diff --git a/.gitattributes b/.gitattributes
index 71d266c3c3b57a77b8e95ad1979314d887a4af1b..dccf7b4e3baa7b12bc5021ce9779d12f89aafe46 100644
--- a/.gitattributes
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diff --git a/curated/visualization/BSD100/4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100/test_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100_20241010_090221.log b/curated/visualization/BSD100/4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100/test_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100_20241010_090221.log
new file mode 100644
index 0000000000000000000000000000000000000000..43fc6fe99eebd3a499c8825ed7d9ad59b4381a19
--- /dev/null
+++ b/curated/visualization/BSD100/4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100/test_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100_20241010_090221.log
@@ -0,0 +1,7 @@
+2024-10-10 09:02:21,966 INFO: Dataset [single] is built.
+2024-10-10 09:02:21,966 INFO: Number of test images in val_1: 100
+2024-10-10 09:02:22,148 INFO: Using network [plksr].
+2024-10-10 09:02:22,170 INFO: Loading plksr model from /home/phips/Documents/Github/neosr/experiments/4xDF2K_curated_plksr_tiny_fp16_full/models/net_g_500000.pth, with param key: [params].
+2024-10-10 09:02:22,187 INFO: Using model [image].
+2024-10-10 09:02:22,187 INFO: Testing val_1...
+2024-10-10 09:02:24,614 INFO: Inference took 2.43 seconds, at 41.19 fps.
diff --git a/curated/visualization/BSD100/4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100/val_1/img_001_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png b/curated/visualization/BSD100/4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100/val_1/img_001_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png
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--- /dev/null
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@@ -0,0 +1,7 @@
+2024-10-10 09:01:39,316 INFO: Dataset [single] is built.
+2024-10-10 09:01:39,316 INFO: Number of test images in val_1: 100
+2024-10-10 09:01:39,503 INFO: Using network [plksr].
+2024-10-10 09:01:39,526 INFO: Loading plksr model from /home/phips/Documents/Github/neosr/experiments/4xDF2K_plksr_tiny_fp16_full/models/net_g_500000.pth, with param key: [params].
+2024-10-10 09:01:39,543 INFO: Using model [image].
+2024-10-10 09:01:39,543 INFO: Testing val_1...
+2024-10-10 09:01:41,926 INFO: Inference took 2.38 seconds, at 41.96 fps.
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diff --git a/curated/visualization/BSD100/dists_BSD100.txt b/curated/visualization/BSD100/dists_BSD100.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7024658005087b9b90361f1289e6ee1d088903f6
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diff --git a/curated/visualization/BSD100/dists_curated_BSD100.txt b/curated/visualization/BSD100/dists_curated_BSD100.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fdf69bb5983b90819603caa8b98ac239ac158ecd
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diff --git a/curated/visualization/BSD100/log_ahiq_BSD100.txt b/curated/visualization/BSD100/log_ahiq_BSD100.txt
new file mode 100644
index 0000000000000000000000000000000000000000..877a36eebaa04914e6660cd17f51b2e8e9c99fb0
--- /dev/null
+++ b/curated/visualization/BSD100/log_ahiq_BSD100.txt
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+ahiq of img_058_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.31602731347084045	Time: 1.69s
+ahiq of img_059_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.2736089527606964	Time: 1.69s
+ahiq of img_060_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.28988200426101685	Time: 1.69s
+ahiq of img_061_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.37528687715530396	Time: 1.69s
+ahiq of img_062_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.24871109426021576	Time: 1.69s
+ahiq of img_063_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.3326924443244934	Time: 1.69s
+ahiq of img_064_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.29553279280662537	Time: 1.69s
+ahiq of img_065_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.27948421239852905	Time: 1.69s
+ahiq of img_066_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.2954222857952118	Time: 1.69s
+ahiq of img_067_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.3794690668582916	Time: 1.69s
+ahiq of img_068_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.3201124966144562	Time: 1.69s
+ahiq of img_069_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.3110504448413849	Time: 1.69s
+ahiq of img_070_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.26900047063827515	Time: 1.69s
+ahiq of img_071_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.3131784200668335	Time: 1.69s
+ahiq of img_072_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.27967342734336853	Time: 1.69s
+ahiq of img_073_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.2856086492538452	Time: 1.69s
+ahiq of img_074_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.2636840045452118	Time: 1.69s
+ahiq of img_075_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.3189495801925659	Time: 1.69s
+ahiq of img_076_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.25953009724617004	Time: 1.69s
+ahiq of img_077_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.3236664831638336	Time: 1.69s
+ahiq of img_078_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.2735719382762909	Time: 1.69s
+ahiq of img_079_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.33559635281562805	Time: 1.69s
+ahiq of img_080_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.32132649421691895	Time: 1.69s
+ahiq of img_081_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.31069380044937134	Time: 1.69s
+ahiq of img_082_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.3341662585735321	Time: 1.69s
+ahiq of img_083_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.2438586950302124	Time: 1.69s
+ahiq of img_084_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.3214589059352875	Time: 1.69s
+ahiq of img_085_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.31637486815452576	Time: 1.69s
+ahiq of img_086_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.25732243061065674	Time: 1.69s
+ahiq of img_087_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.2573647201061249	Time: 1.69s
+ahiq of img_088_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.29727187752723694	Time: 1.69s
+ahiq of img_089_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.31558045744895935	Time: 1.69s
+ahiq of img_090_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.36213845014572144	Time: 1.69s
+ahiq of img_091_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.27242788672447205	Time: 1.69s
+ahiq of img_092_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.2677966058254242	Time: 1.69s
+ahiq of img_093_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.3710935115814209	Time: 1.69s
+ahiq of img_094_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.2883621156215668	Time: 1.69s
+ahiq of img_095_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.3492163419723511	Time: 1.70s
+ahiq of img_096_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.3363250195980072	Time: 1.69s
+ahiq of img_097_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.34495097398757935	Time: 1.69s
+ahiq of img_098_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.36066800355911255	Time: 1.69s
+ahiq of img_099_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.30216920375823975	Time: 1.69s
+ahiq of img_100_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.2774117887020111	Time: 1.69s
+Average ahiq score of 4xDF2K_plksr_tiny_fp16_full_500k_BSD100/val_1/ with 100 images is: 0.3046513065695763
+Done! Results are in ahiq_BSD100.txt.
diff --git a/curated/visualization/BSD100/log_ahiq_curated_BSD100.txt b/curated/visualization/BSD100/log_ahiq_curated_BSD100.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1a7a4db1fe605290c6280d60e7be6ee8794892ae
--- /dev/null
+++ b/curated/visualization/BSD100/log_ahiq_curated_BSD100.txt
@@ -0,0 +1,102 @@
+ahiq of img_001_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.25882741808891296	Time: 2.08s
+ahiq of img_002_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.3110012114048004	Time: 1.80s
+ahiq of img_003_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.27781984210014343	Time: 1.78s
+ahiq of img_004_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.2824052572250366	Time: 1.79s
+ahiq of img_005_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.31644248962402344	Time: 1.78s
+ahiq of img_006_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.3768893778324127	Time: 1.77s
+ahiq of img_007_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.3004710376262665	Time: 1.82s
+ahiq of img_008_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.24771526455879211	Time: 1.79s
+ahiq of img_009_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.29907694458961487	Time: 1.78s
+ahiq of img_010_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.31149402260780334	Time: 1.80s
+ahiq of img_011_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.2688716948032379	Time: 1.77s
+ahiq of img_012_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.3896191716194153	Time: 1.77s
+ahiq of img_013_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.3330988585948944	Time: 1.74s
+ahiq of img_014_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.2819535434246063	Time: 1.72s
+ahiq of img_015_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.23565621674060822	Time: 1.68s
+ahiq of img_016_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.3059499263763428	Time: 1.68s
+ahiq of img_017_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.272691935300827	Time: 1.68s
+ahiq of img_018_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.2628509998321533	Time: 1.68s
+ahiq of img_019_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.3034261465072632	Time: 1.68s
+ahiq of img_020_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.24936357140541077	Time: 1.68s
+ahiq of img_021_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.28465011715888977	Time: 1.68s
+ahiq of img_022_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.2824048697948456	Time: 1.68s
+ahiq of img_023_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.29643523693084717	Time: 1.68s
+ahiq of img_024_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.3345782458782196	Time: 1.69s
+ahiq of img_025_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.25745782256126404	Time: 1.68s
+ahiq of img_026_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.32849475741386414	Time: 1.68s
+ahiq of img_027_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.2532138526439667	Time: 1.68s
+ahiq of img_028_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.31337106227874756	Time: 1.68s
+ahiq of img_029_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.30110979080200195	Time: 1.68s
+ahiq of img_030_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.35276350378990173	Time: 1.69s
+ahiq of img_031_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.3371083438396454	Time: 1.69s
+ahiq of img_032_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.36139073967933655	Time: 1.69s
+ahiq of img_033_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.3156457543373108	Time: 1.68s
+ahiq of img_034_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.2955094277858734	Time: 1.69s
+ahiq of img_035_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.28818342089653015	Time: 1.69s
+ahiq of img_036_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.27497610449790955	Time: 1.69s
+ahiq of img_037_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.36686640977859497	Time: 1.69s
+ahiq of img_038_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.272317498922348	Time: 1.69s
+ahiq of img_039_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.2720988690853119	Time: 1.69s
+ahiq of img_040_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.43585434556007385	Time: 1.69s
+ahiq of img_041_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.2865265905857086	Time: 1.69s
+ahiq of img_042_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.25494104623794556	Time: 1.69s
+ahiq of img_043_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.27219700813293457	Time: 1.69s
+ahiq of img_044_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.34987446665763855	Time: 1.69s
+ahiq of img_045_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.2906434237957001	Time: 1.69s
+ahiq of img_046_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.3773445785045624	Time: 1.69s
+ahiq of img_047_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.3012640178203583	Time: 1.69s
+ahiq of img_048_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.3347606658935547	Time: 1.69s
+ahiq of img_049_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.31648364663124084	Time: 1.69s
+ahiq of img_050_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.24697163701057434	Time: 1.69s
+ahiq of img_051_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.26088380813598633	Time: 1.69s
+ahiq of img_052_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.33488929271698	Time: 1.69s
+ahiq of img_053_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.34645938873291016	Time: 1.69s
+ahiq of img_054_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.3412221074104309	Time: 1.69s
+ahiq of img_055_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.3203714191913605	Time: 1.69s
+ahiq of img_056_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.28310728073120117	Time: 1.69s
+ahiq of img_057_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.3320046067237854	Time: 1.69s
+ahiq of img_058_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.31815844774246216	Time: 1.69s
+ahiq of img_059_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.26739737391471863	Time: 1.69s
+ahiq of img_060_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.2888203561306	Time: 1.69s
+ahiq of img_061_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.3697422742843628	Time: 1.69s
+ahiq of img_062_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.24998465180397034	Time: 1.69s
+ahiq of img_063_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.33810922503471375	Time: 1.69s
+ahiq of img_064_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.2982955873012543	Time: 1.69s
+ahiq of img_065_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.2808051109313965	Time: 1.69s
+ahiq of img_066_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.29624372720718384	Time: 1.69s
+ahiq of img_067_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.3806177079677582	Time: 1.69s
+ahiq of img_068_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.3225991427898407	Time: 1.69s
+ahiq of img_069_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.3124127984046936	Time: 1.69s
+ahiq of img_070_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.26946166157722473	Time: 1.69s
+ahiq of img_071_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.317207396030426	Time: 1.69s
+ahiq of img_072_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.2816878855228424	Time: 1.69s
+ahiq of img_073_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.28379586338996887	Time: 1.69s
+ahiq of img_074_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.26372480392456055	Time: 1.69s
+ahiq of img_075_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.31922611594200134	Time: 1.69s
+ahiq of img_076_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.25814497470855713	Time: 1.69s
+ahiq of img_077_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.3220840394496918	Time: 1.69s
+ahiq of img_078_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.2788613736629486	Time: 1.69s
+ahiq of img_079_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.3385676443576813	Time: 1.69s
+ahiq of img_080_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.320142537355423	Time: 1.69s
+ahiq of img_081_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.3104109764099121	Time: 1.69s
+ahiq of img_082_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.3336465060710907	Time: 1.69s
+ahiq of img_083_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.24299149215221405	Time: 1.69s
+ahiq of img_084_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.32088932394981384	Time: 1.69s
+ahiq of img_085_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.316530704498291	Time: 1.69s
+ahiq of img_086_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.2580949366092682	Time: 1.69s
+ahiq of img_087_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.2562240958213806	Time: 1.69s
+ahiq of img_088_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.3009004592895508	Time: 1.69s
+ahiq of img_089_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.3178553283214569	Time: 1.69s
+ahiq of img_090_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.3677339255809784	Time: 1.69s
+ahiq of img_091_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.27158254384994507	Time: 1.69s
+ahiq of img_092_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.26536861062049866	Time: 1.69s
+ahiq of img_093_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.36706846952438354	Time: 1.69s
+ahiq of img_094_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.2895542085170746	Time: 1.69s
+ahiq of img_095_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.35623809695243835	Time: 1.69s
+ahiq of img_096_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.331708163022995	Time: 1.69s
+ahiq of img_097_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.34724298119544983	Time: 1.69s
+ahiq of img_098_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.3633083999156952	Time: 1.69s
+ahiq of img_099_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.3014275133609772	Time: 1.69s
+ahiq of img_100_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.2797192335128784	Time: 1.69s
+Average ahiq score of 4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100/val_1/ with 100 images is: 0.30534586757421495
+Done! Results are in ahiq_curated_BSD100.txt.
