_loss: 0.0312109 | Time: 2822.44 ms
[2020-12-19 03:09:55 main:581] : INFO : Epoch 548 | loss: 0.0312092 | val_loss: 0.0312106 | Time: 2814.03 ms
[2020-12-19 03:09:58 main:581] : INFO : Epoch 549 | loss: 0.0312089 | val_loss: 0.0312137 | Time: 2823.59 ms
[2020-12-19 03:10:01 main:581] : INFO : Epoch 550 | loss: 0.031209 | val_loss: 0.0312102 | Time: 2825.26 ms
[2020-12-19 03:10:04 main:581] : INFO : Epoch 551 | loss: 0.0312075 | val_loss: 0.0312102 | Time: 2840.72 ms
[2020-12-19 03:10:07 main:581] : INFO : Epoch 552 | loss: 0.0312072 | val_loss: 0.0312103 | Time: 2843.84 ms
[2020-12-19 03:10:10 main:581] : INFO : Epoch 553 | loss: 0.0312094 | val_loss: 0.0312177 | Time: 2917.15 ms
[2020-12-19 03:10:13 main:581] : INFO : Epoch 554 | loss: 0.0312095 | val_loss: 0.0312102 | Time: 3003.43 ms
[2020-12-19 03:10:16 main:581] : INFO : Epoch 555 | loss: 0.0312083 | val_loss: 0.0312109 | Time: 3000.87 ms
[2020-12-19 03:10:19 main:581] : INFO : Epoch 556 | loss: 0.0312089 | val_loss: 0.0312105 | Time: 3003.12 ms
[2020-12-19 03:10:22 main:581] : INFO : Epoch 557 | loss: 0.0312075 | val_loss: 0.03121 | Time: 3005.15 ms
[2020-12-19 03:10:25 main:581] : INFO : Epoch 558 | loss: 0.0312073 | val_loss: 0.0312097 | Time: 3135.3 ms
[2020-12-19 03:10:28 main:581] : INFO : Epoch 559 | loss: 0.0312075 | val_loss: 0.0312128 | Time: 3156.78 ms
[2020-12-19 03:10:31 main:581] : INFO : Epoch 560 | loss: 0.0312088 | val_loss: 0.0312113 | Time: 3130.81 ms
[2020-12-19 03:10:34 main:581] : INFO : Epoch 561 | loss: 0.0312079 | val_loss: 0.0312113 | Time: 3128.68 ms
[2020-12-19 03:10:37 main:581] : INFO : Epoch 562 | loss: 0.0312078 | val_loss: 0.0312123 | Time: 3124.54 ms
[2020-12-19 03:10:40 main:581] : INFO : Epoch 563 | loss: 0.0312086 | val_loss: 0.0312136 | Time: 3127 ms
[2020-12-19 03:10:43 main:581] : INFO : Epoch 564 | loss: 0.0312092 | val_loss: 0.0312115 | Time: 3133.9 ms
[2020-12-19 03:10:47 main:581] : INFO : Epoch 565 | loss: 0.0312092 | val_loss: 0.0312121 | Time: 3129.46 ms
[2020-12-19 03:10:50 main:581] : INFO : Epoch 566 | loss: 0.031211 | val_loss: 0.031215 | Time: 3124.56 ms
[2020-12-19 03:10:53 main:581] : INFO : Epoch 567 | loss: 0.0312108 | val_loss: 0.0312131 | Time: 2958.86 ms
[2020-12-19 03:10:56 main:581] : INFO : Epoch 568 | loss: 0.031209 | val_loss: 0.0312151 | Time: 2839.96 ms
[2020-12-19 03:10:58 main:581] : INFO : Epoch 569 | loss: 0.0312096 | val_loss: 0.0312126 | Time: 2840.17 ms
[2020-12-19 03:11:01 main:581] : INFO : Epoch 570 | loss: 0.0312082 | val_loss: 0.0312113 | Time: 2838.17 ms
[2020-12-19 03:11:04 main:581] : INFO : Epoch 571 | loss: 0.0312072 | val_loss: 0.0312103 | Time: 2821.35 ms
[2020-12-19 03:11:07 main:581] : INFO : Epoch 572 | loss: 0.0312094 | val_loss: 0.0312143 | Time: 2824.41 ms
[2020-12-19 03:11:10 main:581] : INFO : Epoch 573 | loss: 0.0312104 | val_loss: 0.0312147 | Time: 2818.79 ms
[2020-12-19 03:11:12 main:581] : INFO : Epoch 574 | loss: 0.0312108 | val_loss: 0.0312128 | Time: 2812.69 ms
[2020-12-19 03:11:15 main:581] : INFO : Epoch 575 | loss: 0.0312105 | val_loss: 0.031212 | Time: 2819.11 ms
[2020-12-19 03:11:18 main:581] : INFO : Epoch 576 | loss: 0.0312091 | val_loss: 0.0312103 | Time: 2825.72 ms
[2020-12-19 03:11:21 main:581] : INFO : Epoch 577 | loss: 0.031209 | val_loss: 0.0312098 | Time: 2832.99 ms
[2020-12-19 03:11:24 main:581] : INFO : Epoch 578 | loss: 0.0312076 | val_loss: 0.0312102 | Time: 3185.18 ms
[2020-12-19 03:11:27 main:581] : INFO : Epoch 579 | loss: 0.0312079 | val_loss: 0.0312099 | Time: 3221.02 ms
[2020-12-19 03:11:30 main:581] : INFO : Epoch 580 | loss: 0.0312087 | val_loss: 0.0312133 | Time: 3096.77 ms
[2020-12-19 03:11:33 main:581] : INFO : Epoch 581 | loss: 0.0312105 | val_loss: 0.0312123 | Time: 3017.48 ms
[2020-12-19 03:11:36 main:581] : INFO : Epoch 582 | loss: 0.0312122 | val_loss: 0.0312138 | Time: 3016.72 ms
[2020-12-19 03:11:40 main:581] : INFO : Epoch 583 | loss: 0.0312091 | val_loss: 0.0312094 | Time: 3013.79 ms
[2020-12-19 03:11:43 main:581] : INFO : Epoch 584 | loss: 0.0312077 | val_loss: 0.0312102 | Time: 3015.1 ms
[2020-12-19 03:11:45 main:581] : INFO : Epoch 585 | loss: 0.0312067 | val_loss: 0.0312112 | Time: 2910.45 ms
[2020-12-19 03:11:48 main:581] : INFO : Epoch 586 | loss: 0.0312085 | val_loss: 0.0312148 | Time: 2852.9 ms
[2020-12-19 03:11:51 main:581] : INFO : Epoch 587 | loss: 0.0312072 | val_loss: 0.0312089 | Time: 2846.57 ms
[2020-12-19 03:11:54 main:581] : INFO : Epoch 588 | loss: 0.0312082 | val_loss: 0.0312177 | Time: 2850.48 ms
[2020-12-19 03:11:57 main:581] : INFO : Epoch 589 | loss: 0.0312091 | val_loss: 0.0312224 | Time: 2851.51 ms
[2020-12-19 03:12:00 main:581] : INFO : Epoch 590 | loss: 0.0312146 | val_loss: 0.0312335 | Time: 2850.75 ms
[2020-12-19 03:12:03 main:581] : INFO : Epoch 591 | loss: 0.0312145 | val_loss: 0.0312116 | Time: 2872.77 ms
[2020-12-19 03:12:06 main:581] : INFO : Epoch 592 | loss: 0.0312077 | val_loss: 0.0312097 | Time: 3203.45 ms
[2020-12-19 03:12:09 main:581] : INFO : Epoch 593 | loss: 0.0312055 | val_loss: 0.0312107 | Time: 3209.23 ms
[2020-12-19 03:12:12 main:581] : INFO : Epoch 594 | loss: 0.0312071 | val_loss: 0.0312089 | Time: 3210.51 ms
[2020-12-19 03:12:15 main:581] : INFO : Epoch 595 | loss: 0.0312069 | val_loss: 0.031212 | Time: 2904.35 ms
[2020-12-19 03:12:18 main:581] : INFO : Epoch 596 | loss: 0.0312074 | val_loss: 0.031214 | Time: 2849.79 ms
[2020-12-19 03:12:21 main:581] : INFO : Epoch 597 | loss: 0.0312083 | val_loss: 0.0312098 | Time: 2849.32 ms
[2020-12-19 03:12:24 main:581] : INFO : Epoch 598 | loss: 0.0312064 | val_loss: 0.0312165 | Time: 2851.43 ms
[2020-12-19 03:12:27 main:581] : INFO : Epoch 599 | loss: 0.0312072 | val_loss: 0.0312101 | Time: 2927.39 ms
[2020-12-19 03:12:30 main:581] : INFO : Epoch 600 | loss: 0.0312063 | val_loss: 0.0312083 | Time: 3207.74 ms
[2020-12-19 03:12:33 main:581] : INFO : Epoch 601 | loss: 0.0312063 | val_loss: 0.031216 | Time: 3204.61 ms
[2020-12-19 03:12:36 main:581] : INFO : Epoch 602 | loss: 0.0312194 | val_loss: 0.0312198 | Time: 3203.35 ms
[2020-12-19 03:12:39 main:581] : INFO : Epoch 603 | loss: 0.0312187 | val_loss: 0.0312181 | Time: 3200.44 ms
[2020-12-19 03:12:43 main:581] : INFO : Epoch 604 | loss: 0.0312178 | val_loss: 0.0312183 | Time: 3200.53 ms
[2020-12-19 03:12:46 main:581] : INFO : Epoch 605 | loss: 0.0312149 | val_loss: 0.0312154 | Time: 3203.94 ms
[2020-12-19 03:12:49 main:581] : INFO : Epoch 606 | loss: 0.0312145 | val_loss: 0.0312155 | Time: 3199.93 ms
[2020-12-19 03:12:52 main:581] : INFO : Epoch 607 | loss: 0.0312135 | val_loss: 0.0312164 | Time: 3204.21 ms
