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SRNTT.log
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2019-02-28 01:54:00,179 root INFO Testing mode
2019-02-28 01:54:00,204 root INFO Building graph ...
2019-02-28 01:54:00,223 root INFO Build SRNTT model
2019-02-28 01:54:02,889 root INFO Build VGG19 model
2019-02-28 01:54:05,562 root INFO Initialize the swapper
2019-02-28 01:54:05,564 root INFO Loading models ...
2019-02-28 01:54:11,709 root INFO SUCCESS load SRNTT/models/SRNTT/srntt.npz
2019-02-28 01:54:11,709 root INFO ********** Start testing **********
2019-02-28 01:54:11,709 root INFO Get VGG19 Feature Maps
2019-02-28 01:54:11,709 root INFO [1/2] Getting feature map of Ref image ...
2019-02-28 01:54:12,353 root INFO [2/2] Getting feature map of LR->SR Ref image ...
2019-02-28 01:54:13,003 root INFO Patch-Wise Matching and Swapping
2019-02-28 01:54:13,003 root INFO Patch 001/001
2019-02-28 01:54:13,004 root INFO Getting feature map of input LR image ...
2019-02-28 01:54:13,338 root INFO Matching and swapping features ...
2019-02-28 01:54:20,304 root INFO Obtain SR patches
2019-02-28 01:54:26,693 root INFO Saved to demo_testing_srntt/tmp/srntt_00000.png
2019-02-28 01:54:26,693 root INFO Reconstruct SR image
2019-02-28 01:54:26,870 root INFO Saved results to folder demo_testing_srntt
2019-02-28 01:54:28,336 root INFO Testing mode
2019-02-28 01:54:28,353 root INFO Building graph ...
2019-02-28 01:54:28,371 root INFO Build SRNTT model
2019-02-28 01:54:31,069 root INFO Build VGG19 model
2019-02-28 01:54:33,595 root INFO Initialize the swapper
2019-02-28 01:54:33,597 root INFO Loading models ...
2019-02-28 01:54:38,154 root INFO SUCCESS load SRNTT/models/SRNTT/srntt_init.npz
2019-02-28 01:54:38,154 root INFO ********** Start testing **********
2019-02-28 01:54:38,154 root INFO Get VGG19 Feature Maps
2019-02-28 01:54:38,154 root INFO [1/2] Getting feature map of Ref image ...
2019-02-28 01:54:38,756 root INFO [2/2] Getting feature map of LR->SR Ref image ...
2019-02-28 01:54:39,335 root INFO Patch-Wise Matching and Swapping
2019-02-28 01:54:39,335 root INFO Patch 001/001
2019-02-28 01:54:39,335 root INFO Getting feature map of input LR image ...
2019-02-28 01:54:39,662 root INFO Matching and swapping features ...
2019-02-28 01:54:46,123 root INFO Obtain SR patches
2019-02-28 01:54:52,662 root INFO Saved to demo_testing_srntt-l2/tmp/srntt_00000.png
2019-02-28 01:54:52,662 root INFO Reconstruct SR image
2019-02-28 01:54:52,842 root INFO Saved results to folder demo_testing_srntt-l2
2019-02-28 02:00:33,379 root INFO Testing mode
2019-02-28 02:00:33,396 root INFO Building graph ...
2019-02-28 02:00:33,414 root INFO Build SRNTT model
2019-02-28 02:00:36,041 root INFO Build VGG19 model
2019-02-28 02:00:39,101 root INFO Initialize the swapper
2019-02-28 02:00:39,103 root INFO Loading models ...
2019-02-28 02:00:43,917 root INFO SUCCESS load SRNTT/models/SRNTT/srntt.npz
2019-02-28 02:00:43,917 root INFO ********** Start testing **********
2019-02-28 02:00:43,917 root INFO Get VGG19 Feature Maps
2019-02-28 02:00:43,917 root INFO [1/2] Getting feature map of Ref image ...
2019-02-28 02:00:44,539 root INFO [2/2] Getting feature map of LR->SR Ref image ...
2019-02-28 02:00:45,126 root INFO Patch-Wise Matching and Swapping
2019-02-28 02:00:45,126 root INFO Patch 001/001
2019-02-28 02:00:45,126 root INFO Reconstruct SR image
2019-02-28 02:00:45,315 root INFO Saved results to folder demo_testing_srntt
2019-02-28 02:00:46,775 root INFO Testing mode
2019-02-28 02:00:46,793 root INFO Building graph ...