diff --git a/curated/visualization/BSD100/log_dists_BSD100.txt b/curated/visualization/BSD100/log_dists_BSD100.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9b8692edca1afbe7d98825b7e424943d3eb6dee1
--- /dev/null
+++ b/curated/visualization/BSD100/log_dists_BSD100.txt
@@ -0,0 +1,103 @@
+Loading pretrained model DISTS from /home/phips/.cache/pyiqa/DISTS_weights-f5e65c96.pth
+dists of img_001_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.2321542501449585	Time: 0.25s
+dists of img_002_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.2189575433731079	Time: 0.04s
+dists of img_003_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.27028119564056396	Time: 0.04s
+dists of img_004_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.20385658740997314	Time: 0.04s
+dists of img_005_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.21335017681121826	Time: 0.04s
+dists of img_006_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.20171576738357544	Time: 0.04s
+dists of img_007_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.23115873336791992	Time: 0.04s
+dists of img_008_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.2780510187149048	Time: 0.04s
+dists of img_009_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.2198353409767151	Time: 0.04s
+dists of img_010_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.24460053443908691	Time: 0.04s
+dists of img_011_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.24720793962478638	Time: 0.04s
+dists of img_012_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.23532289266586304	Time: 0.04s
+dists of img_013_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.2062799334526062	Time: 0.04s
+dists of img_014_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.21737253665924072	Time: 0.04s
+dists of img_015_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.23715007305145264	Time: 0.04s
+dists of img_016_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.2521744966506958	Time: 0.04s
+dists of img_017_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.2190924882888794	Time: 0.04s
+dists of img_018_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.2455214262008667	Time: 0.04s
+dists of img_019_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.22316741943359375	Time: 0.04s
+dists of img_020_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.2337673306465149	Time: 0.04s
+dists of img_021_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.24043291807174683	Time: 0.04s
+dists of img_022_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.2575385570526123	Time: 0.04s
+dists of img_023_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.25934725999832153	Time: 0.04s
+dists of img_024_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.20248454809188843	Time: 0.04s
+dists of img_025_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.2259920835494995	Time: 0.04s
+dists of img_026_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.2107698917388916	Time: 0.04s
+dists of img_027_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.26724642515182495	Time: 0.04s
+dists of img_028_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.18906956911087036	Time: 0.04s
+dists of img_029_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.26918214559555054	Time: 0.04s
+dists of img_030_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.2604867219924927	Time: 0.04s
+dists of img_031_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.24971145391464233	Time: 0.04s
+dists of img_032_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.29551368951797485	Time: 0.04s
+dists of img_033_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.2819952368736267	Time: 0.04s
+dists of img_034_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.2622640132904053	Time: 0.04s
+dists of img_035_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.19564372301101685	Time: 0.04s
+dists of img_036_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.24731719493865967	Time: 0.04s
+dists of img_037_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.3613346219062805	Time: 0.04s
+dists of img_038_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.2508891224861145	Time: 0.04s
+dists of img_039_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.2176254391670227	Time: 0.04s
+dists of img_040_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.1542130708694458	Time: 0.04s
+dists of img_041_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.23634624481201172	Time: 0.04s
+dists of img_042_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.22907310724258423	Time: 0.04s
+dists of img_043_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.27699124813079834	Time: 0.04s
+dists of img_044_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.19043374061584473	Time: 0.04s
+dists of img_045_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.2756704092025757	Time: 0.04s
+dists of img_046_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.25053131580352783	Time: 0.04s
+dists of img_047_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.2155885100364685	Time: 0.04s
+dists of img_048_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.2510392665863037	Time: 0.04s
+dists of img_049_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.19332057237625122	Time: 0.04s
+dists of img_050_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.22592061758041382	Time: 0.04s
+dists of img_051_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.2854207754135132	Time: 0.04s
+dists of img_052_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.25325673818588257	Time: 0.04s
+dists of img_053_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.24306213855743408	Time: 0.04s
+dists of img_054_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.24662786722183228	Time: 0.04s
+dists of img_055_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.22822529077529907	Time: 0.04s
+dists of img_056_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.2412400245666504	Time: 0.04s
+dists of img_057_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.2749009132385254	Time: 0.04s
+dists of img_058_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.2523970603942871	Time: 0.04s
+dists of img_059_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.2994834780693054	Time: 0.04s
+dists of img_060_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.24176156520843506	Time: 0.04s
+dists of img_061_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.25347083806991577	Time: 0.04s
+dists of img_062_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.23352199792861938	Time: 0.04s
+dists of img_063_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.14647632837295532	Time: 0.04s
+dists of img_064_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.2408844232559204	Time: 0.04s
+dists of img_065_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.27697694301605225	Time: 0.04s
+dists of img_066_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.23243528604507446	Time: 0.04s
+dists of img_067_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.2512340545654297	Time: 0.04s
+dists of img_068_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.28229212760925293	Time: 0.04s
+dists of img_069_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.27652984857559204	Time: 0.04s
+dists of img_070_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.21050870418548584	Time: 0.04s
+dists of img_071_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.24975073337554932	Time: 0.04s
+dists of img_072_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.23479998111724854	Time: 0.04s
+dists of img_073_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.29630541801452637	Time: 0.04s
+dists of img_074_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.23506951332092285	Time: 0.04s
+dists of img_075_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.22409915924072266	Time: 0.04s
+dists of img_076_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.2105841040611267	Time: 0.04s
+dists of img_077_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.25616395473480225	Time: 0.04s
+dists of img_078_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.2206590175628662	Time: 0.04s
+dists of img_079_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.2288583517074585	Time: 0.04s
+dists of img_080_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.24470025300979614	Time: 0.04s
+dists of img_081_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.21832412481307983	Time: 0.04s
+dists of img_082_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.2484734058380127	Time: 0.04s
+dists of img_083_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.26113682985305786	Time: 0.04s
+dists of img_084_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.2855260372161865	Time: 0.04s
+dists of img_085_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.25337761640548706	Time: 0.04s
+dists of img_086_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.2757018804550171	Time: 0.04s
+dists of img_087_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.22805047035217285	Time: 0.04s
+dists of img_088_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.1947033405303955	Time: 0.04s
+dists of img_089_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.2381696105003357	Time: 0.04s
+dists of img_090_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.3058304786682129	Time: 0.04s
+dists of img_091_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.26728445291519165	Time: 0.04s
+dists of img_092_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.24180394411087036	Time: 0.04s
+dists of img_093_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.22038626670837402	Time: 0.04s
+dists of img_094_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.23735332489013672	Time: 0.04s
+dists of img_095_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.21804368495941162	Time: 0.04s
+dists of img_096_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.33343827724456787	Time: 0.04s
+dists of img_097_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.30679237842559814	Time: 0.04s
+dists of img_098_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.18093717098236084	Time: 0.04s
+dists of img_099_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.24944984912872314	Time: 0.04s
+dists of img_100_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.26517826318740845	Time: 0.04s
+Average dists score of 4xDF2K_plksr_tiny_fp16_full_500k_BSD100/val_1/ with 100 images is: 0.24276648700237274
+Done! Results are in dists_BSD100.txt.
diff --git a/curated/visualization/BSD100/log_dists_curated_BSD100.txt b/curated/visualization/BSD100/log_dists_curated_BSD100.txt
new file mode 100644
index 0000000000000000000000000000000000000000..082eb4fc3af6989a8a5e7b3191ae8a8fab8176f6
--- /dev/null
+++ b/curated/visualization/BSD100/log_dists_curated_BSD100.txt
@@ -0,0 +1,103 @@
+Loading pretrained model DISTS from /home/phips/.cache/pyiqa/DISTS_weights-f5e65c96.pth
+dists of img_001_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.2322474718093872	Time: 0.25s
+dists of img_002_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.21861112117767334	Time: 0.04s
+dists of img_003_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.2681558132171631	Time: 0.04s
+dists of img_004_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.2003631591796875	Time: 0.04s
+dists of img_005_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.21569961309432983	Time: 0.04s
+dists of img_006_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.20024526119232178	Time: 0.04s
+dists of img_007_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.2301204800605774	Time: 0.04s
+dists of img_008_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.27943265438079834	Time: 0.04s
+dists of img_009_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.21914732456207275	Time: 0.04s
+dists of img_010_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.24048471450805664	Time: 0.04s
+dists of img_011_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.24661540985107422	Time: 0.04s
+dists of img_012_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.2350783348083496	Time: 0.04s
+dists of img_013_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.20859968662261963	Time: 0.04s
+dists of img_014_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.21662545204162598	Time: 0.04s
+dists of img_015_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.23398751020431519	Time: 0.04s
+dists of img_016_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.2497897744178772	Time: 0.04s
+dists of img_017_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.21659541130065918	Time: 0.04s
+dists of img_018_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.24666666984558105	Time: 0.04s
+dists of img_019_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.22324877977371216	Time: 0.04s
+dists of img_020_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.2370641827583313	Time: 0.04s
+dists of img_021_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.23894375562667847	Time: 0.04s
+dists of img_022_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.25380969047546387	Time: 0.04s
+dists of img_023_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.2595626711845398	Time: 0.04s
+dists of img_024_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.20034480094909668	Time: 0.04s
+dists of img_025_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.22663211822509766	Time: 0.04s
+dists of img_026_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.21204084157943726	Time: 0.04s
+dists of img_027_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.2634546160697937	Time: 0.04s
+dists of img_028_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.18720293045043945	Time: 0.04s
+dists of img_029_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.2668149471282959	Time: 0.04s
+dists of img_030_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.2588326334953308	Time: 0.04s
+dists of img_031_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.24683618545532227	Time: 0.04s
+dists of img_032_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.29317426681518555	Time: 0.04s
+dists of img_033_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.2793537974357605	Time: 0.04s
+dists of img_034_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.26000797748565674	Time: 0.04s
+dists of img_035_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.19437015056610107	Time: 0.04s
+dists of img_036_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.24664771556854248	Time: 0.04s
+dists of img_037_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.362546443939209	Time: 0.04s
+dists of img_038_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.24629390239715576	Time: 0.04s
+dists of img_039_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.21722853183746338	Time: 0.04s
+dists of img_040_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.1535559892654419	Time: 0.04s
+dists of img_041_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.23639976978302002	Time: 0.04s
+dists of img_042_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.2288879156112671	Time: 0.04s
+dists of img_043_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.276566743850708	Time: 0.04s
+dists of img_044_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.18952763080596924	Time: 0.04s
+dists of img_045_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.27172476053237915	Time: 0.04s
+dists of img_046_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.24944788217544556	Time: 0.04s
+dists of img_047_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.21487802267074585	Time: 0.04s
+dists of img_048_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.24928486347198486	Time: 0.04s
+dists of img_049_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.1901833415031433	Time: 0.04s
+dists of img_050_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.22742342948913574	Time: 0.04s
+dists of img_051_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.2845765948295593	Time: 0.04s
+dists of img_052_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.24992823600769043	Time: 0.04s
+dists of img_053_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.24141985177993774	Time: 0.04s
+dists of img_054_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.24647599458694458	Time: 0.04s
+dists of img_055_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.22599756717681885	Time: 0.05s
+dists of img_056_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.2386055588722229	Time: 0.04s
+dists of img_057_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.2746119499206543	Time: 0.04s
+dists of img_058_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.25376254320144653	Time: 0.04s
+dists of img_059_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.2972710132598877	Time: 0.04s
+dists of img_060_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.24195802211761475	Time: 0.04s
+dists of img_061_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.2524639368057251	Time: 0.04s
+dists of img_062_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.23139339685440063	Time: 0.04s
+dists of img_063_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.14178508520126343	Time: 0.04s
+dists of img_064_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.23765850067138672	Time: 0.04s
+dists of img_065_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.27463048696517944	Time: 0.04s
+dists of img_066_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.2280699610710144	Time: 0.04s
+dists of img_067_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.250360369682312	Time: 0.04s
+dists of img_068_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.2803192734718323	Time: 0.04s
+dists of img_069_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.27809441089630127	Time: 0.04s
+dists of img_070_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.20959675312042236	Time: 0.04s
+dists of img_071_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.24929654598236084	Time: 0.04s
+dists of img_072_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.234871506690979	Time: 0.04s
+dists of img_073_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.29457640647888184	Time: 0.04s
+dists of img_074_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.23261499404907227	Time: 0.04s
+dists of img_075_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.22186040878295898	Time: 0.04s
+dists of img_076_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.2100811004638672	Time: 0.04s
+dists of img_077_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.2593833804130554	Time: 0.04s
+dists of img_078_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.21800827980041504	Time: 0.04s
+dists of img_079_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.2266613245010376	Time: 0.04s
+dists of img_080_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.2391650676727295	Time: 0.04s
+dists of img_081_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.21951210498809814	Time: 0.04s
+dists of img_082_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.24820667505264282	Time: 0.04s
+dists of img_083_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.2612699866294861	Time: 0.04s
+dists of img_084_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.28443992137908936	Time: 0.04s
+dists of img_085_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.253784716129303	Time: 0.04s
+dists of img_086_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.27276545763015747	Time: 0.04s
+dists of img_087_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.22422492504119873	Time: 0.04s
+dists of img_088_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.19515568017959595	Time: 0.04s
+dists of img_089_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.2367854118347168	Time: 0.04s
+dists of img_090_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.29263728857040405	Time: 0.04s
+dists of img_091_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.2664756774902344	Time: 0.04s
+dists of img_092_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.23983585834503174	Time: 0.04s
+dists of img_093_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.20653510093688965	Time: 0.04s
+dists of img_094_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.23783659934997559	Time: 0.04s
+dists of img_095_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.21835559606552124	Time: 0.04s
+dists of img_096_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.33973848819732666	Time: 0.04s
+dists of img_097_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.304498553276062	Time: 0.04s
+dists of img_098_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.18441808223724365	Time: 0.04s
+dists of img_099_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.24607467651367188	Time: 0.04s
+dists of img_100_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.26519060134887695	Time: 0.04s
+Average dists score of 4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100/val_1/ with 100 images is: 0.24143997073173523
+Done! Results are in dists_curated_BSD100.txt.