[2020-12-19 03:12:55 main:581] : INFO : Epoch 608 | loss: 0.031213 | val_loss: 0.031213 | Time: 3205.71 ms
[2020-12-19 03:12:59 main:581] : INFO : Epoch 609 | loss: 0.0312106 | val_loss: 0.0312125 | Time: 3152.77 ms
[2020-12-19 03:13:02 main:581] : INFO : Epoch 610 | loss: 0.0312112 | val_loss: 0.0312121 | Time: 3225.85 ms
[2020-12-19 03:13:05 main:581] : INFO : Epoch 611 | loss: 0.0312107 | val_loss: 0.0312121 | Time: 3222.18 ms
[2020-12-19 03:13:08 main:581] : INFO : Epoch 612 | loss: 0.0312092 | val_loss: 0.031212 | Time: 3037.18 ms
[2020-12-19 03:13:11 main:581] : INFO : Epoch 613 | loss: 0.0312094 | val_loss: 0.0312128 | Time: 3017.35 ms
[2020-12-19 03:13:14 main:581] : INFO : Epoch 614 | loss: 0.0312092 | val_loss: 0.0312117 | Time: 3021.27 ms
[2020-12-19 03:13:17 main:581] : INFO : Epoch 615 | loss: 0.0312097 | val_loss: 0.0312131 | Time: 3020.74 ms
[2020-12-19 03:13:20 main:581] : INFO : Epoch 616 | loss: 0.0312101 | val_loss: 0.0312127 | Time: 3015.96 ms
[2020-12-19 03:13:23 main:581] : INFO : Epoch 617 | loss: 0.0312101 | val_loss: 0.0312155 | Time: 3003.24 ms
[2020-12-19 03:13:26 main:581] : INFO : Epoch 618 | loss: 0.0312089 | val_loss: 0.0312111 | Time: 3003.81 ms
[2020-12-19 03:13:29 main:581] : INFO : Epoch 619 | loss: 0.0312081 | val_loss: 0.0312128 | Time: 3121.98 ms
[2020-12-19 03:13:32 main:581] : INFO : Epoch 620 | loss: 0.0312085 | val_loss: 0.0312127 | Time: 3215.23 ms
[2020-12-19 03:13:36 main:581] : INFO : Epoch 621 | loss: 0.0312088 | val_loss: 0.0312117 | Time: 3170.15 ms
[2020-12-19 03:13:39 main:581] : INFO : Epoch 622 | loss: 0.0312086 | val_loss: 0.0312128 | Time: 3002.53 ms
[2020-12-19 03:13:42 main:581] : INFO : Epoch 623 | loss: 0.0312088 | val_loss: 0.0312112 | Time: 2867.5 ms
[2020-12-19 03:13:44 main:581] : INFO : Epoch 624 | loss: 0.0312081 | val_loss: 0.0312114 | Time: 2856.22 ms
[2020-12-19 03:13:47 main:581] : INFO : Epoch 625 | loss: 0.0312082 | val_loss: 0.0312126 | Time: 2863.47 ms
[2020-12-19 03:13:50 main:581] : INFO : Epoch 626 | loss: 0.0312087 | val_loss: 0.0312105 | Time: 2861.71 ms
[2020-12-19 03:13:53 main:581] : INFO : Epoch 627 | loss: 0.0312071 | val_loss: 0.0312102 | Time: 2852.99 ms
[2020-12-19 03:13:56 main:581] : INFO : Epoch 628 | loss: 0.0312068 | val_loss: 0.0312113 | Time: 2861.62 ms
[2020-12-19 03:13:59 main:581] : INFO : Epoch 629 | loss: 0.031207 | val_loss: 0.0312094 | Time: 2865.18 ms
[2020-12-19 03:14:02 main:581] : INFO : Epoch 630 | loss: 0.0312072 | val_loss: 0.0312106 | Time: 2854.76 ms
[2020-12-19 03:14:04 main:581] : INFO : Epoch 631 | loss: 0.0312079 | val_loss: 0.03121 | Time: 2848.52 ms
[2020-12-19 03:14:07 main:581] : INFO : Epoch 632 | loss: 0.0312072 | val_loss: 0.03121 | Time: 2848.26 ms
[2020-12-19 03:14:10 main:581] : INFO : Epoch 633 | loss: 0.0312076 | val_loss: 0.0312111 | Time: 2856.38 ms
[2020-12-19 03:14:13 main:581] : INFO : Epoch 634 | loss: 0.0312089 | val_loss: 0.0312112 | Time: 3026.84 ms
[2020-12-19 03:14:16 main:581] : INFO : Epoch 635 | loss: 0.0312077 | val_loss: 0.0312107 | Time: 3218.32 ms
[2020-12-19 03:14:19 main:581] : INFO : Epoch 636 | loss: 0.0312068 | val_loss: 0.0312108 | Time: 3081.07 ms
[2020-12-19 03:14:22 main:581] : INFO : Epoch 637 | loss: 0.0312061 | val_loss: 0.0312115 | Time: 2826.01 ms
[2020-12-19 03:14:25 main:581] : INFO : Epoch 638 | loss: 0.0312089 | val_loss: 0.0312103 | Time: 2837.7 ms
[2020-12-19 03:14:28 main:581] : INFO : Epoch 639 | loss: 0.0312088 | val_loss: 0.0312102 | Time: 2831.45 ms
[2020-12-19 03:14:31 main:581] : INFO : Epoch 640 | loss: 0.0312066 | val_loss: 0.0312115 | Time: 2828.08 ms
[2020-12-19 03:14:34 main:581] : INFO : Epoch 641 | loss: 0.031208 | val_loss: 0.0312104 | Time: 2825.42 ms
[2020-12-19 03:14:36 main:581] : INFO : Epoch 642 | loss: 0.0312071 | val_loss: 0.0312126 | Time: 2810.39 ms
[2020-12-19 03:14:39 main:581] : INFO : Epoch 643 | loss: 0.0312067 | val_loss: 0.0312106 | Time: 3005.73 ms
[2020-12-19 03:14:42 main:581] : INFO : Epoch 644 | loss: 0.0312065 | val_loss: 0.0312097 | Time: 2933.69 ms
[2020-12-19 03:14:45 main:581] : INFO : Epoch 645 | loss: 0.0312057 | val_loss: 0.0312099 | Time: 2863.38 ms
[2020-12-19 03:14:48 main:581] : INFO : Epoch 646 | loss: 0.0312064 | val_loss: 0.0312111 | Time: 2858.98 ms
[2020-12-19 03:14:51 main:581] : INFO : Epoch 647 | loss: 0.031208 | val_loss: 0.031212 | Time: 2854.35 ms
[2020-12-19 03:14:54 main:581] : INFO : Epoch 648 | loss: 0.031212 | val_loss: 0.031213 | Time: 2945.95 ms
[2020-12-19 03:14:57 main:581] : INFO : Epoch 649 | loss: 0.0312114 | val_loss: 0.0312119 | Time: 3125.38 ms
[2020-12-19 03:15:00 main:581] : INFO : Epoch 650 | loss: 0.0312101 | val_loss: 0.031212 | Time: 3123.58 ms
[2020-12-19 03:15:03 main:581] : INFO : Epoch 651 | loss: 0.0312095 | val_loss: 0.0312116 | Time: 2881.38 ms
[2020-12-19 03:15:06 main:581] : INFO : Epoch 652 | loss: 0.031209 | val_loss: 0.0312122 | Time: 3026.75 ms
[2020-12-19 03:15:09 main:581] : INFO : Epoch 653 | loss: 0.0312098 | val_loss: 0.0312124 | Time: 3208.96 ms
[2020-12-19 03:15:12 main:581] : INFO : Epoch 654 | loss: 0.0312084 | val_loss: 0.0312112 | Time: 3041.78 ms
[2020-12-19 03:15:15 main:581] : INFO : Epoch 655 | loss: 0.0312087 | val_loss: 0.0312119 | Time: 2847.69 ms
[2020-12-19 03:15:18 main:581] : INFO : Epoch 656 | loss: 0.0312092 | val_loss: 0.0312147 | Time: 2847.12 ms
[2020-12-19 03:15:21 main:581] : INFO : Epoch 657 | loss: 0.031212 | val_loss: 0.0312116 | Time: 2853.8 ms
[2020-12-19 03:15:24 main:581] : INFO : Epoch 658 | loss: 0.0312109 | val_loss: 0.0312127 | Time: 2983.18 ms
[2020-12-19 03:15:27 main:581] : INFO : Epoch 659 | loss: 0.0312101 | val_loss: 0.0312145 | Time: 3214.14 ms
[2020-12-19 03:15:30 main:581] : INFO : Epoch 660 | loss: 0.0312114 | val_loss: 0.0312142 | Time: 3206.34 ms
[2020-12-19 03:15:33 main:581] : INFO : Epoch 661 | loss: 0.0312101 | val_loss: 0.0312126 | Time: 3207.18 ms
[2020-12-19 03:15:36 main:581] : INFO : Epoch 662 | loss: 0.0312077 | val_loss: 0.0312097 | Time: 2909.46 ms
[2020-12-19 03:15:39 main:581] : INFO : Epoch 663 | loss: 0.0312072 | val_loss: 0.0312118 | Time: 2856.05 ms
[2020-12-19 03:15:42 main:581] : INFO : Epoch 664 | loss: 0.031207 | val_loss: 0.0312109 | Time: 2848.99 ms
[2020-12-19 03:15:45 main:581] : INFO : Epoch 665 | loss: 0.0312067 | val_loss: 0.0312108 | Time: 2859.23 ms
[2020-12-19 03:15:48 main:581] : INFO : Epoch 666 | loss: 0.0312073 | val_loss: 0.0312132 | Time: 2865.4 ms
[2020-12-19 03:15:51 main:581] : INFO : Epoch 667 | loss: 0.0312084 | val_loss: 0.0312151 | Time: 2852.11 ms
