Task 3748729
| Name | ParityMachine-1605455181-25231-14_0 |
| Workunit | 1926629 |
| Created | 21 Jan 2021, 8:55:25 UTC |
| Sent | 21 Jan 2021, 11:59:54 UTC |
| Report deadline | 28 Jan 2021, 11:59:54 UTC |
| Received | 21 Jan 2021, 13:46:33 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2880 |
| Run time | 38 min 21 sec |
| CPU time | 36 min 30 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 6,467.44 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.64 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 514 | loss: 0.0312061 | val_loss: 0.0312094 | Time: 2161.29 ms [2021-01-21 04:26:58 main:574] : INFO : Epoch 515 | loss: 0.0312071 | val_loss: 0.0312121 | Time: 2196.89 ms [2021-01-21 04:27:00 main:574] : INFO : Epoch 516 | loss: 0.0312074 | val_loss: 0.0312118 | Time: 2157.13 ms [2021-01-21 04:27:02 main:574] : INFO : Epoch 517 | loss: 0.0312069 | val_loss: 0.0312097 | Time: 2169.43 ms [2021-01-21 04:27:04 main:574] : INFO : Epoch 518 | loss: 0.0312072 | val_loss: 0.0312099 | Time: 2161.49 ms [2021-01-21 04:27:07 main:574] : INFO : Epoch 519 | loss: 0.0312082 | val_loss: 0.0312095 | Time: 2182.4 ms [2021-01-21 04:27:09 main:574] : INFO : Epoch 520 | loss: 0.0312078 | val_loss: 0.0312103 | Time: 2150.25 ms [2021-01-21 04:27:11 main:574] : INFO : Epoch 521 | loss: 0.0312082 | val_loss: 0.0312122 | Time: 2149.06 ms [2021-01-21 04:27:13 main:574] : INFO : Epoch 522 | loss: 0.0312091 | val_loss: 0.0312116 | Time: 2148.95 ms [2021-01-21 04:27:15 main:574] : INFO : Epoch 523 | loss: 0.031211 | val_loss: 0.0312129 | Time: 2162.2 ms [2021-01-21 04:27:17 main:574] : INFO : Epoch 524 | loss: 0.0312113 | val_loss: 0.0312099 | Time: 2150.01 ms [2021-01-21 04:27:20 main:574] : INFO : Epoch 525 | loss: 0.0312094 | val_loss: 0.0312125 | Time: 2167.57 ms [2021-01-21 04:27:22 main:574] : INFO : Epoch 526 | loss: 0.0312121 | val_loss: 0.0312139 | Time: 2149.92 ms [2021-01-21 04:27:24 main:574] : INFO : Epoch 527 | loss: 0.0312124 | val_loss: 0.0312146 | Time: 2165.35 ms [2021-01-21 04:27:26 main:574] : INFO : Epoch 528 | loss: 0.0312138 | val_loss: 0.031214 | Time: 2184.82 ms [2021-01-21 04:27:28 main:574] : INFO : Epoch 529 | loss: 0.0312132 | val_loss: 0.0312137 | Time: 2151.58 ms [2021-01-21 04:27:30 main:574] : INFO : Epoch 530 | loss: 0.0312128 | val_loss: 0.0312141 | Time: 2173.23 ms [2021-01-21 04:27:33 main:574] : INFO : Epoch 531 | loss: 0.0312123 | val_loss: 0.0312144 | Time: 2169.69 ms [2021-01-21 04:27:35 main:574] : INFO : Epoch 532 | loss: 0.0312119 | val_loss: 0.0312142 | Time: 2203.59 ms [2021-01-21 04:27:37 main:574] : INFO : Epoch 533 | loss: 0.0312117 | val_loss: 0.0312128 | Time: 2168.48 ms [2021-01-21 04:27:39 main:574] : INFO : Epoch 534 | loss: 0.0312116 | val_loss: 0.0312139 | Time: 2166.84 ms [2021-01-21 04:27:41 main:574] : INFO : Epoch 535 | loss: 0.0312118 | val_loss: 0.0312122 | Time: 2187.28 ms [2021-01-21 04:27:44 main:574] : INFO : Epoch 536 | loss: 0.031211 | val_loss: 0.031213 | Time: 2158.95 ms [2021-01-21 04:27:46 main:574] : INFO : Epoch 537 | loss: 0.0312114 | val_loss: 0.0312132 | Time: 2174.56 ms [2021-01-21 04:27:48 main:574] : INFO : Epoch 538 | loss: 0.0312113 | val_loss: 0.0312127 | Time: 2212.96 ms [2021-01-21 04:27:50 main:574] : INFO : Epoch 539 | loss: 0.0312109 | val_loss: 0.0312124 | Time: 2186.07 ms [2021-01-21 04:27:53 main:574] : INFO : Epoch 540 | loss: 0.0312105 | val_loss: 0.0312132 | Time: 2178.37 ms [2021-01-21 04:27:55 main:574] : INFO : Epoch 541 | loss: 0.0312126 | val_loss: 0.0312131 | Time: 2173.53 ms [2021-01-21 04:27:57 main:574] : INFO : Epoch 542 | loss: 0.0312113 | val_loss: 0.031212 | Time: 2134.58 ms [2021-01-21 04:27:59 main:574] : INFO : Epoch 543 | loss: 0.0312109 | val_loss: 0.031212 | Time: 2185.84 ms [2021-01-21 04:28:01 main:574] : INFO : Epoch 544 | loss: 0.0312103 | val_loss: 0.0312132 | Time: 2186.33 ms [2021-01-21 04:28:03 main:574] : INFO : Epoch 545 | loss: 0.0312114 | val_loss: 0.0312129 | Time: 2206.18 ms [2021-01-21 04:28:06 main:574] : INFO : Epoch 546 | loss: 0.0312105 | val_loss: 0.0312118 | Time: 2203.53 ms [2021-01-21 04:28:08 main:574] : INFO : Epoch 547 | loss: 0.0312101 | val_loss: 0.0312113 | Time: 2195.46 ms [2021-01-21 04:28:10 main:574] : INFO : Epoch 548 | loss: 0.0312098 | val_loss: 0.0312122 | Time: 2152.46 ms [2021-01-21 04:28:12 main:574] : INFO : Epoch 549 | loss: 0.0312102 | val_loss: 0.0312122 | Time: 2151.02 ms [2021-01-21 04:28:14 main:574] : INFO : Epoch 550 | loss: 0.0312106 | val_loss: 0.0312132 | Time: 2151.2 ms [2021-01-21 04:28:17 main:574] : INFO : Epoch 551 | loss: 0.0312113 | val_loss: 0.0312149 | Time: 2169.61 ms [2021-01-21 04:28:19 main:574] : INFO : Epoch 552 | loss: 0.0312107 | val_loss: 0.0312126 | Time: 2191.26 ms [2021-01-21 04:28:21 main:574] : INFO : Epoch 553 | loss: 0.0312113 | val_loss: 0.0312117 | Time: 2167.18 ms [2021-01-21 04:28:23 main:574] : INFO : Epoch 554 | loss: 0.0312111 | val_loss: 0.031213 | Time: 2204.35 ms [2021-01-21 04:28:25 main:574] : INFO : Epoch 555 | loss: 0.0312103 | val_loss: 0.0312125 | Time: 2154.75 ms [2021-01-21 04:28:28 main:574] : INFO : Epoch 556 | loss: 0.0312098 | val_loss: 0.0312113 | Time: 2207.37 ms [2021-01-21 04:28:30 main:574] : INFO : Epoch 557 | loss: 0.0312094 | val_loss: 0.0312117 | Time: 2164.34 ms [2021-01-21 04:28:32 main:574] : INFO : Epoch 558 | loss: 0.0312096 | val_loss: 0.0312126 | Time: 2192.34 ms [2021-01-21 04:28:34 main:574] : INFO : Epoch 559 | loss: 0.031209 | val_loss: 0.0312112 | Time: 2198.02 ms [2021-01-21 04:28:36 main:574] : INFO : Epoch 560 | loss: 0.0312093 | val_loss: 0.0312124 | Time: 2153.86 ms [2021-01-21 04:28:39 main:574] : INFO : Epoch 561 | loss: 0.0312101 | val_loss: 0.0312126 | Time: 2199.3 ms [2021-01-21 04:28:41 main:574] : INFO : Epoch 562 | loss: 0.0312099 | val_loss: 0.0312115 | Time: 2155.58 ms [2021-01-21 04:28:43 main:574] : INFO : Epoch 563 | loss: 0.0312091 | val_loss: 0.0312111 | Time: 2142.51 ms [2021-01-21 04:28:45 main:574] : INFO : Epoch 564 | loss: 0.0312094 | val_loss: 0.031212 | Time: 2164.06 ms [2021-01-21 04:28:47 main:574] : INFO : Epoch 565 | loss: 0.0312107 | val_loss: 0.0312203 | Time: 2176.73 ms [2021-01-21 04:28:50 main:574] : INFO : Epoch 566 | loss: 0.0312114 | val_loss: 0.0312123 | Time: 2213.51 ms [2021-01-21 04:28:52 main:574] : INFO : Epoch 567 | loss: 0.031209 | val_loss: 0.0312108 | Time: 2161.91 ms [2021-01-21 04:28:54 main:574] : INFO : Epoch 568 | loss: 0.0312104 | val_loss: 0.0312107 | Time: 2245.93 ms [2021-01-21 04:28:56 main:574] : INFO : Epoch 569 | loss: 0.03121 | val_loss: 0.031211 | Time: 2165.5 ms [2021-01-21 04:28:59 main:574] : INFO : Epoch 570 | loss: 0.0312087 | val_loss: 0.0312115 | Time: 2146.13 ms [2021-01-21 04:29:01 main:574] : INFO : Epoch 571 | loss: 0.0312088 | val_loss: 0.0312127 | Time: 2181.54 ms [2021-01-21 04:29:03 main:574] : INFO : Epoch 572 | loss: 0.0312091 | val_loss: 0.0312123 | Time: 2149.49 ms [2021-01-21 04:29:05 main:574] : INFO : Epoch 573 | loss: 0.0312098 | val_loss: 0.031214 | Time: 2181.17 ms [2021-01-21 04:29:07 main:574] : INFO : Epoch 574 | loss: 0.0312093 | val_loss: 0.0312107 | Time: 2159.72 ms [2021-01-21 04:29:09 main:574] : INFO : Epoch 575 | loss: 0.0312088 | val_loss: 0.031212 | Time: 2184.9 ms [2021-01-21 04:29:12 main:574] : INFO : Epoch 576 | loss: 0.0312096 | val_loss: 0.0312109 | Time: 2169.08 ms [2021-01-21 04:29:14 main:574] : INFO : Epoch 577 | loss: 0.0312085 | val_loss: 0.0312113 | Time: 2163.01 ms [2021-01-21 04:29:16 main:574] : INFO : Epoch 578 | loss: 0.0312095 | val_loss: 0.0312132 | Time: 2223.89 ms [2021-01-21 04:29:18 main:574] : INFO : Epoch 579 | loss: 0.0312109 | val_loss: 0.0312106 | Time: 2162.58 ms [2021-01-21 04:29:20 main:574] : INFO : Epoch 580 | loss: 0.03121 | val_loss: 0.0312148 | Time: 2207.79 ms [2021-01-21 04:29:23 main:574] : INFO : Epoch 581 | loss: 0.0312094 | val_loss: 0.031211 | Time: 2252.68 ms [2021-01-21 04:29:25 main:574] : INFO : Epoch 582 | loss: 0.031208 | val_loss: 0.0312126 | Time: 2154.96 ms [2021-01-21 04:29:27 main:574] : INFO : Epoch 583 | loss: 0.0312086 | val_loss: 0.0312104 | Time: 2241.46 ms [2021-01-21 04:29:29 main:574] : INFO : Epoch 584 | loss: 0.0312089 | val_loss: 0.0312104 | Time: 2148.73 ms [2021-01-21 04:29:32 main:574] : INFO : Epoch 585 | loss: 0.0312075 | val_loss: 0.0312098 | Time: 2164.61 ms [2021-01-21 04:29:34 main:574] : INFO : Epoch 586 | loss: 0.0312081 | val_loss: 0.0312123 | Time: 2139.11 ms [2021-01-21 04:29:36 main:574] : INFO : Epoch 587 | loss: 0.0312078 | val_loss: 0.0312099 | Time: 2189.55 ms [2021-01-21 04:29:38 main:574] : INFO : Epoch 588 | loss: 0.0312072 | val_loss: 0.0312107 | Time: 2230.51 ms [2021-01-21 04:29:40 main:574] : INFO : Epoch 589 | loss: 0.0312078 | val_loss: 0.0312119 | Time: 2156.89 ms [2021-01-21 04:29:43 main:574] : INFO : Epoch 590 | loss: 0.0312082 | val_loss: 0.03121 | Time: 2193.05 ms [2021-01-21 04:29:45 main:574] : INFO : Epoch 591 | loss: 0.0312077 | val_loss: 0.0312106 | Time: 2156.74 ms [2021-01-21 04:29:47 main:574] : INFO : Epoch 592 | loss: 0.0312093 | val_loss: 0.0312095 | Time: 2179.65 ms [2021-01-21 04:29:49 main:574] : INFO : Epoch 593 | loss: 0.0312075 | val_loss: 0.0312089 | Time: 2170.32 ms [2021-01-21 04:29:51 main:574] : INFO : Epoch 594 | loss: 0.0312067 | val_loss: 0.0312099 | Time: 2155.99 ms [2021-01-21 04:29:53 main:574] : INFO : Epoch 595 | loss: 0.0312066 | val_loss: 0.0312088 | Time: 2115.3 ms [2021-01-21 04:29:56 main:574] : INFO : Epoch 596 | loss: 0.031206 | val_loss: 0.0312085 | Time: 2160.12 ms [2021-01-21 04:29:58 main:574] : INFO : Epoch 597 | loss: 0.031207 | val_loss: 0.0312081 | Time: 2167.86 ms [2021-01-21 04:30:00 main:574] : INFO : Epoch 598 | loss: 0.0312065 | val_loss: 0.031208 | Time: 2186.24 ms [2021-01-21 04:30:02 main:574] : INFO : Epoch 599 | loss: 0.0312059 | val_loss: 0.0312081 | Time: 2150 ms [2021-01-21 04:30:04 main:574] : INFO : Epoch 600 | loss: 0.0312065 | val_loss: 0.0312101 | Time: 2159.56 ms [2021-01-21 04:30:07 main:574] : INFO : Epoch 601 | loss: 0.031206 | val_loss: 0.0312085 | Time: 2192.71 ms [2021-01-21 04:30:09 main:574] : INFO : Epoch 602 | loss: 0.0312062 | val_loss: 0.0312103 | Time: 2196.96 ms [2021-01-21 04:30:11 main:574] : INFO : Epoch 603 | loss: 0.0312058 | val_loss: 0.0312083 | Time: 2146.21 ms [2021-01-21 04:30:13 main:574] : INFO : Epoch 604 | loss: 0.0312056 | val_loss: 0.0312085 | Time: 2184.51 ms [2021-01-21 04:30:15 main:574] : INFO : Epoch 605 | loss: 0.0312059 | val_loss: 0.0312079 | Time: 2154.25 ms [2021-01-21 04:30:18 main:574] : INFO : Epoch 606 | loss: 0.0312055 | val_loss: 0.0312078 | Time: 2233.95 ms [2021-01-21 04:30:20 main:574] : INFO : Epoch 607 | loss: 0.0312058 | val_loss: 0.0312139 | Time: 2182.49 ms [2021-01-21 04:30:22 main:574] : INFO : Epoch 608 | loss: 0.0312065 | val_loss: 0.0312103 | Time: 2190.76 ms [2021-01-21 04:30:24 main:574] : INFO : Epoch 609 | loss: 0.0312056 | val_loss: 0.0312076 | Time: 2178.72 ms [2021-01-21 04:30:26 main:574] : INFO : Epoch 610 | loss: 0.0312051 | val_loss: 0.0312073 | Time: 2193.52 ms [2021-01-21 04:30:29 main:574] : INFO : Epoch 611 | loss: 0.0312057 | val_loss: 0.0312077 | Time: 2171.05 ms [2021-01-21 04:30:31 main:574] : INFO : Epoch 612 | loss: 0.0312055 | val_loss: 0.0312079 | Time: 2140.68 ms [2021-01-21 04:30:33 main:574] : INFO : Epoch 613 | loss: 0.0312066 | val_loss: 0.0312074 | Time: 2161.36 ms [2021-01-21 04:30:35 main:574] : INFO : Epoch 614 | loss: 0.0312055 | val_loss: 0.0312072 | Time: 2153.2 ms [2021-01-21 04:30:37 main:574] : INFO : Epoch 615 | loss: 0.0312054 | val_loss: 0.0312074 | Time: 2189.92 ms [2021-01-21 04:30:39 main:574] : INFO : Epoch 616 | loss: 0.0312053 | val_loss: 0.0312075 | Time: 2175.05 ms [2021-01-21 04:30:42 main:574] : INFO : Epoch 617 | loss: 0.0312052 | val_loss: 0.0312084 | Time: 2165.86 ms [2021-01-21 04:30:44 main:574] : INFO : Epoch 618 | loss: 0.031206 | val_loss: 0.0312133 | Time: 2156.9 ms [2021-01-21 04:30:46 main:574] : INFO : Epoch 619 | loss: 0.0312072 | val_loss: 0.0312086 | Time: 2209.81 ms [2021-01-21 04:30:48 main:574] : INFO : Epoch 620 | loss: 0.0312057 | val_loss: 0.0312089 | Time: 2316.24 ms [2021-01-21 04:30:51 main:574] : INFO : Epoch 621 | loss: 0.0312071 | val_loss: 0.0312119 | Time: 2177.04 ms [2021-01-21 04:30:53 main:574] : INFO : Epoch 622 | loss: 0.0312071 | val_loss: 0.0312114 | Time: 2160.12 ms [2021-01-21 04:30:55 main:574] : INFO : Epoch 623 | loss: 0.0312078 | val_loss: 0.0312087 | Time: 2162.99 ms [2021-01-21 04:30:57 main:574] : INFO : Epoch 624 | loss: 0.0312079 | val_loss: 0.03121 | Time: 2213.64 ms [2021-01-21 04:30:59 main:574] : INFO : Epoch 625 | loss: 0.0312066 | val_loss: 0.0312079 | Time: 2167.69 ms [2021-01-21 04:31:02 main:574] : INFO : Epoch 626 | loss: 0.0312059 | val_loss: 0.0312069 | Time: 2174.16 ms [2021-01-21 04:31:04 main:574] : INFO : Epoch 627 | loss: 0.0312052 | val_loss: 0.0312089 | Time: 2232.09 ms [2021-01-21 04:31:06 main:574] : INFO : Epoch 628 | loss: 0.0312062 | val_loss: 0.0312074 | Time: 2154.99 ms [2021-01-21 04:31:08 main:574] : INFO : Epoch 629 | loss: 0.0312056 | val_loss: 0.0312073 | Time: 2162.32 ms [2021-01-21 04:31:10 main:574] : INFO : Epoch 630 | loss: 0.0312064 | val_loss: 0.031207 | Time: 2154.95 ms [2021-01-21 04:31:12 main:574] : INFO : Epoch 631 | loss: 0.031205 | val_loss: 0.0312066 | Time: 2166.91 ms [2021-01-21 04:31:15 main:574] : INFO : Epoch 632 | loss: 0.031205 | val_loss: 0.0312092 | Time: 2166.88 ms [2021-01-21 04:31:17 main:574] : INFO : Epoch 633 | loss: 0.0312052 | val_loss: 0.0312073 | Time: 2156.71 ms [2021-01-21 04:31:19 main:574] : INFO : Epoch 634 | loss: 0.0312048 | val_loss: 0.0312067 | Time: 2180.97 ms [2021-01-21 04:31:21 main:574] : INFO : Epoch 635 | loss: 0.0312048 | val_loss: 0.031208 | Time: 2196.4 ms [2021-01-21 04:31:23 main:574] : INFO : Epoch 636 | loss: 0.0312056 | val_loss: 0.0312066 | Time: 2190.34 ms [2021-01-21 04:31:26 main:574] : INFO : Epoch 637 | loss: 0.0312049 | val_loss: 0.0312085 | Time: 2210.67 ms [2021-01-21 04:31:28 main:574] : INFO : Epoch 638 | loss: 0.0312053 | val_loss: 0.0312078 | Time: 2188.73 ms [2021-01-21 04:31:30 