diff --git a/curated/visualization/BSD100/log_psnr_BSD100.txt b/curated/visualization/BSD100/log_psnr_BSD100.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e7ee1299e111f995951f40453880e2c82de97ed6
--- /dev/null
+++ b/curated/visualization/BSD100/log_psnr_BSD100.txt
@@ -0,0 +1,102 @@
+psnr of img_001_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 21.922691345214844	Time: 0.10s
+psnr of img_002_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 25.919092178344727	Time: 0.01s
+psnr of img_003_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 24.19235610961914	Time: 0.01s
+psnr of img_004_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 28.3153076171875	Time: 0.01s
+psnr of img_005_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 24.291236877441406	Time: 0.01s
+psnr of img_006_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 30.66455078125	Time: 0.01s
+psnr of img_007_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 23.994197845458984	Time: 0.01s
+psnr of img_008_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 21.32583236694336	Time: 0.01s
+psnr of img_009_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 25.200998306274414	Time: 0.01s
+psnr of img_010_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 27.2034854888916	Time: 0.01s
+psnr of img_011_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 21.4455509185791	Time: 0.01s
+psnr of img_012_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 25.059226989746094	Time: 0.01s
+psnr of img_013_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 27.823177337646484	Time: 0.01s
+psnr of img_014_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 26.4460391998291	Time: 0.01s
+psnr of img_015_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 23.1845645904541	Time: 0.01s
+psnr of img_016_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 21.58846092224121	Time: 0.01s
+psnr of img_017_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 31.292316436767578	Time: 0.01s
+psnr of img_018_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 29.845115661621094	Time: 0.01s
+psnr of img_019_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 23.408592224121094	Time: 0.01s
+psnr of img_020_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 23.60451889038086	Time: 0.01s
+psnr of img_021_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 19.724695205688477	Time: 0.01s
+psnr of img_022_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 21.482744216918945	Time: 0.01s
+psnr of img_023_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 23.250625610351562	Time: 0.01s
+psnr of img_024_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 24.047327041625977	Time: 0.01s
+psnr of img_025_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 24.65053367614746	Time: 0.01s
+psnr of img_026_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 24.847078323364258	Time: 0.01s
+psnr of img_027_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 25.40729522705078	Time: 0.01s
+psnr of img_028_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 27.33985710144043	Time: 0.01s
+psnr of img_029_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 27.948505401611328	Time: 0.01s
+psnr of img_030_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 18.202051162719727	Time: 0.01s
+psnr of img_031_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 27.445846557617188	Time: 0.01s
+psnr of img_032_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 19.331172943115234	Time: 0.01s
+psnr of img_033_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 23.086151123046875	Time: 0.01s
+psnr of img_034_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 22.221046447753906	Time: 0.01s
+psnr of img_035_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 30.607872009277344	Time: 0.01s
+psnr of img_036_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 24.529285430908203	Time: 0.01s
+psnr of img_037_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 26.346302032470703	Time: 0.01s
+psnr of img_038_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 25.895530700683594	Time: 0.01s
+psnr of img_039_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 26.13750648498535	Time: 0.01s
+psnr of img_040_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 29.286115646362305	Time: 0.01s
+psnr of img_041_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 24.07099723815918	Time: 0.01s
+psnr of img_042_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 23.573362350463867	Time: 0.01s
+psnr of img_043_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 24.418556213378906	Time: 0.01s
+psnr of img_044_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 24.798072814941406	Time: 0.01s
+psnr of img_045_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 22.7707462310791	Time: 0.01s
+psnr of img_046_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 31.992237091064453	Time: 0.01s
+psnr of img_047_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 20.570064544677734	Time: 0.01s
+psnr of img_048_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 23.050081253051758	Time: 0.01s
+psnr of img_049_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 22.764545440673828	Time: 0.01s
+psnr of img_050_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 29.829723358154297	Time: 0.01s
+psnr of img_051_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 23.05118751525879	Time: 0.01s
+psnr of img_052_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 20.322128295898438	Time: 0.01s
+psnr of img_053_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 30.105384826660156	Time: 0.01s
+psnr of img_054_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 30.66774559020996	Time: 0.01s
+psnr of img_055_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 24.880611419677734	Time: 0.01s
+psnr of img_056_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 22.906288146972656	Time: 0.01s
+psnr of img_057_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 19.629301071166992	Time: 0.01s
+psnr of img_058_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 25.643917083740234	Time: 0.01s
+psnr of img_059_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 30.201988220214844	Time: 0.01s
+psnr of img_060_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 28.550113677978516	Time: 0.01s
+psnr of img_061_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 29.833866119384766	Time: 0.01s
+psnr of img_062_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 26.56255340576172	Time: 0.01s
+psnr of img_063_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 27.459012985229492	Time: 0.01s
+psnr of img_064_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 22.38431739807129	Time: 0.01s
+psnr of img_065_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 23.82012939453125	Time: 0.01s
+psnr of img_066_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 25.8614501953125	Time: 0.01s
+psnr of img_067_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 34.702632904052734	Time: 0.01s
+psnr of img_068_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 19.012754440307617	Time: 0.01s
+psnr of img_069_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 20.838214874267578	Time: 0.01s
+psnr of img_070_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 25.623069763183594	Time: 0.01s
+psnr of img_071_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 27.372726440429688	Time: 0.01s
+psnr of img_072_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 23.460697174072266	Time: 0.01s
+psnr of img_073_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 25.533977508544922	Time: 0.01s
+psnr of img_074_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 24.13569450378418	Time: 0.01s
+psnr of img_075_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 21.555278778076172	Time: 0.01s
+psnr of img_076_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 28.14134407043457	Time: 0.01s
+psnr of img_077_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 21.976829528808594	Time: 0.01s
+psnr of img_078_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 27.458600997924805	Time: 0.01s
+psnr of img_079_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 26.77457046508789	Time: 0.01s
+psnr of img_080_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 28.234325408935547	Time: 0.01s
+psnr of img_081_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 32.79731750488281	Time: 0.01s
+psnr of img_082_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 26.55561065673828	Time: 0.01s
+psnr of img_083_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 20.404525756835938	Time: 0.01s
+psnr of img_084_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 19.42842674255371	Time: 0.01s
+psnr of img_085_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 22.488407135009766	Time: 0.01s
+psnr of img_086_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 23.051193237304688	Time: 0.01s
+psnr of img_087_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 25.47670555114746	Time: 0.01s
+psnr of img_088_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 28.04552459716797	Time: 0.01s
+psnr of img_089_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 25.404626846313477	Time: 0.01s
+psnr of img_090_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 23.147083282470703	Time: 0.01s
+psnr of img_091_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 27.197834014892578	Time: 0.01s
+psnr of img_092_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 23.786537170410156	Time: 0.01s
+psnr of img_093_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 27.785747528076172	Time: 0.01s
+psnr of img_094_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 23.29645347595215	Time: 0.01s
+psnr of img_095_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 23.31730842590332	Time: 0.01s
+psnr of img_096_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 20.465192794799805	Time: 0.01s
+psnr of img_097_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 25.367599487304688	Time: 0.01s
+psnr of img_098_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 24.056188583374023	Time: 0.01s
+psnr of img_099_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 24.402482986450195	Time: 0.01s
+psnr of img_100_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 22.536376953125	Time: 0.01s
+Average psnr score of 4xDF2K_plksr_tiny_fp16_full_500k_BSD100/val_1/ with 100 images is: 25.020650959014894
+Done! Results are in psnr_BSD100.txt.
diff --git a/curated/visualization/BSD100/log_psnr_curated_BSD100.txt b/curated/visualization/BSD100/log_psnr_curated_BSD100.txt
new file mode 100644
index 0000000000000000000000000000000000000000..18f06c493afae219ef667d0590c32033ebd5bd4e
--- /dev/null
+++ b/curated/visualization/BSD100/log_psnr_curated_BSD100.txt
@@ -0,0 +1,102 @@
+psnr of img_001_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 21.921520233154297	Time: 0.12s
+psnr of img_002_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 25.888534545898438	Time: 0.01s
+psnr of img_003_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 24.21668815612793	Time: 0.01s
+psnr of img_004_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 28.341087341308594	Time: 0.01s
+psnr of img_005_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 24.30132293701172	Time: 0.01s
+psnr of img_006_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 30.59711456298828	Time: 0.01s
+psnr of img_007_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 24.01458740234375	Time: 0.01s
+psnr of img_008_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 21.337156295776367	Time: 0.01s
+psnr of img_009_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 25.227783203125	Time: 0.01s
+psnr of img_010_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 27.235986709594727	Time: 0.01s
+psnr of img_011_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 21.4467716217041	Time: 0.01s
+psnr of img_012_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 25.112987518310547	Time: 0.01s
+psnr of img_013_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 27.84691619873047	Time: 0.01s
+psnr of img_014_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 26.462162017822266	Time: 0.01s
+psnr of img_015_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 23.198707580566406	Time: 0.01s
+psnr of img_016_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 21.712345123291016	Time: 0.01s
+psnr of img_017_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 31.25412940979004	Time: 0.01s
+psnr of img_018_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 29.77525520324707	Time: 0.01s
+psnr of img_019_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 23.333322525024414	Time: 0.01s
+psnr of img_020_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 23.62225341796875	Time: 0.01s
+psnr of img_021_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 19.770381927490234	Time: 0.01s
+psnr of img_022_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 21.512306213378906	Time: 0.01s
+psnr of img_023_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 23.25359535217285	Time: 0.01s
+psnr of img_024_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 24.070022583007812	Time: 0.01s
+psnr of img_025_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 24.621604919433594	Time: 0.01s
+psnr of img_026_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 24.85988426208496	Time: 0.01s
+psnr of img_027_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 25.413721084594727	Time: 0.01s
+psnr of img_028_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 27.34882164001465	Time: 0.01s
+psnr of img_029_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 27.931535720825195	Time: 0.01s
+psnr of img_030_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 18.201730728149414	Time: 0.01s
+psnr of img_031_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 27.44647979736328	Time: 0.01s
+psnr of img_032_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 19.347543716430664	Time: 0.01s
+psnr of img_033_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 23.103025436401367	Time: 0.01s
+psnr of img_034_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 22.23977279663086	Time: 0.01s
+psnr of img_035_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 30.433544158935547	Time: 0.01s
+psnr of img_036_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 24.58377456665039	Time: 0.01s
+psnr of img_037_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 26.319406509399414	Time: 0.01s
+psnr of img_038_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 25.914588928222656	Time: 0.01s
+psnr of img_039_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 26.150211334228516	Time: 0.01s
+psnr of img_040_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 29.369476318359375	Time: 0.01s
+psnr of img_041_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 24.04979705810547	Time: 0.01s
+psnr of img_042_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 23.580413818359375	Time: 0.01s
+psnr of img_043_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 24.42989730834961	Time: 0.01s
+psnr of img_044_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 24.842069625854492	Time: 0.01s
+psnr of img_045_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 22.813894271850586	Time: 0.01s
+psnr of img_046_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 32.029014587402344	Time: 0.01s
+psnr of img_047_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 20.567737579345703	Time: 0.01s
+psnr of img_048_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 23.086715698242188	Time: 0.01s
+psnr of img_049_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 22.78055191040039	Time: 0.01s
+psnr of img_050_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 29.831050872802734	Time: 0.01s
+psnr of img_051_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 23.048437118530273	Time: 0.01s
+psnr of img_052_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 20.32773780822754	Time: 0.01s
+psnr of img_053_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 30.099084854125977	Time: 0.01s
+psnr of img_054_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 30.609472274780273	Time: 0.01s
+psnr of img_055_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 24.90373992919922	Time: 0.01s
+psnr of img_056_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 22.951435089111328	Time: 0.01s
+psnr of img_057_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 19.64173698425293	Time: 0.01s
+psnr of img_058_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 25.647926330566406	Time: 0.01s
+psnr of img_059_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 30.182106018066406	Time: 0.01s
+psnr of img_060_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 28.557186126708984	Time: 0.01s
+psnr of img_061_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 29.822628021240234	Time: 0.01s
+psnr of img_062_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 26.56144905090332	Time: 0.01s
+psnr of img_063_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 27.809310913085938	Time: 0.01s
+psnr of img_064_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 22.396926879882812	Time: 0.01s
+psnr of img_065_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 23.84250259399414	Time: 0.01s
+psnr of img_066_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 25.919330596923828	Time: 0.01s
+psnr of img_067_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 34.692626953125	Time: 0.01s
+psnr of img_068_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 19.03143882751465	Time: 0.01s
+psnr of img_069_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 20.857803344726562	Time: 0.01s
+psnr of img_070_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 25.657665252685547	Time: 0.01s
+psnr of img_071_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 27.377716064453125	Time: 0.01s
+psnr of img_072_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 23.478214263916016	Time: 0.01s
+psnr of img_073_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 25.53820037841797	Time: 0.01s
+psnr of img_074_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 24.151212692260742	Time: 0.01s
+psnr of img_075_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 21.574552536010742	Time: 0.01s
+psnr of img_076_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 28.077693939208984	Time: 0.01s
+psnr of img_077_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 21.961641311645508	Time: 0.01s
+psnr of img_078_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 27.49454689025879	Time: 0.01s
+psnr of img_079_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 26.827821731567383	Time: 0.01s
+psnr of img_080_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 28.220853805541992	Time: 0.01s
+psnr of img_081_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 32.82578659057617	Time: 0.01s
+psnr of img_082_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 26.551790237426758	Time: 0.01s
+psnr of img_083_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 20.412797927856445	Time: 0.01s
+psnr of img_084_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 19.437828063964844	Time: 0.01s
+psnr of img_085_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 22.431089401245117	Time: 0.01s
+psnr of img_086_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 23.07172966003418	Time: 0.01s
+psnr of img_087_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 25.461448669433594	Time: 0.01s
+psnr of img_088_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 28.090747833251953	Time: 0.01s
+psnr of img_089_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 25.414005279541016	Time: 0.01s
+psnr of img_090_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 23.15131378173828	Time: 0.01s
+psnr of img_091_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 27.208370208740234	Time: 0.01s
+psnr of img_092_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 23.763296127319336	Time: 0.01s
+psnr of img_093_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 27.916200637817383	Time: 0.01s
+psnr of img_094_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 23.3155460357666	Time: 0.01s
+psnr of img_095_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 23.35405731201172	Time: 0.01s
+psnr of img_096_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 20.36033821105957	Time: 0.01s
+psnr of img_097_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 25.369909286499023	Time: 0.01s
+psnr of img_098_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 24.091623306274414	Time: 0.01s
+psnr of img_099_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 24.418981552124023	Time: 0.01s
+psnr of img_100_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 22.54632568359375	Time: 0.01s
+Average psnr score of 4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100/val_1/ with 100 images is: 25.032053871154787
+Done! Results are in psnr_curated_BSD100.txt.