[2020-12-19 03:15:53 main:581] : INFO : Epoch 668 | loss: 0.0312081 | val_loss: 0.0312141 | Time: 2852.31 ms
[2020-12-19 03:15:56 main:581] : INFO : Epoch 669 | loss: 0.0312084 | val_loss: 0.0312104 | Time: 2857.4 ms
[2020-12-19 03:15:59 main:581] : INFO : Epoch 670 | loss: 0.0312077 | val_loss: 0.0312099 | Time: 2855.1 ms
[2020-12-19 03:16:02 main:581] : INFO : Epoch 671 | loss: 0.0312072 | val_loss: 0.031212 | Time: 2857.69 ms
[2020-12-19 03:16:05 main:581] : INFO : Epoch 672 | loss: 0.0312066 | val_loss: 0.0312101 | Time: 2860.84 ms
[2020-12-19 03:16:08 main:581] : INFO : Epoch 673 | loss: 0.0312058 | val_loss: 0.0312101 | Time: 2858.08 ms
[2020-12-19 03:16:11 main:581] : INFO : Epoch 674 | loss: 0.0312053 | val_loss: 0.0312135 | Time: 2860.9 ms
[2020-12-19 03:16:14 main:581] : INFO : Epoch 675 | loss: 0.0312076 | val_loss: 0.0312111 | Time: 3042.48 ms
[2020-12-19 03:16:17 main:581] : INFO : Epoch 676 | loss: 0.0312077 | val_loss: 0.0312108 | Time: 3219.39 ms
[2020-12-19 03:16:20 main:581] : INFO : Epoch 677 | loss: 0.0312063 | val_loss: 0.0312097 | Time: 3226.38 ms
[2020-12-19 03:16:23 main:581] : INFO : Epoch 678 | loss: 0.0312058 | val_loss: 0.0312102 | Time: 3241.42 ms
[2020-12-19 03:16:27 main:581] : INFO : Epoch 679 | loss: 0.0312064 | val_loss: 0.031212 | Time: 3193.45 ms
[2020-12-19 03:16:30 main:581] : INFO : Epoch 680 | loss: 0.0312071 | val_loss: 0.0312131 | Time: 3144.05 ms
[2020-12-19 03:16:33 main:581] : INFO : Epoch 681 | loss: 0.0312073 | val_loss: 0.0312107 | Time: 3196.48 ms
[2020-12-19 03:16:36 main:581] : INFO : Epoch 682 | loss: 0.0312075 | val_loss: 0.0312105 | Time: 3008.69 ms
[2020-12-19 03:16:39 main:581] : INFO : Epoch 683 | loss: 0.0312079 | val_loss: 0.031211 | Time: 3003.49 ms
[2020-12-19 03:16:42 main:581] : INFO : Epoch 684 | loss: 0.0312079 | val_loss: 0.0312151 | Time: 2956.27 ms
[2020-12-19 03:16:45 main:581] : INFO : Epoch 685 | loss: 0.0312064 | val_loss: 0.0312102 | Time: 2847.89 ms
[2020-12-19 03:16:48 main:581] : INFO : Epoch 686 | loss: 0.031206 | val_loss: 0.03121 | Time: 2845.49 ms
[2020-12-19 03:16:50 main:581] : INFO : Epoch 687 | loss: 0.0312057 | val_loss: 0.0312109 | Time: 2831.51 ms
[2020-12-19 03:16:53 main:581] : INFO : Epoch 688 | loss: 0.0312068 | val_loss: 0.0312101 | Time: 2833.49 ms
[2020-12-19 03:16:56 main:581] : INFO : Epoch 689 | loss: 0.0312078 | val_loss: 0.0312094 | Time: 3123 ms
[2020-12-19 03:16:59 main:581] : INFO : Epoch 690 | loss: 0.0312062 | val_loss: 0.031212 | Time: 3143.8 ms
[2020-12-19 03:17:03 main:581] : INFO : Epoch 691 | loss: 0.0312061 | val_loss: 0.0312099 | Time: 3133.89 ms
[2020-12-19 03:17:06 main:581] : INFO : Epoch 692 | loss: 0.0312055 | val_loss: 0.031211 | Time: 3033.21 ms
[2020-12-19 03:17:09 main:581] : INFO : Epoch 693 | loss: 0.0312051 | val_loss: 0.031213 | Time: 3041.27 ms
[2020-12-19 03:17:12 main:581] : INFO : Epoch 694 | loss: 0.0312062 | val_loss: 0.0312126 | Time: 3129.53 ms
[2020-12-19 03:17:15 main:581] : INFO : Epoch 695 | loss: 0.0312053 | val_loss: 0.0312128 | Time: 3189.76 ms
[2020-12-19 03:17:18 main:581] : INFO : Epoch 696 | loss: 0.0312047 | val_loss: 0.0312102 | Time: 3208.9 ms
[2020-12-19 03:17:21 main:581] : INFO : Epoch 697 | loss: 0.031207 | val_loss: 0.0312101 | Time: 3081.52 ms
[2020-12-19 03:17:24 main:581] : INFO : Epoch 698 | loss: 0.0312063 | val_loss: 0.0312094 | Time: 2851.48 ms
[2020-12-19 03:17:27 main:581] : INFO : Epoch 699 | loss: 0.0312052 | val_loss: 0.0312097 | Time: 2839.59 ms
[2020-12-19 03:17:30 main:581] : INFO : Epoch 700 | loss: 0.0312053 | val_loss: 0.0312108 | Time: 2880.58 ms
[2020-12-19 03:17:33 main:581] : INFO : Epoch 701 | loss: 0.0312062 | val_loss: 0.0312109 | Time: 3257.6 ms
[2020-12-19 03:17:36 main:581] : INFO : Epoch 702 | loss: 0.0312061 | val_loss: 0.0312103 | Time: 3237.21 ms
[2020-12-19 03:17:40 main:581] : INFO : Epoch 703 | loss: 0.0312049 | val_loss: 0.0312113 | Time: 3225 ms
[2020-12-19 03:17:43 main:581] : INFO : Epoch 704 | loss: 0.0312062 | val_loss: 0.031211 | Time: 3224.36 ms
[2020-12-19 03:17:46 main:581] : INFO : Epoch 705 | loss: 0.0312101 | val_loss: 0.0312316 | Time: 3204.35 ms
[2020-12-19 03:17:49 main:581] : INFO : Epoch 706 | loss: 0.0384692 | val_loss: 0.0328796 | Time: 3195.9 ms
[2020-12-19 03:17:52 main:581] : INFO : Epoch 707 | loss: 0.0412276 | val_loss: 0.0334729 | Time: 3002.68 ms
[2020-12-19 03:17:55 main:581] : INFO : Epoch 708 | loss: 0.0324821 | val_loss: 0.0313001 | Time: 3005.07 ms
[2020-12-19 03:17:58 main:581] : INFO : Epoch 709 | loss: 0.0314089 | val_loss: 0.0313022 | Time: 3009.13 ms
[2020-12-19 03:18:01 main:581] : INFO : Epoch 710 | loss: 0.0312746 | val_loss: 0.0312637 | Time: 3009.08 ms
[2020-12-19 03:18:04 main:581] : INFO : Epoch 711 | loss: 0.0312546 | val_loss: 0.0312511 | Time: 3008.79 ms
[2020-12-19 03:18:07 main:581] : INFO : Epoch 712 | loss: 0.0312491 | val_loss: 0.0312488 | Time: 3011.42 ms
[2020-12-19 03:18:10 main:581] : INFO : Epoch 713 | loss: 0.0312482 | val_loss: 0.0312479 | Time: 3144.65 ms
[2020-12-19 03:18:14 main:581] : INFO : Epoch 714 | loss: 0.0312474 | val_loss: 0.0312479 | Time: 3211.73 ms
[2020-12-19 03:18:17 main:581] : INFO : Epoch 715 | loss: 0.0312472 | val_loss: 0.0312474 | Time: 3202.12 ms
[2020-12-19 03:18:20 main:581] : INFO : Epoch 716 | loss: 0.0312471 | val_loss: 0.031247 | Time: 3002.23 ms
[2020-12-19 03:18:23 main:581] : INFO : Epoch 717 | loss: 0.0312466 | val_loss: 0.0312465 | Time: 2848.56 ms
[2020-12-19 03:18:26 main:581] : INFO : Epoch 718 | loss: 0.031246 | val_loss: 0.0312467 | Time: 2846.36 ms
[2020-12-19 03:18:29 main:581] : INFO : Epoch 719 | loss: 0.031246 | val_loss: 0.0312459 | Time: 3047.94 ms
[2020-12-19 03:18:32 main:581] : INFO : Epoch 720 | loss: 0.0312451 | val_loss: 0.0312455 | Time: 3133 ms
[2020-12-19 03:18:35 main:581] : INFO : Epoch 721 | loss: 0.0312448 | val_loss: 0.0312449 | Time: 3130.52 ms
[2020-12-19 03:18:38 main:581] : INFO : Epoch 722 | loss: 0.0312442 | val_loss: 0.0312444 | Time: 3129.72 ms
[2020-12-19 03:18:41 main:581] : INFO : Epoch 723 | loss: 0.0312437 | val_loss: 0.0312439 | Time: 3134.77 ms
[2020-12-19 03:18:44 main:581] : INFO : Epoch 724 | loss: 0.0312433 | val_loss: 0.0312433 | Time: 3132.87 ms
[2020-12-19 03:18:47 main:581] : INFO : Epoch 725 | loss: 0.0312429 | val_loss: 0.0312432 | Time: 3130.79 ms
[2020-12-19 03:18:50 main:581] : INFO : Epoch 726 | loss: 0.0312422 | val_loss: 0.0312422 | Time: 3126.53 ms
[2020-12-19 03:18:54 main:581] : INFO : Epoch 727 | loss: 0.0312421 | val_loss: 0.0312415 | Time: 3224 ms