main:574] : INFO : Epoch 639 | loss: 0.0312061 | val_loss: 0.031207 | Time: 2168.41 ms [2021-01-21 04:31:32 main:574] : INFO : Epoch 640 | loss: 0.0312105 | val_loss: 0.0312102 | Time: 2160.93 ms [2021-01-21 04:31:34 main:574] : INFO : Epoch 641 | loss: 0.0312078 | val_loss: 0.0312094 | Time: 2148.25 ms [2021-01-21 04:31:37 main:574] : INFO : Epoch 642 | loss: 0.0312057 | val_loss: 0.03121 | Time: 2287.79 ms [2021-01-21 04:31:39 main:574] : INFO : Epoch 643 | loss: 0.0312051 | val_loss: 0.0312065 | Time: 2163.04 ms [2021-01-21 04:31:41 main:574] : INFO : Epoch 644 | loss: 0.0312055 | val_loss: 0.0312083 | Time: 2163.39 ms [2021-01-21 04:31:43 main:574] : INFO : Epoch 645 | loss: 0.031205 | val_loss: 0.031208 | Time: 2166.96 ms [2021-01-21 04:31:45 main:574] : INFO : Epoch 646 | loss: 0.0312072 | val_loss: 0.0312096 | Time: 2178.95 ms [2021-01-21 04:31:48 main:574] : INFO : Epoch 647 | loss: 0.0312149 | val_loss: 0.0312287 | Time: 2187.17 ms [2021-01-21 04:31:50 main:574] : INFO : Epoch 648 | loss: 0.031231 | val_loss: 0.0312246 | Time: 2153.62 ms [2021-01-21 04:31:52 main:574] : INFO : Epoch 649 | loss: 0.0312215 | val_loss: 0.0312228 | Time: 2170.25 ms [2021-01-21 04:31:54 main:574] : INFO : Epoch 650 | loss: 0.0312222 | val_loss: 0.0312227 | Time: 2241.59 ms [2021-01-21 04:31:57 main:574] : INFO : Epoch 651 | loss: 0.0312236 | val_loss: 0.0312251 | Time: 2227.55 ms [2021-01-21 04:31:59 main:574] : INFO : Epoch 652 | loss: 0.031229 | val_loss: 0.0312247 | Time: 2155.98 ms [2021-01-21 04:32:01 main:574] : INFO : Epoch 653 | loss: 0.0312278 | val_loss: 0.0312234 | Time: 2156.71 ms [2021-01-21 04:32:03 main:574] : INFO : Epoch 654 | loss: 0.0312257 | val_loss: 0.031224 | Time: 2255.89 ms [2021-01-21 04:32:05 main:574] : INFO : Epoch 655 | loss: 0.0312266 | val_loss: 0.0312216 | Time: 2156.22 ms [2021-01-21 04:32:08 main:574] : INFO : Epoch 656 | loss: 0.0312241 | val_loss: 0.0312222 | Time: 2271.89 ms [2021-01-21 04:32:10 main:574] : INFO : Epoch 657 | loss: 0.0312257 | val_loss: 0.0312216 | Time: 2176.71 ms [2021-01-21 04:32:12 main:574] : INFO : Epoch 658 | loss: 0.0312256 | val_loss: 0.0312236 | Time: 2182.87 ms [2021-01-21 04:32:14 main:574] : INFO : Epoch 659 | loss: 0.0312252 | val_loss: 0.0312218 | Time: 2176.32 ms [2021-01-21 04:32:16 main:574] : INFO : Epoch 660 | loss: 0.0312228 | val_loss: 0.0312189 | Time: 2228.7 ms [2021-01-21 04:32:19 main:574] : INFO : Epoch 661 | loss: 0.0312221 | val_loss: 0.0312203 | Time: 2183.96 ms [2021-01-21 04:32:21 main:574] : INFO : Epoch 662 | loss: 0.0312222 | val_loss: 0.0312203 | Time: 2193.4 ms [2021-01-21 04:32:23 main:574] : INFO : Epoch 663 | loss: 0.0312234 | val_loss: 0.0312178 | Time: 2175.62 ms [2021-01-21 04:32:25 main:574] : INFO : Epoch 664 | loss: 0.0312208 | val_loss: 0.0312194 | Time: 2238.51 ms [2021-01-21 04:32:27 main:574] : INFO : Epoch 665 | loss: 0.0312201 | val_loss: 0.0312179 | Time: 2168.2 ms [2021-01-21 04:32:30 main:574] : INFO : Epoch 666 | loss: 0.0312192 | val_loss: 0.0312175 | Time: 2199.59 ms [2021-01-21 04:32:32 main:574] : INFO : Epoch 667 | loss: 0.0312183 | val_loss: 0.0312153 | Time: 2156.97 ms [2021-01-21 04:32:34 main:574] : INFO : Epoch 668 | loss: 0.0312175 | val_loss: 0.0312165 | Time: 2177.24 ms [2021-01-21 04:32:36 main:574] : INFO : Epoch 669 | loss: 0.0312151 | val_loss: 0.0312148 | Time: 2152.38 ms [2021-01-21 04:32:38 main:574] : INFO : Epoch 670 | loss: 0.0312159 | val_loss: 0.0312142 | Time: 2153.91 ms [2021-01-21 04:32:41 main:574] : INFO : Epoch 671 | loss: 0.0312167 | val_loss: 0.031215 | Time: 2191.02 ms [2021-01-21 04:32:43 main:574] : INFO : Epoch 672 | loss: 0.031217 | val_loss: 0.031216 | Time: 2180.71 ms [2021-01-21 04:32:45 main:574] : INFO : Epoch 673 | loss: 0.0312146 | val_loss: 0.0312138 | Time: 2210.7 ms [2021-01-21 04:32:47 main:574] : INFO : Epoch 674 | loss: 0.0312137 | val_loss: 0.0312129 | Time: 2155.78 ms [2021-01-21 04:32:49 main:574] : INFO : Epoch 675 | loss: 0.0312139 | val_loss: 0.0312148 | Time: 2173.65 ms [2021-01-21 04:32:52 main:574] : INFO : Epoch 676 | loss: 0.0312152 | val_loss: 0.0312152 | Time: 2144.09 ms [2021-01-21 04:32:54 main:574] : INFO : Epoch 677 | loss: 0.0312138 | val_loss: 0.0312137 | Time: 2194.6 ms [2021-01-21 04:32:56 main:574] : INFO : Epoch 678 | loss: 0.0312132 | val_loss: 0.0312116 | Time: 2196.67 ms [2021-01-21 04:32:58 main:574] : INFO : Epoch 679 | loss: 0.0312131 | val_loss: 0.0312118 | Time: 2163.15 ms [2021-01-21 04:33:00 main:574] : INFO : Epoch 680 | loss: 0.0312127 | val_loss: 0.0312133 | Time: 2158.08 ms [2021-01-21 04:33:03 main:574] : INFO : Epoch 681 | loss: 0.0312143 | val_loss: 0.0312153 | Time: 2181.76 ms [2021-01-21 04:33:05 main:574] : INFO : Epoch 682 | loss: 0.0312135 | val_loss: 0.0312145 | Time: 2153.2 ms [2021-01-21 04:33:07 main:574] : INFO : Epoch 683 | loss: 0.0312137 | val_loss: 0.0312113 | Time: 2103.97 ms [2021-01-21 04:33:09 main:574] : INFO : Epoch 684 | loss: 0.0312134 | val_loss: 0.0312167 | Time: 2173.25 ms [2021-01-21 04:33:11 main:574] : INFO : Epoch 685 | loss: 0.0312138 | val_loss: 0.0312126 | Time: 2241.89 ms [2021-01-21 04:33:14 main:574] : INFO : Epoch 686 | loss: 0.0312128 | val_loss: 0.0312113 | Time: 2208.81 ms [2021-01-21 04:33:16 main:574] : INFO : Epoch 687 | loss: 0.0312116 | val_loss: 0.0312114 | Time: 2182.11 ms [2021-01-21 04:33:18 main:574] : INFO : Epoch 688 | loss: 0.0312123 | val_loss: 0.0312162 | Time: 2142.17 ms [2021-01-21 04:33:20 main:574] : INFO : Epoch 689 | loss: 0.0312131 | val_loss: 0.031212 | Time: 2150.46 ms [2021-01-21 04:33:22 main:574] : INFO : Epoch 690 | loss: 0.0312118 | val_loss: 0.0312119 | Time: 2198.88 ms [2021-01-21 04:33:24 main:574] : INFO : Epoch 691 | loss: 0.0312116 | val_loss: 0.0312114 | Time: 2191.17 ms [2021-01-21 04:33:27 main:574] : INFO : Epoch 692 | loss: 0.0312116 | val_loss: 0.0312104 | Time: 2143.01 ms [2021-01-21 04:33:29 main:574] : INFO : Epoch 693 | loss: 0.0312119 | val_loss: 0.0312103 | Time: 2167.14 ms [2021-01-21 04:33:31 main:574] : INFO : Epoch 694 | loss: 0.0312136 | val_loss: 0.0312133 | Time: 2137.16 ms [2021-01-21 04:33:33 main:574] : INFO : Epoch 695 | loss: 0.031215 | val_loss: 0.03122 | Time: 2180.94 ms [2021-01-21 04:33:35 main:574] : INFO : Epoch 696 | loss: 0.0312147 | val_loss: 0.0312119 | Time: 2145.79 ms [2021-01-21 04:33:37 main:574] : INFO : Epoch 697 | loss: 0.0312135 | val_loss: 0.0312127 | Time: 2171.55 ms [2021-01-21 04:33:40 main:574] : INFO : Epoch 698 | loss: 0.0312128 | val_loss: 0.0312134 | Time: 2144.77 ms [2021-01-21 04:33:42 main:574] : INFO : Epoch 699 | loss: 0.0312127 | val_loss: 0.0312121 | Time: 2156.2 ms [2021-01-21 04:33:44 main:574] : INFO : Epoch 700 | loss: 0.0312122 | val_loss: 0.0312114 | Time: 2136.23 ms [2021-01-21 04:33:46 main:574] : INFO : Epoch 701 | loss: 0.0312127 | val_loss: 0.0312114 | Time: 2203.99 ms [2021-01-21 04:33:48 main:574] : INFO : Epoch 702 | loss: 0.0312119 | val_loss: 0.0312101 | Time: 2199.27 ms [2021-01-21 04:33:51 main:574] : INFO : Epoch 703 | loss: 0.0312129 | val_loss: 0.031217 | Time: 2176.99 ms [2021-01-21 04:33:53 main:574] : INFO : Epoch 704 | loss: 0.0312132 | val_loss: 0.0312111 | Time: 2165.33 ms [2021-01-21 04:33:55 main:574] : INFO : Epoch 705 | loss: 0.0312109 | val_loss: 0.0312109 | Time: 2164.15 ms [2021-01-21 04:33:57 main:574] : INFO : Epoch 706 | loss: 0.0312119 | val_loss: 0.0312127 | Time: 2160.63 ms [2021-01-21 04:33:59 main:574] : INFO : Epoch 707 | loss: 0.0312117 | val_loss: 0.0312109 | Time: 2184.27 ms [2021-01-21 04:34:02 main:574] : INFO : Epoch 708 | loss: 0.0312114 | val_loss: 0.0312111 | Time: 2272.39 ms [2021-01-21 04:34:04 main:574] : INFO : Epoch 709 | loss: 0.0312116 | val_loss: 0.0312105 | Time: 2155.23 ms [2021-01-21 04:34:06 main:574] : INFO : Epoch 710 | loss: 0.0312117 | val_loss: 0.0312106 | Time: 2148.5 ms [2021-01-21 04:34:08 main:574] : INFO : Epoch 711 | loss: 0.0312111 | val_loss: 0.0312107 | Time: 2211.75 ms [2021-01-21 04:34:10 main:574] : INFO : Epoch 712 | loss: 0.031211 | val_loss: 0.0312159 | Time: 2157.6 ms [2021-01-21 04:34:13 main:574] : INFO : Epoch 713 | loss: 0.0312134 | val_loss: 0.0312147 | Time: 2183.82 ms [2021-01-21 04:34:15 main:574] : INFO : Epoch 714 | loss: 0.031212 | val_loss: 0.0312104 | Time: 2214.9 ms [2021-01-21 04:34:17 main:574] : INFO : Epoch 715 | loss: 0.0312104 | val_loss: 0.0312094 | Time: 2168.35 ms [2021-01-21 04:34:19 main:574] : INFO : Epoch 716 | loss: 0.0312128 | val_loss: 0.0312148 | Time: 2210.61 ms [2021-01-21 04:34:21 main:574] : INFO : Epoch 717 | loss: 0.0312155 | val_loss: 0.0312157 | Time: 2185.18 ms [2021-01-21 04:34:24 main:574] : INFO : Epoch 718 | loss: 0.0312188 | val_loss: 0.0312179 | Time: 2215 ms [2021-01-21 04:34:26 main:574] : INFO : Epoch 719 | loss: 0.031213 | val_loss: 0.0312128 | Time: 2161.22 ms [2021-01-21 04:34:28 main:574] : INFO : Epoch 720 | loss: 0.0312129 | val_loss: 0.0312148 | Time: 2199.08 ms [2021-01-21 04:34:30 main:574] : INFO : Epoch 721 | loss: 0.0312139 | val_loss: 0.0312128 | Time: 2176.74 ms [2021-01-21 04:34:33 main:574] : INFO : Epoch 722 | loss: 0.0312114 | val_loss: 0.0312122 | Time: 2196.04 ms [2021-01-21 04:34:35 main:574] : INFO : Epoch 723 | loss: 0.0312118 | val_loss: 0.0312131 | Time: 2169.87 ms [2021-01-21 04:34:37 main:574] : INFO : Epoch 724 | loss: 0.0312107 | val_loss: 0.0312113 | Time: 2169.1 ms [2021-01-21 04:34:39 main:574] : INFO : Epoch 725 | loss: 0.0312106 | val_loss: 0.0312142 | Time: 2268.38 ms [2021-01-21 04:34:41 main:574] : INFO : Epoch 726 | loss: 0.0312124 | val_loss: 0.0312191 | Time: 2230.43 ms [2021-01-21 04:34:44 main:574] : INFO : Epoch 727 | loss: 0.0312146 | val_loss: 0.0312142 | Time: 2294.62 ms [2021-01-21 04:34:46 main:574] : INFO : Epoch 728 | loss: 0.0312139 | val_loss: 0.0312124 | Time: 2209.94 ms [2021-01-21 04:34:48 main:574] : INFO : Epoch 729 | loss: 0.0312114 | val_loss: 0.031214 | Time: 2274.43 ms [2021-01-21 04:34:51 main:574] : INFO : Epoch 730 | loss: 0.0312125 | val_loss: 0.0312148 | Time: 2274.22 ms [2021-01-21 04:34:53 main:574] : INFO : Epoch 731 | loss: 0.0312123 | val_loss: 0.0312119 | Time: 2162.9 ms [2021-01-21 04:34:55 main:574] : INFO : Epoch 732 | loss: 0.031211 | val_loss: 0.0312111 | Time: 2193.36 ms [2021-01-21 04:34:57 main:574] : INFO : Epoch 733 | loss: 0.0312118 | val_loss: 0.0312147 | Time: 2139.38 ms [2021-01-21 04:34:59 main:574] : INFO : Epoch 734 | loss: 0.0312134 | val_loss: 0.0312124 | Time: 2220.99 ms [2021-01-21 04:35:02 main:574] : INFO : Epoch 735 | loss: 0.0312179 | val_loss: 0.0312164 | Time: 2168.5 ms [2021-01-21 04:35:04 main:574] : INFO : Epoch 736 | loss: 0.0312155 | val_loss: 0.0312128 | Time: 2177.42 ms [2021-01-21 04:35:06 main:574] : INFO : Epoch 737 | loss: 0.0312123 | val_loss: 0.0312117 | Time: 2308.6 ms [2021-01-21 04:35:08 main:574] : INFO : Epoch 738 | loss: 0.031213 | val_loss: 0.0312131 | Time: 2303.49 ms [2021-01-21 04:35:11 main:574] : INFO : Epoch 739 | loss: 0.0312117 | val_loss: 0.0312116 | Time: 2167.04 ms [2021-01-21 04:35:13 main:574] : INFO : Epoch 740 | loss: 0.0312116 | val_loss: 0.0312122 | Time: 2200.98 ms [2021-01-21 04:35:15 main:574] : INFO : Epoch 741 | loss: 0.031217 | val_loss: 0.0312158 | Time: 2225.03 ms [2021-01-21 04:35:17 main:574] : INFO : Epoch 742 | loss: 0.0312128 | val_loss: 0.031214 | Time: 2291.07 ms [2021-01-21 04:35:20 main:574] : INFO : Epoch 743 | loss: 0.0312115 | val_loss: 0.0312117 | Time: 2162.22 ms [2021-01-21 04:35:22 main:574] : INFO : Epoch 744 | loss: 0.0312125 | val_loss: 0.0312131 | Time: 2132.19 ms [2021-01-21 04:35:24 main:574] : INFO : Epoch 745 | loss: 0.0312124 | val_loss: 0.0312127 | Time: 2146.36 ms [2021-01-21 04:35:26 main:574] : INFO : Epoch 746 | loss: 0.0312107 | val_loss: 0.0312121 | Time: 2219.58 ms [2021-01-21 04:35:28 main:574] : INFO : Epoch 747 | loss: 0.0312105 | val_loss: 0.0312143 | Time: 2152.87 ms [2021-01-21 04:35:31 main:574] : INFO : Epoch 748 | loss: 0.0312108 | val_loss: 0.0312128 | Time: 2269.25 ms [2021-01-21 04:35:33 main:574] : INFO : Epoch 749 | loss: 0.0312104 | val_loss: 0.0312122 | Time: 2276.85 ms [2021-01-21 04:35:35 main:574] : INFO : Epoch 750 | loss: 0.0312101 | val_loss: 0.0312115 | Time: 2251.93 ms [2021-01-21 04:35:37 main:574] : INFO : Epoch 751 | loss: 0.03121 | val_loss: 0.0312113 | Time: 2276.19 ms [2021-01-21 04:35:40 main:574] : INFO : Epoch 752 | loss: 0.0312097 | val_loss: 0.0312129 | Time: 2134.55 ms [2021-01-21 04:35:42 main:574] : INFO : Epoch 753 | loss: 0.0312122 | val_loss: 0.0312111 | Time: 2260.7 ms [2021-01-21 04:35:44 main:574] : INFO : Epoch 754 | loss: 0.0312127 | val_loss: 0.031212 | Time: 2288.54 ms [2021-01-21 04:35:46 main:574] : INFO : Epoch 755 | loss: 0.0312128 | val_loss: 0.0312142 | Time: 2197.62 ms [2021-01-21 04:35:49 main:574] : INFO : Epoch 756 | loss: 0.0312104 | val_loss: 0.0312111 | Time: 2227.77 ms [2021-01-21 04:35:51 main:574] : INFO : Epoch 757 | loss: 0.0312101 | val_loss: 0.0312152 | Time: 2232.95 ms [2021-01-21 04:35:53 main:574] : INFO : Epoch 758 | loss: 0.0312131 | val_loss: 0.031211 | Time: 2253.54 ms [2021-01-21 04:35:55 main:574] : INFO : Epoch 759 | loss: 0.0312098 | val_loss: 0.0312108 | Time: 2212.01 ms [2021-01-21 04:35:58 main:574] : INFO : Epoch 760 | loss: 0.0312089 | val_loss: 0.0312115 | Time: 2314.46 ms [2021-01-21 04:36:00 main:574] : INFO : Epoch 761 | loss: 0.0312093 | val_loss: 0.0312106 | Time: 2187.39 ms [2021-01-21 04:36:02 main:574] : INFO : Epoch 762 | loss: 0.0312106 | val_loss: 0.0312118 | Time: 2130.36 ms [2021-01-21 04:36:04 main:574] : INFO : Epoch 763 | loss: 0.0312103 | val_loss: 0.0312111 | Time: 2302.01 ms [2021-01-21 04:36:07 main:574] : INFO : Epoch 764 | loss: 0.0312098 | val_loss: 0.0312114 | Time: 2169.67 ms [2021-01-21 04:36:09 main:574] : INFO : Epoch 765 | loss: 0.031211 | val_loss: 0.0312125 | Time: 2208.94 ms [2021-01-21 04:36:11 main:574] : INFO : Epoch 766 | loss: 0.0312096 | val_loss: 0.0312109 | Time: 2201.49 ms [2021-01-21 04:36:13 main:574] : INFO : Epoch 767 | loss: 0.0312092 | val_loss: 0.0312138 | Time: 2268.93 ms [2021-01-21 04:36:16 main:574] : INFO : Epoch 768 | loss: 0.0312094 | val_loss: 0.0312138 | Time: 2205.48 ms [2021-01-21 04:36:18 main:574] : INFO : Epoch 769 | loss: 0.031214 | val_loss: 0.0312109 | Time: 2226.31 ms [2021-01-21 04:36:20 main:574] : INFO : Epoch 770 | loss: 0.0312119 | val_loss: 0.0312182 | Time: 2182.77 ms [2021-01-21 04:36:22 main:574] : INFO : Epoch 771 | loss: 0.0312114 | val_loss: 0.0312106 | Time: 2198.79 ms [2021-01-21 04:36:25 main:574] : INFO : Epoch 772 | loss: 0.0312093 | val_loss: 0.0312133 | Time: 2235.61 ms [2021-01-21 04:36:27 main:574] : INFO : Epoch 773 | loss: 0.0312103 | val_loss: 0.0312105 | Time: 2234.27 ms [2021-01-21 04:36:29 main:574] : INFO : Epoch 774 | loss: 0.0312093 | val_loss: 0.0312117 | Time: 2192.45 ms [2021-01-21 04:36:31 main:574] : INFO : Epoch 775 | loss: 0.0312096 | val_loss: 0.0312107 | Time: 2176.24 ms [2021-01-21 04:36:34 main:574] : INFO : Epoch 776 | loss: 0.0312096 | val_loss: 0.0312141 | Time: 2184.49 ms [2021-01-21 04:36:36 main:574] : INFO : Epoch 777 | loss: 0.0312108 | val_loss: 0.0312118 | Time: 2297.86 ms [2021-01-21 04:36:38 main:574] : INFO : Epoch 778 | loss: 0.0312103 | val_loss: 0.0312108 | Time: 2175.58 ms [2021-01-21 04:36:40 main:574] : INFO : Epoch 779 | loss: 0.0312092 | val_loss: 0.0312116 | Time: 2227.76 ms [2021-01-21 04:36:43 main:574] : INFO : Epoch 780 | loss: 0.031211 | val_loss: 0.0312104 | Time: 2174.76 ms [2021-01-21 04:36:45 main:574] : INFO : Epoch 781 | loss: 0.0312095 | val_loss: 0.0312124 | Time: 2128.98 ms [2021-01-21 04:36:47 main:574] : INFO : Epoch 782 | loss: 0.0312097 | val_loss: 0.0312112 | Time: 2150.02 ms [2021-01-21 04:36:49 main:574] : INFO : Epoch 783 | loss: 0.0312097 | val_loss: 0.031213 | Time: 2135.95 ms [2021-01-21 04:36:51 main:574] : INFO : Epoch 784 | loss: 0.0312092 | val_loss: 0.0312115 | Time: 2263.92 ms [2021-01-21 04:36:54 main:574] : INFO : Epoch 785 | loss: 0.0312092 | val_loss: 0.0312091 | Time: 2251.48 ms [2021-01-21 04:36:56 main:574] : INFO : Epoch 786 | loss: 0.0312084 | val_loss: 0.0312105 | Time: 2154.25 ms [2021-01-21 04:36:58 main:574] : INFO : Epoch 787 | loss: 0.0312113 | val_loss: 0.0312161 | Time: 2166.29 ms [2021-01-21 04:37:00 main:574] : INFO : Epoch 788 | loss: 0.0312127 | val_loss: 0.0312152 | Time: 2255.58 ms [2021-01-21 04:37:02 main:574] : INFO : Epoch 789 | loss: 0.0312131 | val_loss: 0.03121 | Time: 2208.12 ms [2021-01-21 04:37:05 main:574] : INFO : Epoch 790 | loss: 0.0312108 | val_loss: 0.0312125 | Time: 2234.63 ms [2021-01-21 04:37:07 main:574] : INFO : Epoch 791 | loss: 0.0312103 | val_loss: 0.0312091 | Time: 2152.47 ms [2021-01-21 04:37:09 main:574] : INFO : Epoch 792 | loss: 0.0312086 | val_loss: 0.0312099 | Time: 2213.16 ms [2021-01-21 04:37:11 main:574] : INFO : Epoch 793 | loss: 0.0312083 | val_loss: 0.0312127 | Time: 2176.18 ms [2021-01-21 04:37:14 main:574] : INFO : Epoch 794 | loss: 0.0312088 | val_loss: 0.0312102 | Time: 2182.98 ms [2021-01-21 04:37:16 main:574] : INFO : Epoch 795 | loss: 0.0312086 | val_loss: 0.0312086 | Time: 2259.18 ms [2021-01-21 04:37:18 main:574] : INFO : Epoch 796 | loss: 0.0312088 | val_loss: 0.0312175 | Time: 2191.15 ms [2021-01-21 04:37:20 main:574] : INFO : Epoch 797 | loss: 0.0312114 | val_loss: 0.0312126 | Time: 2181.85 ms [2021-01-21 04:37:23 main:574] : INFO : Epoch 798 | loss: 0.0312123 | val_loss: 0.0312107 | Time: 2256.57 ms [2021-01-21 04:37:25 main:574] : INFO : Epoch 799 | loss: 0.0312095 | val_loss: 0.0312091 | Time: 2119.15 ms [2021-01-21 04:37:27 main:574] : INFO : Epoch 800 | loss: 0.0312086 | val_loss: 0.0312088 | Time: 2183.99 ms [2021-01-21 04:37:29 main:574] : INFO : Epoch 801 | loss: 0.0312085 | val_loss: 0.031212 | Time: 2261.93 ms [2021-01-21 04:37:31 main:574] : INFO : Epoch 802 | loss: 0.0312088 | val_loss: 0.0312087 | Time: 2166.96 ms [2021-01-21 04:37:34 main:574] : INFO : Epoch 803 | loss: 0.031209 | val_loss: 0.0312099 | Time: 2161.33 ms [2021-01-21 04:37:36 main:574] : INFO : Epoch 804 | loss: 0.0312105 | val_loss: 0.0312127 | Time: 2218.09 ms [2021-01-21 04:37:38 main:574] : INFO : Epoch 805 | loss: 0.0312098 | val_loss: 0.0312114 | Time: 2201.68 ms [2021-01-21 04:37:40 main:574] : INFO : Epoch 806 | loss: 0.031211 | val_loss: 0.0312138 | Time: 2299.93 ms [2021-01-21 04:37:43 main:574] : INFO : Epoch 807 | loss: 0.0312095 | val_loss: 0.0312112 | Time: 2194.71 ms [2021-01-21 04:37:45 main:574] : INFO : Epoch 808 | loss: 0.0312082 | val_loss: 0.0312088 | Time: 2218.39 ms [2021-01-21 04:37:47 main:574] : INFO : Epoch 809 | loss: 0.031209 | val_loss: 0.0312186 | Time: 2232.24 ms [2021-01-21 04:37:49 main:574] : INFO : Epoch 810 | loss: 0.0312105 | val_loss: 0.0312103 | Time: 2218.43 ms [2021-01-21 04:37:52 main:574] : INFO : Epoch 811 | loss: 0.0312083 | val_loss: 0.0312097 | Time: 2186.94 ms [2021-01-21 04:37:54 main:574] : INFO : Epoch 812 | loss: 0.031209 | val_loss: 0.0312111 | Time: 2241.75 ms [2021-01-21 04:37:56 main:574] : INFO : Epoch 813 | loss: 0.0312091 | val_loss: 0.031211 | Time: 2172.18 ms [2021-01-21 04:37:58 main:574] : INFO : Epoch 814 | loss: 0.0312086 | val_loss: 0.0312097 | Time: 2238.82 ms [2021-01-21 04:38:00 main:574] : INFO : Epoch 815 | loss: 0.0312082 | val_loss: 0.0312091 | Time: 2198.43 ms [2021-01-21 04:38:03 main:574] : INFO : Epoch 816 | loss: 0.0312086 | val_loss: 0.0312097 | Time: 2253.42 ms [2021-01-21 04:38:05 main:574] : INFO : Epoch 817 | loss: 0.031208 | val_loss: 0.0312094 | Time: 2170.29 ms [2021-01-21 04:38:07 main:574] : INFO : Epoch 818 | loss: 0.0312081 | val_loss: 0.0312085 | Time: 2207.93 ms [2021-01-21 04:38:09 main:574] : INFO : Epoch 819 | loss: 0.0312086 | val_loss: 0.0312133 | Time: 2154.17 ms [2021-01-21 04:38:12 main:574] : INFO : Epoch 820 | loss: 0.0312094 | val_loss: 0.0312094 | Time: 2230.32 ms [2021-01-21 04:38:14 main:574] : INFO : Epoch 821 | loss: 0.0312081 | val_loss: 0.0312091 | Time: 2146.56 ms [2021-01-21 04:38:16 main:574] : INFO : Epoch 822 | loss: 0.0312108 | val_loss: 0.0312142 | Time: 2154.92 ms [2021-01-21 04:38:18 main:574] : INFO : Epoch 823 | loss: 0.0312114 | val_loss: 0.0312091 | Time: 2223.79 ms [2021-01-21 04:38:20 main:574] : INFO : Epoch 824 | loss: 0.0312104 | val_loss: 0.0312211 | Time: 2162.45 ms [2021-01-21 04:38:23 main:574] : INFO : Epoch 825 | loss: 0.0312133 | val_loss: 0.0312171 | Time: 2243.81 ms [2021-01-21 04:38:25 main:574] : INFO : Epoch 826 | loss: 0.0312117 | val_loss: 0.0312124 | Time: 2140.89 ms [2021-01-21 04:38:27 main:574] : INFO : Epoch 827 | loss: 0.0312089 | val_loss: 0.0312082 | Time: 2180.41 ms [2021-01-21 04:38:29 main:574] : INFO : Epoch 828 | loss: 0.0312072 | val_loss: 0.0312093 | Time: 2140.11 ms [2021-01-21 04:38:31 main:574] : INFO : Epoch 829 | loss: 0.0312081 | val_loss: 0.0312085 | Time: 2174.99 ms [2021-01-21 04:38:34 main:574] : INFO : Epoch 830 | loss: 0.0312079 | val_loss: 0.031209 | Time: 2208.07 ms [2021-01-21 04:38:36 main:574] : INFO : Epoch 831 | loss: 0.0312074 | val_loss: 0.0312083 | Time: 2238.65 ms [2021-01-21 04:38:38 main:574] : INFO : Epoch 832 | loss: 0.0312092 | val_loss: 0.0312105 | Time: 2174.96 ms [2021-01-21 04:38:40 main:574] : INFO : Epoch 833 | loss: 