Task 3373277
| Name | ParityModified-1605453710-23139-12_0 |
| Workunit | 1629685 |
| Created | 22 Dec 2020, 17:07:49 UTC |
| Sent | 23 Dec 2020, 8:15:52 UTC |
| Report deadline | 30 Dec 2020, 8:15:52 UTC |
| Received | 23 Dec 2020, 11:29:50 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5035 |
| Run time | 48 min 6 sec |
| CPU time | 48 min 3 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,461.21 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.69 GB |
| Peak swap size | 48.64 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> :581] : INFO : Epoch 510 | loss: 0.0312091 | val_loss: 0.0312064 | Time: 2805.84 ms [2020-12-23 03:02:36 main:581] : INFO : Epoch 511 | loss: 0.0312088 | val_loss: 0.0312065 | Time: 2803.49 ms [2020-12-23 03:02:39 main:581] : INFO : Epoch 512 | loss: 0.031208 | val_loss: 0.0312067 | Time: 2806.94 ms [2020-12-23 03:02:42 main:581] : INFO : Epoch 513 | loss: 0.0312085 | val_loss: 0.0312068 | Time: 2804.49 ms [2020-12-23 03:02:44 main:581] : INFO : Epoch 514 | loss: 0.0312094 | val_loss: 0.0312076 | Time: 2804.56 ms [2020-12-23 03:02:47 main:581] : INFO : Epoch 515 | loss: 0.0312092 | val_loss: 0.031207 | Time: 2808.5 ms [2020-12-23 03:02:50 main:581] : INFO : Epoch 516 | loss: 0.031208 | val_loss: 0.0312057 | Time: 2815.06 ms [2020-12-23 03:02:53 main:581] : INFO : Epoch 517 | loss: 0.0312079 | val_loss: 0.0312082 | Time: 2811.27 ms [2020-12-23 03:02:56 main:581] : INFO : Epoch 518 | loss: 0.0312093 | val_loss: 0.0312061 | Time: 2807.61 ms [2020-12-23 03:02:58 main:581] : INFO : Epoch 519 | loss: 0.0312092 | val_loss: 0.0312083 | Time: 2812.26 ms [2020-12-23 03:03:01 main:581] : INFO : Epoch 520 | loss: 0.0312095 | val_loss: 0.0312061 | Time: 2850.83 ms [2020-12-23 03:03:04 main:581] : INFO : Epoch 521 | loss: 0.0312081 | val_loss: 0.0312068 | Time: 2816.92 ms [2020-12-23 03:03:07 main:581] : INFO : Epoch 522 | loss: 0.0312089 | val_loss: 0.0312052 | Time: 2807.43 ms [2020-12-23 03:03:10 main:581] : INFO : Epoch 523 | loss: 0.0312096 | val_loss: 0.0312079 | Time: 2811.08 ms [2020-12-23 03:03:12 main:581] : INFO : Epoch 524 | loss: 0.03121 | val_loss: 0.0312074 | Time: 2814.6 ms [2020-12-23 03:03:15 main:581] : INFO : Epoch 525 | loss: 0.0312081 | val_loss: 0.0312058 | Time: 2814.59 ms [2020-12-23 03:03:18 main:581] : INFO : Epoch 526 | loss: 0.0312087 | val_loss: 0.031208 | Time: 2811.93 ms [2020-12-23 03:03:21 main:581] : INFO : Epoch 527 | loss: 0.0312082 | val_loss: 0.0312052 | Time: 2814.42 ms [2020-12-23 03:03:24 main:581] : INFO : Epoch 528 | loss: 0.03121 | val_loss: 0.0312085 | Time: 2813.39 ms [2020-12-23 03:03:27 main:581] : INFO : Epoch 529 | loss: 0.0312108 | val_loss: 0.0312081 | Time: 2806.03 ms [2020-12-23 03:03:29 main:581] : INFO : Epoch 530 | loss: 0.0312087 | val_loss: 0.0312049 | Time: 2813.2 ms [2020-12-23 03:03:32 main:581] : INFO : Epoch 531 | loss: 0.0312076 | val_loss: 0.0312046 | Time: 2829.54 ms [2020-12-23 03:03:35 main:581] : INFO : Epoch 532 | loss: 0.0312077 | val_loss: 0.0312065 | Time: 2816.73 ms [2020-12-23 03:03:38 main:581] : INFO : Epoch 533 | loss: 0.0312087 | val_loss: 0.0312051 | Time: 2815.4 ms [2020-12-23 03:03:41 main:581] : INFO : Epoch 534 | loss: 0.0312082 | val_loss: 0.0312062 | Time: 2815.31 ms [2020-12-23 03:03:43 main:581] : INFO : Epoch 535 | loss: 0.0312104 | val_loss: 0.0312075 | Time: 2814.57 ms [2020-12-23 03:03:46 main:581] : INFO : Epoch 536 | loss: 0.0312076 | val_loss: 0.0312046 | Time: 2812.6 ms [2020-12-23 03:03:49 main:581] : INFO : Epoch 537 | loss: 0.0312068 | val_loss: 0.0312044 | Time: 2807.98 ms [2020-12-23 03:03:52 main:581] : INFO : Epoch 538 | loss: 0.0312073 | val_loss: 0.0312045 | Time: 2799.62 ms [2020-12-23 03:03:55 main:581] : INFO : Epoch 539 | loss: 0.031207 | val_loss: 0.0312042 | Time: 2811.19 ms [2020-12-23 03:03:57 main:581] : INFO : Epoch 540 | loss: 0.0312069 | val_loss: 0.0312081 | Time: 2811.75 ms [2020-12-23 03:04:00 main:581] : INFO : Epoch 541 | loss: 0.0312077 | val_loss: 0.031206 | Time: 2856.48 ms [2020-12-23 03:04:03 main:581] : INFO : Epoch 542 | loss: 0.0312076 | val_loss: 0.0312044 | Time: 2809.09 ms [2020-12-23 03:04:06 main:581] : INFO : Epoch 543 | loss: 0.0312076 | val_loss: 0.0312041 | Time: 2798.19 ms [2020-12-23 03:04:09 main:581] : INFO : Epoch 544 | loss: 0.0312071 | val_loss: 0.0312048 | Time: 2809.56 ms [2020-12-23 03:04:12 main:581] : INFO : Epoch 545 | loss: 0.0312068 | val_loss: 0.0312042 | Time: 2800.22 ms [2020-12-23 03:04:14 main:581] : INFO : Epoch 546 | loss: 0.0312079 | val_loss: 0.0312045 | Time: 2813.54 ms [2020-12-23 03:04:17 main:581] : INFO : Epoch 547 | loss: 0.031207 | val_loss: 0.0312048 | Time: 2811.26 ms [2020-12-23 03:04:20 main:581] : INFO : Epoch 548 | loss: 0.0312083 | val_loss: 0.0312041 | Time: 2804.05 ms [2020-12-23 03:04:23 main:581] : INFO : Epoch 549 | loss: 0.0312068 | val_loss: 0.0312039 | Time: 2811.71 ms [2020-12-23 03:04:26 main:581] : INFO : Epoch 550 | loss: 0.0312073 | val_loss: 0.0312091 | Time: 2812.25 ms [2020-12-23 03:04:28 main:581] : INFO : Epoch 551 | loss: 0.0312075 | val_loss: 0.03121 | Time: 2812.43 ms [2020-12-23 03:04:31 main:581] : INFO : Epoch 552 | loss: 0.0312081 | val_loss: 0.0312049 | Time: 2837.21 ms [2020-12-23 03:04:34 main:581] : INFO : Epoch 553 | loss: 0.0312063 | val_loss: 0.0312074 | Time: 2813.61 ms [2020-12-23 03:04:37 main:581] : INFO : Epoch 554 | loss: 0.0312063 | val_loss: 0.0312047 | Time: 2813.29 ms [2020-12-23 03:04:40 main:581] : INFO : Epoch 555 | loss: 0.0312075 | val_loss: 0.031204 | Time: 2815.92 ms [2020-12-23 03:04:43 main:581] : INFO : Epoch 556 | loss: 0.0312069 | val_loss: 0.0312057 | Time: 2815.08 ms [2020-12-23 03:04:45 main:581] : INFO : Epoch 557 | loss: 0.031207 | val_loss: 0.0312037 | Time: 2813.81 ms [2020-12-23 03:04:48 main:581] : INFO : Epoch 558 | loss: 0.0312069 | val_loss: 0.0312054 | Time: 2812.86 ms [2020-12-23 03:04:51 main:581] : INFO : Epoch 559 | loss: 0.0312062 | val_loss: 0.0312068 | Time: 2812.48 ms [2020-12-23 03:04:54 main:581] : INFO : Epoch 560 | loss: 0.0312062 | val_loss: 0.0312034 | Time: 2814 ms [2020-12-23 03:04:57 main:581] : INFO : Epoch 561 | loss: 0.0312058 | val_loss: 0.0312063 | Time: 2813.54 ms [2020-12-23 03:04:59 main:581] : INFO : Epoch 562 | loss: 0.0312078 | val_loss: 0.0312082 | Time: 2815.07 ms [2020-12-23 03:05:02 main:581] : INFO : Epoch 563 | loss: 0.03121 | val_loss: 0.0312119 | Time: 2853.64 ms [2020-12-23 03:05:05 main:581] : INFO : Epoch 564 | loss: 0.0312132 | val_loss: 0.031213 | Time: 2813.19 ms [2020-12-23 03:05:08 main:581] : INFO : Epoch 565 | loss: 0.0312097 | val_loss: 0.0312078 | Time: 2814.38 ms [2020-12-23 03:05:11 main:581] : INFO : Epoch 566 | loss: 0.0312088 | val_loss: 0.0312067 | Time: 2812.1 ms [2020-12-23 03:05:14 main:581] : INFO : Epoch 567 | loss: 0.0312081 | val_loss: 0.031204 | Time: 2812.92 ms [2020-12-23 03:05:16 main:581] : INFO : Epoch 568 | loss: 0.0312086 | val_loss: 0.0312049 | Time: 2810.99 ms [2020-12-23 03:05:19 main:581] : INFO : Epoch 569 | loss: 0.0312063 | val_loss: 0.0312043 | Time: 2812.23 ms [2020-12-23 03:05:22 main:581] : INFO : Epoch 570 | loss: 