[2020-12-19 03:18:57 main:581] : INFO : Epoch 728 | loss: 0.0312411 | val_loss: 0.0312416 | Time: 3229.36 ms
[2020-12-19 03:19:00 main:581] : INFO : Epoch 729 | loss: 0.0312407 | val_loss: 0.0312405 | Time: 3137.99 ms
[2020-12-19 03:19:03 main:581] : INFO : Epoch 730 | loss: 0.0312399 | val_loss: 0.03124 | Time: 3008.31 ms
[2020-12-19 03:19:06 main:581] : INFO : Epoch 731 | loss: 0.0312395 | val_loss: 0.0312393 | Time: 2908.05 ms
[2020-12-19 03:19:09 main:581] : INFO : Epoch 732 | loss: 0.0312386 | val_loss: 0.0312387 | Time: 2883.56 ms
[2020-12-19 03:19:12 main:581] : INFO : Epoch 733 | loss: 0.0312379 | val_loss: 0.0312379 | Time: 2957.31 ms
[2020-12-19 03:19:15 main:581] : INFO : Epoch 734 | loss: 0.0312375 | val_loss: 0.031237 | Time: 3137.62 ms
[2020-12-19 03:19:18 main:581] : INFO : Epoch 735 | loss: 0.0312368 | val_loss: 0.0312365 | Time: 3133.13 ms
[2020-12-19 03:19:21 main:581] : INFO : Epoch 736 | loss: 0.031236 | val_loss: 0.0312351 | Time: 3116.46 ms
[2020-12-19 03:19:24 main:581] : INFO : Epoch 737 | loss: 0.0312348 | val_loss: 0.0312342 | Time: 3008.96 ms
[2020-12-19 03:19:27 main:581] : INFO : Epoch 738 | loss: 0.0312338 | val_loss: 0.0312332 | Time: 3012.07 ms
[2020-12-19 03:19:30 main:581] : INFO : Epoch 739 | loss: 0.0312327 | val_loss: 0.031232 | Time: 3006.62 ms
[2020-12-19 03:19:33 main:581] : INFO : Epoch 740 | loss: 0.0312314 | val_loss: 0.0312305 | Time: 2939.48 ms
[2020-12-19 03:19:36 main:581] : INFO : Epoch 741 | loss: 0.0312303 | val_loss: 0.0312296 | Time: 3122.74 ms
[2020-12-19 03:19:39 main:581] : INFO : Epoch 742 | loss: 0.0312294 | val_loss: 0.0312284 | Time: 3141.14 ms
[2020-12-19 03:19:43 main:581] : INFO : Epoch 743 | loss: 0.0312287 | val_loss: 0.0312278 | Time: 3141.91 ms
[2020-12-19 03:19:46 main:581] : INFO : Epoch 744 | loss: 0.0312278 | val_loss: 0.0312274 | Time: 3141.81 ms
[2020-12-19 03:19:49 main:581] : INFO : Epoch 745 | loss: 0.0312271 | val_loss: 0.0312262 | Time: 3203.34 ms
[2020-12-19 03:19:52 main:581] : INFO : Epoch 746 | loss: 0.0312268 | val_loss: 0.0312255 | Time: 2865.62 ms
[2020-12-19 03:19:55 main:581] : INFO : Epoch 747 | loss: 0.0312262 | val_loss: 0.0312253 | Time: 2934.75 ms
[2020-12-19 03:19:58 main:581] : INFO : Epoch 748 | loss: 0.0312253 | val_loss: 0.0312241 | Time: 3217.84 ms
[2020-12-19 03:20:01 main:581] : INFO : Epoch 749 | loss: 0.0312246 | val_loss: 0.0312236 | Time: 3236.72 ms
[2020-12-19 03:20:04 main:581] : INFO : Epoch 750 | loss: 0.0312244 | val_loss: 0.031224 | Time: 3229.67 ms
[2020-12-19 03:20:07 main:581] : INFO : Epoch 751 | loss: 0.031224 | val_loss: 0.0312239 | Time: 3005.84 ms
[2020-12-19 03:20:10 main:581] : INFO : Epoch 752 | loss: 0.0312235 | val_loss: 0.0312226 | Time: 3009.56 ms
[2020-12-19 03:20:13 main:581] : INFO : Epoch 753 | loss: 0.0312231 | val_loss: 0.0312201 | Time: 3007.25 ms
[2020-12-19 03:20:16 main:581] : INFO : Epoch 754 | loss: 0.0312208 | val_loss: 0.0312199 | Time: 3006.71 ms
[2020-12-19 03:20:19 main:581] : INFO : Epoch 755 | loss: 0.0312208 | val_loss: 0.0312194 | Time: 3009.15 ms
[2020-12-19 03:20:22 main:581] : INFO : Epoch 756 | loss: 0.0312203 | val_loss: 0.0312193 | Time: 3010.69 ms
[2020-12-19 03:20:26 main:581] : INFO : Epoch 757 | loss: 0.0312202 | val_loss: 0.0312186 | Time: 3009.9 ms
[2020-12-19 03:20:29 main:581] : INFO : Epoch 758 | loss: 0.0312193 | val_loss: 0.0312181 | Time: 3005.38 ms
[2020-12-19 03:20:31 main:581] : INFO : Epoch 759 | loss: 0.031219 | val_loss: 0.0312179 | Time: 2978.39 ms
[2020-12-19 03:20:34 main:581] : INFO : Epoch 760 | loss: 0.0312187 | val_loss: 0.0312176 | Time: 3002.5 ms
[2020-12-19 03:20:38 main:581] : INFO : Epoch 761 | loss: 0.0312186 | val_loss: 0.0312173 | Time: 3015.12 ms
[2020-12-19 03:20:41 main:581] : INFO : Epoch 762 | loss: 0.0312185 | val_loss: 0.0312172 | Time: 3138.56 ms
[2020-12-19 03:20:44 main:581] : INFO : Epoch 763 | loss: 0.0312184 | val_loss: 0.0312172 | Time: 3141.2 ms
[2020-12-19 03:20:47 main:581] : INFO : Epoch 764 | loss: 0.0312179 | val_loss: 0.0312169 | Time: 3140.69 ms
[2020-12-19 03:20:50 main:581] : INFO : Epoch 765 | loss: 0.0312187 | val_loss: 0.0312166 | Time: 3141.31 ms
[2020-12-19 03:20:53 main:581] : INFO : Epoch 766 | loss: 0.0312178 | val_loss: 0.0312166 | Time: 3141.51 ms
[2020-12-19 03:20:56 main:581] : INFO : Epoch 767 | loss: 0.0312175 | val_loss: 0.0312165 | Time: 3015.13 ms
[2020-12-19 03:20:59 main:581] : INFO : Epoch 768 | loss: 0.0312175 | val_loss: 0.0312169 | Time: 2993.51 ms
[2020-12-19 03:21:02 main:581] : INFO : Epoch 769 | loss: 0.0312181 | val_loss: 0.0312149 | Time: 3005.41 ms
[2020-12-19 03:21:05 main:581] : INFO : Epoch 770 | loss: 0.0312166 | val_loss: 0.0312149 | Time: 3005.73 ms
[2020-12-19 03:21:08 main:581] : INFO : Epoch 771 | loss: 0.0312163 | val_loss: 0.0312154 | Time: 3005.59 ms
[2020-12-19 03:21:11 main:581] : INFO : Epoch 772 | loss: 0.0312157 | val_loss: 0.031215 | Time: 2997.85 ms
[2020-12-19 03:21:14 main:581] : INFO : Epoch 773 | loss: 0.0312178 | val_loss: 0.0312157 | Time: 3002.79 ms
[2020-12-19 03:21:17 main:581] : INFO : Epoch 774 | loss: 0.0312183 | val_loss: 0.0312149 | Time: 3067.03 ms
[2020-12-19 03:21:21 main:581] : INFO : Epoch 775 | loss: 0.0312161 | val_loss: 0.031214 | Time: 3267.79 ms
[2020-12-19 03:21:24 main:581] : INFO : Epoch 776 | loss: 0.0312157 | val_loss: 0.0312156 | Time: 3271.86 ms
[2020-12-19 03:21:27 main:581] : INFO : Epoch 777 | loss: 0.0312164 | val_loss: 0.0312135 | Time: 3211.2 ms
[2020-12-19 03:21:30 main:581] : INFO : Epoch 778 | loss: 0.031215 | val_loss: 0.0312131 | Time: 2872.49 ms
[2020-12-19 03:21:33 main:581] : INFO : Epoch 779 | loss: 0.0312142 | val_loss: 0.0312128 | Time: 2871.45 ms
[2020-12-19 03:21:36 main:581] : INFO : Epoch 780 | loss: 0.031214 | val_loss: 0.0312129 | Time: 2881.81 ms
[2020-12-19 03:21:39 main:581] : INFO : Epoch 781 | loss: 0.0312135 | val_loss: 0.0312121 | Time: 2865.55 ms
[2020-12-19 03:21:42 main:581] : INFO : Epoch 782 | loss: 0.0312131 | val_loss: 0.0312119 | Time: 2974.25 ms
[2020-12-19 03:21:45 main:581] : INFO : Epoch 783 | loss: 0.0312131 | val_loss: 0.0312125 | Time: 3004.35 ms
[2020-12-19 03:21:48 main:581] : INFO : Epoch 784 | loss: 0.0312145 | val_loss: 0.0312155 | Time: 3001.01 ms
[2020-12-19 03:21:51 main:581] : INFO : Epoch 785 | loss: 0.0312135 | val_loss: 0.0312132 | Time: 3015.78 ms
[2020-12-19 03:21:54 main:581] : INFO : Epoch 786 | loss: 0.0312125 | val_loss: 0.0312133 | Time: 3007.94 ms
[2020-12-19 03:21:57 main:581] : INFO : Epoch 787 | loss: 0.0312124 | val_loss: 0.0312117 | Time: 3010.2 ms
