Task 3397730
| Name | ParityModified-1605453350-11144-13_0 |
| Workunit | 1652404 |
| Created | 23 Dec 2020, 14:04:57 UTC |
| Sent | 23 Dec 2020, 15:55:53 UTC |
| Report deadline | 30 Dec 2020, 15:55:53 UTC |
| Received | 23 Dec 2020, 18:39:03 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3280 |
| Run time | 1 hours 39 min 51 sec |
| CPU time | 1 hours 39 min 40 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,385.24 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.70 GB |
| Peak swap size | 40.65 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> main:581] : INFO : Epoch 510 | loss: 0.0312262 | val_loss: 0.0312368 | Time: 5946.79 ms [2020-12-23 08:47:31 main:581] : INFO : Epoch 511 | loss: 0.031228 | val_loss: 0.0312266 | Time: 5552.47 ms [2020-12-23 08:47:37 main:581] : INFO : Epoch 512 | loss: 0.0312235 | val_loss: 0.0312223 | Time: 5674.41 ms [2020-12-23 08:47:43 main:581] : INFO : Epoch 513 | loss: 0.0312222 | val_loss: 0.0312251 | Time: 5989.16 ms [2020-12-23 08:47:48 main:581] : INFO : Epoch 514 | loss: 0.0312214 | val_loss: 0.0312262 | Time: 5818.33 ms [2020-12-23 08:47:54 main:581] : INFO : Epoch 515 | loss: 0.0312234 | val_loss: 0.0312242 | Time: 5716.49 ms [2020-12-23 08:48:00 main:581] : INFO : Epoch 516 | loss: 0.0312248 | val_loss: 0.0312228 | Time: 5835.73 ms [2020-12-23 08:48:06 main:581] : INFO : Epoch 517 | loss: 0.0312245 | val_loss: 0.0312222 | Time: 5783.17 ms [2020-12-23 08:48:12 main:581] : INFO : Epoch 518 | loss: 0.0312217 | val_loss: 0.0312215 | Time: 5874.07 ms [2020-12-23 08:48:17 main:581] : INFO : Epoch 519 | loss: 0.0312214 | val_loss: 0.031227 | Time: 5679.13 ms [2020-12-23 08:48:23 main:581] : INFO : Epoch 520 | loss: 0.0312242 | val_loss: 0.0312224 | Time: 5676.99 ms [2020-12-23 08:48:29 main:581] : INFO : Epoch 521 | loss: 0.0312221 | val_loss: 0.0312248 | Time: 5956.84 ms [2020-12-23 08:48:35 main:581] : INFO : Epoch 522 | loss: 0.0312229 | val_loss: 0.031222 | Time: 5921.32 ms [2020-12-23 08:48:40 main:581] : INFO : Epoch 523 | loss: 0.0312263 | val_loss: 0.0312312 | Time: 5657.3 ms [2020-12-23 08:48:46 main:581] : INFO : Epoch 524 | loss: 0.0312262 | val_loss: 0.0312286 | Time: 5765.27 ms [2020-12-23 08:48:52 main:581] : INFO : Epoch 525 | loss: 0.0312247 | val_loss: 0.0312221 | Time: 5914.28 ms [2020-12-23 08:48:58 main:581] : INFO : Epoch 526 | loss: 0.0312225 | val_loss: 0.0312326 | Time: 5880.46 ms [2020-12-23 08:49:04 main:581] : INFO : Epoch 527 | loss: 0.0312232 | val_loss: 0.0312245 | Time: 5727.43 ms [2020-12-23 08:49:09 main:581] : INFO : Epoch 528 | loss: 0.0312226 | val_loss: 0.031222 | Time: 5724.94 ms [2020-12-23 08:49:15 main:581] : INFO : Epoch 529 | loss: 0.0312218 | val_loss: 0.0312218 | Time: 5938.77 ms [2020-12-23 08:49:21 main:581] : INFO : Epoch 530 | loss: 0.0312217 | val_loss: 0.031223 | Time: 5933.54 ms [2020-12-23 08:49:27 main:581] : INFO : Epoch 531 | loss: 0.0312231 | val_loss: 0.0312285 | Time: 5692.83 ms [2020-12-23 08:49:33 main:581] : INFO : Epoch 532 | loss: 0.0312244 | val_loss: 0.0312301 | Time: 5649.16 ms [2020-12-23 08:49:39 main:581] : INFO : Epoch 533 | loss: 0.0312234 | val_loss: 0.03123 | Time: 5850.95 ms [2020-12-23 08:49:45 main:581] : INFO : Epoch 534 | loss: 0.0312222 | val_loss: 0.0312224 | Time: 6105.43 ms [2020-12-23 08:49:51 main:581] : INFO : Epoch 535 | loss: 0.0312238 | val_loss: 0.0312317 | Time: 5953.71 ms [2020-12-23 08:49:56 main:581] : INFO : Epoch 536 | loss: 0.0312264 | val_loss: 0.0312223 | Time: 5642.1 ms [2020-12-23 08:50:02 main:581] : INFO : Epoch 537 | loss: 0.0312247 | val_loss: 0.031222 | Time: 5725.59 ms [2020-12-23 08:50:08 main:581] : INFO : Epoch 538 | loss: 0.0312223 | val_loss: 0.0312217 | Time: 5836.84 ms [2020-12-23 08:50:14 main:581] : INFO : Epoch 539 | loss: 0.0312228 | val_loss: 0.0312225 | Time: 5836.83 ms [2020-12-23 08:50:19 main:581] : INFO : Epoch 540 | loss: 0.0312234 | val_loss: 0.0312214 | Time: 5644.52 ms [2020-12-23 08:50:25 main:581] : INFO : Epoch 541 | loss: 0.0312216 | val_loss: 0.0312307 | Time: 5689.03 ms [2020-12-23 08:50:31 main:581] : INFO : Epoch 542 | loss: 0.0312259 | val_loss: 0.0312227 | Time: 5888.05 ms [2020-12-23 08:50:37 main:581] : INFO : Epoch 543 | loss: 0.0312227 | val_loss: 0.0312233 | Time: 5817.22 ms [2020-12-23 08:50:42 main:581] : INFO : Epoch 544 | loss: 0.0312262 | val_loss: 0.0312243 | Time: 5685.04 ms [2020-12-23 08:50:48 main:581] : INFO : Epoch 545 | loss: 0.0312342 | val_loss: 0.0312266 | Time: 5666.49 ms [2020-12-23 08:50:54 main:581] : INFO : Epoch 546 | loss: 0.0312266 | val_loss: 0.0312227 | Time: 5917.16 ms [2020-12-23 08:51:00 main:581] : INFO : Epoch 547 | loss: 0.031222 | val_loss: 0.0312264 | Time: 5962.99 ms [2020-12-23 08:51:05 main:581] : INFO : Epoch 548 | loss: 0.0312245 | val_loss: 0.0312242 | Time: 5517.77 ms [2020-12-23 08:51:11 main:581] : INFO : Epoch 549 | loss: 0.0312224 | val_loss: 0.0312235 | Time: 5531.59 ms [2020-12-23 08:51:17 main:581] : INFO : Epoch 550 | loss: 0.0312251 | val_loss: 0.0312245 | Time: 6048.06 ms [2020-12-23 08:51:23 main:581] : INFO : Epoch 551 | loss: 0.0312231 | val_loss: 0.0312216 | Time: 6083.91 ms [2020-12-23 08:51:29 main:581] : INFO : Epoch 552 | loss: 0.0312217 | val_loss: 0.031225 | Time: 5767.52 ms [2020-12-23 08:51:35 main:581] : INFO : Epoch 553 | loss: 0.0312235 | val_loss: 0.0312277 | Time: 5624.12 ms [2020-12-23 08:51:40 main:581] : INFO : Epoch 554 | loss: 0.0312241 | val_loss: 0.0312307 | Time: 5846.26 ms [2020-12-23 08:51:46 main:581] : INFO : Epoch 555 | loss: 0.0312324 | val_loss: 0.0312256 | Time: 5798.05 ms [2020-12-23 08:51:52 main:581] : INFO : Epoch 556 | loss: 0.0312238 | val_loss: 0.031228 | Time: 5569.12 ms [2020-12-23 08:51:57 main:581] : INFO : Epoch 557 | loss: 0.0312234 | val_loss: 0.0312368 | Time: 5205.38 ms [2020-12-23 08:52:03 main:581] : INFO : Epoch 558 | loss: 0.0312313 | val_loss: 0.0312232 | Time: 5567.91 ms [2020-12-23 08:52:09 main:581] : INFO : Epoch 559 | loss: 0.0312292 | val_loss: 0.0312272 | Time: 6087.16 ms [2020-12-23 08:52:15 main:581] : INFO : Epoch 560 | loss: 0.0312244 | val_loss: 0.0312251 | Time: 5912.3 ms [2020-12-23 08:52:20 main:581] : INFO : Epoch 561 | loss: 0.0312229 | val_loss: 0.0312211 | Time: 5714.19 ms [2020-12-23 08:52:26 main:581] : INFO : Epoch 562 | loss: 0.0312224 | val_loss: 0.0312239 | Time: 5897.34 ms [2020-12-23 08:52:32 main:581] : INFO : Epoch 563 | loss: 0.0312215 | val_loss: 0.0312221 | Time: 5936.87 ms [2020-12-23 08:52:38 main:581] : INFO : Epoch 564 | loss: 0.0312225 | val_loss: 0.0312252 | Time: 5654.42 ms [2020-12-23 08:52:43 main:581] : INFO : Epoch 565 | loss: 0.0312235 | val_loss: 0.0312216 | Time: 5690.18 ms [2020-12-23 08:52:49 main:581] : INFO : Epoch 566 | loss: 0.0312248 | val_loss: 0.0312266 | Time: 5804.1 ms [2020-12-23 08:52:55 main:581] : INFO : Epoch 567 | loss: 0.031222 | val_loss: 0.0312217 | Time: 5897.33 ms [2020-12-23 08:53:01 main:581] : INFO : Epoch 568 | loss: 0.0312245 | val_loss: 0.0312276 | Time: 5923.79 ms [2020-12-23 08:53:07 main:581] : INFO : Epoch 569 | loss: 0.0312228 | val_loss: 0.0312219 | Time: 5816.84 ms [2020-12-23 08:53:12 