diff --git a/curated/visualization/BSD100/log_ssim_BSD100.txt b/curated/visualization/BSD100/log_ssim_BSD100.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d6a222b24fc99f3d5160cc7a3dc8946196cf6cf2
--- /dev/null
+++ b/curated/visualization/BSD100/log_ssim_BSD100.txt
@@ -0,0 +1,102 @@
+ssim of img_001_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.48344142467646123	Time: 0.17s
+ssim of img_002_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.759184425363393	Time: 0.01s
+ssim of img_003_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.7475164873091703	Time: 0.01s
+ssim of img_004_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.7954035568942138	Time: 0.01s
+ssim of img_005_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.6407878110828215	Time: 0.01s
+ssim of img_006_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.8605044151844613	Time: 0.01s
+ssim of img_007_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.6586390464414855	Time: 0.01s
+ssim of img_008_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.4950727423174549	Time: 0.01s
+ssim of img_009_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.7228695824665297	Time: 0.01s
+ssim of img_010_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.7447274225844689	Time: 0.01s
+ssim of img_011_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.6167481602718728	Time: 0.01s
+ssim of img_012_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.6376627068694695	Time: 0.01s
+ssim of img_013_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.7476013543239608	Time: 0.01s
+ssim of img_014_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.7644501797444141	Time: 0.01s
+ssim of img_015_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.5953163999777253	Time: 0.01s
+ssim of img_016_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.6348282155930743	Time: 0.01s
+ssim of img_017_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.8471158729698252	Time: 0.01s
+ssim of img_018_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.8557757261414716	Time: 0.01s
+ssim of img_019_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.6601477034052732	Time: 0.01s
+ssim of img_020_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.741742677848412	Time: 0.01s
+ssim of img_021_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.5624226476682372	Time: 0.01s
+ssim of img_022_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.5118110197923823	Time: 0.01s
+ssim of img_023_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.4928854308200008	Time: 0.01s
+ssim of img_024_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.7120810921333783	Time: 0.01s
+ssim of img_025_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.7467737052804314	Time: 0.01s
+ssim of img_026_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.7858353829493977	Time: 0.01s
+ssim of img_027_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.6610585590060746	Time: 0.01s
+ssim of img_028_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.7402033151591841	Time: 0.01s
+ssim of img_029_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.8428913347959048	Time: 0.01s
+ssim of img_030_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.4197348873665936	Time: 0.01s
+ssim of img_031_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.7546934374583728	Time: 0.01s
+ssim of img_032_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.33174718826256144	Time: 0.01s
+ssim of img_033_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.5746900156086239	Time: 0.01s
+ssim of img_034_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.6865056651382463	Time: 0.01s
+ssim of img_035_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.8458230222300618	Time: 0.01s
+ssim of img_036_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.6626926010965085	Time: 0.01s
+ssim of img_037_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.4304013193127147	Time: 0.01s
+ssim of img_038_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.6484935523724837	Time: 0.01s
+ssim of img_039_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.6525961662533399	Time: 0.01s
+ssim of img_040_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.8852144630378183	Time: 0.01s
+ssim of img_041_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.653715265183058	Time: 0.01s
+ssim of img_042_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.6355395948058	Time: 0.01s
+ssim of img_043_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.6883171689915645	Time: 0.01s
+ssim of img_044_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.8112867589722028	Time: 0.01s
+ssim of img_045_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.5913667361432996	Time: 0.01s
+ssim of img_046_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.8203333575285048	Time: 0.01s
+ssim of img_047_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.5112865058609184	Time: 0.01s
+ssim of img_048_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.5470295144501283	Time: 0.01s
+ssim of img_049_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.7811774279612719	Time: 0.01s
+ssim of img_050_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.7881971403086372	Time: 0.01s
+ssim of img_051_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.5401956463293691	Time: 0.01s
+ssim of img_052_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.6220228240874239	Time: 0.01s
+ssim of img_053_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.7921233390058345	Time: 0.01s
+ssim of img_054_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.7439149810420006	Time: 0.01s
+ssim of img_055_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.6776758045909503	Time: 0.01s
+ssim of img_056_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.5895923852254586	Time: 0.01s
+ssim of img_057_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.33734306980094364	Time: 0.01s
+ssim of img_058_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.6609494428656298	Time: 0.01s
+ssim of img_059_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.741156519787532	Time: 0.01s
+ssim of img_060_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.7211341053474991	Time: 0.01s
+ssim of img_061_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.7603075257200439	Time: 0.01s
+ssim of img_062_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.7283320181235119	Time: 0.01s
+ssim of img_063_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.9069261447156125	Time: 0.01s
+ssim of img_064_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.5885252102239419	Time: 0.01s
+ssim of img_065_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.5317179763842467	Time: 0.01s
+ssim of img_066_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.7300175939557483	Time: 0.01s
+ssim of img_067_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.9626028290300637	Time: 0.01s
+ssim of img_068_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.4784836580694887	Time: 0.01s
+ssim of img_069_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.5801238193694251	Time: 0.01s
+ssim of img_070_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.7305664489223095	Time: 0.01s
+ssim of img_071_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.7275720334838984	Time: 0.01s
+ssim of img_072_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.5054197617600529	Time: 0.01s
+ssim of img_073_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.5265321475725758	Time: 0.01s
+ssim of img_074_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.6347831904726505	Time: 0.01s
+ssim of img_075_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.6016308128868296	Time: 0.01s
+ssim of img_076_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.7214273575625907	Time: 0.01s
+ssim of img_077_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.39111330815557743	Time: 0.01s
+ssim of img_078_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.7569820375451451	Time: 0.01s
+ssim of img_079_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.8949076216268946	Time: 0.01s
+ssim of img_080_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.7800045516201671	Time: 0.01s
+ssim of img_081_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.9097157237530951	Time: 0.01s
+ssim of img_082_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.6515573732542702	Time: 0.01s
+ssim of img_083_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.42803724843721397	Time: 0.01s
+ssim of img_084_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.5139784551405102	Time: 0.01s
+ssim of img_085_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.6924694775247765	Time: 0.01s
+ssim of img_086_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.4988638381433331	Time: 0.01s
+ssim of img_087_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.6203658402140323	Time: 0.01s
+ssim of img_088_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.7405949588254789	Time: 0.01s
+ssim of img_089_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.4763407590378732	Time: 0.01s
+ssim of img_090_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.5482175167671091	Time: 0.01s
+ssim of img_091_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.6368025185823687	Time: 0.01s
+ssim of img_092_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.6541190873126637	Time: 0.01s
+ssim of img_093_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.8282751598816486	Time: 0.01s
+ssim of img_094_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.6164006864106729	Time: 0.01s
+ssim of img_095_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.7035287804012026	Time: 0.01s
+ssim of img_096_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.2442549863007385	Time: 0.01s
+ssim of img_097_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.4809322175233234	Time: 0.01s
+ssim of img_098_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.7136917214775486	Time: 0.01s
+ssim of img_099_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.6429421497659487	Time: 0.01s
+ssim of img_100_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.6263947308003399	Time: 0.01s
+Average ssim score of 4xDF2K_plksr_tiny_fp16_full_500k_BSD100/val_1/ with 100 images is: 0.659779075822512
+Done! Results are in ssim_BSD100.txt.
diff --git a/curated/visualization/BSD100/log_ssim_curated_BSD100.txt b/curated/visualization/BSD100/log_ssim_curated_BSD100.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6980814e9047f84128d03a51f25213058d6de933
--- /dev/null
+++ b/curated/visualization/BSD100/log_ssim_curated_BSD100.txt
@@ -0,0 +1,102 @@
+ssim of img_001_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.483341234734878	Time: 0.19s
+ssim of img_002_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.759174043204319	Time: 0.01s
+ssim of img_003_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.7491074600968927	Time: 0.01s
+ssim of img_004_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.7966467029278903	Time: 0.01s
+ssim of img_005_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.641486300218301	Time: 0.01s
+ssim of img_006_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.8600035862525374	Time: 0.01s
+ssim of img_007_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.6600232289215131	Time: 0.01s
+ssim of img_008_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.496088816091594	Time: 0.01s
+ssim of img_009_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.7245057712707792	Time: 0.01s
+ssim of img_010_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.7461037456280808	Time: 0.01s
+ssim of img_011_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.6181193800924788	Time: 0.01s
+ssim of img_012_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.641410541596262	Time: 0.01s
+ssim of img_013_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.7488731588299475	Time: 0.01s
+ssim of img_014_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.7650318235112171	Time: 0.01s
+ssim of img_015_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.5959757869112887	Time: 0.01s
+ssim of img_016_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.6420111886610386	Time: 0.01s
+ssim of img_017_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.8476576062868887	Time: 0.01s
+ssim of img_018_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.8561638835539724	Time: 0.01s
+ssim of img_019_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.6587590327857006	Time: 0.01s
+ssim of img_020_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.7424364289226761	Time: 0.01s
+ssim of img_021_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.5667222232517751	Time: 0.01s
+ssim of img_022_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.514798261970817	Time: 0.01s
+ssim of img_023_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.49353608808735605	Time: 0.01s
+ssim of img_024_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.7140585107648303	Time: 0.01s
+ssim of img_025_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.7471808684806944	Time: 0.01s
+ssim of img_026_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.7861815624385007	Time: 0.01s
+ssim of img_027_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.6612120467953283	Time: 0.01s
+ssim of img_028_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.7412196728888564	Time: 0.01s
+ssim of img_029_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.8431083659257662	Time: 0.01s
+ssim of img_030_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.41940473474530154	Time: 0.01s
+ssim of img_031_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.7545190943283383	Time: 0.01s
+ssim of img_032_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.33474251001126426	Time: 0.01s
+ssim of img_033_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.5764160859343597	Time: 0.01s
+ssim of img_034_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.687273388878292	Time: 0.01s
+ssim of img_035_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.8453569173632095	Time: 0.01s
+ssim of img_036_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.6646146597572665	Time: 0.01s
+ssim of img_037_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.4266817771006587	Time: 0.01s
+ssim of img_038_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.6488091278581499	Time: 0.01s
+ssim of img_039_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.6539297005757843	Time: 0.01s
+ssim of img_040_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.8869809006546194	Time: 0.01s
+ssim of img_041_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.653957967637215	Time: 0.01s
+ssim of img_042_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.6367646359730263	Time: 0.01s
+ssim of img_043_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.6891376198609852	Time: 0.01s
+ssim of img_044_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.812610033898071	Time: 0.01s
+ssim of img_045_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.5948230227227345	Time: 0.01s
+ssim of img_046_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.8215559602802828	Time: 0.01s
+ssim of img_047_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.510304340988413	Time: 0.01s
+ssim of img_048_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.5507468433736165	Time: 0.01s
+ssim of img_049_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.7826485384311279	Time: 0.01s
+ssim of img_050_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.7881099822161296	Time: 0.01s
+ssim of img_051_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.5397180554697193	Time: 0.01s
+ssim of img_052_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.6224944327646987	Time: 0.01s
+ssim of img_053_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.7925307499282477	Time: 0.01s
+ssim of img_054_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.7399464571340976	Time: 0.01s
+ssim of img_055_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.6795022730030943	Time: 0.01s
+ssim of img_056_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.5924451358319878	Time: 0.01s
+ssim of img_057_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.3387422664466728	Time: 0.01s
+ssim of img_058_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.6613822325088832	Time: 0.01s
+ssim of img_059_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.7402924369045443	Time: 0.01s
+ssim of img_060_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.7213679197223538	Time: 0.01s
+ssim of img_061_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.7597930309294412	Time: 0.01s
+ssim of img_062_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.7283466572111426	Time: 0.01s
+ssim of img_063_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.9103812940466972	Time: 0.01s
+ssim of img_064_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.5898024824037714	Time: 0.01s
+ssim of img_065_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.5326557493127152	Time: 0.01s
+ssim of img_066_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.7323930793621831	Time: 0.01s
+ssim of img_067_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.962578887217292	Time: 0.01s
+ssim of img_068_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.48006570560516276	Time: 0.01s
+ssim of img_069_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.5813827273623062	Time: 0.01s
+ssim of img_070_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.7306660162139459	Time: 0.01s
+ssim of img_071_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.728073544657279	Time: 0.01s
+ssim of img_072_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.5067468750540823	Time: 0.01s
+ssim of img_073_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.5272271362600882	Time: 0.01s
+ssim of img_074_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.6351179661516132	Time: 0.01s
+ssim of img_075_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.6027471746789633	Time: 0.01s
+ssim of img_076_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.7193036364823769	Time: 0.01s
+ssim of img_077_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.3886876037481454	Time: 0.01s
+ssim of img_078_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.7583841156995013	Time: 0.01s
+ssim of img_079_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.8958705541984863	Time: 0.01s
+ssim of img_080_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.7791291350605215	Time: 0.01s
+ssim of img_081_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.9100873965984686	Time: 0.01s
+ssim of img_082_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.6518350801572335	Time: 0.01s
+ssim of img_083_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.42894474396259274	Time: 0.01s
+ssim of img_084_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.5151721743144055	Time: 0.01s
+ssim of img_085_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.6900086933102145	Time: 0.01s
+ssim of img_086_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.49993017827804387	Time: 0.01s
+ssim of img_087_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.6196263424412212	Time: 0.01s
+ssim of img_088_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.7426575897571092	Time: 0.01s
+ssim of img_089_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.4768620253036595	Time: 0.01s
+ssim of img_090_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.5489600117784346	Time: 0.01s
+ssim of img_091_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.6371328386988359	Time: 0.01s
+ssim of img_092_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.6527246474273314	Time: 0.01s
+ssim of img_093_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.8306367254558059	Time: 0.01s
+ssim of img_094_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.6182657201509342	Time: 0.01s
+ssim of img_095_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.7062113114338775	Time: 0.01s
+ssim of img_096_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.2333839930087504	Time: 0.01s
+ssim of img_097_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.4812147414012219	Time: 0.01s
+ssim of img_098_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.7153506430160977	Time: 0.01s
+ssim of img_099_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.6436316776235678	Time: 0.01s
+ssim of img_100_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.6279907323975731	Time: 0.01s
+Average ssim score of 4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100/val_1/ with 100 images is: 0.6604872776157642
+Done! Results are in ssim_curated_BSD100.txt.