[2020-12-19 03:22:00 main:581] : INFO : Epoch 788 | loss: 0.031213 | val_loss: 0.0312162 | Time: 3008.53 ms
[2020-12-19 03:22:03 main:581] : INFO : Epoch 789 | loss: 0.0312134 | val_loss: 0.0312122 | Time: 3012.99 ms
[2020-12-19 03:22:06 main:581] : INFO : Epoch 790 | loss: 0.0312123 | val_loss: 0.0312115 | Time: 3013.43 ms
[2020-12-19 03:22:09 main:581] : INFO : Epoch 791 | loss: 0.0312118 | val_loss: 0.031212 | Time: 3009.64 ms
[2020-12-19 03:22:12 main:581] : INFO : Epoch 792 | loss: 0.0312118 | val_loss: 0.0312111 | Time: 3014.81 ms
[2020-12-19 03:22:15 main:581] : INFO : Epoch 793 | loss: 0.0312114 | val_loss: 0.0312119 | Time: 3127.67 ms
[2020-12-19 03:22:18 main:581] : INFO : Epoch 794 | loss: 0.0312142 | val_loss: 0.0312134 | Time: 3009.79 ms
[2020-12-19 03:22:21 main:581] : INFO : Epoch 795 | loss: 0.0312149 | val_loss: 0.0312137 | Time: 3010.42 ms
[2020-12-19 03:22:24 main:581] : INFO : Epoch 796 | loss: 0.0312139 | val_loss: 0.0312141 | Time: 3002.16 ms
[2020-12-19 03:22:27 main:581] : INFO : Epoch 797 | loss: 0.0312133 | val_loss: 0.0312143 | Time: 3000.23 ms
[2020-12-19 03:22:30 main:581] : INFO : Epoch 798 | loss: 0.0312143 | val_loss: 0.0312135 | Time: 2999.64 ms
[2020-12-19 03:22:33 main:581] : INFO : Epoch 799 | loss: 0.0312137 | val_loss: 0.031213 | Time: 3001.46 ms
[2020-12-19 03:22:36 main:581] : INFO : Epoch 800 | loss: 0.0312124 | val_loss: 0.0312129 | Time: 2932.53 ms
[2020-12-19 03:22:39 main:581] : INFO : Epoch 801 | loss: 0.0312122 | val_loss: 0.0312125 | Time: 3127.42 ms
[2020-12-19 03:22:42 main:581] : INFO : Epoch 802 | loss: 0.0312124 | val_loss: 0.0312127 | Time: 3231.06 ms
[2020-12-19 03:22:45 main:581] : INFO : Epoch 803 | loss: 0.0312141 | val_loss: 0.0312227 | Time: 3140.41 ms
[2020-12-19 03:22:48 main:581] : INFO : Epoch 804 | loss: 0.0312154 | val_loss: 0.0312134 | Time: 2850.93 ms
[2020-12-19 03:22:51 main:581] : INFO : Epoch 805 | loss: 0.0312114 | val_loss: 0.0312137 | Time: 3063.89 ms
[2020-12-19 03:22:54 main:581] : INFO : Epoch 806 | loss: 0.0312118 | val_loss: 0.0312116 | Time: 3216.79 ms
[2020-12-19 03:22:58 main:581] : INFO : Epoch 807 | loss: 0.0312123 | val_loss: 0.0312111 | Time: 3213.02 ms
[2020-12-19 03:23:01 main:581] : INFO : Epoch 808 | loss: 0.0312127 | val_loss: 0.0312126 | Time: 3245.86 ms
[2020-12-19 03:23:04 main:581] : INFO : Epoch 809 | loss: 0.0312141 | val_loss: 0.0312126 | Time: 3263.56 ms
[2020-12-19 03:23:07 main:581] : INFO : Epoch 810 | loss: 0.031213 | val_loss: 0.0312112 | Time: 3269.03 ms
[2020-12-19 03:23:11 main:581] : INFO : Epoch 811 | loss: 0.0312119 | val_loss: 0.0312109 | Time: 3270.89 ms
[2020-12-19 03:23:14 main:581] : INFO : Epoch 812 | loss: 0.031212 | val_loss: 0.0312113 | Time: 3271.36 ms
[2020-12-19 03:23:17 main:581] : INFO : Epoch 813 | loss: 0.0312124 | val_loss: 0.0312137 | Time: 3258.03 ms
[2020-12-19 03:23:20 main:581] : INFO : Epoch 814 | loss: 0.0312124 | val_loss: 0.0312109 | Time: 3230.46 ms
[2020-12-19 03:23:24 main:581] : INFO : Epoch 815 | loss: 0.0312186 | val_loss: 0.0312122 | Time: 3212.61 ms
[2020-12-19 03:23:27 main:581] : INFO : Epoch 816 | loss: 0.0312161 | val_loss: 0.0312134 | Time: 3034.68 ms
[2020-12-19 03:23:29 main:581] : INFO : Epoch 817 | loss: 0.0312148 | val_loss: 0.0312122 | Time: 2846.07 ms
[2020-12-19 03:23:32 main:581] : INFO : Epoch 818 | loss: 0.0312126 | val_loss: 0.0312106 | Time: 2848.99 ms
[2020-12-19 03:23:35 main:581] : INFO : Epoch 819 | loss: 0.0312108 | val_loss: 0.0312108 | Time: 2849.58 ms
[2020-12-19 03:23:38 main:581] : INFO : Epoch 820 | loss: 0.031212 | val_loss: 0.0312122 | Time: 2841.9 ms
[2020-12-19 03:23:41 main:581] : INFO : Epoch 821 | loss: 0.0312122 | val_loss: 0.031211 | Time: 2846.33 ms
[2020-12-19 03:23:44 main:581] : INFO : Epoch 822 | loss: 0.0312118 | val_loss: 0.0312119 | Time: 2853.1 ms
[2020-12-19 03:23:47 main:581] : INFO : Epoch 823 | loss: 0.0312119 | val_loss: 0.0312107 | Time: 2844.29 ms
[2020-12-19 03:23:49 main:581] : INFO : Epoch 824 | loss: 0.0312107 | val_loss: 0.0312102 | Time: 2856.58 ms
[2020-12-19 03:23:52 main:581] : INFO : Epoch 825 | loss: 0.0312115 | val_loss: 0.0312122 | Time: 2848.28 ms
[2020-12-19 03:23:55 main:581] : INFO : Epoch 826 | loss: 0.0312104 | val_loss: 0.0312121 | Time: 2854.94 ms
[2020-12-19 03:23:58 main:581] : INFO : Epoch 827 | loss: 0.0312116 | val_loss: 0.0312105 | Time: 2844.01 ms
[2020-12-19 03:24:01 main:581] : INFO : Epoch 828 | loss: 0.0312179 | val_loss: 0.0312126 | Time: 3157.95 ms
[2020-12-19 03:24:04 main:581] : INFO : Epoch 829 | loss: 0.031221 | val_loss: 0.0312204 | Time: 3228.78 ms
[2020-12-19 03:24:08 main:581] : INFO : Epoch 830 | loss: 0.031212 | val_loss: 0.0312103 | Time: 3227.8 ms
[2020-12-19 03:24:11 main:581] : INFO : Epoch 831 | loss: 0.0312118 | val_loss: 0.0312176 | Time: 3228.24 ms
[2020-12-19 03:24:14 main:581] : INFO : Epoch 832 | loss: 0.0312147 | val_loss: 0.0312155 | Time: 3227.73 ms
[2020-12-19 03:24:17 main:581] : INFO : Epoch 833 | loss: 0.0312136 | val_loss: 0.0312098 | Time: 3233.1 ms
[2020-12-19 03:24:21 main:581] : INFO : Epoch 834 | loss: 0.031212 | val_loss: 0.0312157 | Time: 3230.1 ms
[2020-12-19 03:24:24 main:581] : INFO : Epoch 835 | loss: 0.0312121 | val_loss: 0.0312096 | Time: 3234.64 ms
[2020-12-19 03:24:27 main:581] : INFO : Epoch 836 | loss: 0.0312101 | val_loss: 0.0312096 | Time: 3230.41 ms
[2020-12-19 03:24:30 main:581] : INFO : Epoch 837 | loss: 0.0312097 | val_loss: 0.0312089 | Time: 3214.9 ms
[2020-12-19 03:24:33 main:581] : INFO : Epoch 838 | loss: 0.0312095 | val_loss: 0.0312088 | Time: 3215.67 ms
[2020-12-19 03:24:36 main:581] : INFO : Epoch 839 | loss: 0.0312098 | val_loss: 0.0312094 | Time: 3083.09 ms
[2020-12-19 03:24:39 main:581] : INFO : Epoch 840 | loss: 0.0312126 | val_loss: 0.0312208 | Time: 3004.35 ms
[2020-12-19 03:24:42 main:581] : INFO : Epoch 841 | loss: 0.0312191 | val_loss: 0.0312122 | Time: 3003.66 ms
[2020-12-19 03:24:45 main:581] : INFO : Epoch 842 | loss: 0.0312162 | val_loss: 0.0312096 | Time: 2997.21 ms
[2020-12-19 03:24:48 main:581] : INFO : Epoch 843 | loss: 0.0312107 | val_loss: 0.0312112 | Time: 2999.1 ms
[2020-12-19 03:24:51 main:581] : INFO : Epoch 844 | loss: 0.0312127 | val_loss: 0.0312125 | Time: 3002.55 ms
[2020-12-19 03:24:54 main:581] : INFO : Epoch 845 | loss: 0.0312123 | val_loss: 0.0312155 | Time: 3000.52 ms
[2020-12-19 03:24:58 main:581] : INFO : Epoch 846 | loss: 0.0312113 | val_loss: 0.0312093 | Time: 3004.24 ms
[2020-12-19 03:25:01 main:581] : INFO : Epoch 847 | loss: 0.0312108 | val_loss: 0.0312125 | Time: 3001.57 ms