main:581] : INFO : Epoch 570 | loss: 0.0312206 | val_loss: 0.0312217 | Time: 5306.07 ms [2020-12-23 08:53:18 main:581] : INFO : Epoch 571 | loss: 0.0312208 | val_loss: 0.0312228 | Time: 5837.74 ms [2020-12-23 08:53:24 main:581] : INFO : Epoch 572 | loss: 0.0312277 | val_loss: 0.0312403 | Time: 5919.86 ms [2020-12-23 08:53:30 main:581] : INFO : Epoch 573 | loss: 0.0312299 | val_loss: 0.0312225 | Time: 5649.63 ms [2020-12-23 08:53:35 main:581] : INFO : Epoch 574 | loss: 0.0312233 | val_loss: 0.0312273 | Time: 5689.25 ms [2020-12-23 08:53:41 main:581] : INFO : Epoch 575 | loss: 0.0312231 | val_loss: 0.0312225 | Time: 5906.6 ms [2020-12-23 08:53:47 main:581] : INFO : Epoch 576 | loss: 0.0312274 | val_loss: 0.0312266 | Time: 5893.77 ms [2020-12-23 08:53:53 main:581] : INFO : Epoch 577 | loss: 0.0312312 | val_loss: 0.0312274 | Time: 5669.91 ms [2020-12-23 08:53:58 main:581] : INFO : Epoch 578 | loss: 0.0312269 | val_loss: 0.031223 | Time: 5693.09 ms [2020-12-23 08:54:04 main:581] : INFO : Epoch 579 | loss: 0.0312233 | val_loss: 0.0312225 | Time: 5862.13 ms [2020-12-23 08:54:10 main:581] : INFO : Epoch 580 | loss: 0.0312241 | val_loss: 0.0312375 | Time: 5893.16 ms [2020-12-23 08:54:16 main:581] : INFO : Epoch 581 | loss: 0.0312276 | val_loss: 0.0312221 | Time: 5775.48 ms [2020-12-23 08:54:22 main:581] : INFO : Epoch 582 | loss: 0.0312219 | val_loss: 0.031222 | Time: 5639.95 ms [2020-12-23 08:54:27 main:581] : INFO : Epoch 583 | loss: 0.031223 | val_loss: 0.0312213 | Time: 5756.83 ms [2020-12-23 08:54:33 main:581] : INFO : Epoch 584 | loss: 0.0312222 | val_loss: 0.0312245 | Time: 5709.14 ms [2020-12-23 08:54:39 main:581] : INFO : Epoch 585 | loss: 0.0312273 | val_loss: 0.0312305 | Time: 5835.93 ms [2020-12-23 08:54:45 main:581] : INFO : Epoch 586 | loss: 0.0312246 | val_loss: 0.0312223 | Time: 5787.24 ms [2020-12-23 08:54:50 main:581] : INFO : Epoch 587 | loss: 0.0312263 | val_loss: 0.0312281 | Time: 5644.42 ms [2020-12-23 08:54:56 main:581] : INFO : Epoch 588 | loss: 0.031224 | val_loss: 0.0312241 | Time: 5780.58 ms [2020-12-23 08:55:02 main:581] : INFO : Epoch 589 | loss: 0.0312208 | val_loss: 0.0312217 | Time: 5846.44 ms [2020-12-23 08:55:08 main:581] : INFO : Epoch 590 | loss: 0.0312213 | val_loss: 0.0312329 | Time: 5779.31 ms [2020-12-23 08:55:13 main:581] : INFO : Epoch 591 | loss: 0.031224 | val_loss: 0.0312218 | Time: 5698.58 ms [2020-12-23 08:55:19 main:581] : INFO : Epoch 592 | loss: 0.0312207 | val_loss: 0.0312207 | Time: 5915.2 ms [2020-12-23 08:55:25 main:581] : INFO : Epoch 593 | loss: 0.0312209 | val_loss: 0.0312225 | Time: 5940.92 ms [2020-12-23 08:55:31 main:581] : INFO : Epoch 594 | loss: 0.031222 | val_loss: 0.0312214 | Time: 5793.29 ms [2020-12-23 08:55:37 main:581] : INFO : Epoch 595 | loss: 0.0312204 | val_loss: 0.0312232 | Time: 5666.46 ms [2020-12-23 08:55:43 main:581] : INFO : Epoch 596 | loss: 0.031222 | val_loss: 0.0312254 | Time: 5835.61 ms [2020-12-23 08:55:49 main:581] : INFO : Epoch 597 | loss: 0.031223 | val_loss: 0.0312237 | Time: 5987.39 ms [2020-12-23 08:55:54 main:581] : INFO : Epoch 598 | loss: 0.0312214 | val_loss: 0.031222 | Time: 5880.3 ms [2020-12-23 08:56:00 main:581] : INFO : Epoch 599 | loss: 0.0312204 | val_loss: 0.0312242 | Time: 5645.27 ms [2020-12-23 08:56:06 main:581] : INFO : Epoch 600 | loss: 0.0312213 | val_loss: 0.0312222 | Time: 5846.58 ms [2020-12-23 08:56:12 main:581] : INFO : Epoch 601 | loss: 0.0312212 | val_loss: 0.0312393 | Time: 5785.99 ms [2020-12-23 08:56:17 main:581] : INFO : Epoch 602 | loss: 0.0312282 | val_loss: 0.0312243 | Time: 5720.21 ms [2020-12-23 08:56:23 main:581] : INFO : Epoch 603 | loss: 0.0312233 | val_loss: 0.0312225 | Time: 5607.73 ms [2020-12-23 08:56:29 main:581] : INFO : Epoch 604 | loss: 0.0312229 | val_loss: 0.0312236 | Time: 5499.08 ms [2020-12-23 08:56:35 main:581] : INFO : Epoch 605 | loss: 0.0312226 | val_loss: 0.0312292 | Time: 5956.13 ms [2020-12-23 08:56:40 main:581] : INFO : Epoch 606 | loss: 0.0312278 | val_loss: 0.0312258 | Time: 5905.54 ms [2020-12-23 08:56:46 main:581] : INFO : Epoch 607 | loss: 0.0312243 | val_loss: 0.0312332 | Time: 5694.83 ms [2020-12-23 08:56:52 main:581] : INFO : Epoch 608 | loss: 0.0312227 | val_loss: 0.0312335 | Time: 5619.85 ms [2020-12-23 08:56:58 main:581] : INFO : Epoch 609 | loss: 0.0312303 | val_loss: 0.0312246 | Time: 5825.65 ms [2020-12-23 08:57:03 main:581] : INFO : Epoch 610 | loss: 0.0312256 | val_loss: 0.0312276 | Time: 5868.43 ms [2020-12-23 08:57:09 main:581] : INFO : Epoch 611 | loss: 0.0312227 | val_loss: 0.0312247 | Time: 5530.58 ms [2020-12-23 08:57:14 main:581] : INFO : Epoch 612 | loss: 0.0312219 | val_loss: 0.0312211 | Time: 5380.7 ms [2020-12-23 08:57:20 main:581] : INFO : Epoch 613 | loss: 0.0312203 | val_loss: 0.0312218 | Time: 5784.39 ms [2020-12-23 08:57:26 main:581] : INFO : Epoch 614 | loss: 0.0312246 | val_loss: 0.0312235 | Time: 5936.78 ms [2020-12-23 08:57:32 main:581] : INFO : Epoch 615 | loss: 0.031222 | val_loss: 0.031224 | Time: 5789.88 ms [2020-12-23 08:57:37 main:581] : INFO : Epoch 616 | loss: 0.0312248 | val_loss: 0.031228 | Time: 5649.44 ms [2020-12-23 08:57:43 main:581] : INFO : Epoch 617 | loss: 0.0312222 | val_loss: 0.0312285 | Time: 5667.87 ms [2020-12-23 08:57:49 main:581] : INFO : Epoch 618 | loss: 0.0312216 | val_loss: 0.0312216 | Time: 5676.86 ms [2020-12-23 08:57:55 main:581] : INFO : Epoch 619 | loss: 0.0312209 | val_loss: 0.031221 | Time: 5937.39 ms [2020-12-23 08:58:00 main:581] : INFO : Epoch 620 | loss: 0.0312201 | val_loss: 0.0312239 | Time: 5718.54 ms [2020-12-23 08:58:06 main:581] : INFO : Epoch 621 | loss: 0.0312204 | val_loss: 0.0312245 | Time: 5570.11 ms [2020-12-23 08:58:12 main:581] : INFO : Epoch 622 | loss: 0.0312205 | val_loss: 0.0312215 | Time: 5685.14 ms [2020-12-23 08:58:18 main:581] : INFO : Epoch 623 | loss: 0.0312207 | val_loss: 0.031223 | Time: 5902.6 ms [2020-12-23 08:58:23 main:581] : INFO : Epoch 624 | loss: 0.0312219 | val_loss: 0.0312232 | Time: 5331.11 ms [2020-12-23 08:58:29 main:581] : INFO : Epoch 625 | loss: 0.0312213 | val_loss: 0.0312217 | Time: 5821.07 ms [2020-12-23 08:58:35 main:581] : INFO : Epoch 626 | loss: 0.0312226 | val_loss: 0.0312222 | Time: 5959.2 ms [2020-12-23 08:58:41 main:581] : INFO : Epoch 627 | loss: 0.0312307 | val_loss: 0.0312291 | Time: 5873.35 ms [2020-12-23 08:58:46 main:581] : INFO : Epoch 628 | loss: 0.0312246 | val_loss: 0.0312227 | Time: 5648.69 ms [2020-12-23 08:58:52 main:581] : INFO : Epoch 629 | loss: 0.0312227 | val_loss: 0.0312227 | Time: 5732.42 ms [2020-12-23 08:58:58 main:581] : INFO : Epoch 630 | loss: 0.0312209 | val_loss: 0.0312242 | Time: 5970.25 ms [2020-12-23 08:59:04 main:581] : INFO : Epoch 631 | loss: 0.0312256 | val_loss: 0.0312256 | Time: 5916.34 ms [2020-12-23 08:59:10 main:581] : INFO : Epoch 632 | loss: 0.0312245 | val_loss: 0.0312225 | Time: 5668.87 ms [2020-12-23 08:59:15 main:581] : INFO : Epoch 633 | loss: 0.0312223 | val_loss: 0.0312266 | Time: 5771.86 ms [2020-12-23 08:59:21 main:581] : INFO : Epoch 634 | loss: 0.0312219 | val_loss: 0.0312269 | Time: 6091.77 ms [2020-12-23 08:59:27 main:581] : INFO : Epoch 635 | loss: 0.0312216 | val_loss: 0.0312214 | Time: 5997.41 ms [2020-12-23 08:59:33 main:581] : INFO : Epoch 636 | loss: 0.0312208 | val_loss: 0.0312314 | Time: 5752.65 ms [2020-12-23 08:59:39 main:581] : INFO : Epoch 637 | loss: 0.031222 | val_loss: 0.0312211 | Time: 5797.34 ms [2020-12-23 08:59:45 main:581] : INFO : Epoch 638 | loss: 0.0312197 | val_loss: 0.0312221 | Time: 6102.49 ms [2020-12-23 08:59:51 main:581] : INFO : Epoch 639 | loss: 0.03122 | val_loss: 0.0312219 | Time: 5929.7 ms [2020-12-23 08:59:57 main:581] : INFO : Epoch 640 | loss: 0.0312212 | val_loss: 0.0312284 | Time: 5566.13 ms [2020-12-23 09:00:02 main:581] : INFO : Epoch 641 | loss: 0.031221 | val_loss: 0.0312205 | Time: 5617.42 ms [2020-12-23 09:00:07 main:581] : INFO : Epoch 642 | loss: 0.0312208 | val_loss: 0.031222 | Time: 5286.71 ms [2020-12-23 09:00:13 main:581] : INFO : Epoch 643 | loss: 0.0312273 | val_loss: 0.0312254 | Time: 5269.67 ms [2020-12-23 09:00:18 main:581] : INFO : Epoch 644 | loss: 0.0312243 | val_loss: 0.0312259 | Time: 5302.96 ms [2020-12-23 09:00:24 main:581] : INFO : Epoch 645 | loss: 0.0312238 | val_loss: 0.031223 | Time: 5626.23 ms [2020-12-23 09:00:30 main:581] : INFO : Epoch 646 | loss: 0.0312222 | val_loss: 0.0312221 | Time: 5843.49 ms [2020-12-23 09:00:35 main:581] : INFO : Epoch 647 | loss: 0.0312218 | val_loss: 0.0312211 | Time: 5848 ms [2020-12-23 09:00:41 main:581] : INFO : Epoch 648 | loss: 0.0312203 | val_loss: 0.0312228 | Time: 5775.69 ms [2020-12-23 09:00:47 main:581] : INFO : Epoch 649 | loss: 0.0312225 | val_loss: 0.0312254 | Time: 5706.52 ms [2020-12-23 09:00:53 main:581] : INFO : Epoch 650 | loss: 0.0312241 | val_loss: 0.0312238 | Time: 6015.34 ms [2020-12-23 09:00:59 main:581] : INFO : Epoch 651 | loss: 0.031221 | val_loss: 0.0312225 | Time: 6322.88 ms [2020-12-23 09:01:05 main:581] : INFO : Epoch 652 | loss: 0.0312198 | val_loss: 0.0312273 | Time: 6118.68 ms [2020-12-23 09:01:11 main:581] : INFO : Epoch 653 | loss: 0.0312221 | val_loss: 0.0312212 | Time: 5764.98 ms [2020-12-23 09:01:17 main:581] : INFO : Epoch 654 | loss: 0.0312211 | val_loss: 0.0312214 | Time: 6083.41 ms [2020-12-23 09:01:23 main:581] : INFO : Epoch 655 | loss: 0.031227 | val_loss: 0.0312257 | Time: 5951.83 ms [2020-12-23 09:01:29 main:581] : INFO : Epoch 656 | loss: 0.0312327 | val_loss: 0.0312265 | Time: 6197.26 ms [2020-12-23 09:01:35 main:581] : INFO : Epoch 657 | loss: 0.0312263 | val_loss: 0.0312267 | Time: 5592.53 ms [2020-12-23 09:01:40 main:581] : INFO : Epoch 658 | loss: 0.0312211 | val_loss: 0.0312218 | Time: 5511.48 ms [2020-12-23 09:01:47 main:581] : INFO : Epoch 659 | loss: 0.031221 | val_loss: 0.0312351 | Time: 6260.98 ms [2020-12-23 09:01:52 main:581] : INFO : Epoch 660 | loss: 0.0312276 | val_loss: 0.0312258 | Time: 5757.66 ms [2020-12-23 09:01:58 main:581] : INFO : Epoch 661 | loss: 0.0312217 | val_loss: 0.0312247 | Time: 5859.25 ms [2020-12-23 09:02:04 main:581] : INFO : Epoch 662 | loss: 0.031222 | val_loss: 0.0312255 | Time: 5847.12 ms [2020-12-23 09:02:11 main:581] : INFO : Epoch 663 | loss: 0.0312203 | val_loss: 0.0312201 | Time: 6359.34 ms [2020-12-23 09:02:17 main:581] : INFO : Epoch 664 | loss: 0.0312196 | val_loss: 0.0312253 | Time: 6256.55 ms [2020-12-23 09:02:23 main:581] : INFO : Epoch 665 | loss: 0.0312194 | val_loss: 0.0312232 | Time: 6044.82 ms [2020-12-23 09:02:29 main:581] : INFO : Epoch 666 | loss: 0.0312204 | val_loss: 0.0312198 | Time: 5663.78 ms [2020-12-23 09:02:34 main:581] : INFO : Epoch 667 | loss: 0.0312207 | val_loss: 0.031222 | Time: 5711.51 ms [2020-12-23 09:02:40 main:581] : INFO : Epoch 668 | loss: 0.031223 | val_loss: 0.0312202 | Time: 5804.64 ms [2020-12-23 09:02:46 main:581] : INFO : Epoch 669 | loss: 0.0312196 | val_loss: 0.0312229 | Time: 6104.95 ms [2020-12-23 09:02:52 main:581] : INFO : Epoch 670 | loss: 0.0312246 | val_loss: 0.0312358 | Time: 5570.04 ms [2020-12-23 09:02:58 main:581] : INFO : Epoch 671 | loss: 0.0312262 | val_loss: 0.031224 | Time: 5835.75 ms [2020-12-23 09:03:04 main:581] : INFO : Epoch 672 | loss: 0.0312248 | val_loss: 0.0312209 | Time: 6299.84 ms [2020-12-23 09:03:10 main:581] : INFO : Epoch 673 | loss: 0.0312236 | val_loss: 0.0312271 | Time: 5727.59 ms [2020-12-23 09:03:15 main:581] : INFO : Epoch 674 | loss: 0.0312222 | val_loss: 0.031229 | Time: 5640.87 ms [2020-12-23 09:03:21 main:581] : INFO : Epoch 675 | loss: 0.031222 | val_loss: 0.031226 | Time: 5654.3 ms [2020-12-23 09:03:27 main:581] : INFO : Epoch 676 | loss: 0.0312205 | val_loss: 0.0312212 | Time: 6144.53 ms [2020-12-23 09:03:33 main:581] : INFO : Epoch 677 | loss: 0.0312215 | val_loss: 0.0312219 | Time: 6126.05 ms [2020-12-23 09:03:39 main:581] : INFO : Epoch 678 | loss: 0.0312221 | val_loss: 0.0312341 | Time: 5616.67 ms [2020-12-23 09:03:44 main:581] : INFO : Epoch 679 | loss: 0.0312234 | val_loss: 0.0312198 | Time: 5652.32 ms [2020-12-23 09:03:50 main:581] : INFO : Epoch 680 | loss: 0.0312198 | val_loss: 0.0312236 | Time: 6033.9 ms [2020-12-23 09:03:56 main:581] : INFO : Epoch 681 | loss: 0.03122 | val_loss: 0.0312199 | Time: 5789.27 ms [2020-12-23 09:04:02 main:581] : INFO : Epoch 682 | loss: 0.0312248 | val_loss: 0.0312292 | Time: 5874.63 ms [2020-12-23 09:04:08 main:581] : INFO : Epoch 683 | loss: 0.0312208 | val_loss: 0.0312218 | Time: 5510.15 ms [2020-12-23 09:04:14 main:581] : INFO : Epoch 684 | loss: 0.031219 | val_loss: 0.0312193 | Time: 6073.62 ms [2020-12-23 09:04:20 main:581] : INFO : Epoch 685 | loss: 0.0312191 | val_loss: 0.0312275 | Time: 6062.06 ms [2020-12-23 09:04:26 main:581] : INFO : Epoch 686 | loss: 0.0312222 | val_loss: 0.0312198 | Time: 6246.39 ms [2020-12-23 09:04:32 main:581] : INFO : Epoch 687 | loss: 0.0312202 | val_loss: 0.0312201 | Time: 5543.06 ms [2020-12-23 09:04:37 main:581] : INFO : Epoch 688 | loss: 0.0312208 | val_loss: 0.0312198 | Time: 5902.62 ms [2020-12-23 09:04:44 main:581] : INFO : Epoch 689 | loss: 0.0312196 | val_loss: 0.0312198 | Time: 6409.94 ms [2020-12-23 09:04:50 main:581] : INFO : Epoch 690 | loss: 0.031221 | val_loss: 0.0312211 | Time: 6195.67 ms [2020-12-23 09:04:56 main:581] : INFO : Epoch 691 | loss: 0.0312213 | val_loss: 0.0312207 | Time: 5799.15 ms [2020-12-23 09:05:02 main:581] : INFO : Epoch 692 | loss: 0.031221 | val_loss: 0.0312204 | Time: 6026.77 ms [2020-12-23 09:05:08 main:581] : INFO : Epoch 693 | loss: 0.0312219 | val_loss: 0.0312325 | Time: 6344.16 ms [2020-12-23 09:05:14 main:581] : INFO : Epoch 694 | loss: 0.0312217 | val_loss: 0.031224 | Time: 6097.13 ms [2020-12-23 09:05:20 main:581] : INFO : Epoch 695 | loss: 0.0312234 | val_loss: 0.0312203 | Time: 5817.73 ms [2020-12-23 09:05:26 main:581] : INFO : Epoch 696 | loss: 0.0312204 | val_loss: 0.0312248 | Time: 6078.71 ms [2020-12-23 09:05:33 main:581] : INFO : Epoch 697 | loss: 0.0312205 | val_loss: 0.0312297 | Time: 6570.35 ms [2020-12-23 09:05:39 main:581] : INFO : Epoch 698 | loss: 0.0312221 | val_loss: 0.0312196 | Time: 5800.06 ms [2020-12-23 09:05:44 main:581] : INFO : Epoch 699 | loss: 0.0312202 | val_loss: 0.0312202 | Time: 5801.66 ms [2020-12-23 09:05:50 main:581] : INFO : Epoch 700 | loss: 0.0312189 | val_loss: 0.0312216 | Time: 6032.55 ms [2020-12-23 09:05:56 main:581] : INFO : Epoch 701 | loss: 0.0312182 | val_loss: 0.0312193 | Time: 5937.88 ms [2020-12-23 09:06:02 main:581] : INFO : Epoch 702 | loss: 0.0312201 | val_loss: 0.0312226 | Time: 5911.89 ms [2020-12-23 09:06:08 main:581] : INFO : Epoch 703 | loss: 0.0312208 | val_loss: 0.0312203 | Time: 5817.53 ms [2020-12-23 09:06:14 main:581] : INFO : Epoch 704 | loss: 0.0312195 | val_loss: 0.0312184 | Time: 5548.96 ms [2020-12-23 09:06:20 main:581] : INFO : Epoch 705 | loss: 0.0312231 | val_loss: 0.0312265 | Time: 6137.85 ms [2020-12-23 09:06:26 main:581] : INFO : Epoch 706 | loss: 0.0312228 | val_loss: 0.0312316 | Time: 6114.05 ms [2020-12-23 09:06:31 main:581] : INFO : Epoch 707 | loss: 0.0312221 | val_loss: 0.0312222 | Time: 5594.87 ms [2020-12-23 09:06:37 main:581] : INFO : Epoch 708 | loss: 0.0312217 | val_loss: 0.0312252 | Time: 5868.98 ms [2020-12-23 09:06:43 main:581] : INFO : Epoch 709 | loss: 0.0312233 | val_loss: 0.03122 | Time: 5961.8 ms [2020-12-23 09:06:49 main:581] : INFO : Epoch 710 | loss: 0.0312218 | val_loss: 0.0312218 | Time: 5867.98 ms [2020-12-23 09:06:55 main:581] : INFO : Epoch 711 | loss: 0.0312221 | val_loss: 0.0312196 | Time: 6039.31 ms [2020-12-23 09:07:01 main:581] : INFO : Epoch 712 | loss: 0.0312193 | val_loss: 0.0312289 | Time: 5831.53 ms [2020-12-23 09:07:07 main:581] : INFO : Epoch 713 | loss: 0.0312188 | val_loss: 0.0312191 | Time: 6242.33 ms [2020-12-23 09:07:14 main:581] : INFO : Epoch 714 | loss: 0.0312203 | val_loss: 0.0312194 | Time: 6447.99 ms [2020-12-23 09:07:20 main:581] : INFO : Epoch 715 | loss: 0.0312224 | val_loss: 0.0312292 | Time: 6180.28 ms [2020-12-23 09:07:26 main:581] : INFO : Epoch 716 | loss: 0.0312214 | val_loss: 0.0312234 | Time: 5877.43 ms [2020-12-23 09:07:32 main:581] : INFO : Epoch 717 | loss: 0.031219 | val_loss: 0.0312193 | Time: 6047.16 ms [2020-12-23 09:07:38 main:581] : INFO : Epoch 718 | loss: 0.0312194 | val_loss: 0.0312216 | Time: 6141.99 ms [2020-12-23 09:07:44 main:581] : INFO : Epoch 719 | loss: 0.0312212 | val_loss: 0.0312305 | Time: 6062.86 ms [2020-12-23 09:07:50 main:581] : INFO : Epoch 720 | loss: 0.0312248 | val_loss: 0.031226 | Time: 5883.59 ms [2020-12-23 09:07:56 main:581] : INFO : Epoch 721 | loss: 0.0312208 | val_loss: 0.0312191 | Time: 5972.73 ms [2020-12-23 09:08:02 main:581] : INFO : Epoch 722 | loss: 0.0312197 | val_loss: 0.0312186 | Time: 6186.13 ms [2020-12-23 09:08:08 main:581] : INFO : Epoch 723 | loss: 0.0312184 | val_loss: 0.0312198 | Time: 5947.66 ms [2020-12-23 09:08:14 main:581] : INFO : Epoch 724 | loss: 0.0312205 | val_loss: 0.031219 | Time: 5786.52 ms [2020-12-23 09:08:20 main:581] : INFO : Epoch 725 | loss: 0.0312213 | val_loss: 0.0312247 | Time: 5958.65 ms [2020-12-23 09:08:26 main:581] : INFO : Epoch 726 | loss: 0.0312195 | val_loss: 0.0312178 | Time: 5941.12 ms [2020-12-23 09:08:32 main:581] : INFO : Epoch 727 | loss: 0.0312176 | val_loss: 0.0312175 | Time: 6126.13 ms [2020-12-23 09:08:38 main:581] : INFO : Epoch 728 | loss: 0.031218 | val_loss: 0.031224 | Time: 5944.39 ms [2020-12-23 09:08:44 main:581] : INFO : Epoch 729 | loss: 0.0312234 | val_loss: 0.0312242 | Time: 6270.56 ms [2020-12-23 09:08:50 main:581] : INFO : Epoch 730 | loss: 0.0312186 | val_loss: 0.0312192 | Time: 6073.33 ms [2020-12-23 09:08:56 main:581] : INFO : Epoch 731 | loss: 0.0312205 | val_loss: 0.0312185 | Time: 5973.37 ms [2020-12-23 09:09:02 main:581] : INFO : Epoch 732 | loss: 0.0312195 | val_loss: 0.031218 | Time: 6142.63 ms [2020-12-23 09:09:08 main:581] : INFO : Epoch 733 | loss: 0.0312191 | val_loss: 0.0312189 | Time: 6118.59 ms [2020-12-23 09:09:14 main:581] : INFO : Epoch 734 | loss: 0.0312212 | val_loss: 0.0312249 | Time: 5391.45 ms [2020-12-23 09:09:20 main:581] : INFO : Epoch 735 | loss: 0.0312262 | val_loss: 0.0312258 | Time: 5809.43 ms [2020-12-23 09:09:26 main:581] : INFO : Epoch 736 | loss: 0.0312219 | val_loss: 0.031217 | Time: 6002.92 ms [2020-12-23 09:09:31 main:581] : INFO : Epoch 737 | loss: 0.0312181 | val_loss: 0.0312178 | Time: 5283.51 ms [2020-12-23 09:09:37 main:581] : INFO : Epoch 738 | loss: 0.0312162 | val_loss: 0.0312188 | Time: 5984.14 ms [2020-12-23 09:09:43 main:581] : INFO : Epoch 739 | loss: 0.0312181 | val_loss: 0.0312196 | Time: 5786.04 ms [2020-12-23 09:09:48 main:581] : INFO : Epoch 740 | loss: 0.0312205 | val_loss: 0.0312266 | Time: 5451.99 ms [2020-12-23 09:09:54 main:581] : INFO : Epoch 741 | loss: 0.03122 | val_loss: 0.031219 | Time: 6191.46 ms [2020-12-23 09:10:00 main:581] : INFO : Epoch 742 | loss: 0.0312172 | val_loss: 0.0312176 | Time: 5944.64 ms [2020-12-23 09:10:06 main:581] : INFO : Epoch 743 | loss: 0.0312166 | val_loss: 0.0312194 | Time: 5803.53 ms [2020-12-23 09:10:12 main:581] : INFO : Epoch 744 | loss: 0.0312185 | val_loss: 0.0312181 | Time: 5666 ms [2020-12-23 09:10:18 main:581] : INFO : Epoch 745 | loss: 0.0312198 | val_loss: 0.0312224 | Time: 6316.31 ms [2020-12-23 09:10:24 main:581] : INFO : Epoch 746 | loss: 0.0312224 | val_loss: 0.0312246 | Time: 6287.75 ms [2020-12-23 09:10:30 main:581] : INFO : Epoch 747 | loss: 0.0312201 | val_loss: 0.0312185 | Time: 5836.86 ms [2020-12-23 09:10:36 main:581] : INFO : Epoch 748 | loss: 0.0312177 | val_loss: 0.0312245 | Time: 5650.86 ms [2020-12-23 09:10:42 main:581] : INFO : Epoch 749 | loss: 0.0312177 | val_loss: 0.0312187 | Time: 5716.47 ms [2020-12-23 09:10:48 main:581] : INFO : Epoch 750 | loss: 0.0312184 | val_loss: 0.031218 | Time: 6084.83 ms [2020-12-23 09:10:53 main:581] : INFO : Epoch 751 | loss: 0.0312164 | val_loss: 0.031217 | Time: 5670.76 ms [2020-12-23 09:10:59 main:581] : INFO : Epoch 752 | loss: 0.0312177 | val_loss: 0.0312243 | Time: 5584.79 ms [2020-12-23 09:11:05 main:581] : INFO : Epoch 753 | loss: 0.0312192 | val_loss: 0.0312167 | Time: 5921.23 ms [2020-12-23 09:11:10 main:581] : INFO : Epoch 754 | loss: 0.0312158 | val_loss: 0.0312177 | Time: 5280.59 ms [2020-12-23 09:11:16 main:581] : INFO : Epoch 755 | loss: 0.031217 | val_loss: 0.03122 | Time: 5892.53 ms [2020-12-23 09:11:22 main:581] : INFO : Epoch 756 | loss: 0.031216 | val_loss: 0.0312185 | Time: 5696.29 ms [2020-12-23 09:11:28 main:581] : INFO : Epoch 757 | loss: 0.0312167 | val_loss: 0.0312164 | Time: 5992.19 ms [2020-12-23 09:11:33 main:581] : INFO : Epoch 758 | loss: 0.0312163 | val_loss: 0.0312197 | Time: 5819.78 ms [2020-12-23 09:11:40 main:581] : INFO : Epoch 759 | loss: 0.0312169 | val_loss: 0.0312165 | Time: 6137.46 ms [2020-12-23 09:11:45 main:581] : INFO : Epoch 760 | loss: 0.031216 | val_loss: 0.0312177 | Time: 5575.01 ms [2020-12-23 09:11:51 main:581] : INFO : Epoch 761 | loss: 0.031217 | val_loss: 0.031218 | Time: 5952.32 ms [2020-12-23 09:11:57 main:581] : INFO : Epoch 762 | loss: 0.0312167 | val_loss: 0.0312214 | Time: 6268.54 ms [2020-12-23 09:12:04 main:581] : INFO : Epoch 763 | loss: 0.03122 | val_loss: 0.0312168 | Time: 6220.43 ms [2020-12-23 09:12:09 main:581] : INFO : Epoch 764 | loss: 0.0312183 | val_loss: 0.0312359 | Time: 5791.34 ms [2020-12-23 09:12:15 main:581] : INFO : Epoch 765 | loss: 0.0312215 | val_loss: 0.0312215 | Time: 5666.03 ms [2020-12-23 09:12:21 main:581] : INFO : Epoch 