0.0312062 | val_loss: 0.0312067 | Time: 2811.42 ms [2020-12-23 03:05:25 main:581] : INFO : Epoch 571 | loss: 0.0312092 | val_loss: 0.0312099 | Time: 2811.29 ms [2020-12-23 03:05:28 main:581] : INFO : Epoch 572 | loss: 0.0312081 | val_loss: 0.0312039 | Time: 2813.73 ms [2020-12-23 03:05:30 main:581] : INFO : Epoch 573 | loss: 0.0312068 | val_loss: 0.0312062 | Time: 2834.33 ms [2020-12-23 03:05:33 main:581] : INFO : Epoch 574 | loss: 0.0312073 | val_loss: 0.0312061 | Time: 2811.4 ms [2020-12-23 03:05:36 main:581] : INFO : Epoch 575 | loss: 0.0312073 | val_loss: 0.0312057 | Time: 2812.42 ms [2020-12-23 03:05:39 main:581] : INFO : Epoch 576 | loss: 0.0312063 | val_loss: 0.0312039 | Time: 2811.52 ms [2020-12-23 03:05:42 main:581] : INFO : Epoch 577 | loss: 0.0312082 | val_loss: 0.0312055 | Time: 2812.84 ms [2020-12-23 03:05:44 main:581] : INFO : Epoch 578 | loss: 0.0312058 | val_loss: 0.0312033 | Time: 2805.66 ms [2020-12-23 03:05:47 main:581] : INFO : Epoch 579 | loss: 0.0312062 | val_loss: 0.0312031 | Time: 2812.43 ms [2020-12-23 03:05:50 main:581] : INFO : Epoch 580 | loss: 0.0312057 | val_loss: 0.0312039 | Time: 2812.74 ms [2020-12-23 03:05:53 main:581] : INFO : Epoch 581 | loss: 0.0312056 | val_loss: 0.031203 | Time: 2813.07 ms [2020-12-23 03:05:56 main:581] : INFO : Epoch 582 | loss: 0.0312072 | val_loss: 0.0312074 | Time: 2810.75 ms [2020-12-23 03:05:59 main:581] : INFO : Epoch 583 | loss: 0.0312076 | val_loss: 0.0312031 | Time: 2813.22 ms [2020-12-23 03:06:01 main:581] : INFO : Epoch 584 | loss: 0.0312067 | val_loss: 0.0312035 | Time: 2855.17 ms [2020-12-23 03:06:04 main:581] : INFO : Epoch 585 | loss: 0.0312091 | val_loss: 0.0312043 | Time: 2811.63 ms [2020-12-23 03:06:07 main:581] : INFO : Epoch 586 | loss: 0.0312087 | val_loss: 0.0312079 | Time: 2811.26 ms [2020-12-23 03:06:10 main:581] : INFO : Epoch 587 | loss: 0.0312081 | val_loss: 0.0312055 | Time: 2802.07 ms [2020-12-23 03:06:13 main:581] : INFO : Epoch 588 | loss: 0.0312087 | val_loss: 0.0312054 | Time: 2806.09 ms [2020-12-23 03:06:15 main:581] : INFO : Epoch 589 | loss: 0.0312064 | val_loss: 0.0312037 | Time: 2802.96 ms [2020-12-23 03:06:18 main:581] : INFO : Epoch 590 | loss: 0.0312081 | val_loss: 0.0312078 | Time: 2806.12 ms [2020-12-23 03:06:21 main:581] : INFO : Epoch 591 | loss: 0.031208 | val_loss: 0.0312051 | Time: 2807.74 ms [2020-12-23 03:06:24 main:581] : INFO : Epoch 592 | loss: 0.0312071 | val_loss: 0.0312052 | Time: 2807.4 ms [2020-12-23 03:06:27 main:581] : INFO : Epoch 593 | loss: 0.0312087 | val_loss: 0.0312051 | Time: 2806.08 ms [2020-12-23 03:06:29 main:581] : INFO : Epoch 594 | loss: 0.0312063 | val_loss: 0.0312047 | Time: 2812.96 ms [2020-12-23 03:06:32 main:581] : INFO : Epoch 595 | loss: 0.0312062 | val_loss: 0.0312042 | Time: 2826.07 ms [2020-12-23 03:06:35 main:581] : INFO : Epoch 596 | loss: 0.031206 | val_loss: 0.0312042 | Time: 2812.83 ms [2020-12-23 03:06:38 main:581] : INFO : Epoch 597 | loss: 0.0312088 | val_loss: 0.0312082 | Time: 2812.13 ms [2020-12-23 03:06:41 main:581] : INFO : Epoch 598 | loss: 0.0312075 | val_loss: 0.0312029 | Time: 2812.26 ms [2020-12-23 03:06:44 main:581] : INFO : Epoch 599 | loss: 0.0312063 | val_loss: 0.0312031 | Time: 2812.88 ms [2020-12-23 03:06:46 main:581] : INFO : Epoch 600 | loss: 0.0312063 | val_loss: 0.0312039 | Time: 2803.36 ms [2020-12-23 03:06:49 main:581] : INFO : Epoch 601 | loss: 0.0312055 | val_loss: 0.0312029 | Time: 2802.8 ms [2020-12-23 03:06:52 main:581] : INFO : Epoch 602 | loss: 0.0312053 | val_loss: 0.0312029 | Time: 2816.37 ms [2020-12-23 03:06:55 main:581] : INFO : Epoch 603 | loss: 0.0312056 | val_loss: 0.0312065 | Time: 2811.36 ms [2020-12-23 03:06:58 main:581] : INFO : Epoch 604 | loss: 0.0312061 | val_loss: 0.0312031 | Time: 2809.01 ms [2020-12-23 03:07:00 main:581] : INFO : Epoch 605 | loss: 0.0312053 | val_loss: 0.0312038 | Time: 2847.34 ms [2020-12-23 03:07:03 main:581] : INFO : Epoch 606 | loss: 0.0312057 | val_loss: 0.0312038 | Time: 2816.88 ms [2020-12-23 03:07:06 main:581] : INFO : Epoch 607 | loss: 0.0312066 | val_loss: 0.0312098 | Time: 2811.22 ms [2020-12-23 03:07:09 main:581] : INFO : Epoch 608 | loss: 0.0312072 | val_loss: 0.031211 | Time: 2807.26 ms [2020-12-23 03:07:12 main:581] : INFO : Epoch 609 | loss: 0.031211 | val_loss: 0.0312065 | Time: 2813.63 ms [2020-12-23 03:07:14 main:581] : INFO : Epoch 610 | loss: 0.0312067 | val_loss: 0.0312038 | Time: 2809.1 ms [2020-12-23 03:07:17 main:581] : INFO : Epoch 611 | loss: 0.0312055 | val_loss: 0.0312029 | Time: 2808.1 ms [2020-12-23 03:07:20 main:581] : INFO : Epoch 612 | loss: 0.0312057 | val_loss: 0.0312066 | Time: 2808.36 ms [2020-12-23 03:07:23 main:581] : INFO : Epoch 613 | loss: 0.0312063 | val_loss: 0.0312038 | Time: 2810.64 ms [2020-12-23 03:07:26 main:581] : INFO : Epoch 614 | loss: 0.0312059 | val_loss: 0.0312094 | Time: 2812.34 ms [2020-12-23 03:07:29 main:581] : INFO : Epoch 615 | loss: 0.0312063 | val_loss: 0.0312043 | Time: 2810.62 ms [2020-12-23 03:07:31 main:581] : INFO : Epoch 616 | loss: 0.0312059 | val_loss: 0.0312044 | Time: 2832.08 ms [2020-12-23 03:07:34 main:581] : INFO : Epoch 617 | loss: 0.0312064 | val_loss: 0.0312074 | Time: 2806.6 ms [2020-12-23 03:07:37 main:581] : INFO : Epoch 618 | loss: 0.0312069 | val_loss: 0.0312041 | Time: 2805.41 ms [2020-12-23 03:07:40 main:581] : INFO : Epoch 619 | loss: 0.0312077 | val_loss: 0.0312042 | Time: 2805 ms [2020-12-23 03:07:43 main:581] : INFO : Epoch 620 | loss: 0.0312098 | val_loss: 0.0312047 | Time: 2804.2 ms [2020-12-23 03:07:45 main:581] : INFO : Epoch 621 | loss: 0.0312065 | val_loss: 0.031203 | Time: 2804.12 ms [2020-12-23 03:07:48 main:581] : INFO : Epoch 622 | loss: 0.0312088 | val_loss: 0.0312065 | Time: 2798.92 ms [2020-12-23 03:07:51 main:581] : INFO : Epoch 623 | loss: 0.0312094 | val_loss: 0.0312045 | Time: 2803.77 ms [2020-12-23 03:07:54 main:581] : INFO : Epoch 624 | loss: 0.0312068 | val_loss: 0.0312076 | Time: 2804.83 ms [2020-12-23 03:07:57 main:581] : INFO : Epoch 625 | loss: 0.0312064 | val_loss: 0.0312049 | Time: 2807.29 ms [2020-12-23 03:07:59 main:581] : INFO : Epoch 626 | loss: 0.0312057 | val_loss: 0.0312036 | Time: 2804.07 ms [2020-12-23 03:08:02 main:581] : INFO : Epoch 627 | loss: 0.0312078 | val_loss: 0.0312031 | Time: 2850.8 ms [2020-12-23 03:08:05 main:581] : INFO : Epoch 628 | loss: 0.0312054 | val_loss: 0.0312032 | Time: 2798.33 ms [2020-12-23 03:08:08 main:581] : INFO : Epoch 629 | loss: 0.0312059 | val_loss: 0.0312038 | Time: 2805.12 ms [2020-12-23 03:08:11 main:581] : INFO : Epoch 630 | loss: 0.0312059 | val_loss: 0.0312031 | Time: 2808.09 ms [2020-12-23 03:08:13 main:581] : INFO : Epoch 631 | loss: 0.031205 | val_loss: 0.0312052 | Time: 2803.56 ms [2020-12-23 03:08:16 main:581] : INFO : Epoch 632 | loss: 0.0312053 | val_loss: 0.0312025 | Time: 2806.51 ms [2020-12-23 03:08:19 main:581] : INFO : Epoch 633 | loss: 0.0312054 | val_loss: 0.0312027 | Time: 2805.29 ms [2020-12-23 03:08:22 main:581] : INFO : Epoch 634 | loss: 0.0312055 | val_loss: 0.0312029 | Time: 2793.66 ms [2020-12-23 03:08:25 main:581] : INFO : Epoch 635 | loss: 0.0312051 | val_loss: 0.031204 | Time: 2804.67 ms [2020-12-23 03:08:28 main:581] : INFO : Epoch 636 | loss: 0.0312069 | val_loss: 0.0312143 | Time: 2808.21 ms [2020-12-23 03:08:30 main:581] : INFO : Epoch 637 | loss: 0.0312098 | val_loss: 0.0312046 | Time: 2832.03 ms [2020-12-23 03:08:33 main:581] : INFO : Epoch 638 | loss: 0.0312071 | val_loss: 0.0312077 | Time: 2808.19 ms [2020-12-23 03:08:36 main:581] : INFO : Epoch 639 | loss: 0.0312066 | val_loss: 0.0312027 | Time: 2811.11 ms [2020-12-23 03:08:39 main:581] : INFO : Epoch 640 | loss: 0.0312066 | val_loss: 0.0312048 | Time: 2808.89 ms [2020-12-23 03:08:42 main:581] : INFO : Epoch 641 | loss: 0.0312063 | val_loss: 0.0312035 | Time: 2811.51 ms [2020-12-23 03:08:44 main:581] : INFO : Epoch 642 | loss: 0.0312061 | val_loss: 0.0312026 | Time: 2808.95 ms [2020-12-23 03:08:47 main:581] : INFO : Epoch 643 | loss: 0.0312048 | val_loss: 0.0312032 | Time: 2800 ms [2020-12-23 03:08:50 main:581] : INFO : Epoch 644 | loss: 0.0312065 | val_loss: 0.031204 | Time: 2811.58 ms [2020-12-23 03:08:53 main:581] : INFO : Epoch 645 | loss: 0.0312061 | val_loss: 0.0312033 | Time: 2800.37 ms [2020-12-23 03:08:56 main:581] : INFO : Epoch 646 | loss: 0.0312049 | val_loss: 0.0312034 | Time: 2812.54 ms [2020-12-23 03:08:58 main:581] : INFO : Epoch 647 | loss: 0.0312048 | val_loss: 0.0312044 | Time: 2810.3 ms [2020-12-23 03:09:01 main:581] : INFO : Epoch 648 | loss: 0.031206 | val_loss: 0.0312035 | Time: 2859.2 ms [2020-12-23 03:09:04 main:581] : INFO : Epoch 649 | loss: 0.0312049 | val_loss: 0.0312024 | Time: 2804.26 ms [2020-12-23 03:09:07 main:581] : INFO : Epoch 650 | loss: 0.0312065 | val_loss: 0.0312023 | Time: 2810.42 ms [2020-12-23 03:09:10 main:581] : INFO : Epoch 651 | loss: 0.0312059 | val_loss: 0.0312024 | Time: 2799.99 ms [2020-12-23 03:09:13 main:581] : INFO : Epoch 652 | loss: 0.0312057 | val_loss: 0.0312025 | Time: 2808.43 ms [2020-12-23 03:09:15 main:581] : INFO : Epoch 653 | loss: 0.0312069 | val_loss: 0.0312066 | Time: 2801.78 ms [2020-12-23 03:09:18 main:581] : INFO : Epoch 654 | loss: 0.0312091 | val_loss: 0.0312063 | Time: 2808.87 ms [2020-12-23 03:09:21 main:581] : INFO : Epoch 655 | loss: 0.0312069 | val_loss: 0.0312042 | Time: 2797.62 ms [2020-12-23 03:09:24 main:581] : INFO : Epoch 656 | loss: 0.0312053 | val_loss: 0.0312024 | Time: 2809.88 ms [2020-12-23 03:09:27 main:581] : INFO : Epoch 657 | loss: 0.0312045 | val_loss: 0.0312022 | Time: 2811.18 ms [2020-12-23 03:09:29 main:581] : INFO : Epoch 658 | loss: 0.0312071 | val_loss: 0.0312052 | Time: 2798.71 ms [2020-12-23 03:09:32 main:581] : INFO : Epoch 659 | loss: 0.0312081 | val_loss: 0.0312056 | Time: 2831.91 ms [2020-12-23 03:09:35 main:581] : INFO : Epoch 660 | loss: 0.0312088 | val_loss: 0.0312043 | Time: 2800.39 ms [2020-12-23 03:09:38 main:581] : INFO : Epoch 661 | loss: 0.0312074 | val_loss: 0.0312034 | Time: 2805.46 ms [2020-12-23 03:09:41 main:581] : INFO : Epoch 662 | loss: 0.0312046 | val_loss: 0.0312037 | Time: 2803.61 ms [2020-12-23 03:09:43 main:581] : INFO : Epoch 663 | loss: 0.0312053 | val_loss: 0.0312028 | Time: 2804.17 ms [2020-12-23 03:09:46 main:581] : INFO : Epoch 664 | loss: 0.0312049 | val_loss: 0.0312023 | Time: 2810.31 ms [2020-12-23 03:09:49 main:581] : INFO : Epoch 665 | loss: 0.0312043 | val_loss: 0.0312028 | Time: 2811.73 ms [2020-12-23 03:09:52 main:581] : INFO : Epoch 666 | loss: 0.0312054 | val_loss: 0.0312025 | Time: 2806.72 ms [2020-12-23 03:09:55 main:581] : INFO : Epoch 667 | loss: 0.0312045 | val_loss: 0.0312024 | Time: 2802.8 ms [2020-12-23 03:09:57 main:581] : INFO : Epoch 668 | loss: 0.0312044 | val_loss: 0.0312031 | Time: 2811.93 ms [2020-12-23 03:10:00 main:581] : INFO : Epoch 669 | loss: 0.0312061 | val_loss: 0.0312048 | Time: 2850.83 ms [2020-12-23 03:10:03 main:581] : INFO : Epoch 670 | loss: 0.0312054 | val_loss: 0.0312035 | Time: 2805.72 ms [2020-12-23 03:10:06 main:581] : INFO : Epoch 671 | loss: 0.0312054 | val_loss: 0.0312052 | Time: 2807.4 ms [2020-12-23 03:10:09 main:581] : INFO : Epoch 672 | loss: 0.0312058 | val_loss: 0.031203 | Time: 2800.85 ms [2020-12-23 03:10:12 main:581] : INFO : Epoch 673 | loss: 0.0312043 | val_loss: 0.0312041 | Time: 2807.04 ms [2020-12-23 03:10:14 main:581] : INFO : Epoch 674 | loss: 0.0312065 | val_loss: 0.0312073 | Time: 2799.95 ms [2020-12-23 03:10:17 main:581] : INFO : Epoch 675 | loss: 0.0312055 | val_loss: 0.0312039 | Time: 2798.81 ms [2020-12-23 03:10:20 main:581] : INFO : Epoch 676 | loss: 0.0312061 | val_loss: 0.0312026 | Time: 2805.62 ms [2020-12-23 03:10:23 main:581] : INFO : Epoch 677 | loss: 0.0312051 | val_loss: 0.0312023 | Time: 2797.71 ms [2020-12-23 03:10:26 main:581] : INFO : Epoch 678 | loss: 0.0312051 | val_loss: 0.031202 | Time: 2802.09 ms [2020-12-23 03:10:28 main:581] : INFO : Epoch 679 | loss: 0.0312045 | val_loss: 0.0312033 | Time: 2803.05 ms [2020-12-23 03:10:31 main:581] : INFO : Epoch 680 | loss: 0.0312046 | val_loss: 0.0312025 | Time: 2831.91 ms [2020-12-23 03:10:34 main:581] : INFO : Epoch 681 | loss: 0.0312038 | val_loss: 0.0312021 | Time: 2810.56 ms [2020-12-23 03:10:37 main:581] : INFO : Epoch 682 | loss: 0.0312058 | val_loss: 0.0312019 | Time: 2808.38 ms [2020-12-23 03:10:40 main:581] : INFO : Epoch 683 | loss: 0.0312046 | val_loss: 0.0312033 | Time: 2807.22 ms [2020-12-23 03:10:42 main:581] : INFO : Epoch 684 | loss: 0.0312039 | val_loss: 0.0312022 | Time: 2807.53 ms [2020-12-23 03:10:45 main:581] : INFO : Epoch 685 | loss: 0.031205 | val_loss: 0.0312037 | Time: 2808.96 ms [2020-12-23 03:10:48 main:581] : INFO : Epoch 686 | loss: 0.0312056 | val_loss: 0.0312033 | Time: 2810.09 ms [2020-12-23 03:10:51 main:581] : INFO : Epoch 687 | loss: 0.0312046 | val_loss: 0.0312028 | Time: 2809.81 ms [2020-12-23 03:10:54 main:581] : INFO : Epoch 688 | loss: 0.0312041 | val_loss: 0.0312024 | Time: 2810.75 ms [2020-12-23 03:10:56 main:581] : INFO : Epoch 689 | loss: 0.0312047 | val_loss: 0.0312041 | Time: 2810.4 ms [2020-12-23 03:10:59 main:581] : INFO : Epoch 690 | loss: 0.0312073 | val_loss: 0.0312131 | Time: 2811.95 ms [2020-12-23 03:11:02 main:581] : INFO : Epoch 691 | loss: 0.0312101 | val_loss: 0.0312056 | Time: 2860.03 ms [2020-12-23 03:11:05 main:581] : INFO : Epoch 692 | loss: 0.0312048 | val_loss: 0.0312049 | Time: 2810.3 ms [2020-12-23 03:11:08 main:581] : INFO : Epoch 693 | loss: 0.0312053 | val_loss: 0.0312047 | Time: 2813.12 ms [2020-12-23 03:11:11 main:581] : INFO : Epoch 694 | loss: 0.0312054 | val_loss: 0.0312049 | Time: 2809.56 ms [2020-12-23 03:11:13 main:581] : INFO : Epoch 695 | loss: 0.0312044 | val_loss: 0.0312023 | Time: 2812.02 ms [2020-12-23 03:11:16 main:581] : INFO : Epoch 696 | loss: 0.0312044 | val_loss: 0.0312024 | Time: 2812.89 ms [2020-12-23 03:11:19 main:581] : INFO : Epoch 697 | loss: 0.0312058 | val_loss: 0.0312041 | Time: 2813.31 ms [2020-12-23 03:11:22 main:581] : INFO : Epoch 698 | loss: 0.0312044 | val_loss: 0.0312025 | Time: 2812.1 ms [2020-12-23 03:11:25 main:581] : INFO : Epoch 699 | loss: 0.0312042 | val_loss: 0.0312024 | Time: 2806.86 ms [2020-12-23 03:11:27 main:581] : INFO : Epoch 700 | loss: 0.031204 | val_loss: 0.0312036 | Time: 2811.66 ms [2020-12-23 03:11:30 