2019-02-28 02:00:46,810 root INFO Build SRNTT model
2019-02-28 02:00:49,454 root INFO Build VGG19 model
2019-02-28 02:00:52,024 root INFO Initialize the swapper
2019-02-28 02:00:52,026 root INFO Loading models ...
2019-02-28 02:00:56,784 root INFO SUCCESS load SRNTT/models/SRNTT/srntt_init.npz
2019-02-28 02:00:56,785 root INFO ********** Start testing **********
2019-02-28 02:00:56,785 root INFO Get VGG19 Feature Maps
2019-02-28 02:00:56,785 root INFO [1/2] Getting feature map of Ref image ...
2019-02-28 02:00:57,388 root INFO [2/2] Getting feature map of LR->SR Ref image ...
2019-02-28 02:00:57,951 root INFO Patch-Wise Matching and Swapping
2019-02-28 02:00:57,951 root INFO Patch 001/001
2019-02-28 02:00:57,951 root INFO Reconstruct SR image
2019-02-28 02:00:58,194 root INFO Saved results to folder demo_testing_srntt-l2
2019-02-28 02:01:43,748 root INFO Testing mode
2019-02-28 02:01:43,766 root INFO Building graph ...
2019-02-28 02:01:43,783 root INFO Build SRNTT model
2019-02-28 02:01:46,462 root INFO Build VGG19 model
2019-02-28 02:01:48,938 root INFO Initialize the swapper
2019-02-28 02:01:48,940 root INFO Loading models ...
2019-02-28 02:01:53,397 root INFO SUCCESS load SRNTT/models/SRNTT/srntt.npz
2019-02-28 02:01:53,397 root INFO ********** Start testing **********
2019-02-28 02:01:53,397 root INFO Get VGG19 Feature Maps
2019-02-28 02:01:53,398 root INFO [1/2] Getting feature map of Ref image ...
2019-02-28 02:01:53,986 root INFO [2/2] Getting feature map of LR->SR Ref image ...
2019-02-28 02:01:54,552 root INFO Patch-Wise Matching and Swapping
2019-02-28 02:01:54,553 root INFO Patch 001/001
2019-02-28 02:01:54,553 root INFO Getting feature map of input LR image ...
2019-02-28 02:01:54,875 root INFO Matching and swapping features ...
2019-02-28 02:02:01,243 root INFO Obtain SR patches
2019-02-28 02:02:07,673 root INFO Time elapsed: PM: 7.845 sec, SR: 6.430 sec
2019-02-28 02:02:07,760 root INFO Saved to demo_testing_srntt/tmp/srntt_00000.png
2019-02-28 02:02:07,760 root INFO Reconstruct SR image
2019-02-28 02:02:07,942 root INFO Saved results to folder demo_testing_srntt
2019-02-28 02:02:09,535 root INFO Testing mode
2019-02-28 02:02:09,552 root INFO Building graph ...
2019-02-28 02:02:09,570 root INFO Build SRNTT model
2019-02-28 02:02:12,250 root INFO Build VGG19 model
2019-02-28 02:02:14,772 root INFO Initialize the swapper
2019-02-28 02:02:14,774 root INFO Loading models ...
2019-02-28 02:02:19,317 root INFO SUCCESS load SRNTT/models/SRNTT/srntt_init.npz
2019-02-28 02:02:19,317 root INFO ********** Start testing **********
2019-02-28 02:02:19,317 root INFO Get VGG19 Feature Maps
2019-02-28 02:02:19,317 root INFO [1/2] Getting feature map of Ref image ...
2019-02-28 02:02:19,920 root INFO [2/2] Getting feature map of LR->SR Ref image ...
2019-02-28 02:02:20,491 root INFO Patch-Wise Matching and Swapping
2019-02-28 02:02:20,491 root INFO Patch 001/001
2019-02-28 02:02:20,491 root INFO Getting feature map of input LR image ...
2019-02-28 02:02:20,817 root INFO Matching and swapping features ...
2019-02-28 02:02:27,282 root INFO Obtain SR patches
2019-02-28 02:02:33,784 root INFO Time elapsed: PM: 7.965 sec, SR: 6.502 sec
2019-02-28 02:02:33,880 root INFO Saved to demo_testing_srntt-l2/tmp/srntt_00000.png
2019-02-28 02:02:33,880 root INFO Reconstruct SR image
2019-02-28 02:02:34,064 root INFO Saved results to folder demo_testing_srntt-l2
2019-02-28 02:15:54,385 root INFO Building graph ...