diff --git a/curated/visualization/BSD100/log_topiq_fr_BSD100.txt b/curated/visualization/BSD100/log_topiq_fr_BSD100.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6dc45c2752ad290925fd6ca471d14c52b7c69bc6
--- /dev/null
+++ b/curated/visualization/BSD100/log_topiq_fr_BSD100.txt
@@ -0,0 +1,103 @@
+Loading pretrained model CFANet from /home/phips/.cache/pyiqa/cfanet_fr_kadid_res50-2c4cc61d.pth
+topiq_fr of img_001_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.41237491369247437	Time: 0.44s
+topiq_fr of img_002_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.4173818826675415	Time: 0.03s
+topiq_fr of img_003_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.36393314599990845	Time: 0.03s
+topiq_fr of img_004_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.43829554319381714	Time: 0.06s
+topiq_fr of img_005_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.3981209099292755	Time: 0.03s
+topiq_fr of img_006_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.48446351289749146	Time: 0.03s
+topiq_fr of img_007_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.3988093137741089	Time: 0.03s
+topiq_fr of img_008_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.3567747473716736	Time: 0.03s
+topiq_fr of img_009_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.43144601583480835	Time: 0.03s
+topiq_fr of img_010_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.386841744184494	Time: 0.03s
+topiq_fr of img_011_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.4089111387729645	Time: 0.03s
+topiq_fr of img_012_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.4407657980918884	Time: 0.03s
+topiq_fr of img_013_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.42165064811706543	Time: 0.03s
+topiq_fr of img_014_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.41797590255737305	Time: 0.03s
+topiq_fr of img_015_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.4086698293685913	Time: 0.03s
+topiq_fr of img_016_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.4364778399467468	Time: 0.03s
+topiq_fr of img_017_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.49319636821746826	Time: 0.03s
+topiq_fr of img_018_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.43366602063179016	Time: 0.03s
+topiq_fr of img_019_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.43139883875846863	Time: 0.03s
+topiq_fr of img_020_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.4177395701408386	Time: 0.03s
+topiq_fr of img_021_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.43126922845840454	Time: 0.03s
+topiq_fr of img_022_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.357455313205719	Time: 0.03s
+topiq_fr of img_023_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.3804839849472046	Time: 0.03s
+topiq_fr of img_024_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.39315760135650635	Time: 0.03s
+topiq_fr of img_025_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.4057689309120178	Time: 0.03s
+topiq_fr of img_026_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.448727548122406	Time: 0.03s
+topiq_fr of img_027_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.42675262689590454	Time: 0.03s
+topiq_fr of img_028_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.44717592000961304	Time: 0.03s
+topiq_fr of img_029_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.42547595500946045	Time: 0.03s
+topiq_fr of img_030_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.3713027834892273	Time: 0.03s
+topiq_fr of img_031_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.34213393926620483	Time: 0.03s
+topiq_fr of img_032_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.3722444772720337	Time: 0.03s
+topiq_fr of img_033_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.41584867238998413	Time: 0.03s
+topiq_fr of img_034_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.4258642792701721	Time: 0.03s
+topiq_fr of img_035_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.5278220176696777	Time: 0.03s
+topiq_fr of img_036_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.43315985798835754	Time: 0.03s
+topiq_fr of img_037_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.3827623724937439	Time: 0.03s
+topiq_fr of img_038_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.4023466110229492	Time: 0.03s
+topiq_fr of img_039_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.467765748500824	Time: 0.03s
+topiq_fr of img_040_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.5224704742431641	Time: 0.03s
+topiq_fr of img_041_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.41069045662879944	Time: 0.03s
+topiq_fr of img_042_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.40594154596328735	Time: 0.03s
+topiq_fr of img_043_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.3649135231971741	Time: 0.03s
+topiq_fr of img_044_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.4223291873931885	Time: 0.03s
+topiq_fr of img_045_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.3779796361923218	Time: 0.03s
+topiq_fr of img_046_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.4532972276210785	Time: 0.03s
+topiq_fr of img_047_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.34783935546875	Time: 0.03s
+topiq_fr of img_048_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.36245715618133545	Time: 0.03s
+topiq_fr of img_049_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.45081931352615356	Time: 0.03s
+topiq_fr of img_050_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.4234555959701538	Time: 0.03s
+topiq_fr of img_051_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.3699989318847656	Time: 0.03s
+topiq_fr of img_052_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.3472372591495514	Time: 0.03s
+topiq_fr of img_053_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.418437659740448	Time: 0.03s
+topiq_fr of img_054_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.4597815275192261	Time: 0.03s
+topiq_fr of img_055_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.3981064558029175	Time: 0.03s
+topiq_fr of img_056_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.429071843624115	Time: 0.03s
+topiq_fr of img_057_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.38777822256088257	Time: 0.03s
+topiq_fr of img_058_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.4109460115432739	Time: 0.03s
+topiq_fr of img_059_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.45436835289001465	Time: 0.03s
+topiq_fr of img_060_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.46148180961608887	Time: 0.03s
+topiq_fr of img_061_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.40894263982772827	Time: 0.03s
+topiq_fr of img_062_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.4272308051586151	Time: 0.03s
+topiq_fr of img_063_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.5284408926963806	Time: 0.03s
+topiq_fr of img_064_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.3691013753414154	Time: 0.03s
+topiq_fr of img_065_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.4010060429573059	Time: 0.03s
+topiq_fr of img_066_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.5027974247932434	Time: 0.03s
+topiq_fr of img_067_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.4324229955673218	Time: 0.03s
+topiq_fr of img_068_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.38762110471725464	Time: 0.03s
+topiq_fr of img_069_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.3840281665325165	Time: 0.03s
+topiq_fr of img_070_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.4296969175338745	Time: 0.03s
+topiq_fr of img_071_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.44894957542419434	Time: 0.03s
+topiq_fr of img_072_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.38562047481536865	Time: 0.03s
+topiq_fr of img_073_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.4329434931278229	Time: 0.03s
+topiq_fr of img_074_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.38000595569610596	Time: 0.03s
+topiq_fr of img_075_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.3869768977165222	Time: 0.03s
+topiq_fr of img_076_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.45219364762306213	Time: 0.03s
+topiq_fr of img_077_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.40904510021209717	Time: 0.03s
+topiq_fr of img_078_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.39606860280036926	Time: 0.03s
+topiq_fr of img_079_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.4472549259662628	Time: 0.03s
+topiq_fr of img_080_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.412684828042984	Time: 0.03s
+topiq_fr of img_081_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.5320130586624146	Time: 0.03s
+topiq_fr of img_082_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.40945133566856384	Time: 0.03s
+topiq_fr of img_083_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.3631058633327484	Time: 0.03s
+topiq_fr of img_084_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.3930879831314087	Time: 0.03s
+topiq_fr of img_085_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.45999079942703247	Time: 0.03s
+topiq_fr of img_086_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.4136463403701782	Time: 0.03s
+topiq_fr of img_087_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.40800899267196655	Time: 0.03s
+topiq_fr of img_088_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.48665907979011536	Time: 0.03s
+topiq_fr of img_089_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.43172383308410645	Time: 0.03s
+topiq_fr of img_090_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.36323535442352295	Time: 0.03s
+topiq_fr of img_091_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.4161342978477478	Time: 0.03s
+topiq_fr of img_092_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.4102276563644409	Time: 0.03s
+topiq_fr of img_093_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.4598040282726288	Time: 0.03s
+topiq_fr of img_094_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.4271792769432068	Time: 0.03s
+topiq_fr of img_095_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.4328593909740448	Time: 0.03s
+topiq_fr of img_096_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.4364808201789856	Time: 0.03s
+topiq_fr of img_097_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.42217373847961426	Time: 0.03s
+topiq_fr of img_098_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.3883882164955139	Time: 0.03s
+topiq_fr of img_099_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.39713847637176514	Time: 0.03s
+topiq_fr of img_100_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png: 0.3881213068962097	Time: 0.03s
+Average topiq_fr score of 4xDF2K_plksr_tiny_fp16_full_500k_BSD100/val_1/ with 100 images is: 0.4179827481508255
+Done! Results are in topiq_fr_BSD100.txt.
diff --git a/curated/visualization/BSD100/log_topiq_fr_curated_BSD100.txt b/curated/visualization/BSD100/log_topiq_fr_curated_BSD100.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f9221a2f72b93acd574c2adf753c31044fecc4bd
--- /dev/null
+++ b/curated/visualization/BSD100/log_topiq_fr_curated_BSD100.txt
@@ -0,0 +1,103 @@
+Loading pretrained model CFANet from /home/phips/.cache/pyiqa/cfanet_fr_kadid_res50-2c4cc61d.pth
+topiq_fr of img_001_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.41089850664138794	Time: 0.43s
+topiq_fr of img_002_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.4172825217247009	Time: 0.03s
+topiq_fr of img_003_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.3644068241119385	Time: 0.03s
+topiq_fr of img_004_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.4380219280719757	Time: 0.06s
+topiq_fr of img_005_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.4008084535598755	Time: 0.03s
+topiq_fr of img_006_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.47929346561431885	Time: 0.03s
+topiq_fr of img_007_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.39989566802978516	Time: 0.03s
+topiq_fr of img_008_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.35805922746658325	Time: 0.03s
+topiq_fr of img_009_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.43645620346069336	Time: 0.03s
+topiq_fr of img_010_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.3886130452156067	Time: 0.03s
+topiq_fr of img_011_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.4127771258354187	Time: 0.03s
+topiq_fr of img_012_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.4429105818271637	Time: 0.03s
+topiq_fr of img_013_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.4197472035884857	Time: 0.03s
+topiq_fr of img_014_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.41670161485671997	Time: 0.03s
+topiq_fr of img_015_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.41194283962249756	Time: 0.03s
+topiq_fr of img_016_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.4390360414981842	Time: 0.03s
+topiq_fr of img_017_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.4942447543144226	Time: 0.03s
+topiq_fr of img_018_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.437799870967865	Time: 0.03s
+topiq_fr of img_019_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.4304654002189636	Time: 0.03s
+topiq_fr of img_020_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.41670840978622437	Time: 0.03s
+topiq_fr of img_021_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.43657219409942627	Time: 0.03s
+topiq_fr of img_022_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.35837671160697937	Time: 0.03s
+topiq_fr of img_023_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.3814273476600647	Time: 0.03s
+topiq_fr of img_024_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.39555060863494873	Time: 0.03s
+topiq_fr of img_025_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.4068073034286499	Time: 0.03s
+topiq_fr of img_026_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.44931942224502563	Time: 0.03s
+topiq_fr of img_027_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.43107855319976807	Time: 0.03s
+topiq_fr of img_028_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.4491422772407532	Time: 0.03s
+topiq_fr of img_029_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.42921239137649536	Time: 0.03s
+topiq_fr of img_030_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.37020644545555115	Time: 0.03s
+topiq_fr of img_031_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.3441723883152008	Time: 0.03s
+topiq_fr of img_032_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.37399348616600037	Time: 0.03s
+topiq_fr of img_033_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.41735202074050903	Time: 0.03s
+topiq_fr of img_034_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.42444103956222534	Time: 0.03s
+topiq_fr of img_035_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.5310708284378052	Time: 0.03s
+topiq_fr of img_036_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.4354543089866638	Time: 0.03s
+topiq_fr of img_037_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.37843379378318787	Time: 0.03s
+topiq_fr of img_038_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.40499043464660645	Time: 0.03s
+topiq_fr of img_039_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.46861571073532104	Time: 0.03s
+topiq_fr of img_040_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.5217916369438171	Time: 0.03s
+topiq_fr of img_041_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.4101833999156952	Time: 0.03s
+topiq_fr of img_042_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.40706223249435425	Time: 0.03s
+topiq_fr of img_043_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.367073118686676	Time: 0.03s
+topiq_fr of img_044_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.42365121841430664	Time: 0.03s
+topiq_fr of img_045_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.3817061185836792	Time: 0.03s
+topiq_fr of img_046_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.4566431939601898	Time: 0.03s
+topiq_fr of img_047_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.348677396774292	Time: 0.03s
+topiq_fr of img_048_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.36598026752471924	Time: 0.03s
+topiq_fr of img_049_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.45159679651260376	Time: 0.03s
+topiq_fr of img_050_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.42179977893829346	Time: 0.03s
+topiq_fr of img_051_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.3707095980644226	Time: 0.03s
+topiq_fr of img_052_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.34757566452026367	Time: 0.03s
+topiq_fr of img_053_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.4207257628440857	Time: 0.03s
+topiq_fr of img_054_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.4630160629749298	Time: 0.03s
+topiq_fr of img_055_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.39885658025741577	Time: 0.03s
+topiq_fr of img_056_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.4319782257080078	Time: 0.03s
+topiq_fr of img_057_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.3882735073566437	Time: 0.03s
+topiq_fr of img_058_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.4125213623046875	Time: 0.03s
+topiq_fr of img_059_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.45405128598213196	Time: 0.03s
+topiq_fr of img_060_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.4637318253517151	Time: 0.03s
+topiq_fr of img_061_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.40573689341545105	Time: 0.03s
+topiq_fr of img_062_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.43728774785995483	Time: 0.03s
+topiq_fr of img_063_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.5325134992599487	Time: 0.03s
+topiq_fr of img_064_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.3706212043762207	Time: 0.03s
+topiq_fr of img_065_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.40347036719322205	Time: 0.03s
+topiq_fr of img_066_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.5099136233329773	Time: 0.03s
+topiq_fr of img_067_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.43552708625793457	Time: 0.03s
+topiq_fr of img_068_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.3904792368412018	Time: 0.03s
+topiq_fr of img_069_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.3833262324333191	Time: 0.03s
+topiq_fr of img_070_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.4269472360610962	Time: 0.03s
+topiq_fr of img_071_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.44926220178604126	Time: 0.03s
+topiq_fr of img_072_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.3875783085823059	Time: 0.03s
+topiq_fr of img_073_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.4342920780181885	Time: 0.03s
+topiq_fr of img_074_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.38089025020599365	Time: 0.03s
+topiq_fr of img_075_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.38672226667404175	Time: 0.03s
+topiq_fr of img_076_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.44839411973953247	Time: 0.03s
+topiq_fr of img_077_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.4086962342262268	Time: 0.03s
+topiq_fr of img_078_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.3970733880996704	Time: 0.03s
+topiq_fr of img_079_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.4481736719608307	Time: 0.03s
+topiq_fr of img_080_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.41005057096481323	Time: 0.03s
+topiq_fr of img_081_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.5319275856018066	Time: 0.03s
+topiq_fr of img_082_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.408385694026947	Time: 0.03s
+topiq_fr of img_083_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.3614735007286072	Time: 0.03s
+topiq_fr of img_084_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.3925641179084778	Time: 0.03s
+topiq_fr of img_085_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.4574105739593506	Time: 0.03s
+topiq_fr of img_086_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.4152015447616577	Time: 0.03s
+topiq_fr of img_087_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.4085068106651306	Time: 0.03s
+topiq_fr of img_088_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.4906305968761444	Time: 0.03s
+topiq_fr of img_089_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.4344547986984253	Time: 0.03s
+topiq_fr of img_090_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.3677952289581299	Time: 0.03s
+topiq_fr of img_091_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.41876107454299927	Time: 0.03s
+topiq_fr of img_092_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.41202494502067566	Time: 0.03s
+topiq_fr of img_093_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.46211230754852295	Time: 0.03s
+topiq_fr of img_094_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.4286925792694092	Time: 0.03s
+topiq_fr of img_095_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.43410128355026245	Time: 0.03s
+topiq_fr of img_096_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.4205845296382904	Time: 0.03s
+topiq_fr of img_097_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.4232630729675293	Time: 0.03s
+topiq_fr of img_098_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.39033591747283936	Time: 0.03s
+topiq_fr of img_099_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.3973202109336853	Time: 0.03s
+topiq_fr of img_100_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png: 0.38795989751815796	Time: 0.03s
+Average topiq_fr score of 4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100/val_1/ with 100 images is: 0.4190035447478294
+Done! Results are in topiq_fr_curated_BSD100.txt.