main:581] : INFO : Epoch 701 | loss: 0.0312045 | val_loss: 0.031208 | Time: 2833.45 ms [2020-12-23 03:11:33 main:581] : INFO : Epoch 702 | loss: 0.0312055 | val_loss: 0.0312027 | Time: 2813 ms [2020-12-23 03:11:36 main:581] : INFO : Epoch 703 | loss: 0.0312049 | val_loss: 0.0312032 | Time: 2811.1 ms [2020-12-23 03:11:39 main:581] : INFO : Epoch 704 | loss: 0.0312046 | val_loss: 0.031203 | Time: 2807.49 ms [2020-12-23 03:11:41 main:581] : INFO : Epoch 705 | loss: 0.0312037 | val_loss: 0.0312049 | Time: 2798.68 ms [2020-12-23 03:11:44 main:581] : INFO : Epoch 706 | loss: 0.0312042 | val_loss: 0.0312024 | Time: 2810.19 ms [2020-12-23 03:11:47 main:581] : INFO : Epoch 707 | loss: 0.0312072 | val_loss: 0.0312099 | Time: 2804.42 ms [2020-12-23 03:11:50 main:581] : INFO : Epoch 708 | loss: 0.0312072 | val_loss: 0.0312025 | Time: 2799.34 ms [2020-12-23 03:11:53 main:581] : INFO : Epoch 709 | loss: 0.0312038 | val_loss: 0.0312027 | Time: 2808.3 ms [2020-12-23 03:11:55 main:581] : INFO : Epoch 710 | loss: 0.0312036 | val_loss: 0.0312027 | Time: 2791.95 ms [2020-12-23 03:11:58 main:581] : INFO : Epoch 711 | loss: 0.0312042 | val_loss: 0.0312027 | Time: 2800.89 ms [2020-12-23 03:12:01 main:581] : INFO : Epoch 712 | loss: 0.0312046 | val_loss: 0.0312027 | Time: 2852.17 ms [2020-12-23 03:12:04 main:581] : INFO : Epoch 713 | loss: 0.0312042 | val_loss: 0.031203 | Time: 2801.68 ms [2020-12-23 03:12:07 main:581] : INFO : Epoch 714 | loss: 0.0312056 | val_loss: 0.0312023 | Time: 2805.84 ms [2020-12-23 03:12:10 main:581] : INFO : Epoch 715 | loss: 0.0312048 | val_loss: 0.031203 | Time: 2804.04 ms [2020-12-23 03:12:12 main:581] : INFO : Epoch 716 | loss: 0.0312051 | val_loss: 0.0312028 | Time: 2805.83 ms [2020-12-23 03:12:15 main:581] : INFO : Epoch 717 | loss: 0.0312037 | val_loss: 0.0312031 | Time: 2804.74 ms [2020-12-23 03:12:18 main:581] : INFO : Epoch 718 | loss: 0.031204 | val_loss: 0.0312028 | Time: 2801.15 ms [2020-12-23 03:12:21 main:581] : INFO : Epoch 719 | loss: 0.031204 | val_loss: 0.0312031 | Time: 2799.51 ms [2020-12-23 03:12:24 main:581] : INFO : Epoch 720 | loss: 0.0312036 | val_loss: 0.0312025 | Time: 2801.02 ms [2020-12-23 03:12:26 main:581] : INFO : Epoch 721 | loss: 0.0312036 | val_loss: 0.031203 | Time: 2806.02 ms [2020-12-23 03:12:29 main:581] : INFO : Epoch 722 | loss: 0.0312048 | val_loss: 0.0312033 | Time: 2804.6 ms [2020-12-23 03:12:32 main:581] : INFO : Epoch 723 | loss: 0.0312047 | val_loss: 0.0312111 | Time: 2832.47 ms [2020-12-23 03:12:35 main:581] : INFO : Epoch 724 | loss: 0.0312071 | val_loss: 0.0312074 | Time: 2811.25 ms [2020-12-23 03:12:38 main:581] : INFO : Epoch 725 | loss: 0.0312099 | val_loss: 0.0312032 | Time: 2803.68 ms [2020-12-23 03:12:40 main:581] : INFO : Epoch 726 | loss: 0.0312065 | val_loss: 0.0312045 | Time: 2813.06 ms [2020-12-23 03:12:43 main:581] : INFO : Epoch 727 | loss: 0.0312063 | val_loss: 0.0312074 | Time: 2811.27 ms [2020-12-23 03:12:46 main:581] : INFO : Epoch 728 | loss: 0.0312047 | val_loss: 0.0312028 | Time: 2812.6 ms [2020-12-23 03:12:49 main:581] : INFO : Epoch 729 | loss: 0.0312043 | val_loss: 0.0312108 | Time: 2812.96 ms [2020-12-23 03:12:52 main:581] : INFO : Epoch 730 | loss: 0.0312042 | val_loss: 0.0312039 | Time: 2811.96 ms [2020-12-23 03:12:55 main:581] : INFO : Epoch 731 | loss: 0.0312053 | val_loss: 0.0312026 | Time: 2811.64 ms [2020-12-23 03:12:57 main:581] : INFO : Epoch 732 | loss: 0.0312057 | val_loss: 0.0312034 | Time: 2809.65 ms [2020-12-23 03:13:00 main:581] : INFO : Epoch 733 | loss: 0.0312035 | val_loss: 0.031202 | Time: 2840.62 ms [2020-12-23 03:13:03 main:581] : INFO : Epoch 734 | loss: 0.0312074 | val_loss: 0.0312038 | Time: 2811.33 ms [2020-12-23 03:13:06 main:581] : INFO : Epoch 735 | loss: 0.0312048 | val_loss: 0.0312034 | Time: 2810.12 ms [2020-12-23 03:13:09 main:581] : INFO : Epoch 736 | loss: 0.0312039 | val_loss: 0.0312024 | Time: 2803.49 ms [2020-12-23 03:13:11 main:581] : INFO : Epoch 737 | loss: 0.0312041 | val_loss: 0.031202 | Time: 2813.17 ms [2020-12-23 03:13:14 main:581] : INFO : Epoch 738 | loss: 0.0312035 | val_loss: 0.0312033 | Time: 2813.46 ms [2020-12-23 03:13:17 main:581] : INFO : Epoch 739 | loss: 0.0312041 | val_loss: 0.0312027 | Time: 2812.49 ms [2020-12-23 03:13:20 main:581] : INFO : Epoch 740 | loss: 0.0312055 | val_loss: 0.0312027 | Time: 2812.05 ms [2020-12-23 03:13:23 main:581] : INFO : Epoch 741 | loss: 0.031206 | val_loss: 0.0312025 | Time: 2810.74 ms [2020-12-23 03:13:25 main:581] : INFO : Epoch 742 | loss: 0.0312039 | val_loss: 0.031202 | Time: 2813.98 ms [2020-12-23 03:13:28 main:581] : INFO : Epoch 743 | loss: 0.0312047 | val_loss: 0.0312038 | Time: 2813.5 ms [2020-12-23 03:13:31 main:581] : INFO : Epoch 744 | loss: 0.0312043 | val_loss: 0.0312021 | Time: 2830.86 ms [2020-12-23 03:13:34 main:581] : INFO : Epoch 745 | loss: 0.0312034 | val_loss: 0.0312023 | Time: 2814.15 ms [2020-12-23 03:13:37 main:581] : INFO : Epoch 746 | loss: 0.0312039 | val_loss: 0.0312022 | Time: 2810.8 ms [2020-12-23 03:13:40 main:581] : INFO : Epoch 747 | loss: 0.0312044 | val_loss: 0.031203 | Time: 2804.32 ms [2020-12-23 03:13:42 main:581] : INFO : Epoch 748 | loss: 0.0312069 | val_loss: 0.0312045 | Time: 2810.12 ms [2020-12-23 03:13:45 main:581] : INFO : Epoch 749 | loss: 0.0312052 | val_loss: 0.0312031 | Time: 2810.62 ms [2020-12-23 03:13:48 main:581] : INFO : Epoch 750 | loss: 0.0312037 | val_loss: 0.0312021 | Time: 2803 ms [2020-12-23 03:13:51 main:581] : INFO : Epoch 751 | loss: 0.0312033 | val_loss: 0.0312018 | Time: 2812.11 ms [2020-12-23 03:13:54 main:581] : INFO : Epoch 752 | loss: 0.0312038 | val_loss: 0.0312057 | Time: 2807.77 ms [2020-12-23 03:13:56 main:581] : INFO : Epoch 753 | loss: 0.031204 | val_loss: 0.0312024 | Time: 2798.98 ms [2020-12-23 03:13:59 main:581] : INFO : Epoch 754 | loss: 0.0312032 | val_loss: 0.0312022 | Time: 2804.23 ms [2020-12-23 03:14:02 main:581] : INFO : Epoch 755 | loss: 0.0312034 | val_loss: 0.0312027 | Time: 2848.54 ms [2020-12-23 03:14:05 main:581] : INFO : Epoch 756 | loss: 0.0312032 | val_loss: 0.0312023 | Time: 2802.77 ms [2020-12-23 03:14:08 main:581] : INFO : Epoch 757 | loss: 0.0312042 | val_loss: 0.0312112 | Time: 2813.5 ms [2020-12-23 03:14:10 main:581] : INFO : Epoch 758 | loss: 0.0312065 | val_loss: 0.0312036 | Time: 2808.14 ms [2020-12-23 03:14:13 main:581] : INFO : Epoch 759 | loss: 0.031204 | val_loss: 0.0312032 | Time: 2810.32 ms [2020-12-23 03:14:16 main:581] : INFO : Epoch 760 | loss: 0.0312048 | val_loss: 0.0312023 | Time: 2809.83 ms [2020-12-23 03:14:19 main:581] : INFO : Epoch 761 | loss: 0.0312035 | val_loss: 0.0312027 | Time: 2808.74 ms [2020-12-23 03:14:22 main:581] : INFO : Epoch 762 | loss: 0.0312036 | val_loss: 0.0312038 | Time: 2809.53 ms [2020-12-23 03:14:25 main:581] : INFO : Epoch 763 | loss: 0.0312036 | val_loss: 0.0312033 | Time: 2812.59 ms [2020-12-23 03:14:27 main:581] : INFO : Epoch 764 | loss: 0.0312039 | val_loss: 0.0312029 | Time: 2810.26 ms [2020-12-23 03:14:30 main:581] : INFO : Epoch 765 | loss: 0.0312047 | val_loss: 0.0312064 | Time: 2832.16 ms [2020-12-23 03:14:33 main:581] : INFO : Epoch 766 | loss: 