2019-02-28 02:19:35,566 root WARNING The existing model dir default_save_dir/model is removed!
2019-02-28 02:26:20,500 root WARNING The existing model dir demo_training_srntt/model is removed!
2019-02-28 02:30:15,343 root INFO Testing mode
2019-02-28 02:30:15,362 root INFO Building graph ...
2019-02-28 02:30:15,380 root INFO Build SRNTT model
2019-02-28 02:30:18,098 root INFO Build VGG19 model
2019-02-28 02:30:20,544 root INFO Initialize the swapper
2019-02-28 02:30:20,546 root INFO Loading models ...
2019-02-28 02:30:25,920 root INFO SUCCESS load save_data_CUFED_r16_w0/model/srntt.npz
2019-02-28 02:30:25,920 root INFO ********** Start testing **********
2019-02-28 02:30:25,920 root INFO Get VGG19 Feature Maps
2019-02-28 02:30:25,920 root INFO [1/2] Getting feature map of Ref image ...
2019-02-28 02:30:26,665 root INFO [2/2] Getting feature map of LR->SR Ref image ...
2019-02-28 02:30:27,259 root INFO Patch-Wise Matching and Swapping
2019-02-28 02:30:27,260 root INFO Patch 001/001
2019-02-28 02:30:27,260 root INFO Getting feature map of input LR image ...
2019-02-28 02:30:27,568 root INFO Matching and swapping features ...
2019-02-28 02:30:34,129 root INFO Obtain SR patches
2019-02-28 02:30:40,478 root INFO Time elapsed: PM: 8.209 sec, SR: 6.349 sec
2019-02-28 02:30:40,565 root INFO Saved to demo_testing_pre-train/tmp/srntt_00000.png
2019-02-28 02:30:40,565 root INFO Reconstruct SR image
2019-02-28 02:30:40,744 root INFO Saved results to folder demo_testing_pre-train
2019-02-28 02:31:42,903 root WARNING The existing model dir demo_training_srntt/model is removed!
2019-02-28 02:31:42,904 root INFO Building graph ...
2019-02-28 02:32:12,555 root INFO Loading models ...
2019-02-28 02:32:24,989 root INFO ********** Start training **********
2019-02-28 02:33:25,722 root INFO Pre-train: Epoch [01/02] Batch [001/001] ETA: 00:02
l_rec = 0.4709 l_bp = 0.0000
2019-02-28 02:34:15,429 root INFO Pre-train: Epoch [02/02] Batch [001/001] ETA: 00:01
l_rec = 0.4471 l_bp = 0.0000
2019-02-28 02:36:38,184 root INFO Epoch [01/02] Batch [001/001] ETA: 00:04
l_rec = 0.4296 l_bp = 0.0000
l_per = 2.7602 l_tex = 0.8220
l_adv = -0.0000 l_dis = -68.8193
2019-02-28 02:37:51,126 root INFO Epoch [02/02] Batch [001/001] ETA: 00:02
l_rec = 0.4363 l_bp = 0.0000
l_per = 2.9320 l_tex = 0.9252
l_adv = 0.0000 l_dis = -61.2083
2019-02-28 02:41:49,483 root INFO Building graph ...
2019-02-28 02:42:19,003 root INFO Loading models ...
2019-02-28 02:42:34,743 root INFO SUCCESS load demo_training_srntt/model/srntt.npz
2019-02-28 02:42:38,654 root INFO SUCCESS load demo_training_srntt/model/discrim.npz
2019-02-28 02:42:38,654 root INFO ********** Start training **********
2019-02-28 02:44:54,725 root INFO Epoch [01/02] Batch [001/001] ETA: 00:04
l_rec = 0.4317 l_bp = 0.0000
l_per = 2.9123 l_tex = 0.9204
l_adv = -0.0000 l_dis = -131.5611
2019-02-28 02:46:13,150 root INFO Epoch [02/02] Batch [001/001] ETA: 00:02
l_rec = 0.4345 l_bp = 0.0000
l_per = 2.8110 l_tex = 0.8974
l_adv = -0.0000 l_dis = -119.0672