0.0312097 | val_loss: 0.0312092 | Time: 2203.17 ms [2021-01-21 04:38:43 main:574] : INFO : Epoch 834 | loss: 0.0312074 | val_loss: 0.0312116 | Time: 2158.2 ms [2021-01-21 04:38:45 main:574] : INFO : Epoch 835 | loss: 0.0312089 | val_loss: 0.0312101 | Time: 2137.73 ms [2021-01-21 04:38:47 main:574] : INFO : Epoch 836 | loss: 0.0312119 | val_loss: 0.03121 | Time: 2231.16 ms [2021-01-21 04:38:49 main:574] : INFO : Epoch 837 | loss: 0.0312087 | val_loss: 0.0312141 | Time: 2213.1 ms [2021-01-21 04:38:51 main:574] : INFO : Epoch 838 | loss: 0.0312097 | val_loss: 0.0312172 | Time: 2187.53 ms [2021-01-21 04:38:54 main:574] : INFO : Epoch 839 | loss: 0.0312111 | val_loss: 0.0312108 | Time: 2250.79 ms [2021-01-21 04:38:56 main:574] : INFO : Epoch 840 | loss: 0.0312099 | val_loss: 0.0312084 | Time: 2240.11 ms [2021-01-21 04:38:58 main:574] : INFO : Epoch 841 | loss: 0.0312068 | val_loss: 0.0312078 | Time: 2151.21 ms [2021-01-21 04:39:00 main:574] : INFO : Epoch 842 | loss: 0.0312064 | val_loss: 0.0312079 | Time: 2182.86 ms [2021-01-21 04:39:03 main:574] : INFO : Epoch 843 | loss: 0.031207 | val_loss: 0.0312097 | Time: 2223.32 ms [2021-01-21 04:39:05 main:574] : INFO : Epoch 844 | loss: 0.0312078 | val_loss: 0.031208 | Time: 2195.8 ms [2021-01-21 04:39:07 main:574] : INFO : Epoch 845 | loss: 0.0312068 | val_loss: 0.0312076 | Time: 2137.49 ms [2021-01-21 04:39:09 main:574] : INFO : Epoch 846 | loss: 0.0312062 | val_loss: 0.0312073 | Time: 2209.73 ms [2021-01-21 04:39:11 main:574] : INFO : Epoch 847 | loss: 0.0312083 | val_loss: 0.0312079 | Time: 2172.84 ms [2021-01-21 04:39:14 main:574] : INFO : Epoch 848 | loss: 0.0312071 | val_loss: 0.0312074 | Time: 2307.74 ms [2021-01-21 04:39:16 main:574] : INFO : Epoch 849 | loss: 0.0312055 | val_loss: 0.0312071 | Time: 2211.2 ms [2021-01-21 04:39:18 main:574] : INFO : Epoch 850 | loss: 0.0312063 | val_loss: 0.0312081 | Time: 2207.35 ms [2021-01-21 04:39:21 main:574] : INFO : Epoch 851 | loss: 0.0312072 | val_loss: 0.0312105 | Time: 2246.27 ms [2021-01-21 04:39:23 main:574] : INFO : Epoch 852 | loss: 0.0312076 | val_loss: 0.0312081 | Time: 2246.13 ms [2021-01-21 04:39:25 main:574] : INFO : Epoch 853 | loss: 0.0312083 | val_loss: 0.0312127 | Time: 2169.25 ms [2021-01-21 04:39:27 main:574] : INFO : Epoch 854 | loss: 0.0312062 | val_loss: 0.0312068 | Time: 2241.07 ms [2021-01-21 04:39:30 main:574] : INFO : Epoch 855 | loss: 0.0312054 | val_loss: 0.0312082 | Time: 2228.66 ms [2021-01-21 04:39:32 main:574] : INFO : Epoch 856 | loss: 0.0312114 | val_loss: 0.0312114 | Time: 2237.71 ms [2021-01-21 04:39:34 main:574] : INFO : Epoch 857 | loss: 0.0312079 | val_loss: 0.0312118 | Time: 2197.35 ms [2021-01-21 04:39:36 main:574] : INFO : Epoch 858 | loss: 0.031208 | val_loss: 0.0312096 | Time: 2187.22 ms [2021-01-21 04:39:38 main:574] : INFO : Epoch 859 | loss: 0.031207 | val_loss: 0.0312073 | Time: 2182.35 ms [2021-01-21 04:39:41 main:574] : INFO : Epoch 860 | loss: 0.0312062 | val_loss: 0.0312073 | Time: 2186.18 ms [2021-01-21 04:39:43 main:574] : INFO : Epoch 861 | loss: 0.0312049 | val_loss: 0.0312063 | Time: 2149.55 ms [2021-01-21 04:39:45 main:574] : INFO : Epoch 862 | loss: 0.0312086 | val_loss: 0.0312105 | Time: 2183.76 ms [2021-01-21 04:39:47 main:574] : INFO : Epoch 863 | loss: 0.0312077 | val_loss: 0.0312071 | Time: 2215.68 ms [2021-01-21 04:39:50 main:574] : INFO : Epoch 864 | loss: 0.0312072 | val_loss: 0.0312064 | Time: 2196.15 ms [2021-01-21 04:39:52 main:574] : INFO : Epoch 865 | loss: 0.0312048 | val_loss: 0.0312073 | Time: 2168.3 ms [2021-01-21 04:39:54 main:574] : INFO : Epoch 866 | loss: 0.0312056 | val_loss: 0.031209 | Time: 2167.73 ms [2021-01-21 04:39:56 main:574] : INFO : Epoch 867 | loss: 0.031208 | val_loss: 0.0312095 | Time: 2173.25 ms [2021-01-21 04:39:58 main:574] : INFO : Epoch 868 | loss: 0.0312094 | val_loss: 0.0312107 | Time: 2319.43 ms [2021-01-21 04:40:01 main:574] : INFO : Epoch 869 | loss: 0.0312071 | val_loss: 0.031209 | Time: 2166.06 ms [2021-01-21 04:40:03 main:574] : INFO : Epoch 870 | loss: 0.031205 | val_loss: 0.031207 | Time: 2181.88 ms [2021-01-21 04:40:05 main:574] : INFO : Epoch 871 | loss: 0.0312048 | val_loss: 0.0312058 | Time: 2160.96 ms [2021-01-21 04:40:07 main:574] : INFO : Epoch 872 | loss: 0.031204 | val_loss: 0.0312099 | Time: 2182.77 ms [2021-01-21 04:40:09 main:574] : INFO : Epoch 873 | loss: 0.031205 | val_loss: 0.0312067 | Time: 2177.02 ms [2021-01-21 04:40:12 main:574] : INFO : Epoch 874 | loss: 0.0312041 | val_loss: 0.0312069 | Time: 2170.94 ms [2021-01-21 04:40:14 main:574] : INFO : Epoch 875 | loss: 0.0312061 | val_loss: 0.0312065 | Time: 2202.86 ms [2021-01-21 04:40:16 main:574] : INFO : Epoch 876 | loss: 0.0312045 | val_loss: 0.031207 | Time: 2184.27 ms [2021-01-21 04:40:18 main:574] : INFO : Epoch 877 | loss: 0.0312071 | val_loss: 0.0312105 | Time: 2218.69 ms [2021-01-21 04:40:20 main:574] : INFO : Epoch 878 | loss: 0.0312088 | val_loss: 0.0312185 | Time: 2147.92 ms [2021-01-21 04:40:23 main:574] : INFO : Epoch 879 | loss: 0.0312097 | val_loss: 0.0312182 | Time: 2188.52 ms [2021-01-21 04:40:25 main:574] : INFO : Epoch 880 | loss: 0.0312076 | val_loss: 0.0312061 | Time: 2261.7 ms [2021-01-21 04:40:27 main:574] : INFO : Epoch 881 | loss: 0.0312041 | val_loss: 0.0312058 | Time: 2231.36 ms [2021-01-21 04:40:29 main:574] : INFO : Epoch 882 | loss: 0.031204 | val_loss: 0.0312059 | Time: 2180.87 ms [2021-01-21 04:40:32 main:574] : INFO : Epoch 883 | loss: 0.0312038 | val_loss: 0.0312075 | Time: 2213.47 ms [2021-01-21 04:40:34 main:574] : INFO : Epoch 884 | loss: 0.0312059 | val_loss: 0.0312113 | Time: 2168.67 ms [2021-01-21 04:40:36 main:574] : INFO : Epoch 885 | loss: 0.0312062 | val_loss: 0.031209 | Time: 2228.77 ms [2021-01-21 04:40:38 main:574] : INFO : Epoch 886 | loss: 0.031208 | val_loss: 0.0312092 | Time: 2267.77 ms [2021-01-21 04:40:41 main:574] : INFO : Epoch 887 | loss: 0.0312066 | val_loss: 0.0312074 | Time: 2228.93 ms [2021-01-21 04:40:43 main:574] : INFO : Epoch 888 | loss: 0.0312054 | val_loss: 0.0312117 | Time: 2241.5 ms [2021-01-21 04:40:45 main:574] : INFO : Epoch 889 | loss: 0.0312068 | val_loss: 0.0312085 | Time: 2264.65 ms [2021-01-21 04:40:47 main:574] : INFO : Epoch 890 | loss: 0.0312042 | val_loss: 0.031206 | Time: 2221.26 ms [2021-01-21 04:40:50 main:574] : INFO : Epoch 891 | loss: 0.0312045 | val_loss: 0.0312046 | Time: 2192.42 ms [2021-01-21 04:40:52 main:574] : INFO : Epoch 892 | loss: 0.0312052 | val_loss: 0.0312131 | Time: 2323.63 ms [2021-01-21 04:40:54 main:574] : INFO : Epoch 893 | loss: 0.0312042 | val_loss: 0.0312052 | Time: 2167.62 ms [2021-01-21 04:40:56 main:574] : INFO : Epoch 894 | loss: 0.0312039 | val_loss: 0.0312052 | Time: 2195.77 ms [2021-01-21 04:40:59 main:574] : INFO : Epoch 895 | loss: 0.0312045 | val_loss: 0.0312056 | Time: 2175.17 ms [2021-01-21 04:41:01 main:574] : INFO : Epoch 896 | loss: 0.0312057 | val_loss: 0.0312059 | Time: 2205.57 ms [2021-01-21 04:41:03 main:574] : INFO : Epoch 897 | loss: 0.0312046 | val_loss: 0.0312052 | Time: 2218.6 ms [2021-01-21 04:41:05 main:574] : INFO : Epoch 898 | loss: 0.0312059 | val_loss: 0.0312058 | Time: 2187.84 ms [2021-01-21 04:41:08 main:574] : INFO : Epoch 899 | loss: 0.0312046 | val_loss: 0.0312068 | Time: 2148.13 ms [2021-01-21 04:41:10 main:574] : INFO : Epoch 900 | loss: 0.0312039 | val_loss: 0.0312056 | Time: 2254.8 ms [2021-01-21 04:41:12 main:574] : INFO : Epoch 901 | loss: 0.0312034 | val_loss: 0.0312051 | Time: 2081.37 ms [2021-01-21 04:41:14 main:574] : INFO : Epoch 902 | loss: 0.0312029 | val_loss: 0.0312066 | Time: 2145.63 ms [2021-01-21 04:41:16 main:574] : INFO : Epoch 903 | loss: 0.0312031 | val_loss: 0.0312047 | Time: 2264.48 ms [2021-01-21 04:41:19 main:574] : INFO : Epoch 904 | loss: 0.0312031 | val_loss: 0.0312059 | Time: 2183.39 ms [2021-01-21 04:41:21 main:574] : INFO : Epoch 905 | loss: 0.0312035 | val_loss: 0.0312057 | Time: 2153.04 ms [2021-01-21 04:41:23 main:574] : INFO : Epoch 906 | loss: 0.0312028 | val_loss: 0.0312077 | Time: 2140.18 ms [2021-01-21 04:41:25 main:574] : INFO : Epoch 907 | loss: 0.0312046 | val_loss: 0.031208 | Time: 2174.5 ms [2021-01-21 04:41:27 main:574] : INFO : Epoch 908 | loss: 0.0312073 | val_loss: 0.0312055 | Time: 2275.81 ms [2021-01-21 04:41:30 main:574] : INFO : Epoch 909 | loss: 0.031206 | val_loss: 0.0312059 | Time: 2180.23 ms [2021-01-21 04:41:32 main:574] : INFO : Epoch 910 | loss: 0.0312042 | val_loss: 0.0312071 | Time: 2184.12 ms [2021-01-21 04:41:34 main:574] : INFO : Epoch 911 | loss: 0.0312034 | val_loss: 0.0312052 | Time: 2205.73 ms [2021-01-21 04:41:36 main:574] : INFO : Epoch 912 | loss: 0.0312035 | val_loss: 0.0312047 | Time: 2127.34 ms [2021-01-21 04:41:38 main:574] : INFO : Epoch 913 | loss: 0.031206 | val_loss: 0.0312059 | Time: 2244.32 ms [2021-01-21 04:41:41 main:574] : INFO : Epoch 914 | loss: 0.0312044 | val_loss: 0.0312051 | Time: 2207.29 ms [2021-01-21 04:41:43 main:574] : INFO : Epoch 915 | loss: 0.0312036 | val_loss: 0.0312056 | Time: 2180.66 ms [2021-01-21 04:41:45 main:574] : INFO : Epoch 916 | loss: 0.031204 | val_loss: 0.0312061 | Time: 2213.09 ms [2021-01-21 04:41:47 main:574] : INFO : Epoch 917 | loss: 0.0312038 | val_loss: 0.0312054 | Time: 2173.39 ms [2021-01-21 04:41:50 main:574] : INFO : Epoch 918 | loss: 0.0312038 | val_loss: 0.0312044 | Time: 2268.47 ms [2021-01-21 04:41:52 main:574] : INFO : Epoch 919 | loss: 0.0312063 | val_loss: 0.0312111 | Time: 2243.21 ms [2021-01-21 04:41:54 main:574] : INFO : Epoch 920 | loss: 0.0312055 | val_loss: 0.0312048 | Time: 2143.88 ms [2021-01-21 04:41:56 main:574] : INFO : Epoch 921 | loss: 0.0312028 | val_loss: 0.0312048 | Time: 2129.33 ms [2021-01-21 04:41:59 main:574] : INFO : Epoch 922 | loss: 0.031206 | val_loss: 0.0312133 | Time: 2271.36 ms [2021-01-21 04:42:01 main:574] : INFO : Epoch 923 | loss: 0.0312063 | val_loss: 0.0312071 | Time: 2163.71 ms [2021-01-21 04:42:03 main:574] : INFO : Epoch 924 | loss: 0.0312029 | val_loss: 0.0312041 | Time: 2217.39 ms [2021-01-21 04:42:05 main:574] : INFO : Epoch 925 | loss: 0.0312027 | val_loss: 0.0312042 | Time: 2196.91 ms [2021-01-21 04:42:07 main:574] : INFO : Epoch 926 | loss: 0.0312026 | val_loss: 0.0312058 | Time: 2205.56 ms [2021-01-21 04:42:10 main:574] : INFO : Epoch 927 | loss: 0.0312024 | val_loss: 0.0312047 | Time: 2240.42 ms [2021-01-21 04:42:12 main:574] : INFO : Epoch 928 | loss: 0.0312041 | val_loss: 0.0312077 | Time: 2231.44 ms [2021-01-21 04:42:14 main:574] : INFO : Epoch 929 | loss: 0.031205 | val_loss: 0.0312055 | Time: 2193.59 ms [2021-01-21 04:42:16 main:574] : INFO : Epoch 930 | loss: 0.0312061 | val_loss: 0.0312052 | Time: 2229.93 ms [2021-01-21 04:42:19 main:574] : INFO : Epoch 931 | loss: 0.031203 | val_loss: 0.0312042 | Time: 2241.65 ms [2021-01-21 04:42:21 main:574] : INFO : Epoch 932 | loss: 0.0312026 | val_loss: 0.0312047 | Time: 2267.26 ms [2021-01-21 04:42:23 main:574] : INFO : Epoch 933 | loss: 0.0312019 | val_loss: 0.0312061 | Time: 2222.71 ms [2021-01-21 04:42:25 main:574] : INFO : Epoch 934 | loss: 0.0312031 | val_loss: 0.0312058 | Time: 2249 ms [2021-01-21 04:42:28 main:574] : INFO : Epoch 935 | loss: 0.0312045 | val_loss: 0.0312048 | Time: 2230.07 ms [2021-01-21 04:42:30 main:574] : INFO : Epoch 936 | loss: 0.0312027 | val_loss: 0.0312055 | Time: 2198.22 ms [2021-01-21 04:42:32 main:574] : INFO : Epoch 937 | loss: 0.0312028 | val_loss: 0.0312042 | Time: 2202.73 ms [2021-01-21 04:42:34 main:574] : INFO : Epoch 938 | loss: 0.0312017 | val_loss: 0.0312049 | Time: 2243.97 ms [2021-01-21 04:42:37 main:574] : INFO : Epoch 939 | loss: 0.0312043 | val_loss: 0.0312145 | Time: 2123.76 ms [2021-01-21 04:42:39 main:574] : INFO : Epoch 940 | loss: 0.0312088 | val_loss: 0.0312105 | Time: 2164.65 ms [2021-01-21 04:42:41 main:574] : INFO : Epoch 941 | loss: 0.0312032 | val_loss: 0.0312118 | Time: 2281.4 ms [2021-01-21 04:42:43 main:574] : INFO : Epoch 942 | loss: 0.0312028 | val_loss: 0.0312038 | Time: 2218.82 ms [2021-01-21 04:42:46 main:574] : INFO : Epoch 943 | loss: 0.0312028 | val_loss: 0.0312065 | Time: 2179.12 ms [2021-01-21 04:42:48 main:574] : INFO : Epoch 944 | loss: 0.0312029 | val_loss: 0.0312056 | Time: 2109.67 ms [2021-01-21 04:42:50 main:574] : INFO : Epoch 945 | loss: 0.0312025 | val_loss: 0.0312104 | Time: 2213.24 ms [2021-01-21 04:42:52 main:574] : INFO : Epoch 946 | loss: 0.031205 | val_loss: 0.0312057 | Time: 2186.18 ms [2021-01-21 04:42:54 main:574] : INFO : Epoch 947 | loss: 0.0312032 | val_loss: 0.0312048 | Time: 2154.96 ms [2021-01-21 04:42:57 main:574] : INFO : Epoch 948 | loss: 0.0312042 | val_loss: 0.0312045 | Time: 2197.56 ms [2021-01-21 04:42:59 main:574] : INFO : Epoch 949 | loss: 0.0312022 | val_loss: 0.0312047 | Time: 2221.3 ms [2021-01-21 04:43:01 main:574] : INFO : Epoch 950 | loss: 0.0312019 | val_loss: 0.0312046 | Time: 2189.63 ms [2021-01-21 04:43:03 main:574] : INFO : Epoch 951 | loss: 0.0312027 | val_loss: 0.0312045 | Time: 2263.41 ms [2021-01-21 04:43:06 main:574] : INFO : Epoch 952 | loss: 0.0312047 | val_loss: 0.0312043 | Time: 2180.2 ms [2021-01-21 04:43:08 main:574] : INFO : Epoch 953 | loss: 0.0312019 | val_loss: 0.0312065 | Time: 2261.28 ms [2021-01-21 04:43:10 main:574] : INFO : Epoch 954 | loss: 0.0312047 | val_loss: 0.0312044 | Time: 2230.44 ms [2021-01-21 04:43:12 main:574] : INFO : Epoch 955 | loss: 0.0312026 | val_loss: 0.0312068 | Time: 2271.4 ms [2021-01-21 04:43:15 main:574] : INFO : Epoch 956 | loss: 0.0312036 | val_loss: 0.0312041 | Time: 2154.33 ms [2021-01-21 04:43:17 main:574] : INFO : Epoch 957 | loss: 0.0312017 | val_loss: 0.031204 | Time: 2110.22 ms [2021-01-21 04:43:19 main:574] : INFO : Epoch 958 | loss: 0.0312026 | val_loss: 0.0312108 | Time: 2238.86 ms [2021-01-21 04:43:21 main:574] : INFO : Epoch 959 | loss: 0.0312028 | val_loss: 0.031204 | Time: 2330.09 ms [2021-01-21 04:43:23 main:574] : INFO : Epoch 960 | loss: 0.0312029 | val_loss: 0.0312045 | Time: 2156.11 ms [2021-01-21 04:43:26 main:574] : INFO : Epoch 961 | loss: 0.0312033 | val_loss: 0.0312042 | Time: 2215.76 ms [2021-01-21 04:43:28 main:574] : INFO : Epoch 962 | loss: 0.0312067 | val_loss: 0.0312054 | Time: 2272.21 ms [2021-01-21 