[2020-12-19 03:25:04 main:581] : INFO : Epoch 848 | loss: 0.0312147 | val_loss: 0.0312163 | Time: 3006.38 ms
[2020-12-19 03:25:07 main:581] : INFO : Epoch 849 | loss: 0.0312134 | val_loss: 0.0312099 | Time: 3003.05 ms
[2020-12-19 03:25:10 main:581] : INFO : Epoch 850 | loss: 0.0312121 | val_loss: 0.0312094 | Time: 3002.86 ms
[2020-12-19 03:25:13 main:581] : INFO : Epoch 851 | loss: 0.0312149 | val_loss: 0.0312188 | Time: 3003.46 ms
[2020-12-19 03:25:16 main:581] : INFO : Epoch 852 | loss: 0.0312171 | val_loss: 0.0312133 | Time: 3148.87 ms
[2020-12-19 03:25:19 main:581] : INFO : Epoch 853 | loss: 0.0312123 | val_loss: 0.0312172 | Time: 3269.03 ms
[2020-12-19 03:25:22 main:581] : INFO : Epoch 854 | loss: 0.0312145 | val_loss: 0.0312136 | Time: 3264.8 ms
[2020-12-19 03:25:25 main:581] : INFO : Epoch 855 | loss: 0.0312131 | val_loss: 0.03121 | Time: 3238.44 ms
[2020-12-19 03:25:28 main:581] : INFO : Epoch 856 | loss: 0.0312119 | val_loss: 0.0312105 | Time: 2839.92 ms
[2020-12-19 03:25:31 main:581] : INFO : Epoch 857 | loss: 0.0312103 | val_loss: 0.0312092 | Time: 2829.12 ms
[2020-12-19 03:25:34 main:581] : INFO : Epoch 858 | loss: 0.0312101 | val_loss: 0.031209 | Time: 2842.53 ms
[2020-12-19 03:25:37 main:581] : INFO : Epoch 859 | loss: 0.031211 | val_loss: 0.0312253 | Time: 2829.26 ms
[2020-12-19 03:25:40 main:581] : INFO : Epoch 860 | loss: 0.0312145 | val_loss: 0.0312085 | Time: 2829.29 ms
[2020-12-19 03:25:43 main:581] : INFO : Epoch 861 | loss: 0.0312114 | val_loss: 0.0312167 | Time: 2958.21 ms
[2020-12-19 03:25:46 main:581] : INFO : Epoch 862 | loss: 0.031214 | val_loss: 0.0312119 | Time: 3204.88 ms
[2020-12-19 03:25:49 main:581] : INFO : Epoch 863 | loss: 0.0312124 | val_loss: 0.0312156 | Time: 3111.08 ms
[2020-12-19 03:25:52 main:581] : INFO : Epoch 864 | loss: 0.0312137 | val_loss: 0.0312106 | Time: 2986.44 ms
[2020-12-19 03:25:55 main:581] : INFO : Epoch 865 | loss: 0.0312147 | val_loss: 0.0312135 | Time: 3003.43 ms
[2020-12-19 03:25:58 main:581] : INFO : Epoch 866 | loss: 0.0312135 | val_loss: 0.0312107 | Time: 3008.98 ms
[2020-12-19 03:26:01 main:581] : INFO : Epoch 867 | loss: 0.0312123 | val_loss: 0.03122 | Time: 3007.89 ms
[2020-12-19 03:26:04 main:581] : INFO : Epoch 868 | loss: 0.0312163 | val_loss: 0.0312107 | Time: 3008.52 ms
[2020-12-19 03:26:07 main:581] : INFO : Epoch 869 | loss: 0.0312112 | val_loss: 0.0312146 | Time: 3009.7 ms
[2020-12-19 03:26:10 main:581] : INFO : Epoch 870 | loss: 0.0312172 | val_loss: 0.0312194 | Time: 3000.29 ms
[2020-12-19 03:26:13 main:581] : INFO : Epoch 871 | loss: 0.0312166 | val_loss: 0.0312099 | Time: 3137.61 ms
[2020-12-19 03:26:16 main:581] : INFO : Epoch 872 | loss: 0.031213 | val_loss: 0.0312136 | Time: 3276.61 ms
[2020-12-19 03:26:20 main:581] : INFO : Epoch 873 | loss: 0.0312117 | val_loss: 0.0312088 | Time: 3277.77 ms
[2020-12-19 03:26:23 main:581] : INFO : Epoch 874 | loss: 0.0312114 | val_loss: 0.0312096 | Time: 3273.93 ms
[2020-12-19 03:26:26 main:581] : INFO : Epoch 875 | loss: 0.0312159 | val_loss: 0.0312184 | Time: 3076.78 ms
[2020-12-19 03:26:29 main:581] : INFO : Epoch 876 | loss: 0.0312218 | val_loss: 0.0312239 | Time: 3015.17 ms
[2020-12-19 03:26:32 main:581] : INFO : Epoch 877 | loss: 0.0312192 | val_loss: 0.0312217 | Time: 3052.97 ms
[2020-12-19 03:26:35 main:581] : INFO : Epoch 878 | loss: 0.0312215 | val_loss: 0.0312189 | Time: 3276.02 ms
[2020-12-19 03:26:39 main:581] : INFO : Epoch 879 | loss: 0.031215 | val_loss: 0.0312148 | Time: 3273.33 ms
[2020-12-19 03:26:42 main:581] : INFO : Epoch 880 | loss: 0.0312137 | val_loss: 0.0312144 | Time: 3278.35 ms
[2020-12-19 03:26:45 main:581] : INFO : Epoch 881 | loss: 0.0312126 | val_loss: 0.031214 | Time: 3276.59 ms
[2020-12-19 03:26:48 main:581] : INFO : Epoch 882 | loss: 0.031212 | val_loss: 0.0312128 | Time: 3278.63 ms
[2020-12-19 03:26:52 main:581] : INFO : Epoch 883 | loss: 0.0312114 | val_loss: 0.0312148 | Time: 3276.54 ms
[2020-12-19 03:26:55 main:581] : INFO : Epoch 884 | loss: 0.031212 | val_loss: 0.0312129 | Time: 3276.52 ms
[2020-12-19 03:26:58 main:581] : INFO : Epoch 885 | loss: 0.0312128 | val_loss: 0.0312142 | Time: 3069.58 ms
[2020-12-19 03:27:01 main:581] : INFO : Epoch 886 | loss: 0.0312112 | val_loss: 0.0312125 | Time: 3006.63 ms
[2020-12-19 03:27:04 main:581] : INFO : Epoch 887 | loss: 0.0312152 | val_loss: 0.0312252 | Time: 3008.53 ms
[2020-12-19 03:27:07 main:581] : INFO : Epoch 888 | loss: 0.0312137 | val_loss: 0.0312143 | Time: 3007.04 ms
[2020-12-19 03:27:10 main:581] : INFO : Epoch 889 | loss: 0.0312108 | val_loss: 0.0312121 | Time: 3013.01 ms
[2020-12-19 03:27:13 main:581] : INFO : Epoch 890 | loss: 0.0312121 | val_loss: 0.0312175 | Time: 3012.93 ms
[2020-12-19 03:27:16 main:581] : INFO : Epoch 891 | loss: 0.0312122 | val_loss: 0.0312122 | Time: 3009.84 ms
[2020-12-19 03:27:19 main:581] : INFO : Epoch 892 | loss: 0.0312105 | val_loss: 0.0312115 | Time: 3137.43 ms
[2020-12-19 03:27:22 main:581] : INFO : Epoch 893 | loss: 0.0312104 | val_loss: 0.0312121 | Time: 3202.82 ms
[2020-12-19 03:27:26 main:581] : INFO : Epoch 894 | loss: 0.0312121 | val_loss: 0.0312178 | Time: 3199.94 ms
[2020-12-19 03:27:29 main:581] : INFO : Epoch 895 | loss: 0.0312157 | val_loss: 0.0312183 | Time: 3202.75 ms
[2020-12-19 03:27:32 main:581] : INFO : Epoch 896 | loss: 0.031211 | val_loss: 0.0312148 | Time: 3189.62 ms
[2020-12-19 03:27:35 main:581] : INFO : Epoch 897 | loss: 0.0312113 | val_loss: 0.0312166 | Time: 3200.22 ms
[2020-12-19 03:27:38 main:581] : INFO : Epoch 898 | loss: 0.0312126 | val_loss: 0.0312117 | Time: 3211.88 ms
[2020-12-19 03:27:42 main:581] : INFO : Epoch 899 | loss: 0.0312099 | val_loss: 0.031212 | Time: 3208.01 ms
[2020-12-19 03:27:45 main:581] : INFO : Epoch 900 | loss: 0.0312098 | val_loss: 0.0312134 | Time: 3210.68 ms
[2020-12-19 03:27:48 main:581] : INFO : Epoch 901 | loss: 0.0312122 | val_loss: 0.0312111 | Time: 3210.59 ms
[2020-12-19 03:27:51 main:581] : INFO : Epoch 902 | loss: 0.0312107 | val_loss: 0.0312116 | Time: 3204.04 ms
[2020-12-19 03:27:54 main:581] : INFO : Epoch 903 | loss: 0.0312101 | val_loss: 0.0312113 | Time: 3203.29 ms
[2020-12-19 03:27:58 main:581] : INFO : Epoch 904 | loss: 0.0312103 | val_loss: 0.0312121 | Time: 3210.38 ms
[2020-12-19 03:28:01 main:581] : INFO : Epoch 905 | loss: 0.0312115 | val_loss: 0.0312162 | Time: 3038.72 ms
[2020-12-19 03:28:04 main:581] : INFO : Epoch 906 | loss: 0.0312103 | val_loss: 0.0312133 | Time: 3017.5 ms
[2020-12-19 03:28:07 main:581] : INFO : Epoch 907 | loss: 0.0312094 | val_loss: 0.0312114 | Time: 3014.61 ms