0.0312068 | val_loss: 0.0312109 | Time: 2809.56 ms [2020-12-23 03:14:36 main:581] : INFO : Epoch 767 | loss: 0.0312067 | val_loss: 0.0312062 | Time: 2810.1 ms [2020-12-23 03:14:39 main:581] : INFO : Epoch 768 | loss: 0.0312041 | val_loss: 0.031206 | Time: 2807.63 ms [2020-12-23 03:14:41 main:581] : INFO : Epoch 769 | loss: 0.0312044 | val_loss: 0.0312026 | Time: 2808.79 ms [2020-12-23 03:14:44 main:581] : INFO : Epoch 770 | loss: 0.0312035 | val_loss: 0.0312025 | Time: 2809.35 ms [2020-12-23 03:14:47 main:581] : INFO : Epoch 771 | loss: 0.0312049 | val_loss: 0.0312051 | Time: 2813.52 ms [2020-12-23 03:14:50 main:581] : INFO : Epoch 772 | loss: 0.0312055 | val_loss: 0.0312026 | Time: 2813.32 ms [2020-12-23 03:14:53 main:581] : INFO : Epoch 773 | loss: 0.0312033 | val_loss: 0.0312026 | Time: 2811.25 ms [2020-12-23 03:14:55 main:581] : INFO : Epoch 774 | loss: 0.0312042 | val_loss: 0.0312067 | Time: 2809.69 ms [2020-12-23 03:14:58 main:581] : INFO : Epoch 775 | loss: 0.0312054 | val_loss: 0.0312022 | Time: 2813.67 ms [2020-12-23 03:15:01 main:581] : INFO : Epoch 776 | loss: 0.0312034 | val_loss: 0.0312025 | Time: 2857.88 ms [2020-12-23 03:15:04 main:581] : INFO : Epoch 777 | loss: 0.0312034 | val_loss: 0.0312026 | Time: 2814.31 ms [2020-12-23 03:15:07 main:581] : INFO : Epoch 778 | loss: 0.031204 | val_loss: 0.0312024 | Time: 2810.77 ms [2020-12-23 03:15:10 main:581] : INFO : Epoch 779 | loss: 0.0312035 | val_loss: 0.0312021 | Time: 2813.9 ms [2020-12-23 03:15:12 main:581] : INFO : Epoch 780 | loss: 0.0312034 | val_loss: 0.0312018 | Time: 2815.2 ms [2020-12-23 03:15:15 main:581] : INFO : Epoch 781 | loss: 0.0312034 | val_loss: 0.0312021 | Time: 2816.39 ms [2020-12-23 03:15:18 main:581] : INFO : Epoch 782 | loss: 0.0312036 | val_loss: 0.0312032 | Time: 2804.56 ms [2020-12-23 03:15:21 main:581] : INFO : Epoch 783 | loss: 0.0312035 | val_loss: 0.031202 | Time: 2810.31 ms [2020-12-23 03:15:24 main:581] : INFO : Epoch 784 | loss: 0.0312036 | val_loss: 0.0312042 | Time: 2805.01 ms [2020-12-23 03:15:26 main:581] : INFO : Epoch 785 | loss: 0.0312038 | val_loss: 0.0312053 | Time: 2806.41 ms [2020-12-23 03:15:29 main:581] : INFO : Epoch 786 | loss: 0.0312046 | val_loss: 0.0312018 | Time: 2805.36 ms [2020-12-23 03:15:32 main:581] : INFO : Epoch 787 | loss: 0.0312036 | val_loss: 0.0312027 | Time: 2840.62 ms [2020-12-23 03:15:35 main:581] : INFO : Epoch 788 | loss: 0.0312047 | val_loss: 0.031207 | Time: 2808.64 ms [2020-12-23 03:15:38 main:581] : INFO : Epoch 789 | loss: 0.031205 | val_loss: 0.0312038 | Time: 2809.66 ms [2020-12-23 03:15:41 main:581] : INFO : Epoch 790 | loss: 0.0312048 | val_loss: 0.0312041 | Time: 2808.66 ms [2020-12-23 03:15:43 main:581] : INFO : Epoch 791 | loss: 0.0312042 | val_loss: 0.0312029 | Time: 2797.98 ms [2020-12-23 03:15:46 main:581] : INFO : Epoch 792 | loss: 0.0312034 | val_loss: 0.0312023 | Time: 2802.66 ms [2020-12-23 03:15:49 main:581] : INFO : Epoch 793 | loss: 0.031204 | val_loss: 0.0312032 | Time: 2802.16 ms [2020-12-23 03:15:52 main:581] : INFO : Epoch 794 | loss: 0.0312049 | val_loss: 0.0312033 | Time: 2799.6 ms [2020-12-23 03:15:55 main:581] : INFO : Epoch 795 | loss: 0.031204 | val_loss: 0.031202 | Time: 2806.09 ms [2020-12-23 03:15:57 main:581] : INFO : Epoch 796 | loss: 0.0312031 | val_loss: 0.0312025 | Time: 2803.04 ms [2020-12-23 03:16:00 main:581] : INFO : Epoch 797 | loss: 0.0312031 | val_loss: 0.0312026 | Time: 2844.12 ms [2020-12-23 03:16:03 main:581] : INFO : Epoch 798 | loss: 0.0312031 | val_loss: 0.0312023 | Time: 2809.7 ms [2020-12-23 03:16:06 main:581] : INFO : Epoch 799 | loss: 0.031204 | val_loss: 0.0312057 | Time: 2798.21 ms [2020-12-23 03:16:09 main:581] : INFO : Epoch 800 | loss: 0.0312044 | val_loss: 0.0312033 | Time: 2803 ms [2020-12-23 03:16:11 main:581] : INFO : Epoch 801 | loss: 0.0312071 | val_loss: 0.0312203 | Time: 2808.76 ms [2020-12-23 03:16:14 main:581] : INFO : Epoch 802 | loss: 0.0312092 | val_loss: 0.0312054 | Time: 2809.66 ms [2020-12-23 03:16:17 main:581] : INFO : Epoch 803 | loss: 0.0312049 | val_loss: 0.0312033 | Time: 2800.06 ms [2020-12-23 03:16:20 main:581] : INFO : Epoch 804 | loss: 0.0312035 | val_loss: 0.0312028 | Time: 2796.54 ms [2020-12-23 03:16:23 main:581] : INFO : Epoch 805 | loss: 0.0312038 | val_loss: 0.0312053 | Time: 2800.38 ms [2020-12-23 03:16:25 main:581] : INFO : Epoch 806 | loss: 0.0312041 | val_loss: 0.0312025 | Time: 2794.86 ms [2020-12-23 03:16:28 main:581] : INFO : Epoch 807 | loss: 0.0312036 | val_loss: 0.0312059 | Time: 2805.37 ms [2020-12-23 03:16:31 main:581] : INFO : Epoch 808 | loss: 0.031204 | val_loss: 0.0312077 | Time: 2821.52 ms [2020-12-23 03:16:34 main:581] : INFO : Epoch 809 | loss: 0.0312043 | val_loss: 0.0312028 | Time: 2806.99 ms [2020-12-23 03:16:37 main:581] : INFO : Epoch 810 | loss: 0.031203 | val_loss: 0.0312029 | Time: 2798.68 ms [2020-12-23 03:16:39 main:581] : INFO : Epoch 811 | loss: 0.0312034 | val_loss: 0.031202 | Time: 2802.96 ms [2020-12-23 03:16:42 main:581] : INFO : Epoch 812 | loss: 0.0312027 | val_loss: 0.0312023 | Time: 2812.52 ms [2020-12-23 03:16:45 main:581] : INFO : Epoch 813 | loss: 0.0312041 | val_loss: 0.0312059 | Time: 2809.56 ms [2020-12-23 03:16:48 main:581] : INFO : Epoch 814 | loss: 0.0312043 | val_loss: 0.031204 | Time: 2814.55 ms [2020-12-23 03:16:51 main:581] : INFO : Epoch 815 | loss: 0.0312053 | val_loss: 0.0312027 | Time: 2801.17 ms [2020-12-23 03:16:53 main:581] : INFO : Epoch 816 | loss: 0.0312042 | val_loss: 0.0312027 | Time: 2805.01 ms [2020-12-23 03:16:56 main:581] : INFO : Epoch 817 | loss: 0.0312036 | val_loss: 0.0312098 | Time: 2812.11 ms [2020-12-23 03:16:59 main:581] : INFO : Epoch 818 | loss: 0.0312067 | val_loss: 0.0312025 | Time: 2807.88 ms [2020-12-23 03:17:02 main:581] : INFO : Epoch 819 | loss: 0.0312033 | val_loss: 0.0312016 | Time: 2854.04 ms [2020-12-23 03:17:05 main:581] : INFO : Epoch 820 | loss: 0.0312048 | val_loss: 0.0312027 | Time: 2801.13 ms [2020-12-23 03:17:08 main:581] : INFO : Epoch 821 | loss: 0.0312065 | val_loss: 0.0312045 | Time: 2815.88 ms [2020-12-23 03:17:10 main:581] : INFO : Epoch 822 | loss: 0.0312047 | val_loss: 0.0312045 | Time: 2807.78 ms [2020-12-23 03:17:13 main:581] : INFO : Epoch 823 | loss: 0.0312057 | val_loss: 0.0312018 | Time: 2812.38 ms [2020-12-23 03:17:16 main:581] : INFO : Epoch 824 | loss: 0.0312032 | val_loss: 0.0312029 | Time: 2794.28 ms [2020-12-23 03:17:19 main:581] : INFO : Epoch 825 | loss: 0.0312049 | val_loss: 0.0312014 | Time: 2804.03 ms [2020-12-23 03:17:22 main:581] : INFO : Epoch 826 | loss: 0.0312035 | val_loss: 0.0312033 | Time: 2803.8 ms [2020-12-23 03:17:24 main:581] : INFO : Epoch 827 | loss: 0.0312038 | val_loss: 0.0312023 | Time: 2807.27 ms [2020-12-23 03:17:27 main:581] : INFO : Epoch 828 | loss: 0.0312038 | val_loss: 0.0312016 | Time: 2806.9 ms [2020-12-23 03:17:30 main:581] : INFO : Epoch 829 | loss: 0.031203 | val_loss: 0.0312009 | Time: 2828.23 ms [2020-12-23 03:17:33 main:581] : INFO : Epoch 830 | loss: 0.0312031 | val_loss: 0.0312043 | Time: 2808.31 ms [2020-12-23 03:17:36 main:581] : INFO : Epoch 831 | loss: 0.0312043 | val_loss: 0.0312009 | Time: 