diff --git a/curated/visualization/BSD100/psnr_BSD100.txt b/curated/visualization/BSD100/psnr_BSD100.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2d399b5f991c8d8fe84b256f74477a0d63fde4d4
--- /dev/null
+++ b/curated/visualization/BSD100/psnr_BSD100.txt
@@ -0,0 +1,100 @@
+img_001_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,21.922691345214844
+img_002_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,25.919092178344727
+img_003_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,24.19235610961914
+img_004_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,28.3153076171875
+img_005_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,24.291236877441406
+img_006_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,30.66455078125
+img_007_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,23.994197845458984
+img_008_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,21.32583236694336
+img_009_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,25.200998306274414
+img_010_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,27.2034854888916
+img_011_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,21.4455509185791
+img_012_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,25.059226989746094
+img_013_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,27.823177337646484
+img_014_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,26.4460391998291
+img_015_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,23.1845645904541
+img_016_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,21.58846092224121
+img_017_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,31.292316436767578
+img_018_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,29.845115661621094
+img_019_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,23.408592224121094
+img_020_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,23.60451889038086
+img_021_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,19.724695205688477
+img_022_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,21.482744216918945
+img_023_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,23.250625610351562
+img_024_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,24.047327041625977
+img_025_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,24.65053367614746
+img_026_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,24.847078323364258
+img_027_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,25.40729522705078
+img_028_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,27.33985710144043
+img_029_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,27.948505401611328
+img_030_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,18.202051162719727
+img_031_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,27.445846557617188
+img_032_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,19.331172943115234
+img_033_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,23.086151123046875
+img_034_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,22.221046447753906
+img_035_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,30.607872009277344
+img_036_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,24.529285430908203
+img_037_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,26.346302032470703
+img_038_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,25.895530700683594
+img_039_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,26.13750648498535
+img_040_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,29.286115646362305
+img_041_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,24.07099723815918
+img_042_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,23.573362350463867
+img_043_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,24.418556213378906
+img_044_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,24.798072814941406
+img_045_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,22.7707462310791
+img_046_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,31.992237091064453
+img_047_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,20.570064544677734
+img_048_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,23.050081253051758
+img_049_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,22.764545440673828
+img_050_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,29.829723358154297
+img_051_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,23.05118751525879
+img_052_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,20.322128295898438
+img_053_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,30.105384826660156
+img_054_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,30.66774559020996
+img_055_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,24.880611419677734
+img_056_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,22.906288146972656
+img_057_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,19.629301071166992
+img_058_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,25.643917083740234
+img_059_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,30.201988220214844
+img_060_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,28.550113677978516
+img_061_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,29.833866119384766
+img_062_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,26.56255340576172
+img_063_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,27.459012985229492
+img_064_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,22.38431739807129
+img_065_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,23.82012939453125
+img_066_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,25.8614501953125
+img_067_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,34.702632904052734
+img_068_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,19.012754440307617
+img_069_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,20.838214874267578
+img_070_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,25.623069763183594
+img_071_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,27.372726440429688
+img_072_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,23.460697174072266
+img_073_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,25.533977508544922
+img_074_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,24.13569450378418
+img_075_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,21.555278778076172
+img_076_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,28.14134407043457
+img_077_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,21.976829528808594
+img_078_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,27.458600997924805
+img_079_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,26.77457046508789
+img_080_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,28.234325408935547
+img_081_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,32.79731750488281
+img_082_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,26.55561065673828
+img_083_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,20.404525756835938
+img_084_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,19.42842674255371
+img_085_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,22.488407135009766
+img_086_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,23.051193237304688
+img_087_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,25.47670555114746
+img_088_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,28.04552459716797
+img_089_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,25.404626846313477
+img_090_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,23.147083282470703
+img_091_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,27.197834014892578
+img_092_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,23.786537170410156
+img_093_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,27.785747528076172
+img_094_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,23.29645347595215
+img_095_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,23.31730842590332
+img_096_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,20.465192794799805
+img_097_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,25.367599487304688
+img_098_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,24.056188583374023
+img_099_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,24.402482986450195
+img_100_4xDF2K_plksr_tiny_fp16_full_500k_BSD100.png,22.536376953125
diff --git a/curated/visualization/BSD100/psnr_curated_BSD100.txt b/curated/visualization/BSD100/psnr_curated_BSD100.txt
new file mode 100644
index 0000000000000000000000000000000000000000..37127e2d91c3c8231c2c55996b9047951d993263
--- /dev/null
+++ b/curated/visualization/BSD100/psnr_curated_BSD100.txt
@@ -0,0 +1,100 @@
+img_001_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png,21.921520233154297
+img_002_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png,25.888534545898438
+img_003_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png,24.21668815612793
+img_004_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png,28.341087341308594
+img_005_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png,24.30132293701172
+img_006_4xDF2K_curated_plksr_tiny_fp16_full_500k_BSD100.png,30.59711456298828
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diff --git a/curated/visualization/BSD100/ssim_BSD100.txt b/curated/visualization/BSD100/ssim_BSD100.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d5d7f2f1f502055ada48e8e5e9da934ec444537c
--- /dev/null
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index 0000000000000000000000000000000000000000..4f2607db468797cdb7748950f1683cc18ce18197
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+2024-10-10 09:03:51,640 INFO: Dataset [single] is built.
+2024-10-10 09:03:51,640 INFO: Number of test images in val_1: 100
+2024-10-10 09:03:51,809 INFO: Using network [plksr].
+2024-10-10 09:03:51,830 INFO: Loading plksr model from /home/phips/Documents/Github/neosr/experiments/4xDF2K_curated_plksr_tiny_fp16_full/models/net_g_500000.pth, with param key: [params].
+2024-10-10 09:03:51,846 INFO: Using model [image].
+2024-10-10 09:03:51,846 INFO: Testing val_1...
+2024-10-10 09:05:17,284 INFO: Inference took 85.44 seconds, at 1.17 fps.
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+2024-10-10 09:05:55,147 INFO: Number of test images in val_1: 100
+2024-10-10 09:05:55,331 INFO: Using network [plksr].
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+2024-10-10 09:05:55,372 INFO: Using model [image].
+2024-10-10 09:05:55,372 INFO: Testing val_1...
+2024-10-10 09:07:23,017 INFO: Inference took 87.64 seconds, at 1.14 fps.
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diff --git a/curated/visualization/DIV2K/dists_DIV2K.txt b/curated/visualization/DIV2K/dists_DIV2K.txt
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index 0000000000000000000000000000000000000000..0703b5688d705f35172ef5f5d6fcc9c486e405f1
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diff --git a/curated/visualization/DIV2K/dists_curated_DIV2K.txt b/curated/visualization/DIV2K/dists_curated_DIV2K.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8882707fe045eedade1c3e08b9a33cd35d460715
--- /dev/null
+++ b/curated/visualization/DIV2K/dists_curated_DIV2K.txt
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diff --git a/curated/visualization/DIV2K/log_ahiq_DIV2K.txt b/curated/visualization/DIV2K/log_ahiq_DIV2K.txt
new file mode 100644
index 0000000000000000000000000000000000000000..706707da32bdc0d8e7aa6c92ba9a5a10896159aa
--- /dev/null
+++ b/curated/visualization/DIV2K/log_ahiq_DIV2K.txt
@@ -0,0 +1,102 @@
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+ahiq of 0863_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4503958821296692	Time: 1.87s
+ahiq of 0864_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.27536115050315857	Time: 1.85s
+ahiq of 0865_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.3194488286972046	Time: 1.97s
+ahiq of 0866_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.3942323625087738	Time: 1.94s
+ahiq of 0867_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.3167087137699127	Time: 1.85s
+ahiq of 0868_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.5156885981559753	Time: 1.78s
+ahiq of 0869_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.39925676584243774	Time: 1.83s
+ahiq of 0870_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.3555743992328644	Time: 1.86s
+ahiq of 0871_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.37553396821022034	Time: 1.84s
+ahiq of 0872_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.31872305274009705	Time: 1.82s
+ahiq of 0873_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.31672897934913635	Time: 1.84s
+ahiq of 0874_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.39821404218673706	Time: 1.83s
+ahiq of 0875_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.27234745025634766	Time: 1.88s
+ahiq of 0876_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.27746501564979553	Time: 1.83s
+ahiq of 0877_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.3647623360157013	Time: 1.79s
+ahiq of 0878_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.3624182343482971	Time: 1.88s
+ahiq of 0879_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.3727736175060272	Time: 1.90s
+ahiq of 0880_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.43416935205459595	Time: 1.81s
+ahiq of 0881_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4025534689426422	Time: 1.81s
+ahiq of 0882_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4742494225502014	Time: 1.83s
+ahiq of 0883_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.3114766776561737	Time: 1.85s
+ahiq of 0884_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.28685203194618225	Time: 1.83s
+ahiq of 0885_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.348567396402359	Time: 1.84s
+ahiq of 0886_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.3940660059452057	Time: 1.81s
+ahiq of 0887_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.34458693861961365	Time: 1.82s
+ahiq of 0888_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.3843444287776947	Time: 1.83s
+ahiq of 0889_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.3599577844142914	Time: 1.84s
+ahiq of 0890_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4189069867134094	Time: 1.81s
+ahiq of 0891_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.35492709279060364	Time: 1.88s
+ahiq of 0892_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.38544484972953796	Time: 1.81s
+ahiq of 0893_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.31676292419433594	Time: 1.81s
+ahiq of 0894_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.38953858613967896	Time: 1.83s
+ahiq of 0895_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.30519458651542664	Time: 1.83s
+ahiq of 0896_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.5382601022720337	Time: 1.81s
+ahiq of 0897_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.287006676197052	Time: 1.84s
+ahiq of 0898_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.3874116539955139	Time: 1.85s
+ahiq of 0899_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.3471859395503998	Time: 1.85s
+ahiq of 0900_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.2994012236595154	Time: 1.87s
+Average ahiq score of 4xDF2K_plksr_tiny_fp16_full_500k_DIV2K/val_1/ with 100 images is: 0.36049834460020064
+Done! Results are in ahiq_DIV2K.txt.