[2020-12-19 03:28:10 main:581] : INFO : Epoch 908 | loss: 0.0312103 | val_loss: 0.0312228 | Time: 3009.54 ms
[2020-12-19 03:28:13 main:581] : INFO : Epoch 909 | loss: 0.0312141 | val_loss: 0.0312106 | Time: 3014.48 ms
[2020-12-19 03:28:16 main:581] : INFO : Epoch 910 | loss: 0.0312093 | val_loss: 0.0312135 | Time: 3016.17 ms
[2020-12-19 03:28:19 main:581] : INFO : Epoch 911 | loss: 0.03121 | val_loss: 0.0312146 | Time: 3011.37 ms
[2020-12-19 03:28:22 main:581] : INFO : Epoch 912 | loss: 0.0312104 | val_loss: 0.0312119 | Time: 2963.58 ms
[2020-12-19 03:28:25 main:581] : INFO : Epoch 913 | loss: 0.0312092 | val_loss: 0.0312119 | Time: 2855.73 ms
[2020-12-19 03:28:28 main:581] : INFO : Epoch 914 | loss: 0.0312122 | val_loss: 0.0312228 | Time: 2869.09 ms
[2020-12-19 03:28:30 main:581] : INFO : Epoch 915 | loss: 0.0312134 | val_loss: 0.0312144 | Time: 2864.03 ms
[2020-12-19 03:28:33 main:581] : INFO : Epoch 916 | loss: 0.0312227 | val_loss: 0.031215 | Time: 2868.62 ms
[2020-12-19 03:28:36 main:581] : INFO : Epoch 917 | loss: 0.0312186 | val_loss: 0.0312209 | Time: 2859.05 ms
[2020-12-19 03:28:39 main:581] : INFO : Epoch 918 | loss: 0.0312125 | val_loss: 0.0312117 | Time: 2856.81 ms
[2020-12-19 03:28:42 main:581] : INFO : Epoch 919 | loss: 0.0312106 | val_loss: 0.0312115 | Time: 2853.59 ms
[2020-12-19 03:28:45 main:581] : INFO : Epoch 920 | loss: 0.0312103 | val_loss: 0.031211 | Time: 2848.21 ms
[2020-12-19 03:28:48 main:581] : INFO : Epoch 921 | loss: 0.0312101 | val_loss: 0.0312113 | Time: 2851.12 ms
[2020-12-19 03:28:50 main:581] : INFO : Epoch 922 | loss: 0.0312099 | val_loss: 0.0312108 | Time: 2897.47 ms
[2020-12-19 03:28:53 main:581] : INFO : Epoch 923 | loss: 0.0312095 | val_loss: 0.0312169 | Time: 2912.31 ms
[2020-12-19 03:28:56 main:581] : INFO : Epoch 924 | loss: 0.0312137 | val_loss: 0.031212 | Time: 2852.79 ms
[2020-12-19 03:28:59 main:581] : INFO : Epoch 925 | loss: 0.0312104 | val_loss: 0.0312109 | Time: 2882.86 ms
[2020-12-19 03:29:02 main:581] : INFO : Epoch 926 | loss: 0.0312187 | val_loss: 0.0312305 | Time: 2908.06 ms
[2020-12-19 03:29:05 main:581] : INFO : Epoch 927 | loss: 0.0312244 | val_loss: 0.0312432 | Time: 2850.63 ms
[2020-12-19 03:29:08 main:581] : INFO : Epoch 928 | loss: 0.03122 | val_loss: 0.0312156 | Time: 2845.11 ms
[2020-12-19 03:29:11 main:581] : INFO : Epoch 929 | loss: 0.0312119 | val_loss: 0.0312113 | Time: 2850.94 ms
[2020-12-19 03:29:13 main:581] : INFO : Epoch 930 | loss: 0.0312122 | val_loss: 0.0312117 | Time: 2861.56 ms
[2020-12-19 03:29:16 main:581] : INFO : Epoch 931 | loss: 0.0312126 | val_loss: 0.0312103 | Time: 2845.87 ms
[2020-12-19 03:29:19 main:581] : INFO : Epoch 932 | loss: 0.031209 | val_loss: 0.0312101 | Time: 2850.31 ms
[2020-12-19 03:29:22 main:581] : INFO : Epoch 933 | loss: 0.0312096 | val_loss: 0.0312103 | Time: 2890.56 ms
[2020-12-19 03:29:25 main:581] : INFO : Epoch 934 | loss: 0.0312098 | val_loss: 0.0312098 | Time: 2877.9 ms
[2020-12-19 03:29:28 main:581] : INFO : Epoch 935 | loss: 0.0312086 | val_loss: 0.0312131 | Time: 2878.74 ms
[2020-12-19 03:29:31 main:581] : INFO : Epoch 936 | loss: 0.0312092 | val_loss: 0.0312142 | Time: 2871.8 ms
[2020-12-19 03:29:34 main:581] : INFO : Epoch 937 | loss: 0.0312095 | val_loss: 0.0312101 | Time: 2964.59 ms
[2020-12-19 03:29:37 main:581] : INFO : Epoch 938 | loss: 0.0312094 | val_loss: 0.0312099 | Time: 3010.96 ms
[2020-12-19 03:29:40 main:581] : INFO : Epoch 939 | loss: 0.0312129 | val_loss: 0.0312094 | Time: 3010.63 ms
[2020-12-19 03:29:43 main:581] : INFO : Epoch 940 | loss: 0.0312117 | val_loss: 0.0312146 | Time: 3009.54 ms
[2020-12-19 03:29:46 main:581] : INFO : Epoch 941 | loss: 0.0312128 | val_loss: 0.031211 | Time: 3007.59 ms
[2020-12-19 03:29:49 main:581] : INFO : Epoch 942 | loss: 0.0312103 | val_loss: 0.0312147 | Time: 3007.34 ms
[2020-12-19 03:29:52 main:581] : INFO : Epoch 943 | loss: 0.0312117 | val_loss: 0.0312087 | Time: 3009.2 ms
[2020-12-19 03:29:55 main:581] : INFO : Epoch 944 | loss: 0.0312112 | val_loss: 0.0312169 | Time: 3014.26 ms
[2020-12-19 03:29:58 main:581] : INFO : Epoch 945 | loss: 0.0312117 | val_loss: 0.0312153 | Time: 3010.26 ms
[2020-12-19 03:30:01 main:581] : INFO : Epoch 946 | loss: 0.03121 | val_loss: 0.0312087 | Time: 3007.7 ms
[2020-12-19 03:30:04 main:581] : INFO : Epoch 947 | loss: 0.0312116 | val_loss: 0.0312111 | Time: 3006.17 ms
[2020-12-19 03:30:07 main:581] : INFO : Epoch 948 | loss: 0.0312105 | val_loss: 0.0312108 | Time: 3118.67 ms
[2020-12-19 03:30:10 main:581] : INFO : Epoch 949 | loss: 0.0312118 | val_loss: 0.0312179 | Time: 3211.63 ms
[2020-12-19 03:30:13 main:581] : INFO : Epoch 950 | loss: 0.0312133 | val_loss: 0.031209 | Time: 3216.19 ms
[2020-12-19 03:30:16 main:581] : INFO : Epoch 951 | loss: 0.0312078 | val_loss: 0.0312085 | Time: 3225.52 ms
[2020-12-19 03:30:20 main:581] : INFO : Epoch 952 | loss: 0.0312101 | val_loss: 0.031211 | Time: 3233.15 ms
[2020-12-19 03:30:23 main:581] : INFO : Epoch 953 | loss: 0.0312141 | val_loss: 0.031209 | Time: 3248.14 ms
[2020-12-19 03:30:26 main:581] : INFO : Epoch 954 | loss: 0.0312078 | val_loss: 0.031209 | Time: 3290.66 ms
[2020-12-19 03:30:30 main:581] : INFO : Epoch 955 | loss: 0.0312071 | val_loss: 0.0312085 | Time: 3286.47 ms
[2020-12-19 03:30:33 main:581] : INFO : Epoch 956 | loss: 0.0312084 | val_loss: 0.0312088 | Time: 3214.64 ms
[2020-12-19 03:30:36 main:581] : INFO : Epoch 957 | loss: 0.0312084 | val_loss: 0.0312143 | Time: 3211.71 ms
[2020-12-19 03:30:39 main:581] : INFO : Epoch 958 | loss: 0.0312088 | val_loss: 0.0312078 | Time: 3214.74 ms
[2020-12-19 03:30:42 main:581] : INFO : Epoch 959 | loss: 0.0312097 | val_loss: 0.0312148 | Time: 3218.71 ms
[2020-12-19 03:30:46 main:581] : INFO : Epoch 960 | loss: 0.031211 | val_loss: 0.0312081 | Time: 3209.92 ms
[2020-12-19 03:30:49 main:581] : INFO : Epoch 961 | loss: 0.0312078 | val_loss: 0.0312127 | Time: 3103.22 ms
[2020-12-19 03:30:52 main:581] : INFO : Epoch 962 | loss: 0.0312087 | val_loss: 0.0312099 | Time: 3010.38 ms
[2020-12-19 03:30:55 main:581] : INFO : Epoch 963 | loss: 0.0312117 | val_loss: 0.0312146 | Time: 3204.77 ms
[2020-12-19 03:30:58 main:581] : INFO : Epoch 964 | loss: 0.0312114 | val_loss: 0.0312102 | Time: 3201.54 ms
[2020-12-19 03:31:01 main:581] : INFO : Epoch 965 | loss: 0.0312073 | val_loss: 0.031209 | Time: 3199.49 ms
[2020-12-19 03:31:04 main:581] : INFO : Epoch 966 | loss: 0.0312081 | val_loss: 0.03121 | Time: 3198.35 ms
[2020-12-19 03:31:08 main:581] : INFO : Epoch 967 | loss: 0.0312077 | val_loss: 0.0312085 | Time: 3204.54 ms