766 | loss: 0.0312208 | val_loss: 0.0312239 | Time: 6358.15 ms [2020-12-23 09:12:28 main:581] : INFO : Epoch 767 | loss: 0.0312174 | val_loss: 0.0312228 | Time: 6332.55 ms [2020-12-23 09:12:34 main:581] : INFO : Epoch 768 | loss: 0.0312186 | val_loss: 0.0312214 | Time: 5934.09 ms [2020-12-23 09:12:40 main:581] : INFO : Epoch 769 | loss: 0.0312189 | val_loss: 0.0312198 | Time: 5856.54 ms [2020-12-23 09:12:46 main:581] : INFO : Epoch 770 | loss: 0.0312173 | val_loss: 0.0312177 | Time: 6272.33 ms [2020-12-23 09:12:52 main:581] : INFO : Epoch 771 | loss: 0.0312159 | val_loss: 0.031218 | Time: 5915.88 ms [2020-12-23 09:12:58 main:581] : INFO : Epoch 772 | loss: 0.031217 | val_loss: 0.0312191 | Time: 5865.99 ms [2020-12-23 09:13:03 main:581] : INFO : Epoch 773 | loss: 0.0312175 | val_loss: 0.0312191 | Time: 5630.42 ms [2020-12-23 09:13:09 main:581] : INFO : Epoch 774 | loss: 0.031217 | val_loss: 0.0312201 | Time: 6211.31 ms [2020-12-23 09:13:15 main:581] : INFO : Epoch 775 | loss: 0.0312164 | val_loss: 0.0312233 | Time: 5859.29 ms [2020-12-23 09:13:21 main:581] : INFO : Epoch 776 | loss: 0.0312173 | val_loss: 0.0312187 | Time: 5748.51 ms [2020-12-23 09:13:27 main:581] : INFO : Epoch 777 | loss: 0.0312173 | val_loss: 0.0312195 | Time: 5669.84 ms [2020-12-23 09:13:33 main:581] : INFO : Epoch 778 | loss: 0.031219 | val_loss: 0.0312195 | Time: 5784.22 ms [2020-12-23 09:13:39 main:581] : INFO : Epoch 779 | loss: 0.0312176 | val_loss: 0.0312195 | Time: 6252.68 ms [2020-12-23 09:13:45 main:581] : INFO : Epoch 780 | loss: 0.0312169 | val_loss: 0.0312251 | Time: 5810.68 ms [2020-12-23 09:13:51 main:581] : INFO : Epoch 781 | loss: 0.0312191 | val_loss: 0.0312179 | Time: 5927.66 ms [2020-12-23 09:13:56 main:581] : INFO : Epoch 782 | loss: 0.031218 | val_loss: 0.0312186 | Time: 5829.17 ms [2020-12-23 09:14:03 main:581] : INFO : Epoch 783 | loss: 0.0312157 | val_loss: 0.0312179 | Time: 6202.21 ms [2020-12-23 09:14:08 main:581] : INFO : Epoch 784 | loss: 0.0312189 | val_loss: 0.0312192 | Time: 5626.92 ms [2020-12-23 09:14:14 main:581] : INFO : Epoch 785 | loss: 0.0312193 | val_loss: 0.0312182 | Time: 5524.57 ms [2020-12-23 09:14:19 main:581] : INFO : Epoch 786 | loss: 0.0312185 | val_loss: 0.0312217 | Time: 5678.28 ms [2020-12-23 09:14:25 main:581] : INFO : Epoch 787 | loss: 0.0312173 | val_loss: 0.0312291 | Time: 5716.89 ms [2020-12-23 09:14:31 main:581] : INFO : Epoch 788 | loss: 0.0312172 | val_loss: 0.0312197 | Time: 6212.71 ms [2020-12-23 09:14:37 main:581] : INFO : Epoch 789 | loss: 0.0312203 | val_loss: 0.0312182 | Time: 5989.65 ms [2020-12-23 09:14:43 main:581] : INFO : Epoch 790 | loss: 0.0312196 | val_loss: 0.0312246 | Time: 5510.5 ms [2020-12-23 09:14:49 main:581] : INFO : Epoch 791 | loss: 0.0312194 | val_loss: 0.0312203 | Time: 5852.94 ms [2020-12-23 09:14:54 main:581] : INFO : Epoch 792 | loss: 0.031217 | val_loss: 0.0312277 | Time: 5801.99 ms [2020-12-23 09:15:01 main:581] : INFO : Epoch 793 | loss: 0.0312214 | val_loss: 0.0312184 | Time: 6306.09 ms [2020-12-23 09:15:07 main:581] : INFO : Epoch 794 | loss: 0.0312162 | val_loss: 0.0312211 | Time: 5803.88 ms [2020-12-23 09:15:12 main:581] : INFO : Epoch 795 | loss: 0.0312187 | val_loss: 0.0312302 | Time: 5856.5 ms [2020-12-23 09:15:18 main:581] : INFO : Epoch 796 | loss: 0.0312218 | val_loss: 0.0312179 | Time: 5738.6 ms [2020-12-23 09:15:24 main:581] : INFO : Epoch 797 | loss: 0.0312204 | val_loss: 0.0312237 | Time: 6031.79 ms [2020-12-23 09:15:30 main:581] : INFO : Epoch 798 | loss: 0.0312184 | val_loss: 0.0312199 | Time: 6044.9 ms [2020-12-23 09:15:36 main:581] : INFO : Epoch 799 | loss: 0.0312235 | val_loss: 0.0312187 | Time: 5661.68 ms [2020-12-23 09:15:42 main:581] : INFO : Epoch 800 | loss: 0.0312191 | val_loss: 0.0312191 | Time: 5681.95 ms [2020-12-23 09:15:48 main:581] : INFO : Epoch 801 | loss: 0.0312214 | val_loss: 0.0312186 | Time: 6286.26 ms [2020-12-23 09:15:54 main:581] : INFO : Epoch 802 | loss: 0.0312158 | val_loss: 0.0312185 | Time: 6096.43 ms [2020-12-23 09:16:00 main:581] : INFO : Epoch 803 | loss: 0.0312172 | val_loss: 0.0312212 | Time: 6057.96 ms [2020-12-23 09:16:06 main:581] : INFO : Epoch 804 | loss: 0.0312159 | val_loss: 0.0312209 | Time: 6114.87 ms [2020-12-23 09:16:12 main:581] : INFO : Epoch 805 | loss: 0.0312203 | val_loss: 0.031219 | Time: 6077 ms [2020-12-23 09:16:18 main:581] : INFO : Epoch 806 | loss: 0.0312201 | val_loss: 0.0312186 | Time: 6062.45 ms [2020-12-23 09:16:24 main:581] : INFO : Epoch 807 | loss: 0.0312174 | val_loss: 0.0312179 | Time: 5997.95 ms [2020-12-23 09:16:30 main:581] : INFO : Epoch 808 | loss: 0.0312168 | val_loss: 0.0312238 | Time: 5987.99 ms [2020-12-23 09:16:36 main:581] : INFO : Epoch 809 | loss: 0.031216 | val_loss: 0.0312178 | Time: 5983.32 ms [2020-12-23 09:16:42 main:581] : INFO : Epoch 810 | loss: 0.031216 | val_loss: 0.0312184 | Time: 5854.81 ms [2020-12-23 09:16:48 main:581] : INFO : Epoch 811 | loss: 0.0312164 | val_loss: 0.0312189 | Time: 5889.09 ms [2020-12-23 09:16:54 main:581] : INFO : Epoch 812 | loss: 0.0312195 | val_loss: 0.0312261 | Time: 6031.4 ms [2020-12-23 09:17:00 main:581] : INFO : Epoch 813 | loss: 0.0312165 | val_loss: 0.0312196 | Time: 6265.05 ms [2020-12-23 09:17:06 main:581] : INFO : Epoch 814 | loss: 0.0312166 | val_loss: 0.031225 | Time: 6039.1 ms [2020-12-23 09:17:12 main:581] : INFO : Epoch 815 | loss: 0.0312211 | val_loss: 0.0312228 | Time: 6137.54 ms [2020-12-23 09:17:18 main:581] : INFO : Epoch 816 | loss: 0.0312174 | val_loss: 0.0312185 | Time: 5958.81 ms [2020-12-23 09:17:24 main:581] : INFO : Epoch 817 | loss: 0.0312168 | val_loss: 0.0312248 | Time: 5891.25 ms [2020-12-23 09:17:30 main:581] : INFO : Epoch 818 | loss: 0.0312181 | val_loss: 0.0312252 | Time: 5999.33 ms [2020-12-23 09:17:36 main:581] : INFO : Epoch 819 | loss: 0.0312229 | val_loss: 0.0312184 | Time: 6086.6 ms [2020-12-23 09:17:42 main:581] : INFO : Epoch 820 | loss: 0.0312196 | val_loss: 0.0312369 | Time: 6047.7 ms [2020-12-23 09:17:48 main:581] : INFO : Epoch 821 | loss: 0.0312226 | val_loss: 0.0312186 | Time: 5793.97 ms [2020-12-23 09:17:54 main:581] : INFO : Epoch 822 | loss: 0.0312172 | val_loss: 0.0312185 | Time: 5863.79 ms [2020-12-23 09:18:00 main:581] : INFO : Epoch 823 | loss: 0.0312172 | val_loss: 0.0312226 | Time: 5862.49 ms [2020-12-23 09:18:06 main:581] : INFO : Epoch 824 | loss: 0.0312167 | val_loss: 0.0312181 | Time: 5800.35 ms [2020-12-23 09:18:12 main:581] : INFO : Epoch 825 | loss: 0.0312149 | val_loss: 0.0312184 | Time: 5842.62 ms [2020-12-23 09:18:17 main:581] : INFO : Epoch 826 | loss: 0.0312161 | val_loss: 0.0312211 | Time: 5662.21 ms [2020-12-23 09:18:23 main:581] : INFO : Epoch 827 | loss: 0.0312162 | val_loss: 0.0312185 | Time: 5315.49 ms [2020-12-23 09:18:28 main:581] : INFO : Epoch 828 | loss: 0.0312193 | val_loss: 0.0312173 | Time: 5314.34 ms [2020-12-23 09:18:33 main:581] : INFO : Epoch 829 | loss: 0.0312158 | val_loss: 0.0312181 | Time: 5331.36 ms [2020-12-23 09:18:39 main:581] : INFO : Epoch 830 | loss: 0.031216 | val_loss: 0.0312179 | Time: 5737.13 ms [2020-12-23 09:18:45 main:581] : INFO : Epoch 831 | loss: 0.0312166 | val_loss: 0.0312199 | Time: 5910.31 ms [2020-12-23 09:18:51 main:581] : INFO : Epoch 832 | loss: 0.0312156 | val_loss: 0.0312212 | Time: 5913.26 ms [2020-12-23 09:18:57 main:581] : INFO : Epoch 833 | loss: 0.0312182 | val_loss: 0.0312233 | Time: 5919.78 ms [2020-12-23 09:19:03 main:581] : INFO : Epoch 834 | loss: 0.0312171 | val_loss: 0.031219 | Time: 6307.99 ms [2020-12-23 09:19:09 main:581] : INFO : Epoch 835 | loss: 0.0312222 | val_loss: 0.0312206 | Time: 6135.79 ms [2020-12-23 09:19:15 main:581] : INFO : Epoch 836 | loss: 0.0312283 | val_loss: 0.0312247 | Time: 6104.39 ms [2020-12-23 09:19:21 main:581] : INFO : Epoch 837 | loss: 0.0312199 | val_loss: 0.0312178 | Time: 6013.64 ms [2020-12-23 09:19:27 main:581] : INFO : Epoch 838 | loss: 0.0312205 | val_loss: 0.0312204 | Time: 5625.45 ms [2020-12-23 09:19:33 main:581] : INFO : Epoch 839 | loss: 0.0312213 | val_loss: 0.0312181 | Time: 5682.71 ms [2020-12-23 09:19:39 main:581] : INFO : Epoch 840 | loss: 0.0312159 | val_loss: 0.0312194 | Time: 5996.42 ms [2020-12-23 09:19:44 main:581] : INFO : Epoch 841 | loss: 0.0312173 | val_loss: 0.0312227 | Time: 5526.55 ms [2020-12-23 09:19:50 main:581] : INFO : Epoch 842 | loss: 0.0312185 | val_loss: 0.0312234 | Time: 5931.51 ms [2020-12-23 09:19:56 main:581] : INFO : Epoch 843 | loss: 0.0312172 | val_loss: 0.031217 | Time: 5991.74 ms [2020-12-23 09:20:02 main:581] : INFO : Epoch 844 | loss: 0.0312165 | val_loss: 0.0312172 | Time: 5821.7 ms [2020-12-23 09:20:08 main:581] : INFO : Epoch 845 | loss: 0.031215 | val_loss: 0.0312181 | Time: 6245.03 ms [2020-12-23 09:20:14 main:581] : INFO : Epoch 846 | loss: 0.0312152 | val_loss: 0.0312246 | Time: 5803.94 ms [2020-12-23 09:20:20 main:581] : INFO : Epoch 847 | loss: 0.0312201 | val_loss: 0.0312191 | Time: 5866.98 ms [2020-12-23 09:20:26 main:581] : INFO : Epoch 848 | loss: 0.031225 | val_loss: 0.0312266 | Time: 6241.59 ms [2020-12-23 09:20:32 main:581] : INFO : Epoch 849 | loss: 0.0312216 | val_loss: 0.0312179 | Time: 6212.19 ms [2020-12-23 09:20:38 main:581] : INFO : Epoch 850 | loss: 0.0312162 | val_loss: 0.0312174 | Time: 6004.45 ms [2020-12-23 09:20:44 main:581] : INFO : Epoch 851 | loss: 0.0312152 | val_loss: 0.0312176 | Time: 5932.39 ms [2020-12-23 09:20:50 main:581] : INFO : Epoch 852 | loss: 0.0312148 | val_loss: 0.0312185 | Time: 5870.56 ms [2020-12-23 09:20:56 main:581] : INFO : Epoch 853 | loss: 0.0312149 | val_loss: 0.0312172 | Time: 6254.96 ms [2020-12-23 09:21:02 main:581] : INFO : Epoch 854 | loss: 0.0312162 | val_loss: 0.0312303 | Time: 5907.23 ms [2020-12-23 09:21:08 main:581] : INFO : Epoch 855 | loss: 0.0312154 | val_loss: 0.0312174 | Time: 5950.12 ms [2020-12-23 09:21:14 main:581] : INFO : Epoch 856 | loss: 0.0312159 | val_loss: 0.0312174 | Time: 5514.88 ms [2020-12-23 09:21:19 main:581] : INFO : Epoch 857 | loss: 0.0312156 | val_loss: 0.0312189 | Time: 5464.39 ms [2020-12-23 09:21:25 main:581] : INFO : Epoch 858 | loss: 0.0312158 | val_loss: 0.0312202 | Time: 6142.35 ms [2020-12-23 09:21:31 main:581] : INFO : Epoch 859 | loss: 0.0312188 | val_loss: 0.0312295 | Time: 5785 ms [2020-12-23 09:21:37 main:581] : INFO : Epoch 860 | loss: 0.0312182 | val_loss: 0.0312185 | Time: 6174.5 ms [2020-12-23 09:21:44 main:581] : INFO : Epoch 861 | loss: 0.0312164 | val_loss: 0.0312331 | Time: 6261.03 ms [2020-12-23 09:21:50 main:581] : INFO : Epoch 862 | loss: 0.0312183 | val_loss: 0.031226 | Time: 6099.84 ms [2020-12-23 09:21:55 main:581] : INFO : Epoch 863 | loss: 0.0312166 | val_loss: 0.0312168 | Time: 5596.98 ms [2020-12-23 09:22:01 main:581] : INFO : Epoch 864 | loss: 0.0312147 | val_loss: 0.0312188 | Time: 5940.96 ms [2020-12-23 09:22:07 main:581] : INFO : Epoch 865 | loss: 0.031217 | val_loss: 0.0312268 | Time: 5914.03 ms [2020-12-23 09:22:13 main:581] : INFO : Epoch 866 | loss: 0.03122 | val_loss: 0.03122 | Time: 6192.67 ms [2020-12-23 09:22:19 main:581] : INFO : Epoch 867 | loss: 0.0312247 | val_loss: 0.0312242 | Time: 5685.77 ms [2020-12-23 09:22:25 main:581] : INFO : Epoch 868 | loss: 0.0312168 | val_loss: 0.0312228 | Time: 5912.81 ms [2020-12-23 09:22:31 main:581] : INFO : Epoch 869 | loss: 0.031217 | val_loss: 0.0312208 | Time: 6377.24 ms [2020-12-23 09:22:37 main:581] : INFO : Epoch 870 | loss: 0.0312157 | val_loss: 0.0312172 | Time: 6143.73 ms [2020-12-23 09:22:43 main:581] : INFO : Epoch 871 | loss: 0.031216 | val_loss: 0.0312181 | Time: 5769.96 ms [2020-12-23 09:22:49 main:581] : INFO : Epoch 872 | loss: 0.0312144 | val_loss: 0.0312171 | Time: 5990.18 ms [2020-12-23 09:22:56 main:581] : INFO : Epoch 873 | loss: 0.0312164 | val_loss: 0.0312179 | Time: 6353.99 ms [2020-12-23 09:23:01 main:581] : INFO : Epoch 874 | loss: 0.0312153 | val_loss: 0.0312179 | Time: 5971.27 ms [2020-12-23 09:23:07 main:581] : INFO : Epoch 875 | loss: 0.0312187 | val_loss: 0.0312195 | Time: 5750.33 ms [2020-12-23 09:23:13 main:581] : INFO : Epoch 876 | loss: 0.031215 | val_loss: 0.0312175 | Time: 6057.44 ms [2020-12-23 09:23:20 main:581] : INFO : Epoch 877 | loss: 0.0312175 | val_loss: 0.0312192 | Time: 6327.02 ms [2020-12-23 09:23:26 main:581] : INFO : Epoch 878 | loss: 0.0312167 | val_loss: 0.0312187 | Time: 6116.74 ms [2020-12-23 09:23:32 main:581] : INFO : Epoch 879 | loss: 0.0312146 | val_loss: 0.0312175 | Time: 5822.82 ms [2020-12-23 09:23:37 main:581] : INFO : Epoch 880 | loss: 0.0312177 | val_loss: 0.0312177 | Time: 5918.49 ms [2020-12-23 09:23:44 main:581] : INFO : Epoch 881 | loss: 0.0312187 | val_loss: 0.0312178 | Time: 6361.32 ms [2020-12-23 09:23:50 main:581] : INFO : Epoch 882 | loss: 0.0312157 | val_loss: 0.0312175 | Time: 6039.12 ms [2020-12-23 09:23:55 main:581] : INFO : Epoch 883 | loss: 0.0312153 | val_loss: 0.0312175 | Time: 5517.69 ms [2020-12-23 09:24:01 main:581] : INFO : Epoch 884 | loss: 0.0312163 | val_loss: 0.0312189 | Time: 5870.61 ms [2020-12-23 09:24:08 main:581] : INFO : Epoch 885 | loss: 0.0312192 | val_loss: 0.0312176 | Time: 6251.01 ms [2020-12-23 09:24:14 main:581] : INFO : Epoch 886 | loss: 0.0312161 | val_loss: 0.0312188 | Time: 6039.87 ms [2020-12-23 09:24:19 main:581] : INFO : Epoch 887 | loss: 0.031217 | val_loss: 0.0312249 | Time: 5915.8 ms [2020-12-23 09:24:25 main:581] : INFO : Epoch 888 | loss: 0.0312197 | val_loss: 0.0312182 | Time: 5689.38 ms [2020-12-23 09:24:31 main:581] : INFO : Epoch 889 | loss: 0.0312178 | val_loss: 0.0312229 | Time: 5435.18 ms [2020-12-23 09:24:37 main:581] : INFO : Epoch 890 | loss: 0.0312171 | val_loss: 0.0312237 | Time: 6508.87 ms [2020-12-23 09:24:43 main:581] : INFO : Epoch 891 | loss: 0.0312154 | val_loss: 0.0312173 | Time: 5862.3 ms [2020-12-23 09:24:49 main:581] : INFO : Epoch 892 | loss: 0.0312154 | val_loss: 0.0312171 | Time: 5925.71 ms [2020-12-23 09:24:55 main:581] : INFO : Epoch 893 | loss: 0.0312231 | val_loss: 0.0312346 | Time: 6395.23 ms [2020-12-23 09:25:02 main:581] : INFO : Epoch 894 | loss: 0.0312182 | val_loss: 0.0312228 | Time: 6319.88 ms [2020-12-23 09:25:08 main:581] : INFO : Epoch 895 | loss: 0.0312191 | val_loss: 0.0312226 | Time: 6037.1 ms [2020-12-23 09:25:13 main:581] : INFO : Epoch 896 | loss: 0.0312186 | val_loss: 0.0312187 | Time: 5613.62 ms [2020-12-23 09:25:19 