2811.83 ms [2020-12-23 03:17:38 main:581] : INFO : Epoch 832 | loss: 0.0312036 | val_loss: 0.0312008 | Time: 2810.3 ms [2020-12-23 03:17:41 main:581] : INFO : Epoch 833 | loss: 0.0312037 | val_loss: 0.0312019 | Time: 2810.28 ms [2020-12-23 03:17:44 main:581] : INFO : Epoch 834 | loss: 0.0312039 | val_loss: 0.0312036 | Time: 2806.14 ms [2020-12-23 03:17:47 main:581] : INFO : Epoch 835 | loss: 0.031204 | val_loss: 0.0312045 | Time: 2807.66 ms [2020-12-23 03:17:50 main:581] : INFO : Epoch 836 | loss: 0.0312043 | val_loss: 0.0312019 | Time: 2805.86 ms [2020-12-23 03:17:53 main:581] : INFO : Epoch 837 | loss: 0.0312046 | val_loss: 0.031203 | Time: 2809.49 ms [2020-12-23 03:17:55 main:581] : INFO : Epoch 838 | loss: 0.0312038 | val_loss: 0.031201 | Time: 2812.17 ms [2020-12-23 03:17:58 main:581] : INFO : Epoch 839 | loss: 0.0312031 | val_loss: 0.0312011 | Time: 2811.33 ms [2020-12-23 03:18:01 main:581] : INFO : Epoch 840 | loss: 0.0312033 | val_loss: 0.0312016 | Time: 2854.44 ms [2020-12-23 03:18:04 main:581] : INFO : Epoch 841 | loss: 0.0312041 | val_loss: 0.0312034 | Time: 2806.33 ms [2020-12-23 03:18:07 main:581] : INFO : Epoch 842 | loss: 0.0312051 | val_loss: 0.0312009 | Time: 2807.37 ms [2020-12-23 03:18:09 main:581] : INFO : Epoch 843 | loss: 0.031203 | val_loss: 0.0312018 | Time: 2805.72 ms [2020-12-23 03:18:12 main:581] : INFO : Epoch 844 | loss: 0.0312043 | val_loss: 0.0312035 | Time: 2803.56 ms [2020-12-23 03:18:15 main:581] : INFO : Epoch 845 | loss: 0.0312058 | val_loss: 0.0312083 | Time: 2806.91 ms [2020-12-23 03:18:18 main:581] : INFO : Epoch 846 | loss: 0.0312062 | val_loss: 0.0312043 | Time: 2795.59 ms [2020-12-23 03:18:21 main:581] : INFO : Epoch 847 | loss: 0.0312054 | val_loss: 0.031201 | Time: 2810.68 ms [2020-12-23 03:18:23 main:581] : INFO : Epoch 848 | loss: 0.0312057 | val_loss: 0.0312023 | Time: 2810.56 ms [2020-12-23 03:18:26 main:581] : INFO : Epoch 849 | loss: 0.0312052 | val_loss: 0.0312011 | Time: 2812.55 ms [2020-12-23 03:18:29 main:581] : INFO : Epoch 850 | loss: 0.0312038 | val_loss: 0.0312009 | Time: 2810.04 ms [2020-12-23 03:18:32 main:581] : INFO : Epoch 851 | loss: 0.0312039 | val_loss: 0.0312023 | Time: 2822.64 ms [2020-12-23 03:18:35 main:581] : INFO : Epoch 852 | loss: 0.0312038 | val_loss: 0.0312023 | Time: 2816.62 ms [2020-12-23 03:18:37 main:581] : INFO : Epoch 853 | loss: 0.0312028 | val_loss: 0.0312017 | Time: 2799.67 ms [2020-12-23 03:18:40 main:581] : INFO : Epoch 854 | loss: 0.0312035 | val_loss: 0.0312024 | Time: 2814.34 ms [2020-12-23 03:18:43 main:581] : INFO : Epoch 855 | loss: 0.0312035 | val_loss: 0.0312021 | Time: 2807.54 ms [2020-12-23 03:18:46 main:581] : INFO : Epoch 856 | loss: 0.031204 | val_loss: 0.031203 | Time: 2804.71 ms [2020-12-23 03:18:49 main:581] : INFO : Epoch 857 | loss: 0.0312033 | val_loss: 0.0312022 | Time: 2810.3 ms [2020-12-23 03:18:52 main:581] : INFO : Epoch 858 | loss: 0.0312036 | val_loss: 0.0312046 | Time: 2811.24 ms [2020-12-23 03:18:54 main:581] : INFO : Epoch 859 | loss: 0.0312058 | val_loss: 0.0312053 | Time: 2810.57 ms [2020-12-23 03:18:57 main:581] : INFO : Epoch 860 | loss: 0.0312035 | val_loss: 0.0312069 | Time: 2807.89 ms [2020-12-23 03:19:00 main:581] : INFO : Epoch 861 | loss: 0.031204 | val_loss: 0.0312022 | Time: 2836.89 ms [2020-12-23 03:19:03 main:581] : INFO : Epoch 862 | loss: 0.0312033 | val_loss: 0.0312009 | Time: 2809.07 ms [2020-12-23 03:19:06 main:581] : INFO : Epoch 863 | loss: 0.0312037 | val_loss: 0.0312017 | Time: 2808.2 ms [2020-12-23 03:19:08 main:581] : INFO : Epoch 864 | loss: 0.0312031 | val_loss: 0.0312018 | Time: 2809.26 ms [2020-12-23 03:19:11 main:581] : INFO : Epoch 865 | loss: 0.0312033 | val_loss: 0.0312015 | Time: 2814.48 ms [2020-12-23 03:19:14 main:581] : INFO : Epoch 866 | loss: 0.031203 | val_loss: 0.0312013 | Time: 2815.83 ms [2020-12-23 03:19:17 main:581] : INFO : Epoch 867 | loss: 0.0312029 | val_loss: 0.0312019 | Time: 2800.67 ms [2020-12-23 03:19:20 main:581] : INFO : Epoch 868 | loss: 0.0312025 | val_loss: 0.0312035 | Time: 2809.32 ms [2020-12-23 03:19:22 main:581] : INFO : Epoch 869 | loss: 0.0312037 | val_loss: 0.0312012 | Time: 2804 ms [2020-12-23 03:19:25 main:581] : INFO : Epoch 870 | loss: 0.0312058 | val_loss: 0.0312043 | Time: 2806.31 ms [2020-12-23 03:19:28 main:581] : INFO : Epoch 871 | loss: 0.031203 | val_loss: 0.0312012 | Time: 2799.36 ms [2020-12-23 03:19:31 main:581] : INFO : Epoch 872 | loss: 0.0312042 | val_loss: 0.0312011 | Time: 2827.72 ms [2020-12-23 03:19:34 main:581] : INFO : Epoch 873 | loss: 0.031203 | val_loss: 0.0312013 | Time: 2809.91 ms [2020-12-23 03:19:37 main:581] : INFO : Epoch 874 | loss: 0.0312034 | val_loss: 0.0312029 | Time: 2810.14 ms [2020-12-23 03:19:39 main:581] : INFO : Epoch 875 | loss: 0.0312054 | val_loss: 0.031203 | Time: 2802.46 ms [2020-12-23 03:19:42 main:581] : INFO : Epoch 876 | loss: 0.0312042 | val_loss: 0.0312015 | Time: 2808.06 ms [2020-12-23 03:19:45 main:581] : INFO : Epoch 877 | loss: 0.031204 | val_loss: 0.031202 | Time: 2807.93 ms [2020-12-23 03:19:48 main:581] : INFO : Epoch 878 | loss: 0.031203 | val_loss: 0.0312015 | Time: 2810.53 ms [2020-12-23 03:19:51 main:581] : INFO : Epoch 879 | loss: 0.0312027 | val_loss: 0.0312009 | Time: 2808.14 ms [2020-12-23 03:19:53 main:581] : INFO : Epoch 880 | loss: 0.0312032 | val_loss: 0.0312021 | Time: 2807.5 ms [2020-12-23 03:19:56 main:581] : INFO : Epoch 881 | loss: 0.031203 | val_loss: 0.0312007 | Time: 2805.02 ms [2020-12-23 03:19:59 main:581] : INFO : Epoch 882 | loss: 0.0312024 | val_loss: 0.031202 | Time: 2802.22 ms [2020-12-23 03:20:02 main:581] : INFO : Epoch 883 | loss: 0.0312029 | val_loss: 0.0312008 | Time: 2847.63 ms [2020-12-23 03:20:05 main:581] : INFO : Epoch 884 | loss: 0.0312033 | val_loss: 0.0312009 | Time: 2804.06 ms [2020-12-23 03:20:07 main:581] : INFO : Epoch 885 | loss: 0.0312026 | val_loss: 0.0312007 | Time: 2798.31 ms [2020-12-23 03:20:10 main:581] : INFO : Epoch 886 | loss: 0.0312029 | val_loss: 0.0312009 | Time: 2802.42 ms [2020-12-23 03:20:13 main:581] : INFO : Epoch 887 | loss: 0.0312035 | val_loss: 0.0312051 | Time: 2807.06 ms [2020-12-23 03:20:16 main:581] : INFO : Epoch 888 | loss: 0.0312045 | val_loss: 0.0312059 | Time: 2801.24 ms [2020-12-23 03:20:19 main:581] : INFO : Epoch 889 | loss: 0.0312063 | val_loss: 0.0312021 | Time: 2804.97 ms [2020-12-23 03:20:21 main:581] : INFO : Epoch 890 | loss: 0.0312032 | val_loss: 0.0312024 | Time: 2804.13 ms [2020-12-23 03:20:24 main:581] : INFO : Epoch 891 | loss: 0.0312028 | val_loss: 0.0312017 | Time: 2801.13 ms [2020-12-23 03:20:27 main:581] : INFO : Epoch 892 | loss: 0.0312022 | val_loss: 0.0312009 | Time: 2804.06 ms [2020-12-23 03:20:30 main:581] : INFO : Epoch 893 | loss: 0.0312056 | val_loss: 0.0312018 | Time: 2816.27 ms [2020-12-23 03:20:33 main:581] : INFO : Epoch 894 | loss: 0.0312037 | val_loss: 0.0312027 | Time: 2806.13 ms [2020-12-23 03:20:35 main:581] : INFO : Epoch 895 | loss: 0.0312028 | val_loss: 0.0312008 | Time: 2808.75 ms [2020-12-23 03:20:38 main:581] : INFO : Epoch 896 | loss: 0.0312032 | val_loss: 0.0312044 | Time: 2805.09 ms [2020-12-23 03:20:41 main:581] : INFO : Epoch 897 | loss: 0.0312046 | val_loss: 0.0312022 | Time: 2799.28 ms [2020-12-23 03:20:44 main:581] : INFO : Epoch 898 | loss: 0.0312024 | val_loss: 0.0312008 | Time: 2801.69 ms [2020-12-23 03:20:47 main:581] : INFO : Epoch 899 | loss: 0.0312026 | val_loss: 0.0312009 | Time: 2808.68 ms [2020-12-23 03:20:50 main:581] : INFO : Epoch 900 | loss: 0.0312035 | val_loss: 0.0312018 | Time: 2810.44 ms [2020-12-23 03:20:52 main:581] : INFO : Epoch 901 | loss: 0.0312032 | val_loss: 0.0312009 | Time: 2810.18 ms [2020-12-23 03:20:55 main:581] : INFO : Epoch 902 | loss: 0.0312042 | val_loss: 0.0312008 | Time: 2810.32 ms [2020-12-23 03:20:58 main:581] : INFO : Epoch 903 | loss: 0.0312026 | val_loss: 0.0312008 | Time: 2808.67 ms [2020-12-23 03:21:01 main:581] : INFO : Epoch 904 | loss: 0.0312027 | val_loss: 0.0312006 | Time: 2856.73 ms [2020-12-23 03:21:04 main:581] : INFO : Epoch 905 | loss: 0.0312032 | val_loss: 0.0312013 | Time: 2809.28 ms [2020-12-23 03:21:06 main:581] : INFO : Epoch 906 | loss: 0.0312021 | val_loss: 0.031201 | Time: 2811.61 ms [2020-12-23 03:21:09 main:581] : INFO : Epoch 907 | loss: 0.0312039 | val_loss: 0.0312032 | Time: 2809.8 ms [2020-12-23 03:21:12 main:581] : INFO : Epoch 908 | loss: 0.0312033 | val_loss: 0.0312036 | Time: 2811.63 ms [2020-12-23 03:21:15 main:581] : INFO : Epoch 909 | loss: 0.031203 | val_loss: 0.0312009 | Time: 2808.24 ms [2020-12-23 03:21:18 main:581] : INFO : Epoch 910 | loss: 0.0312027 | val_loss: 0.0312012 | Time: 2805.76 ms [2020-12-23 03:21:20 main:581] : INFO : Epoch 911 | loss: 0.0312028 | val_loss: 0.031201 | Time: 2799.99 ms [2020-12-23 03:21:23 main:581] : INFO : Epoch 912 | loss: 0.0312049 | val_loss: 0.0312021 | Time: 2811.17 ms [2020-12-23 03:21:26 main:581] : INFO : Epoch 913 | loss: 0.0312028 | val_loss: 0.0312009 | Time: 2813.85 ms [2020-12-23 03:21:29 main:581] : INFO : Epoch 914 | loss: 0.0312024 | val_loss: 0.0312019 | Time: 2808.37 ms [2020-12-23 03:21:32 main:581] : INFO : Epoch 915 | loss: 0.0312029 | val_loss: 0.0312008 | Time: 2834.83 ms [2020-12-23 03:21:35 main:581] : INFO : Epoch 916 | loss: 0.0312029 | val_loss: 0.0312027 | Time: 2806.22 ms [2020-12-23 03:21:37 main:581] : INFO : Epoch 917 | loss: 0.0312036 | val_loss: 0.0312019 | Time: 2812.83 ms [2020-12-23 03:21:40 main:581] : INFO : Epoch 918 | loss: 0.031204 | val_loss: 0.0312018 | Time: 2802.15 ms [2020-12-23 03:21:43 main:581] : INFO : Epoch 919 | loss: 0.0312057 | val_loss: 0.0312021 | Time: 2812.58 ms [2020-12-23 03:21:46 main:581] : INFO : Epoch 920 | loss: 0.031204 | val_loss: 0.0312009 | Time: 2811.3 ms [2020-12-23 03:21:49 main:581] : INFO : Epoch 921 | loss: 0.0312024 | val_loss: 0.0312027 | Time: 2803.29 ms [2020-12-23 03:21:51 main:581] : INFO : Epoch 922 | loss: 0.0312031 | val_loss: 0.0312015 | Time: 2803.33 ms [2020-12-23 03:21:54 main:581] : INFO : Epoch 923 | loss: 0.0312054 | val_loss: 0.031214 | Time: 2811.03 ms [2020-12-23 03:21:57 main:581] : INFO : Epoch 924 | loss: 0.0312096 | val_loss: 0.0312032 | Time: 2807.41 ms [2020-12-23 03:22:00 main:581] : INFO : Epoch 925 | loss: 0.0312052 | val_loss: 0.0312026 | Time: 2827.14 ms [2020-12-23 03:22:03 main:581] : INFO : Epoch 926 | loss: 0.0312031 | val_loss: 0.0312013 | Time: 2810.29 ms [2020-12-23 03:22:05 main:581] : INFO : Epoch 927 | loss: 0.0312027 | val_loss: 0.0312032 | Time: 2801.79 ms [2020-12-23 03:22:08 main:581] : INFO : Epoch 928 | loss: 0.0312026 | val_loss: 0.0312011 | Time: 2813.59 ms [2020-12-23 03:22:11 main:581] : INFO : Epoch 929 | loss: 0.0312031 | val_loss: 0.0312016 | Time: 2804.22 ms [2020-12-23 03:22:14 main:581] : INFO : Epoch 930 | loss: 0.0312041 | val_loss: 0.0312055 | Time: 2799.69 ms [2020-12-23 03:22:17 main:581] : INFO : Epoch 931 | loss: 0.0312028 | val_loss: 0.0312012 | Time: 2809.62 ms [2020-12-23 03:22:19 main:581] : INFO : Epoch 932 | loss: 0.0312023 | val_loss: 0.0312013 | Time: 2805.61 ms [2020-12-23 03:22:22 main:581] : INFO : Epoch 933 | loss: 0.0312025 | val_loss: 0.0312012 | Time: 2805.35 ms [2020-12-23 03:22:25 main:581] : INFO : Epoch 934 | loss: 0.0312026 | val_loss: 0.0312012 | Time: 2807.1 ms [2020-12-23 03:22:28 main:581] : INFO : Epoch 935 | loss: 0.0312033 | val_loss: 0.0312011 | Time: 2801.3 ms [2020-12-23 03:22:31 main:581] : INFO : Epoch 936 | loss: 0.0312028 | val_loss: 0.0312033 | Time: 2829.52 ms [2020-12-23 03:22:34 main:581] : INFO : Epoch 937 | loss: 0.0312041 | val_loss: 0.0312017 | Time: 2801.83 ms [2020-12-23 03:22:36 main:581] : INFO : Epoch 938 | loss: 0.0312025 | val_loss: 0.0312012 | Time: 2804.62 ms [2020-12-23 03:22:39 main:581] : INFO : Epoch 939 | loss: 0.0312033 | val_loss: 0.0312032 | Time: 2809.5 ms [2020-12-23 03:22:42 main:581] : INFO : Epoch 940 | loss: 0.0312033 | val_loss: 0.0312022 | Time: 2809.7 ms [2020-12-23 03:22:45 main:581] : INFO : Epoch 941 | loss: 0.0312036 | val_loss: 0.0312025 | Time: 2810.45 ms [2020-12-23 03:22:48 main:581] : INFO : Epoch 942 | loss: 0.0312031 | val_loss: 0.0312008 | Time: 2811.01 ms [2020-12-23 03:22:50 main:581] : INFO : Epoch 943 | loss: 0.0312028 | val_loss: 0.0312023 | Time: 2798.85 ms [2020-12-23 03:22:53 main:581] : INFO : Epoch 944 | loss: 0.0312058 | val_loss: 0.0312027 | Time: 2807.4 ms [2020-12-23 03:22:56 main:581] : INFO : Epoch 945 | loss: 0.0312037 | val_loss: 0.031202 | Time: 2803.79 ms [2020-12-23 03:22:59 main:581] : INFO : Epoch 946 | loss: 0.0312034 | val_loss: 0.0312029 | Time: 2809.08 ms [2020-12-23 03:23:02 main:581] : INFO : Epoch 947 | loss: 0.0312031 | val_loss: 0.0312023 | Time: 2854.51 ms [2020-12-23 03:23:04 main:581] : INFO : Epoch 948 | loss: 0.0312028 | val_loss: 0.0312024 | Time: 2812.45 ms [2020-12-23 03:23:07 main:581] : INFO : Epoch 949 | loss: 0.031203 | val_loss: 0.0312018 | Time: 2810.24 ms [2020-12-23 03:23:10 main:581] : INFO : Epoch 950 | loss: 0.0312029 | val_loss: 0.0312015 | Time: 2810.71 ms [2020-12-23 03:23:13 main:581] : INFO : Epoch 951 | loss: 0.0312023 | val_loss: 0.0312014 | Time: 2808.33 ms [2020-12-23 03:23:16 main:581] : INFO : Epoch 952 | loss: 0.0312023 | val_loss: 0.0312023 | Time: 2811.06 ms [2020-12-23 03:23:19 main:581] : INFO : Epoch 953 | loss: 0.0312028 | val_loss: 0.0312008 | Time: 2813.81 ms [2020-12-23 03:23:21 main:581] : INFO : Epoch 954 | loss: 0.0312051 | val_loss: 0.0312056 | Time: 2811.3 ms [2020-12-23 03:23:24 main:581] : INFO : Epoch 955 | loss: 0.0312059 | val_loss: 0.0312031 | Time: 2810.41 ms [2020-12-23 03:23:27 main:581] : INFO : Epoch 956 | loss: 0.0312029 | val_loss: 0.0312013 | Time: 2809.58 ms [2020-12-23 03:23:30 main:581] : INFO : Epoch 957 | loss: 0.031203 | val_loss: 0.0312022 | Time: 2821.25 ms [2020-12-23 03:23:33 main:581] : INFO : Epoch 958 | loss: 0.0312025 | val_loss: 0.0312013 | Time: 2808.18 ms [2020-12-23 03:23:35 main:581] : INFO : Epoch 959 | loss: 0.031203 | val_loss: 0.0312031 | Time: 2812.34 ms [2020-12-23 03:23:38 main:581] : INFO : Epoch 960 | loss: 0.031203 | val_loss: 0.0312034 | Time: 2812.13 ms [2020-12-23 03:23:41 main:581] : INFO : Epoch 961 | loss: 0.0312028 | val_loss: 0.0312018 | Time: 2809.75 ms [2020-12-23 03:23:44 main:581] : INFO : Epoch 962 | loss: 0.0312028 | val_loss: 0.0312013 | Time: 2811.58 ms [2020-12-23 03:23:47 main:581] : INFO : Epoch 963 | loss: 0.0312027 | val_loss: 0.0312026 | Time: 2811.59 ms [2020-12-23 03:23:49 main:581] : INFO : Epoch 964 | loss: 0.0312034 | val_loss: 0.031201 | Time: 2808.98 ms [2020-12-23 03:23:52 main:581] : INFO : Epoch 965 | loss: 0.0312062 | val_loss: 0.0312027 | Time: 2808.07 ms [2020-12-23 03:23:55 main:581] : INFO : Epoch 966 | loss: 0.0312031 | val_loss: 0.0312078 | Time: 2802.91 ms [2020-12-23 03:23:58 main:581] : INFO : Epoch 967 | loss: 0.0312038 | val_loss: 0.0312023 | Time: 2812.44 ms [2020-12-23 03:24:01 main:581] : INFO : Epoch 968 | loss: 0.0312033 | val_loss: 0.0312012 | Time: 2849.58 ms [2020-12-23 03:24:04 main:581] : INFO : Epoch 969 | loss: 0.0312022 | val_loss: 0.031201 | Time: 2810.68 ms [2020-12-23 03:24:06 main:581] : INFO : Epoch 970 | loss: 0.0312018 | val_loss: 0.0312008 | Time: 2816.35 ms [2020-12-23 03:24:09 main:581] : INFO : Epoch 971 | loss: 0.0312025 | val_loss: 0.0312019 | Time: 2808.71 ms [2020-12-23 03:24:12 main:581] : INFO : Epoch 972 | loss: 0.0312048 | val_loss: 0.0312021 | Time: 2805.96 ms [2020-12-23 03:24:15 main:581] : INFO : Epoch 973 | loss: 0.0312033 | val_loss: 0.031203 | Time: 2805.68 ms [2020-12-23 03:24:18 main:581] : INFO : Epoch 974 | loss: 0.0312044 | val_loss: 0.0312094 | Time: 2808.77 ms [2020-12-23 03:24:20 main:581] : INFO : Epoch 975 | loss: 0.0312067 | val_loss: 0.0312039 | Time: 2799.14 ms [2020-12-23 03:24:23 main:581] : INFO : Epoch 976 | loss: 0.0312138 | val_loss: 0.0312071 | Time: 2810.51 ms [2020-12-23 03:24:26 main:581] : INFO : Epoch 977 | loss: 0.0312055 | val_loss: 0.0312032 | Time: 2813.55 ms [2020-12-23 03:24:29 main:581] : INFO : Epoch 978 | loss: 0.0312034 | val_loss: 0.0312027 | Time: 2797.57 ms [2020-12-23 03:24:32 main:581] : INFO : Epoch 979 | loss: 0.0312028 | val_loss: 0.0312014 | Time: 2832.51 ms [2020-12-23 03:24:34 main:581] : INFO : Epoch 980 | loss: 0.0312021 | val_loss: 0.0312011 | Time: 2810.58 ms [2020-12-23 03:24:37 main:581] : INFO : Epoch 981 | loss: 0.0312026 | val_loss: 0.0312039 | Time: 2811.05 ms [2020-12-23 03:24:40 main:581] : INFO : Epoch 982 | loss: 0.0312044 | val_loss: 0.0312014 | Time: 2807.67 ms [2020-12-23 03:24:43 main:581] : INFO : Epoch 983 | loss: 0.0312042 | val_loss: 0.0312013 | Time: 2813.62 ms [2020-12-23 03:24:46 main:581] : INFO : Epoch 984 | loss: 0.0312035 | val_loss: 0.0312025 | Time: 2813.58 ms [2020-12-23 03:24:49 main:581] : INFO : Epoch 985 | loss: 0.0312032 | val_loss: 0.0312019 | Time: 2811.43 ms [2020-12-23 03:24:51 main:581] : INFO : Epoch 986 | loss: 0.0312025 | val_loss: 0.0312013 | Time: 2810.36 ms [2020-12-23 03:24:54 main:581] : INFO : Epoch 987 | loss: 0.0312038 | val_loss: 0.0312037 | Time: 2813.2 ms [2020-12-23 03:24:57 main:581] : INFO : Epoch 988 | loss: 0.0312033 | val_loss: 0.0312023 | Time: 2811.65 ms [2020-12-23 03:25:00 main:581] : INFO : Epoch 989 | loss: 0.0312022 | val_loss: 0.0312027 | Time: 2828.17 ms [2020-12-23 03:25:03 main:581] : INFO : Epoch 990 | loss: 0.0312027 | val_loss: 0.0312024 | Time: 2813.01 ms [2020-12-23 03:25:05 main:581] : INFO : Epoch 991 | loss: 0.0312032 | val_loss: 0.0312009 | Time: 2812.01 ms [2020-12-23 03:25:08 main:581] : INFO : Epoch 992 | loss: 0.0312029 | val_loss: 0.0312017 | Time: 2809.72 ms [2020-12-23 03:25:11 main:581] : INFO : Epoch 993 | loss: 0.0312023 | val_loss: 0.0312012 | Time: 2806.07 ms [2020-12-23 03:25:14 main:581] : INFO : Epoch 994 | loss: 0.0312025 | val_loss: 0.031201 | Time: 2809.29 ms [2020-12-23 03:25:17 main:581] : INFO : Epoch 995 | loss: 0.031202 | val_loss: 0.0312014 | Time: 2811.62 ms [2020-12-23 03:25:19 main:581] : INFO : Epoch 996 | loss: 0.0312023 | val_loss: 0.0312009 | Time: 2811.57 ms [2020-12-23 03:25:22 main:581] : INFO : Epoch 997 | loss: 0.0312021 | val_loss: 0.0312004 | Time: 2810.35 ms [2020-12-23 03:25:25 main:581] : INFO : Epoch 998 | loss: 0.0312021 | val_loss: 0.0312006 | Time: 2796.06 ms [2020-12-23 03:25:28 main:581] : INFO : Epoch 999 | loss: 0.031202 | val_loss: 0.031201 | Time: 2811.91 ms [2020-12-23 03:25:31 main:581] : INFO : Epoch 1000 | loss: 0.0312021 | val_loss: 0.0312013 | Time: 2817.23 ms [2020-12-23 03:25:34 main:581] : INFO : Epoch 1001 | loss: 0.0312033 | val_loss: 0.0312029 | Time: 2799.97 ms [2020-12-23 03:25:36 main:581] : INFO : Epoch 1002 | loss: 0.0312027 | val_loss: 0.0312011 | Time: 2809.1 ms [2020-12-23 03:25:39 main:581] : INFO : Epoch 1003 | loss: 0.0312044 | val_loss: 0.0312031 | Time: 2806.11 ms [2020-12-23 03:25:42 main:581] : INFO : Epoch 1004 | loss: 0.031205 | val_loss: 0.0312051 | Time: 2804.17 ms [2020-12-23 03:25:45 main:581] : INFO : Epoch 1005 | loss: 0.0312055 | val_loss: 0.0312013 | Time: 2805.23 ms [2020-12-23 03:25:48 main:581] : INFO : Epoch 1006 | loss: 0.0312031 | val_loss: 0.0312012 | Time: 2805.48 ms [2020-12-23 03:25:50 main:581] : INFO : Epoch 1007 | loss: 0.0312028 | val_loss: 0.0312039 | Time: 2804.78 ms [2020-12-23 03:25:53 main:581] : INFO : Epoch 1008 | loss: 0.0312041 | val_loss: 0.0312039 | Time: 2805.49 ms [2020-12-23 03:25:56 main:581] : INFO : Epoch 1009 | loss: 0.0312043 | val_loss: 0.0312017 | Time: 2805.63 ms [2020-12-23 03:25:59 main:581] : INFO : Epoch 1010 | loss: 0.0312027 | val_loss: 0.031202 | Time: 2805.69 ms [2020-12-23 03:26:02 main:581] : INFO : Epoch 1011 | loss: 0.0312022 | val_loss: 0.0312025 | Time: 2850.01 ms [2020-12-23 03:26:04 main:581] : INFO : Epoch 1012 | loss: 0.0312025 | val_loss: 0.0312009 | Time: 2806.67 ms [2020-12-23 03:26:07 main:581] : INFO : Epoch 1013 | loss: 0.0312033 | val_loss: 0.0312035 | Time: 2800.77 ms [2020-12-23 03:26:10 main:581] : INFO : Epoch 1014 | loss: 0.0312032 | val_loss: 0.0312021 | Time: 2796.67 ms [2020-12-23 03:26:13 main:581] : INFO : Epoch 1015 | loss: 0.031203 | val_loss: 0.0312038 | Time: 2805.08 ms [2020-12-23 03:26:16 main:581] : INFO : Epoch 1016 | loss: 0.0312024 | val_loss: 0.031202 | Time: 2805.27 ms [2020-12-23 03:26:18 main:581] : INFO : Epoch 1017 | loss: 0.0312024 | val_loss: 0.0312013 | Time: 2802.24 ms [2020-12-23 03:26:21 main:581] : INFO : Epoch 1018 | loss: 0.0312024 | val_loss: 0.0312016 | Time: 2804.25 ms [2020-12-23 03:26:24 main:581] : INFO : Epoch 1019 | loss: 0.0312056 | val_loss: 0.0312047 | Time: 2802.8 ms [2020-12-23 03:26:27 main:581] : INFO : Epoch 1020 | loss: 0.0312043 | val_loss: 0.0312031 | Time: 2803.86 ms [2020-12-23 03:26:30 main:581] : INFO : Epoch 1021 | loss: 0.0312064 | val_loss: 0.0312023 | Time: 2812.97 ms [2020-12-23 03:26:32 main:581] : INFO : Epoch 1022 | loss: 0.0312026 | val_loss: 0.0312007 | Time: 2804.98 ms [2020-12-23 03:26:35 main:581] : INFO : Epoch 1023 | loss: 0.0312031 | val_loss: 0.0312043 | Time: 2801.96 ms [2020-12-23 03:26:38 main:581] : INFO : Epoch 1024 | loss: 0.0312052 | val_loss: 0.0312046 | Time: 2814.33 ms [2020-12-23 03:26:38 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312046 [2020-12-23 03:26:38 main:610] : INFO : Saving end state to config to file [2020-12-23 03:26:38 main:615] : INFO : Success, exiting.. 03:26:38 (2484041): 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)