diff --git a/curated/visualization/DIV2K/log_ahiq_curated_DIV2K.txt b/curated/visualization/DIV2K/log_ahiq_curated_DIV2K.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3a6d91900cbe531522185df522767fb90ae87507
--- /dev/null
+++ b/curated/visualization/DIV2K/log_ahiq_curated_DIV2K.txt
@@ -0,0 +1,102 @@
+ahiq of 0801_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.3742319941520691	Time: 2.09s
+ahiq of 0802_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.32244551181793213	Time: 1.80s
+ahiq of 0803_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.47271814942359924	Time: 1.86s
+ahiq of 0804_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.33009180426597595	Time: 1.80s
+ahiq of 0805_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.36909130215644836	Time: 1.82s
+ahiq of 0806_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.3451597988605499	Time: 1.81s
+ahiq of 0807_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.24666400253772736	Time: 1.78s
+ahiq of 0808_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.32226133346557617	Time: 1.80s
+ahiq of 0809_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.39799654483795166	Time: 1.82s
+ahiq of 0810_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.3824554979801178	Time: 1.84s
+ahiq of 0811_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.2871776521205902	Time: 1.81s
+ahiq of 0812_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.33453869819641113	Time: 1.84s
+ahiq of 0813_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.3908204734325409	Time: 1.82s
+ahiq of 0814_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.43255454301834106	Time: 1.80s
+ahiq of 0815_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4054778218269348	Time: 1.81s
+ahiq of 0816_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.3610188663005829	Time: 1.82s
+ahiq of 0817_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.3625847101211548	Time: 1.83s
+ahiq of 0818_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.39038246870040894	Time: 1.86s
+ahiq of 0819_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.3707844316959381	Time: 1.83s
+ahiq of 0820_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.33225736021995544	Time: 1.83s
+ahiq of 0821_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.3217906951904297	Time: 1.83s
+ahiq of 0822_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.33045458793640137	Time: 1.85s
+ahiq of 0823_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.3317298889160156	Time: 1.81s
+ahiq of 0824_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.3535133898258209	Time: 1.82s
+ahiq of 0825_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.3433564603328705	Time: 1.83s
+ahiq of 0826_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.3953021466732025	Time: 1.84s
+ahiq of 0827_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.31400132179260254	Time: 1.85s
+ahiq of 0828_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.33984753489494324	Time: 1.81s
+ahiq of 0829_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.32188764214515686	Time: 1.80s
+ahiq of 0830_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.3441435396671295	Time: 1.76s
+ahiq of 0831_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.33221206068992615	Time: 1.83s
+ahiq of 0832_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.3324677348136902	Time: 1.83s
+ahiq of 0833_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.38203808665275574	Time: 1.83s
+ahiq of 0834_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.41310349106788635	Time: 1.81s
+ahiq of 0835_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.3006971776485443	Time: 1.84s
+ahiq of 0836_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.40386763215065	Time: 1.85s
+ahiq of 0837_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.3218154013156891	Time: 1.83s
+ahiq of 0838_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.3924314081668854	Time: 1.80s
+ahiq of 0839_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4209495484828949	Time: 1.79s
+ahiq of 0840_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.3296944797039032	Time: 1.82s
+ahiq of 0841_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.3435993492603302	Time: 1.82s
+ahiq of 0842_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.450283020734787	Time: 1.81s
+ahiq of 0843_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4820476472377777	Time: 1.77s
+ahiq of 0844_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.5066776871681213	Time: 1.82s
+ahiq of 0845_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.41529154777526855	Time: 1.81s
+ahiq of 0846_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.3888561725616455	Time: 1.82s
+ahiq of 0847_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.3618970513343811	Time: 1.83s
+ahiq of 0848_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.3466908633708954	Time: 1.83s
+ahiq of 0849_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.27492135763168335	Time: 1.82s
+ahiq of 0850_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.32240861654281616	Time: 1.82s
+ahiq of 0851_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.31602680683135986	Time: 1.81s
+ahiq of 0852_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.322816401720047	Time: 1.77s
+ahiq of 0853_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4271828234195709	Time: 1.82s
+ahiq of 0854_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.3871908485889435	Time: 1.78s
+ahiq of 0855_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.3663434386253357	Time: 1.87s
+ahiq of 0856_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.3038289248943329	Time: 1.82s
+ahiq of 0857_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.3493315279483795	Time: 1.82s
+ahiq of 0858_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.2921067178249359	Time: 1.82s
+ahiq of 0859_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.31642863154411316	Time: 1.82s
+ahiq of 0860_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.3071649372577667	Time: 1.85s
+ahiq of 0861_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.3084816634654999	Time: 1.83s
+ahiq of 0862_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4146108329296112	Time: 1.80s
+ahiq of 0863_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.45202842354774475	Time: 1.83s
+ahiq of 0864_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.2765701711177826	Time: 1.83s
+ahiq of 0865_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.31932011246681213	Time: 1.85s
+ahiq of 0866_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.3967771828174591	Time: 1.83s
+ahiq of 0867_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.3200763463973999	Time: 1.84s
+ahiq of 0868_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.5161170959472656	Time: 1.78s
+ahiq of 0869_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4007037281990051	Time: 1.82s
+ahiq of 0870_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.3609050214290619	Time: 1.87s
+ahiq of 0871_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.37788963317871094	Time: 1.84s
+ahiq of 0872_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.3184688687324524	Time: 1.82s
+ahiq of 0873_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.32015570998191833	Time: 1.84s
+ahiq of 0874_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.3971998691558838	Time: 1.84s
+ahiq of 0875_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.27358919382095337	Time: 1.87s
+ahiq of 0876_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.27792125940322876	Time: 1.83s
+ahiq of 0877_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.3672001361846924	Time: 1.79s
+ahiq of 0878_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.3616834580898285	Time: 1.88s
+ahiq of 0879_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.3728821277618408	Time: 1.89s
+ahiq of 0880_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.43607550859451294	Time: 1.81s
+ahiq of 0881_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4016352593898773	Time: 1.81s
+ahiq of 0882_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4718068242073059	Time: 1.83s
+ahiq of 0883_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.31110772490501404	Time: 1.85s
+ahiq of 0884_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.2899700403213501	Time: 1.83s
+ahiq of 0885_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.34997430443763733	Time: 1.83s
+ahiq of 0886_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.3929766118526459	Time: 1.81s
+ahiq of 0887_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.34540581703186035	Time: 1.82s
+ahiq of 0888_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.3855234682559967	Time: 1.83s
+ahiq of 0889_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.36242949962615967	Time: 1.84s
+ahiq of 0890_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4221080243587494	Time: 1.81s
+ahiq of 0891_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.3559572696685791	Time: 1.88s
+ahiq of 0892_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.38360345363616943	Time: 1.81s
+ahiq of 0893_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.3175223767757416	Time: 1.81s
+ahiq of 0894_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.3883761167526245	Time: 1.83s
+ahiq of 0895_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.30830827355384827	Time: 1.81s
+ahiq of 0896_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.5387927293777466	Time: 1.81s
+ahiq of 0897_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.29189419746398926	Time: 1.82s
+ahiq of 0898_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.3871379792690277	Time: 1.82s
+ahiq of 0899_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.3466152548789978	Time: 1.83s
+ahiq of 0900_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.3016606271266937	Time: 1.81s
+Average ahiq score of 4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K/val_1/ with 100 images is: 0.36158573761582374
+Done! Results are in ahiq_curated_DIV2K.txt.
diff --git a/curated/visualization/DIV2K/log_dists_DIV2K.txt b/curated/visualization/DIV2K/log_dists_DIV2K.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b7c061db64ca1ab75c1cb661229784577e139374
--- /dev/null
+++ b/curated/visualization/DIV2K/log_dists_DIV2K.txt
@@ -0,0 +1,103 @@
+Loading pretrained model DISTS from /home/phips/.cache/pyiqa/DISTS_weights-f5e65c96.pth
+dists of 0801_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.14466971158981323	Time: 0.82s
+dists of 0802_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.1461501121520996	Time: 0.64s
+dists of 0803_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.14277398586273193	Time: 0.74s
+dists of 0804_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.15234076976776123	Time: 0.59s
+dists of 0805_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.23825812339782715	Time: 0.71s
+dists of 0806_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.1927194595336914	Time: 0.65s
+dists of 0807_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.2355385422706604	Time: 0.53s
+dists of 0808_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.2145094871520996	Time: 0.64s
+dists of 0809_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.13589203357696533	Time: 0.67s
+dists of 0810_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.18807214498519897	Time: 0.73s
+dists of 0811_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.1887034773826599	Time: 0.65s
+dists of 0812_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.19868773221969604	Time: 0.72s
+dists of 0813_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.10963594913482666	Time: 0.64s
+dists of 0814_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.21672481298446655	Time: 0.59s
+dists of 0815_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.14251333475112915	Time: 0.60s
+dists of 0816_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.1995704174041748	Time: 0.61s
+dists of 0817_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.13234370946884155	Time: 0.68s
+dists of 0818_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.14672517776489258	Time: 0.70s
+dists of 0819_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.14813536405563354	Time: 0.62s
+dists of 0820_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.17415624856948853	Time: 0.63s
+dists of 0821_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.15575432777404785	Time: 0.62s
+dists of 0822_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.14473557472229004	Time: 0.73s
+dists of 0823_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.23125618696212769	Time: 0.57s
+dists of 0824_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.17921441793441772	Time: 0.60s
+dists of 0825_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.1879512071609497	Time: 0.62s
+dists of 0826_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.20216399431228638	Time: 0.67s
+dists of 0827_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.19572412967681885	Time: 0.68s
+dists of 0828_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.19346702098846436	Time: 0.59s
+dists of 0829_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.2034732699394226	Time: 0.58s
+dists of 0830_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.2628377676010132	Time: 0.36s
+dists of 0831_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.14373570680618286	Time: 0.61s
+dists of 0832_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.11625665426254272	Time: 0.61s
+dists of 0833_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.14059162139892578	Time: 0.67s
+dists of 0834_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.18277209997177124	Time: 0.59s
+dists of 0835_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.23087435960769653	Time: 0.81s
+dists of 0836_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.19147205352783203	Time: 0.67s
+dists of 0837_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.1883704662322998	Time: 0.61s
+dists of 0838_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.19482427835464478	Time: 0.58s
+dists of 0839_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.2237367033958435	Time: 0.57s
+dists of 0840_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.19278115034103394	Time: 0.60s
+dists of 0841_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.18500292301177979	Time: 0.60s
+dists of 0842_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.14653146266937256	Time: 0.59s
+dists of 0843_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.16629981994628906	Time: 0.55s
+dists of 0844_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.10782206058502197	Time: 0.60s
+dists of 0845_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.21041631698608398	Time: 0.59s
+dists of 0846_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.2253836989402771	Time: 0.60s
+dists of 0847_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.1384459137916565	Time: 0.60s
+dists of 0848_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.14006853103637695	Time: 0.66s
+dists of 0849_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.25001275539398193	Time: 0.60s
+dists of 0850_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.18558454513549805	Time: 0.60s
+dists of 0851_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.19061166048049927	Time: 0.58s
+dists of 0852_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.22434371709823608	Time: 0.48s
+dists of 0853_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.10623681545257568	Time: 0.59s
+dists of 0854_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.21815431118011475	Time: 0.46s
+dists of 0855_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.1946902871131897	Time: 0.87s
+dists of 0856_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.21776258945465088	Time: 0.59s
+dists of 0857_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.23438537120819092	Time: 0.61s
+dists of 0858_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.18307626247406006	Time: 0.59s
+dists of 0859_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.21988266706466675	Time: 0.60s
+dists of 0860_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.17790156602859497	Time: 0.68s
+dists of 0861_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.22551792860031128	Time: 0.61s
+dists of 0862_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.22281134128570557	Time: 0.57s
+dists of 0863_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.1908789873123169	Time: 0.65s
+dists of 0864_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.2285897135734558	Time: 0.60s
+dists of 0865_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.24444156885147095	Time: 0.67s
+dists of 0866_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.15929752588272095	Time: 0.60s
+dists of 0867_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.18049776554107666	Time: 0.61s
+dists of 0868_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.16100990772247314	Time: 0.55s
+dists of 0869_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.17550945281982422	Time: 0.59s
+dists of 0870_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.14686435461044312	Time: 0.72s
+dists of 0871_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.13199055194854736	Time: 0.61s
+dists of 0872_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.15193939208984375	Time: 0.59s
+dists of 0873_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.25451529026031494	Time: 0.60s
+dists of 0874_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.19801998138427734	Time: 0.61s
+dists of 0875_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.23120403289794922	Time: 0.70s
+dists of 0876_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.24340945482254028	Time: 0.60s
+dists of 0877_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.1419234275817871	Time: 0.49s
+dists of 0878_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.16110622882843018	Time: 0.77s
+dists of 0879_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.21279066801071167	Time: 0.82s
+dists of 0880_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.17719048261642456	Time: 0.58s
+dists of 0881_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.23639148473739624	Time: 0.56s
+dists of 0882_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.1489478349685669	Time: 0.60s
+dists of 0883_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.1606656312942505	Time: 0.64s
+dists of 0884_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.21174800395965576	Time: 0.61s
+dists of 0885_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.2274322509765625	Time: 0.61s
+dists of 0886_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.1611003279685974	Time: 0.59s
+dists of 0887_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.24702906608581543	Time: 0.60s
+dists of 0888_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.11213868856430054	Time: 0.61s
+dists of 0889_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.11084824800491333	Time: 0.66s
+dists of 0890_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.2417757511138916	Time: 0.61s
+dists of 0891_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.16550230979919434	Time: 0.80s
+dists of 0892_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.18796855211257935	Time: 0.56s
+dists of 0893_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.17198079824447632	Time: 0.59s
+dists of 0894_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.1694008708000183	Time: 0.61s
+dists of 0895_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.25709158182144165	Time: 0.56s
+dists of 0896_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.14060789346694946	Time: 0.59s
+dists of 0897_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.2851705551147461	Time: 0.59s
+dists of 0898_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.15594172477722168	Time: 0.59s
+dists of 0899_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.16317647695541382	Time: 0.60s
+dists of 0900_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.150954008102417	Time: 0.52s
+Average dists score of 4xDF2K_plksr_tiny_fp16_full_500k_DIV2K/val_1/ with 100 images is: 0.1847810697555542
+Done! Results are in dists_DIV2K.txt.