main:581] : INFO : Epoch 897 | loss: 0.0312155 | val_loss: 0.0312188 | Time: 6188.2 ms [2020-12-23 09:25:26 main:581] : INFO : Epoch 898 | loss: 0.0312161 | val_loss: 0.0312205 | Time: 6330.69 ms [2020-12-23 09:25:32 main:581] : INFO : Epoch 899 | loss: 0.0312148 | val_loss: 0.0312195 | Time: 6499.29 ms [2020-12-23 09:25:38 main:581] : INFO : Epoch 900 | loss: 0.0312168 | val_loss: 0.031219 | Time: 5786.27 ms [2020-12-23 09:25:44 main:581] : INFO : Epoch 901 | loss: 0.031215 | val_loss: 0.0312179 | Time: 5859.58 ms [2020-12-23 09:25:50 main:581] : INFO : Epoch 902 | loss: 0.0312137 | val_loss: 0.0312174 | Time: 6543.17 ms [2020-12-23 09:25:57 main:581] : INFO : Epoch 903 | loss: 0.0312144 | val_loss: 0.0312179 | Time: 6144.25 ms [2020-12-23 09:26:03 main:581] : INFO : Epoch 904 | loss: 0.0312175 | val_loss: 0.0312189 | Time: 5985.74 ms [2020-12-23 09:26:08 main:581] : INFO : Epoch 905 | loss: 0.0312153 | val_loss: 0.0312174 | Time: 5880.87 ms [2020-12-23 09:26:14 main:581] : INFO : Epoch 906 | loss: 0.031216 | val_loss: 0.0312197 | Time: 5431.18 ms [2020-12-23 09:26:20 main:581] : INFO : Epoch 907 | loss: 0.0312176 | val_loss: 0.0312258 | Time: 5813.83 ms [2020-12-23 09:26:25 main:581] : INFO : Epoch 908 | loss: 0.0312162 | val_loss: 0.031225 | Time: 5391.72 ms [2020-12-23 09:26:31 main:581] : INFO : Epoch 909 | loss: 0.031215 | val_loss: 0.0312258 | Time: 5772.14 ms [2020-12-23 09:26:36 main:581] : INFO : Epoch 910 | loss: 0.0312166 | val_loss: 0.031223 | Time: 5494.58 ms [2020-12-23 09:26:43 main:581] : INFO : Epoch 911 | loss: 0.0312202 | val_loss: 0.0312179 | Time: 6111.36 ms [2020-12-23 09:26:48 main:581] : INFO : Epoch 912 | loss: 0.0312141 | val_loss: 0.0312191 | Time: 5971.37 ms [2020-12-23 09:26:54 main:581] : INFO : Epoch 913 | loss: 0.0312138 | val_loss: 0.0312175 | Time: 5732.8 ms [2020-12-23 09:27:00 main:581] : INFO : Epoch 914 | loss: 0.0312136 | val_loss: 0.0312193 | Time: 5931.48 ms [2020-12-23 09:27:06 main:581] : INFO : Epoch 915 | loss: 0.0312163 | val_loss: 0.0312181 | Time: 5967.6 ms [2020-12-23 09:27:13 main:581] : INFO : Epoch 916 | loss: 0.0312153 | val_loss: 0.0312178 | Time: 7020.32 ms [2020-12-23 09:27:19 main:581] : INFO : Epoch 917 | loss: 0.0312153 | val_loss: 0.0312183 | Time: 6085.73 ms [2020-12-23 09:27:26 main:581] : INFO : Epoch 918 | loss: 0.0312168 | val_loss: 0.0312214 | Time: 6346.52 ms [2020-12-23 09:27:31 main:581] : INFO : Epoch 919 | loss: 0.0312182 | val_loss: 0.0312198 | Time: 5818.45 ms [2020-12-23 09:27:38 main:581] : INFO : Epoch 920 | loss: 0.03122 | val_loss: 0.0312222 | Time: 6233.39 ms [2020-12-23 09:27:44 main:581] : INFO : Epoch 921 | loss: 0.0312154 | val_loss: 0.0312187 | Time: 6132.54 ms [2020-12-23 09:27:50 main:581] : INFO : Epoch 922 | loss: 0.0312133 | val_loss: 0.0312191 | Time: 6028.14 ms [2020-12-23 09:27:56 main:581] : INFO : Epoch 923 | loss: 0.0312169 | val_loss: 0.0312207 | Time: 5968.8 ms [2020-12-23 09:28:03 main:581] : INFO : Epoch 924 | loss: 0.0312179 | val_loss: 0.0312184 | Time: 6775.46 ms [2020-12-23 09:28:08 main:581] : INFO : Epoch 925 | loss: 0.0312244 | val_loss: 0.0312191 | Time: 5670.89 ms [2020-12-23 09:28:14 main:581] : INFO : Epoch 926 | loss: 0.0312232 | val_loss: 0.0312193 | Time: 6012.48 ms [2020-12-23 09:28:20 main:581] : INFO : Epoch 927 | loss: 0.0312153 | val_loss: 0.0312235 | Time: 6121.37 ms [2020-12-23 09:28:27 main:581] : INFO : Epoch 928 | loss: 0.0312153 | val_loss: 0.031218 | Time: 6267.16 ms [2020-12-23 09:28:33 main:581] : INFO : Epoch 929 | loss: 0.0312149 | val_loss: 0.0312181 | Time: 6305.72 ms [2020-12-23 09:28:39 main:581] : INFO : Epoch 930 | loss: 0.0312147 | val_loss: 0.031222 | Time: 6079.65 ms [2020-12-23 09:28:45 main:581] : INFO : Epoch 931 | loss: 0.0312175 | val_loss: 0.0312196 | Time: 6239.08 ms [2020-12-23 09:28:51 main:581] : INFO : Epoch 932 | loss: 0.0312175 | val_loss: 0.0312201 | Time: 6237.23 ms [2020-12-23 09:28:58 main:581] : INFO : Epoch 933 | loss: 0.0312178 | val_loss: 0.0312194 | Time: 6370.66 ms [2020-12-23 09:29:04 main:581] : INFO : Epoch 934 | loss: 0.0312163 | val_loss: 0.0312181 | Time: 5957.21 ms [2020-12-23 09:29:10 main:581] : INFO : Epoch 935 | loss: 0.0312159 | val_loss: 0.0312216 | Time: 5893.51 ms [2020-12-23 09:29:16 main:581] : INFO : Epoch 936 | loss: 0.031214 | val_loss: 0.0312176 | Time: 6273.55 ms [2020-12-23 09:29:22 main:581] : INFO : Epoch 937 | loss: 0.031215 | val_loss: 0.0312196 | Time: 6172.06 ms [2020-12-23 09:29:28 main:581] : INFO : Epoch 938 | loss: 0.0312136 | val_loss: 0.0312181 | Time: 5888.62 ms [2020-12-23 09:29:34 main:581] : INFO : Epoch 939 | loss: 0.0312143 | val_loss: 0.0312174 | Time: 6071.93 ms [2020-12-23 09:29:41 main:581] : INFO : Epoch 940 | loss: 0.0312131 | val_loss: 0.0312195 | Time: 6655.83 ms [2020-12-23 09:29:47 main:581] : INFO : Epoch 941 | loss: 0.0312164 | val_loss: 0.0312268 | Time: 6001.89 ms [2020-12-23 09:29:53 main:581] : INFO : Epoch 942 | loss: 0.0312174 | val_loss: 0.0312187 | Time: 5958.85 ms [2020-12-23 09:29:59 main:581] : INFO : Epoch 943 | loss: 0.0312163 | val_loss: 0.0312206 | Time: 5966.76 ms [2020-12-23 09:30:05 main:581] : INFO : Epoch 944 | loss: 0.0312175 | val_loss: 0.0312208 | Time: 6236.04 ms [2020-12-23 09:30:11 main:581] : INFO : Epoch 945 | loss: 0.0312183 | val_loss: 0.031223 | Time: 6359.34 ms [2020-12-23 09:30:17 main:581] : INFO : Epoch 946 | loss: 0.0312183 | val_loss: 0.0312261 | Time: 6020.67 ms [2020-12-23 09:30:23 main:581] : INFO : Epoch 947 | loss: 0.0312152 | val_loss: 0.0312211 | Time: 5764.25 ms [2020-12-23 09:30:29 main:581] : INFO : Epoch 948 | loss: 0.0312144 | val_loss: 0.031219 | Time: 5956.8 ms [2020-12-23 09:30:35 main:581] : INFO : Epoch 949 | loss: 0.0312162 | val_loss: 0.0312194 | Time: 6400.34 ms [2020-12-23 09:30:42 main:581] : INFO : Epoch 950 | loss: 0.0312172 | val_loss: 0.0312282 | Time: 6134.29 ms [2020-12-23 09:30:47 main:581] : INFO : Epoch 951 | loss: 0.0312177 | val_loss: 0.0312182 | Time: 5696.26 ms [2020-12-23 09:30:53 main:581] : INFO : Epoch 952 | loss: 0.031214 | val_loss: 0.0312182 | Time: 5875.71 ms [2020-12-23 09:30:59 main:581] : INFO : Epoch 953 | loss: 0.0312195 | val_loss: 0.031219 | Time: 6169.12 ms [2020-12-23 09:31:06 main:581] : INFO : Epoch 954 | loss: 0.0312154 | val_loss: 0.0312209 | Time: 6547.98 ms [2020-12-23 09:31:13 main:581] : INFO : Epoch 955 | loss: 0.0312153 | val_loss: 0.0312176 | Time: 7114.75 ms [2020-12-23 09:31:19 main:581] : INFO : Epoch 956 | loss: 0.031214 | val_loss: 0.0312184 | Time: 6070.79 ms [2020-12-23 09:31:25 main:581] : INFO : Epoch 957 | loss: 0.0312157 | val_loss: 0.0312185 | Time: 5980.3 ms [2020-12-23 09:31:30 main:581] : INFO : Epoch 958 | loss: 0.0312158 | val_loss: 0.0312181 | Time: 5366.21 ms [2020-12-23 09:31:36 main:581] : INFO : Epoch 959 | loss: 0.0312153 | val_loss: 0.0312199 | Time: 5869.88 ms [2020-12-23 09:31:42 main:581] : INFO : Epoch 960 | loss: 0.031214 | val_loss: 0.0312204 | Time: 6178.92 ms [2020-12-23 09:31:48 main:581] : INFO : Epoch 961 | loss: 0.0312137 | val_loss: 0.0312179 | Time: 5707.85 ms [2020-12-23 09:31:54 main:581] : INFO : Epoch 962 | loss: 