04:43:30 main:574] : INFO : Epoch 963 | loss: 0.0312035 | val_loss: 0.0312056 | Time: 2249.41 ms [2021-01-21 04:43:32 main:574] : INFO : Epoch 964 | loss: 0.0312017 | val_loss: 0.0312038 | Time: 2191.76 ms [2021-01-21 04:43:35 main:574] : INFO : Epoch 965 | loss: 0.0312016 | val_loss: 0.0312049 | Time: 2201.63 ms [2021-01-21 04:43:37 main:574] : INFO : Epoch 966 | loss: 0.0312039 | val_loss: 0.0312047 | Time: 2243.07 ms [2021-01-21 04:43:39 main:574] : INFO : Epoch 967 | loss: 0.0312019 | val_loss: 0.0312041 | Time: 2182.18 ms [2021-01-21 04:43:41 main:574] : INFO : Epoch 968 | loss: 0.0312017 | val_loss: 0.0312055 | Time: 2274.61 ms [2021-01-21 04:43:44 main:574] : INFO : Epoch 969 | loss: 0.0312038 | val_loss: 0.0312053 | Time: 2329.97 ms [2021-01-21 04:43:46 main:574] : INFO : Epoch 970 | loss: 0.0312023 | val_loss: 0.0312047 | Time: 2183.72 ms [2021-01-21 04:43:48 main:574] : INFO : Epoch 971 | loss: 0.0312019 | val_loss: 0.0312042 | Time: 2309.8 ms [2021-01-21 04:43:51 main:574] : INFO : Epoch 972 | loss: 0.0312019 | val_loss: 0.0312042 | Time: 2266.67 ms [2021-01-21 04:43:53 main:574] : INFO : Epoch 973 | loss: 0.0312019 | val_loss: 0.0312037 | Time: 2211.34 ms [2021-01-21 04:43:55 main:574] : INFO : Epoch 974 | loss: 0.0312023 | val_loss: 0.031204 | Time: 2184.81 ms [2021-01-21 04:43:57 main:574] : INFO : Epoch 975 | loss: 0.0312016 | val_loss: 0.0312039 | Time: 2206.01 ms [2021-01-21 04:43:59 main:574] : INFO : Epoch 976 | loss: 0.031203 | val_loss: 0.0312058 | Time: 2135.98 ms [2021-01-21 04:44:02 main:574] : INFO : Epoch 977 | loss: 0.0312023 | val_loss: 0.0312049 | Time: 2207.58 ms [2021-01-21 04:44:04 main:574] : INFO : Epoch 978 | loss: 0.0312049 | val_loss: 0.0312052 | Time: 2251.92 ms [2021-01-21 04:44:06 main:574] : INFO : Epoch 979 | loss: 0.0312046 | val_loss: 0.0312049 | Time: 2218.42 ms [2021-01-21 04:44:09 main:574] : INFO : Epoch 980 | loss: 0.0312015 | val_loss: 0.0312053 | Time: 2384.18 ms [2021-01-21 04:44:11 main:574] : INFO : Epoch 981 | loss: 0.0312027 | val_loss: 0.031205 | Time: 2227.09 ms [2021-01-21 04:44:13 main:574] : INFO : Epoch 982 | loss: 0.0312047 | val_loss: 0.0312112 | Time: 2299.25 ms [2021-01-21 04:44:15 main:574] : INFO : Epoch 983 | loss: 0.0312034 | val_loss: 0.0312047 | Time: 2129.23 ms [2021-01-21 04:44:18 main:574] : INFO : Epoch 984 | loss: 0.0312025 | val_loss: 0.0312047 | Time: 2121.44 ms [2021-01-21 04:44:20 main:574] : INFO : Epoch 985 | loss: 0.0312019 | val_loss: 0.0312042 | Time: 2197.21 ms [2021-01-21 04:44:22 main:574] : INFO : Epoch 986 | loss: 0.0312025 | val_loss: 0.0312075 | Time: 2153.66 ms [2021-01-21 04:44:24 main:574] : INFO : Epoch 987 | loss: 0.0312023 | val_loss: 0.0312043 | Time: 2240.77 ms [2021-01-21 04:44:26 main:574] : INFO : Epoch 988 | loss: 0.0312011 | val_loss: 0.0312036 | Time: 2246.12 ms [2021-01-21 04:44:29 main:574] : INFO : Epoch 989 | loss: 0.0312021 | val_loss: 0.0312036 | Time: 2218.03 ms [2021-01-21 04:44:31 main:574] : INFO : Epoch 990 | loss: 0.0312019 | val_loss: 0.0312036 | Time: 2148.73 ms [2021-01-21 04:44:33 main:574] : INFO : Epoch 991 | loss: 0.0312009 | val_loss: 0.0312054 | Time: 2213.47 ms [2021-01-21 04:44:35 main:574] : INFO : Epoch 992 | loss: 0.0312018 | val_loss: 0.0312045 | Time: 2170.69 ms [2021-01-21 04:44:38 main:574] : INFO : Epoch 993 | loss: 0.0312016 | val_loss: 0.0312054 | Time: 2218.96 ms [2021-01-21 04:44:40 main:574] : INFO : Epoch 994 | loss: 0.0312023 | val_loss: 0.0312039 | Time: 2120.55 ms [2021-01-21 04:44:42 main:574] : INFO : Epoch 995 | loss: 0.0312009 | val_loss: 0.0312036 | Time: 2152.23 ms [2021-01-21 04:44:44 main:574] : INFO : Epoch 996 | loss: 0.0312017 | val_loss: 0.0312036 | Time: 2258.22 ms [2021-01-21 04:44:46 main:574] : INFO : Epoch 997 | loss: 0.0312013 | val_loss: 0.031205 | Time: 2211.44 ms [2021-01-21 04:44:49 main:574] : INFO : Epoch 998 | loss: 0.0312051 | val_loss: 0.031208 | Time: 2297.76 ms [2021-01-21 04:44:51 main:574] : INFO : Epoch 999 | loss: 0.0312017 | val_loss: 0.0312037 | Time: 2209.63 ms [2021-01-21 04:44:53 main:574] : INFO : Epoch 1000 | loss: 0.031201 | val_loss: 0.0312083 | Time: 2144.69 ms [2021-01-21 04:44:55 main:574] : INFO : Epoch 1001 | loss: 0.0312029 | val_loss: 0.031207 | Time: 2240.56 ms [2021-01-21 04:44:58 main:574] : INFO : Epoch 1002 | loss: 0.0312052 | val_loss: 0.0312045 | Time: 2206.46 ms [2021-01-21 04:45:00 main:574] : INFO : Epoch 1003 | loss: 0.0312034 | val_loss: 0.0312044 | Time: 2215.78 ms [2021-01-21 04:45:02 main:574] : INFO : Epoch 1004 | loss: 0.0312014 | val_loss: 0.0312039 | Time: 2243 ms [2021-01-21 04:45:04 main:574] : INFO : Epoch 1005 | loss: 0.0312008 | val_loss: 0.0312039 | Time: 2218.49 ms [2021-01-21 04:45:07 main:574] : INFO : Epoch 1006 | loss: 0.0312015 | val_loss: 0.0312042 | Time: 2223.61 ms [2021-01-21 04:45:09 main:574] : INFO : Epoch 1007 | loss: 0.031201 | val_loss: 0.0312033 | Time: 2231.57 ms [2021-01-21 04:45:11 main:574] : INFO : Epoch 1008 | loss: 0.0312012 | val_loss: 0.0312037 | Time: 2242.61 ms [2021-01-21 04:45:13 main:574] : INFO : Epoch 1009 | loss: 0.0312017 | val_loss: 0.0312042 | Time: 2143.23 ms [2021-01-21 04:45:16 main:574] : INFO : Epoch 1010 | loss: 0.0312021 | val_loss: 0.0312037 | Time: 2196.63 ms [2021-01-21 04:45:18 main:574] : INFO : Epoch 1011 | loss: 0.0312015 | val_loss: 0.0312093 | Time: 2255.19 ms [2021-01-21 04:45:20 main:574] : INFO : Epoch 1012 | loss: 0.031202 | val_loss: 0.0312049 | Time: 2194.12 ms [2021-01-21 04:45:22 main:574] : INFO : Epoch 1013 | loss: 0.0312017 | val_loss: 0.0312058 | Time: 2231.12 ms [2021-01-21 04:45:25 main:574] : INFO : Epoch 1014 | loss: 0.0312022 | val_loss: 0.0312039 | Time: 2259.66 ms [2021-01-21 04:45:27 main:574] : INFO : Epoch 1015 | loss: 0.0312012 | val_loss: 0.0312077 | Time: 2140.85 ms [2021-01-21 04:45:29 main:574] : INFO : Epoch 1016 | loss: 0.0312023 | val_loss: 0.0312106 | Time: 2249.61 ms [2021-01-21 04:45:31 main:574] : INFO : Epoch 1017 | loss: 0.0312068 | val_loss: 0.0312082 | Time: 2205.95 ms [2021-01-21 04:45:33 main:574] : INFO : Epoch 1018 | loss: 0.0312028 | val_loss: 0.0312034 | Time: 2175.19 ms [2021-01-21 04:45:36 main:574] : INFO : Epoch 1019 | loss: 0.0312025 | val_loss: 0.0312038 | Time: 2242.88 ms [2021-01-21 04:45:38 main:574] : INFO : Epoch 1020 | loss: 0.0312011 | val_loss: 0.0312047 | Time: 2185.72 ms [2021-01-21 04:45:40 main:574] : INFO : Epoch 1021 | loss: 0.0312013 | val_loss: 0.0312039 | Time: 2252.46 ms [2021-01-21 04:45:42 main:574] : INFO : Epoch 1022 | loss: 0.0312005 | val_loss: 0.0312034 | Time: 2241.13 ms [2021-01-21 04:45:45 main:574] : INFO : Epoch 1023 | loss: 0.0312013 | val_loss: 0.0312044 | Time: 2187.15 ms [2021-01-21 04:45:47 main:574] : INFO : Epoch 1024 | loss: 0.0312016 | val_loss: 0.0312034 | Time: 2273.51 ms [2021-01-21 04:45:47 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312034 [2021-01-21 04:45:47 main:603] : INFO : Saving end state to config to file [2021-01-21 04:45:47 main:608] : INFO : Success, exiting.. 04:45:47 (10500): 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)