[2020-12-19 03:31:11 main:581] : INFO : Epoch 968 | loss: 0.0312083 | val_loss: 0.0312085 | Time: 3202.48 ms
[2020-12-19 03:31:14 main:581] : INFO : Epoch 969 | loss: 0.0312071 | val_loss: 0.0312087 | Time: 3198.35 ms
[2020-12-19 03:31:17 main:581] : INFO : Epoch 970 | loss: 0.0312074 | val_loss: 0.0312088 | Time: 3204.69 ms
[2020-12-19 03:31:21 main:581] : INFO : Epoch 971 | loss: 0.0312089 | val_loss: 0.0312122 | Time: 3211.04 ms
[2020-12-19 03:31:24 main:581] : INFO : Epoch 972 | loss: 0.0312073 | val_loss: 0.0312109 | Time: 3219.78 ms
[2020-12-19 03:31:27 main:581] : INFO : Epoch 973 | loss: 0.0312122 | val_loss: 0.0312134 | Time: 3229.45 ms
[2020-12-19 03:31:30 main:581] : INFO : Epoch 974 | loss: 0.0312127 | val_loss: 0.0312202 | Time: 3226.6 ms
[2020-12-19 03:31:33 main:581] : INFO : Epoch 975 | loss: 0.0312106 | val_loss: 0.0312098 | Time: 3224.16 ms
[2020-12-19 03:31:37 main:581] : INFO : Epoch 976 | loss: 0.0312093 | val_loss: 0.0312182 | Time: 3256.33 ms
[2020-12-19 03:31:40 main:581] : INFO : Epoch 977 | loss: 0.0312099 | val_loss: 0.0312096 | Time: 3275.17 ms
[2020-12-19 03:31:43 main:581] : INFO : Epoch 978 | loss: 0.0312075 | val_loss: 0.0312151 | Time: 3280.09 ms
[2020-12-19 03:31:47 main:581] : INFO : Epoch 979 | loss: 0.03121 | val_loss: 0.0312125 | Time: 3288.72 ms
[2020-12-19 03:31:49 main:581] : INFO : Epoch 980 | loss: 0.0312074 | val_loss: 0.0312086 | Time: 2895.38 ms
[2020-12-19 03:31:52 main:581] : INFO : Epoch 981 | loss: 0.0312068 | val_loss: 0.0312111 | Time: 2869 ms
[2020-12-19 03:31:55 main:581] : INFO : Epoch 982 | loss: 0.0312068 | val_loss: 0.0312104 | Time: 2875.09 ms
[2020-12-19 03:31:58 main:581] : INFO : Epoch 983 | loss: 0.0312091 | val_loss: 0.0312115 | Time: 2883.79 ms
[2020-12-19 03:32:01 main:581] : INFO : Epoch 984 | loss: 0.0312138 | val_loss: 0.0312119 | Time: 2870.45 ms
[2020-12-19 03:32:04 main:581] : INFO : Epoch 985 | loss: 0.0312141 | val_loss: 0.0312175 | Time: 2872.81 ms
[2020-12-19 03:32:07 main:581] : INFO : Epoch 986 | loss: 0.0312125 | val_loss: 0.0312106 | Time: 2855.48 ms
[2020-12-19 03:32:10 main:581] : INFO : Epoch 987 | loss: 0.0312113 | val_loss: 0.0312131 | Time: 2864.19 ms
[2020-12-19 03:32:12 main:581] : INFO : Epoch 988 | loss: 0.03121 | val_loss: 0.0312095 | Time: 2848.35 ms
[2020-12-19 03:32:15 main:581] : INFO : Epoch 989 | loss: 0.0312117 | val_loss: 0.0312091 | Time: 2846.54 ms
[2020-12-19 03:32:18 main:581] : INFO : Epoch 990 | loss: 0.0312128 | val_loss: 0.031209 | Time: 2838.08 ms
[2020-12-19 03:32:21 main:581] : INFO : Epoch 991 | loss: 0.0312115 | val_loss: 0.0312116 | Time: 2839.44 ms
[2020-12-19 03:32:24 main:581] : INFO : Epoch 992 | loss: 0.0312127 | val_loss: 0.0312093 | Time: 2848.1 ms
[2020-12-19 03:32:27 main:581] : INFO : Epoch 993 | loss: 0.0312107 | val_loss: 0.0312094 | Time: 2849.66 ms
[2020-12-19 03:32:29 main:581] : INFO : Epoch 994 | loss: 0.031212 | val_loss: 0.0312103 | Time: 2857.14 ms
[2020-12-19 03:32:32 main:581] : INFO : Epoch 995 | loss: 0.0312094 | val_loss: 0.0312094 | Time: 2847.9 ms
[2020-12-19 03:32:35 main:581] : INFO : Epoch 996 | loss: 0.0312095 | val_loss: 0.0312094 | Time: 2842.47 ms
[2020-12-19 03:32:38 main:581] : INFO : Epoch 997 | loss: 0.0312091 | val_loss: 0.0312097 | Time: 3070.21 ms
[2020-12-19 03:32:41 main:581] : INFO : Epoch 998 | loss: 0.0312128 | val_loss: 0.0312185 | Time: 3227.88 ms
[2020-12-19 03:32:45 main:581] : INFO : Epoch 999 | loss: 0.0312132 | val_loss: 0.0312363 | Time: 3229.86 ms
[2020-12-19 03:32:48 main:581] : INFO : Epoch 1000 | loss: 0.031222 | val_loss: 0.031217 | Time: 3229.95 ms
[2020-12-19 03:32:51 main:581] : INFO : Epoch 1001 | loss: 0.0312127 | val_loss: 0.0312123 | Time: 3085.21 ms
[2020-12-19 03:32:54 main:581] : INFO : Epoch 1002 | loss: 0.0312132 | val_loss: 0.0312165 | Time: 3042.85 ms
[2020-12-19 03:32:57 main:581] : INFO : Epoch 1003 | loss: 0.031211 | val_loss: 0.0312092 | Time: 3227.14 ms
[2020-12-19 03:33:00 main:581] : INFO : Epoch 1004 | loss: 0.0312099 | val_loss: 0.0312112 | Time: 3177.62 ms
[2020-12-19 03:33:03 main:581] : INFO : Epoch 1005 | loss: 0.031208 | val_loss: 0.0312082 | Time: 3010.18 ms
[2020-12-19 03:33:06 main:581] : INFO : Epoch 1006 | loss: 0.0312093 | val_loss: 0.0312235 | Time: 3014.76 ms
[2020-12-19 03:33:09 main:581] : INFO : Epoch 1007 | loss: 0.0312153 | val_loss: 0.0312087 | Time: 3013.71 ms
[2020-12-19 03:33:12 main:581] : INFO : Epoch 1008 | loss: 0.0312121 | val_loss: 0.0312096 | Time: 3010.97 ms
[2020-12-19 03:33:16 main:581] : INFO : Epoch 1009 | loss: 0.0312096 | val_loss: 0.0312195 | Time: 3012.53 ms
[2020-12-19 03:33:19 main:581] : INFO : Epoch 1010 | loss: 0.0312137 | val_loss: 0.031214 | Time: 3011.61 ms
[2020-12-19 03:33:22 main:581] : INFO : Epoch 1011 | loss: 0.0312095 | val_loss: 0.0312076 | Time: 3011.25 ms
[2020-12-19 03:33:25 main:581] : INFO : Epoch 1012 | loss: 0.0312086 | val_loss: 0.0312119 | Time: 3016.66 ms
[2020-12-19 03:33:28 main:581] : INFO : Epoch 1013 | loss: 0.0312069 | val_loss: 0.0312079 | Time: 3017.74 ms
[2020-12-19 03:33:31 main:581] : INFO : Epoch 1014 | loss: 0.0312117 | val_loss: 0.0312132 | Time: 3011.24 ms
[2020-12-19 03:33:34 main:581] : INFO : Epoch 1015 | loss: 0.0312123 | val_loss: 0.0312088 | Time: 3016.47 ms
[2020-12-19 03:33:37 main:581] : INFO : Epoch 1016 | loss: 0.0312123 | val_loss: 0.0312154 | Time: 3014.55 ms
[2020-12-19 03:33:40 main:581] : INFO : Epoch 1017 | loss: 0.0312156 | val_loss: 0.0312142 | Time: 3013.25 ms
[2020-12-19 03:33:43 main:581] : INFO : Epoch 1018 | loss: 0.0312139 | val_loss: 0.031213 | Time: 3016.33 ms
[2020-12-19 03:33:46 main:581] : INFO : Epoch 1019 | loss: 0.031213 | val_loss: 0.0312126 | Time: 3012.91 ms
[2020-12-19 03:33:49 main:581] : INFO : Epoch 1020 | loss: 0.0312122 | val_loss: 0.0312121 | Time: 3069.11 ms
[2020-12-19 03:33:52 main:581] : INFO : Epoch 1021 | loss: 0.0312105 | val_loss: 0.0312118 | Time: 3202.04 ms
[2020-12-19 03:33:55 main:581] : INFO : Epoch 1022 | loss: 0.0312105 | val_loss: 0.0312142 | Time: 3205.47 ms
[2020-12-19 03:33:58 main:581] : INFO : Epoch 1023 | loss: 0.0312118 | val_loss: 0.0312125 | Time: 3200.11 ms
[2020-12-19 03:34:01 main:581] : INFO : Epoch 1024 | loss: 0.031214 | val_loss: 0.0312135 | Time: 3031.2 ms
[2020-12-19 03:34:01 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312135
[2020-12-19 03:34:01 main:610] : INFO : Saving end state to config to file
[2020-12-19 03:34:01 main:615] : INFO : Success, exiting..
03:34:01 (1497039): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)