0.0312248 | val_loss: 0.0312251 | Time: 6190.5 ms [2020-12-23 09:32:00 main:581] : INFO : Epoch 963 | loss: 0.0312239 | val_loss: 0.0312214 | Time: 5645.18 ms [2020-12-23 09:32:06 main:581] : INFO : Epoch 964 | loss: 0.0312249 | val_loss: 0.0312296 | Time: 5666.81 ms [2020-12-23 09:32:12 main:581] : INFO : Epoch 965 | loss: 0.0312277 | val_loss: 0.0312388 | Time: 6270.37 ms [2020-12-23 09:32:18 main:581] : INFO : Epoch 966 | loss: 0.0312282 | val_loss: 0.0312199 | Time: 6192.07 ms [2020-12-23 09:32:24 main:581] : INFO : Epoch 967 | loss: 0.031222 | val_loss: 0.0312191 | Time: 6067.14 ms [2020-12-23 09:32:30 main:581] : INFO : Epoch 968 | loss: 0.0312203 | val_loss: 0.0312204 | Time: 5474.69 ms [2020-12-23 09:32:36 main:581] : INFO : Epoch 969 | loss: 0.0312218 | val_loss: 0.0312185 | Time: 6224.56 ms [2020-12-23 09:32:42 main:581] : INFO : Epoch 970 | loss: 0.0312217 | val_loss: 0.0312189 | Time: 6484.22 ms [2020-12-23 09:32:48 main:581] : INFO : Epoch 971 | loss: 0.0312197 | val_loss: 0.0312258 | Time: 5741.63 ms [2020-12-23 09:32:54 main:581] : INFO : Epoch 972 | loss: 0.0312199 | val_loss: 0.0312193 | Time: 5475.29 ms [2020-12-23 09:32:59 main:581] : INFO : Epoch 973 | loss: 0.0312176 | val_loss: 0.0312155 | Time: 5868.2 ms [2020-12-23 09:33:06 main:581] : INFO : Epoch 974 | loss: 0.0312178 | val_loss: 0.0312169 | Time: 6167.17 ms [2020-12-23 09:33:12 main:581] : INFO : Epoch 975 | loss: 0.0312177 | val_loss: 0.031218 | Time: 5970.31 ms [2020-12-23 09:33:17 main:581] : INFO : Epoch 976 | loss: 0.0312184 | val_loss: 0.0312217 | Time: 5735.63 ms [2020-12-23 09:33:24 main:581] : INFO : Epoch 977 | loss: 0.0312296 | val_loss: 0.0312306 | Time: 6192.19 ms [2020-12-23 09:33:30 main:581] : INFO : Epoch 978 | loss: 0.031227 | val_loss: 0.0312255 | Time: 6224.56 ms [2020-12-23 09:33:36 main:581] : INFO : Epoch 979 | loss: 0.0312242 | val_loss: 0.0312253 | Time: 6127.22 ms [2020-12-23 09:33:42 main:581] : INFO : Epoch 980 | loss: 0.0312234 | val_loss: 0.0312251 | Time: 5930.26 ms [2020-12-23 09:33:48 main:581] : INFO : Epoch 981 | loss: 0.031223 | val_loss: 0.0312232 | Time: 5944.08 ms [2020-12-23 09:33:54 main:581] : INFO : Epoch 982 | loss: 0.0312219 | val_loss: 0.0312237 | Time: 6300.13 ms [2020-12-23 09:34:00 main:581] : INFO : Epoch 983 | loss: 0.0312233 | val_loss: 0.0312258 | Time: 6173.99 ms [2020-12-23 09:34:06 main:581] : INFO : Epoch 984 | loss: 0.031223 | val_loss: 0.0312326 | Time: 5878.28 ms [2020-12-23 09:34:12 main:581] : INFO : Epoch 985 | loss: 0.0312246 | val_loss: 0.0312247 | Time: 5977.65 ms [2020-12-23 09:34:18 main:581] : INFO : Epoch 986 | loss: 0.031224 | val_loss: 0.0312236 | Time: 6151.61 ms [2020-12-23 09:34:24 main:581] : INFO : Epoch 987 | loss: 0.0312234 | val_loss: 0.0312236 | Time: 6078.72 ms [2020-12-23 09:34:30 main:581] : INFO : Epoch 988 | loss: 0.031223 | val_loss: 0.0312229 | Time: 5866.02 ms [2020-12-23 09:34:36 main:581] : INFO : Epoch 989 | loss: 0.0312225 | val_loss: 0.0312243 | Time: 6211.08 ms [2020-12-23 09:34:42 main:581] : INFO : Epoch 990 | loss: 0.031223 | val_loss: 0.0312248 | Time: 6018.15 ms [2020-12-23 09:34:48 main:581] : INFO : Epoch 991 | loss: 0.0312223 | val_loss: 0.0312241 | Time: 5739.3 ms [2020-12-23 09:34:54 main:581] : INFO : Epoch 992 | loss: 0.0312233 | val_loss: 0.0312246 | Time: 6191.8 ms [2020-12-23 09:35:00 main:581] : INFO : Epoch 993 | loss: 0.0312228 | val_loss: 0.0312221 | Time: 6062.5 ms [2020-12-23 09:35:06 main:581] : INFO : Epoch 994 | loss: 0.0312218 | val_loss: 0.0312225 | Time: 5741.8 ms [2020-12-23 09:35:12 main:581] : INFO : Epoch 995 | loss: 0.0312216 | val_loss: 0.0312228 | Time: 6245.6 ms [2020-12-23 09:35:18 main:581] : INFO : Epoch 996 | loss: 0.0312222 | val_loss: 0.0312249 | Time: 5735.43 ms [2020-12-23 09:35:24 main:581] : INFO : Epoch 997 | loss: 0.0312217 | val_loss: 0.0312232 | Time: 5822.62 ms [2020-12-23 09:35:30 main:581] : INFO : Epoch 998 | loss: 0.0312225 | val_loss: 0.0312219 | Time: 6041.67 ms [2020-12-23 09:35:36 main:581] : INFO : Epoch 999 | loss: 0.0312221 | val_loss: 0.0312243 | Time: 5922.97 ms [2020-12-23 09:35:42 main:581] : INFO : Epoch 1000 | loss: 0.0312214 | val_loss: 0.0312253 | Time: 5661.43 ms [2020-12-23 09:35:47 main:581] : INFO : Epoch 1001 | loss: 0.0312215 | val_loss: 0.0312237 | Time: 5757.28 ms [2020-12-23 09:35:53 main:581] : INFO : Epoch 1002 | loss: 0.0312216 | val_loss: 0.0312256 | Time: 6062.27 ms [2020-12-23 09:35:59 main:581] : INFO : Epoch 1003 | loss: 0.0312218 | val_loss: 0.0312223 | Time: 5983.32 ms [2020-12-23 09:36:05 main:581] : INFO : Epoch 1004 | loss: 0.0312218 | val_loss: 0.0312247 | Time: 5333.66 ms [2020-12-23 09:36:10 main:581] : INFO : Epoch 1005 | loss: 0.0312357 | val_loss: 0.0312339 | Time: 5585.03 ms [2020-12-23 09:36:16 main:581] : INFO : Epoch 1006 | loss: 0.0312353 | val_loss: 0.0312334 | Time: 6069.4 ms [2020-12-23 09:36:23 main:581] : INFO : Epoch 1007 | loss: 0.0312307 | val_loss: 0.0312274 | Time: 6297.99 ms [2020-12-23 09:36:29 main:581] : INFO : Epoch 1008 | loss: 0.0312287 | val_loss: 0.0312278 | Time: 5863.24 ms [2020-12-23 09:36:34 main:581] : INFO : Epoch 1009 | loss: 0.0312276 | val_loss: 0.0312265 | Time: 5725.84 ms [2020-12-23 09:36:40 main:581] : INFO : Epoch 1010 | loss: 0.0312285 | val_loss: 0.0312321 | Time: 6076.43 ms [2020-12-23 09:36:46 main:581] : INFO : Epoch 1011 | loss: 0.0312286 | val_loss: 0.0312294 | Time: 5892.64 ms [2020-12-23 09:36:53 main:581] : INFO : Epoch 1012 | loss: 0.0312291 | val_loss: 0.0312268 | Time: 6654.57 ms [2020-12-23 09:36:59 main:581] : INFO : Epoch 1013 | loss: 0.0312285 | val_loss: 0.0312277 | Time: 5949.51 ms [2020-12-23 09:37:05 main:581] : INFO : Epoch 1014 | loss: 0.0312261 | val_loss: 0.0312268 | Time: 5850.06 ms [2020-12-23 09:37:11 main:581] : INFO : Epoch 1015 | loss: 0.0312276 | val_loss: 0.0312279 | Time: 6589.07 ms [2020-12-23 09:37:18 main:581] : INFO : Epoch 1016 | loss: 0.0312278 | val_loss: 0.0312283 | Time: 6259.71 ms [2020-12-23 09:37:23 main:581] : INFO : Epoch 1017 | loss: 0.0312266 | val_loss: 0.0312274 | Time: 5892.15 ms [2020-12-23 09:37:30 main:581] : INFO : Epoch 1018 | loss: 0.0312251 | val_loss: 0.0312262 | Time: 6290.69 ms [2020-12-23 09:37:36 main:581] : INFO : Epoch 1019 | loss: 0.0312262 | val_loss: 0.0312265 | Time: 6410.15 ms [2020-12-23 09:37:42 main:581] : INFO : Epoch 1020 | loss: 0.0312286 | val_loss: 0.0312281 | Time: 5732.58 ms [2020-12-23 09:37:48 main:581] : INFO : Epoch 1021 | loss: 0.0312292 | val_loss: 0.0312283 | Time: 5746.85 ms [2020-12-23 09:37:54 main:581] : INFO : Epoch 1022 | loss: 0.0312262 | val_loss: 0.0312267 | Time: 6076.71 ms [2020-12-23 09:38:00 main:581] : INFO : Epoch 1023 | loss: 0.0312254 | val_loss: 0.0312286 | Time: 5948.06 ms [2020-12-23 09:38:05 main:581] : INFO : Epoch 1024 | loss: 0.0312263 | val_loss: 0.0312285 | Time: 5810.71 ms [2020-12-23 09:38:05 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312285 [2020-12-23 09:38:05 main:610] : INFO : Saving end state to config to file [2020-12-23 09:38:05 main:615] : INFO : Success, exiting.. 09:38:05 (107112): 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)