diff --git a/curated/visualization/DIV2K/log_dists_curated_DIV2K.txt b/curated/visualization/DIV2K/log_dists_curated_DIV2K.txt
new file mode 100644
index 0000000000000000000000000000000000000000..aa3f9876bafad60056766e3c2edd5f086d63937f
--- /dev/null
+++ b/curated/visualization/DIV2K/log_dists_curated_DIV2K.txt
@@ -0,0 +1,103 @@
+Loading pretrained model DISTS from /home/phips/.cache/pyiqa/DISTS_weights-f5e65c96.pth
+dists of 0801_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.14060819149017334	Time: 0.80s
+dists of 0802_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.14329642057418823	Time: 0.59s
+dists of 0803_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.1415860652923584	Time: 0.71s
+dists of 0804_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.1502852439880371	Time: 0.54s
+dists of 0805_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.23403400182724	Time: 0.67s
+dists of 0806_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.18983477354049683	Time: 0.60s
+dists of 0807_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.236045241355896	Time: 0.50s
+dists of 0808_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.2129685878753662	Time: 0.59s
+dists of 0809_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.13271892070770264	Time: 0.61s
+dists of 0810_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.19029420614242554	Time: 0.69s
+dists of 0811_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.18702614307403564	Time: 0.60s
+dists of 0812_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.19538867473602295	Time: 0.69s
+dists of 0813_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.10821551084518433	Time: 0.65s
+dists of 0814_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.21468323469161987	Time: 0.59s
+dists of 0815_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.1389588713645935	Time: 0.60s
+dists of 0816_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.1981373429298401	Time: 0.60s
+dists of 0817_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.1300187110900879	Time: 0.69s
+dists of 0818_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.14491504430770874	Time: 0.70s
+dists of 0819_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.1459197998046875	Time: 0.63s
+dists of 0820_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.17159831523895264	Time: 0.63s
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+dists of 0822_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.1435113549232483	Time: 0.72s
+dists of 0823_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.23070937395095825	Time: 0.57s
+dists of 0824_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.17884159088134766	Time: 0.60s
+dists of 0825_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.18384307622909546	Time: 0.62s
+dists of 0826_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.20066893100738525	Time: 0.68s
+dists of 0827_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.1928117275238037	Time: 0.69s
+dists of 0828_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.18857967853546143	Time: 0.60s
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+dists of 0830_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.25837641954421997	Time: 0.36s
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+dists of 0832_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.11238151788711548	Time: 0.62s
+dists of 0833_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.13867813348770142	Time: 0.68s
+dists of 0834_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.18253159523010254	Time: 0.59s
+dists of 0835_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.22643864154815674	Time: 0.83s
+dists of 0836_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.19037050008773804	Time: 0.68s
+dists of 0837_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.18788903951644897	Time: 0.61s
+dists of 0838_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.19342881441116333	Time: 0.58s
+dists of 0839_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.22163832187652588	Time: 0.57s
+dists of 0840_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.18859654664993286	Time: 0.60s
+dists of 0841_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.18188118934631348	Time: 0.61s
+dists of 0842_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.14414584636688232	Time: 0.59s
+dists of 0843_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.16306310892105103	Time: 0.56s
+dists of 0844_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.10694032907485962	Time: 0.60s
+dists of 0845_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.20895057916641235	Time: 0.59s
+dists of 0846_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.22238504886627197	Time: 0.61s
+dists of 0847_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.13664519786834717	Time: 0.61s
+dists of 0848_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.13955265283584595	Time: 0.67s
+dists of 0849_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.2515560984611511	Time: 0.60s
+dists of 0850_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.18389350175857544	Time: 0.60s
+dists of 0851_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.1892867088317871	Time: 0.58s
+dists of 0852_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.22191083431243896	Time: 0.49s
+dists of 0853_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.10451066493988037	Time: 0.60s
+dists of 0854_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.2167784571647644	Time: 0.47s
+dists of 0855_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.1937670111656189	Time: 0.89s
+dists of 0856_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.21661800146102905	Time: 0.60s
+dists of 0857_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.23307585716247559	Time: 0.61s
+dists of 0858_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.18187636137008667	Time: 0.60s
+dists of 0859_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.21692967414855957	Time: 0.61s
+dists of 0860_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.17685693502426147	Time: 0.69s
+dists of 0861_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.22369718551635742	Time: 0.61s
+dists of 0862_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.22214579582214355	Time: 0.58s
+dists of 0863_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.19056552648544312	Time: 0.66s
+dists of 0864_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.2251589298248291	Time: 0.61s
+dists of 0865_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.24216747283935547	Time: 0.68s
+dists of 0866_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.15505892038345337	Time: 0.61s
+dists of 0867_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.17828035354614258	Time: 0.62s
+dists of 0868_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.15947186946868896	Time: 0.56s
+dists of 0869_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.17597216367721558	Time: 0.60s
+dists of 0870_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.14508992433547974	Time: 0.72s
+dists of 0871_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.12988388538360596	Time: 0.61s
+dists of 0872_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.1503528356552124	Time: 0.60s
+dists of 0873_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.2530127763748169	Time: 0.61s
+dists of 0874_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.19395709037780762	Time: 0.61s
+dists of 0875_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.23312121629714966	Time: 0.70s
+dists of 0876_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.238214373588562	Time: 0.60s
+dists of 0877_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.1384429931640625	Time: 0.50s
+dists of 0878_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.15867912769317627	Time: 0.79s
+dists of 0879_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.21205806732177734	Time: 0.84s
+dists of 0880_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.1760231852531433	Time: 0.59s
+dists of 0881_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.23337465524673462	Time: 0.56s
+dists of 0882_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.14462816715240479	Time: 0.61s
+dists of 0883_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.15488100051879883	Time: 0.64s
+dists of 0884_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.20889747142791748	Time: 0.61s
+dists of 0885_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.22362768650054932	Time: 0.62s
+dists of 0886_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.15868866443634033	Time: 0.59s
+dists of 0887_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.24576812982559204	Time: 0.60s
+dists of 0888_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.11011731624603271	Time: 0.61s
+dists of 0889_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.10858500003814697	Time: 0.62s
+dists of 0890_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.24061542749404907	Time: 0.59s
+dists of 0891_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.16373634338378906	Time: 0.77s
+dists of 0892_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.18727517127990723	Time: 0.56s
+dists of 0893_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.1701478362083435	Time: 0.59s
+dists of 0894_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.1668161153793335	Time: 0.61s
+dists of 0895_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.2524343729019165	Time: 0.57s
+dists of 0896_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.13948309421539307	Time: 0.59s
+dists of 0897_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.28491830825805664	Time: 0.60s
+dists of 0898_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.1541854739189148	Time: 0.60s
+dists of 0899_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.1614418625831604	Time: 0.61s
+dists of 0900_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.14985835552215576	Time: 0.53s
+Average dists score of 4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K/val_1/ with 100 images is: 0.18276221215724944
+Done! Results are in dists_curated_DIV2K.txt.
diff --git a/curated/visualization/DIV2K/log_psnr_DIV2K.txt b/curated/visualization/DIV2K/log_psnr_DIV2K.txt
new file mode 100644
index 0000000000000000000000000000000000000000..71d8cc4165141821cfda46f74a0fbfb46e84ff5f
--- /dev/null
+++ b/curated/visualization/DIV2K/log_psnr_DIV2K.txt
@@ -0,0 +1,102 @@
+psnr of 0801_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 28.089736938476562	Time: 0.27s
+psnr of 0802_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 33.68537521362305	Time: 0.13s
+psnr of 0803_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 35.15453338623047	Time: 0.19s
+psnr of 0804_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 25.92960548400879	Time: 0.15s
+psnr of 0805_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 27.756879806518555	Time: 0.15s
+psnr of 0806_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 26.815185546875	Time: 0.13s
+psnr of 0807_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 19.506900787353516	Time: 0.12s
+psnr of 0808_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 25.8035945892334	Time: 0.12s
+psnr of 0809_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 30.892667770385742	Time: 0.15s
+psnr of 0810_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 26.04692268371582	Time: 0.17s
+psnr of 0811_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 28.24485969543457	Time: 0.16s
+psnr of 0812_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 26.23294448852539	Time: 0.18s
+psnr of 0813_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 29.577884674072266	Time: 0.16s
+psnr of 0814_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 26.92724609375	Time: 0.12s
+psnr of 0815_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 32.437103271484375	Time: 0.16s
+psnr of 0816_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 30.26010513305664	Time: 0.15s
+psnr of 0817_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 30.614871978759766	Time: 0.18s
+psnr of 0818_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 27.188011169433594	Time: 0.19s
+psnr of 0819_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 26.807287216186523	Time: 0.16s
+psnr of 0820_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 22.3953800201416	Time: 0.17s
+psnr of 0821_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 26.985977172851562	Time: 0.18s
+psnr of 0822_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 28.752525329589844	Time: 0.20s
+psnr of 0823_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 24.789031982421875	Time: 0.15s
+psnr of 0824_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 26.047378540039062	Time: 0.15s
+psnr of 0825_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 25.438270568847656	Time: 0.19s
+psnr of 0826_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 23.26692771911621	Time: 0.19s
+psnr of 0827_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 31.069259643554688	Time: 0.20s
+psnr of 0828_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 17.185869216918945	Time: 0.18s
+psnr of 0829_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 26.138153076171875	Time: 0.16s
+psnr of 0830_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 23.758209228515625	Time: 0.09s
+psnr of 0831_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 27.67340087890625	Time: 0.17s
+psnr of 0832_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 28.350616455078125	Time: 0.17s
+psnr of 0833_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 31.240249633789062	Time: 0.17s
+psnr of 0834_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 24.643413543701172	Time: 0.16s
+psnr of 0835_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 22.312108993530273	Time: 0.19s
+psnr of 0836_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 23.801164627075195	Time: 0.21s
+psnr of 0837_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 24.375226974487305	Time: 0.17s
+psnr of 0838_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 37.06247329711914	Time: 0.14s
+psnr of 0839_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 28.345125198364258	Time: 0.12s
+psnr of 0840_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 27.349811553955078	Time: 0.17s
+psnr of 0841_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 26.69278335571289	Time: 0.15s
+psnr of 0842_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 28.722278594970703	Time: 0.15s
+psnr of 0843_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 37.994163513183594	Time: 0.11s
+psnr of 0844_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 39.58319854736328	Time: 0.15s
+psnr of 0845_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 22.081565856933594	Time: 0.15s
+psnr of 0846_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 22.686433792114258	Time: 0.16s
+psnr of 0847_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 25.752763748168945	Time: 0.19s
+psnr of 0848_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 25.59900665283203	Time: 0.18s
+psnr of 0849_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 20.114845275878906	Time: 0.17s
+psnr of 0850_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 27.296964645385742	Time: 0.15s
+psnr of 0851_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 27.124717712402344	Time: 0.15s
+psnr of 0852_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 29.12889289855957	Time: 0.11s
+psnr of 0853_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 31.74609375	Time: 0.16s
+psnr of 0854_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 23.734872817993164	Time: 0.12s
+psnr of 0855_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 28.3247013092041	Time: 0.22s
+psnr of 0856_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 23.442136764526367	Time: 0.17s
+psnr of 0857_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 34.32134246826172	Time: 0.16s
+psnr of 0858_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 27.37335968017578	Time: 0.14s
+psnr of 0859_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 24.38840675354004	Time: 0.15s
+psnr of 0860_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 19.86103057861328	Time: 0.20s
+psnr of 0861_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 21.53489875793457	Time: 0.16s
+psnr of 0862_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 32.63019943237305	Time: 0.13s
+psnr of 0863_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 32.40476608276367	Time: 0.17s
+psnr of 0864_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 29.011964797973633	Time: 0.15s
+psnr of 0865_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 26.568185806274414	Time: 0.17s
+psnr of 0866_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 24.44839096069336	Time: 0.15s
+psnr of 0867_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 26.810705184936523	Time: 0.16s
+psnr of 0868_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 30.33521842956543	Time: 0.10s
+psnr of 0869_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 22.94959831237793	Time: 0.15s
+psnr of 0870_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 27.429771423339844	Time: 0.19s
+psnr of 0871_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 30.206087112426758	Time: 0.15s
+psnr of 0872_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 22.864465713500977	Time: 0.15s
+psnr of 0873_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 22.96868324279785	Time: 0.19s
+psnr of 0874_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 28.660200119018555	Time: 0.15s
+psnr of 0875_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 22.935640335083008	Time: 0.19s
+psnr of 0876_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 21.541902542114258	Time: 0.17s
+psnr of 0877_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 36.755332946777344	Time: 0.11s
+psnr of 0878_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 29.780771255493164	Time: 0.20s
+psnr of 0879_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 25.877973556518555	Time: 0.22s
+psnr of 0880_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 30.951305389404297	Time: 0.13s
+psnr of 0881_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 25.190460205078125	Time: 0.13s
+psnr of 0882_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 32.24504089355469	Time: 0.14s
+psnr of 0883_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 25.30704689025879	Time: 0.18s
+psnr of 0884_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 24.564510345458984	Time: 0.16s
+psnr of 0885_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 22.09798812866211	Time: 0.18s
+psnr of 0886_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 34.356834411621094	Time: 0.13s
+psnr of 0887_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 24.177509307861328	Time: 0.15s
+psnr of 0888_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 28.450496673583984	Time: 0.16s
+psnr of 0889_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 28.239639282226562	Time: 0.16s
+psnr of 0890_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 24.76015853881836	Time: 0.15s
+psnr of 0891_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 24.58683204650879	Time: 0.23s
+psnr of 0892_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 26.488534927368164	Time: 0.15s
+psnr of 0893_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 31.672794342041016	Time: 0.14s
+psnr of 0894_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 29.951936721801758	Time: 0.15s
+psnr of 0895_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 19.82566261291504	Time: 0.16s
+psnr of 0896_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 35.14917755126953	Time: 0.13s
+psnr of 0897_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 21.095420837402344	Time: 0.17s
+psnr of 0898_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 32.437889099121094	Time: 0.14s
+psnr of 0899_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 27.31461524963379	Time: 0.16s
+psnr of 0900_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 25.016128540039062	Time: 0.14s
+Average psnr score of 4xDF2K_plksr_tiny_fp16_full_500k_DIV2K/val_1/ with 100 images is: 27.24516586303711
+Done! Results are in psnr_DIV2K.txt.
diff --git a/curated/visualization/DIV2K/log_psnr_curated_DIV2K.txt b/curated/visualization/DIV2K/log_psnr_curated_DIV2K.txt
new file mode 100644
index 0000000000000000000000000000000000000000..089a37110a4c0045b4738dd9261e7c9b82052d2b
--- /dev/null
+++ b/curated/visualization/DIV2K/log_psnr_curated_DIV2K.txt
@@ -0,0 +1,102 @@
+psnr of 0801_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 28.201940536499023	Time: 0.31s
+psnr of 0802_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 33.702606201171875	Time: 0.17s
+psnr of 0803_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 35.23127746582031	Time: 0.21s
+psnr of 0804_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 26.037254333496094	Time: 0.14s
+psnr of 0805_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 27.782299041748047	Time: 0.17s
+psnr of 0806_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 26.85758399963379	Time: 0.16s
+psnr of 0807_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 19.482162475585938	Time: 0.11s
+psnr of 0808_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 25.831756591796875	Time: 0.15s
+psnr of 0809_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 30.960119247436523	Time: 0.18s
+psnr of 0810_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 26.064037322998047	Time: 0.21s
+psnr of 0811_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 28.233840942382812	Time: 0.16s
+psnr of 0812_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 26.233766555786133	Time: 0.18s
+psnr of 0813_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 29.630128860473633	Time: 0.16s
+psnr of 0814_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 26.996578216552734	Time: 0.14s
+psnr of 0815_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 32.51939392089844	Time: 0.15s
+psnr of 0816_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 30.261611938476562	Time: 0.15s
+psnr of 0817_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 30.645654678344727	Time: 0.18s
+psnr of 0818_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 27.220361709594727	Time: 0.19s
+psnr of 0819_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 26.888561248779297	Time: 0.19s
+psnr of 0820_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 22.409679412841797	Time: 0.18s
+psnr of 0821_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 27.164012908935547	Time: 0.18s
+psnr of 0822_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 28.791418075561523	Time: 0.20s
+psnr of 0823_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 24.8282413482666	Time: 0.13s
+psnr of 0824_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 26.061460494995117	Time: 0.15s
+psnr of 0825_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 25.499530792236328	Time: 0.19s
+psnr of 0826_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 23.27669334411621	Time: 0.20s
+psnr of 0827_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 31.114891052246094	Time: 0.18s
+psnr of 0828_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 16.89143943786621	Time: 0.15s
+psnr of 0829_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 26.140419006347656	Time: 0.15s
+psnr of 0830_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 23.71974754333496	Time: 0.08s
+psnr of 0831_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 27.74085807800293	Time: 0.18s
+psnr of 0832_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 28.469877243041992	Time: 0.17s
+psnr of 0833_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 31.150739669799805	Time: 0.17s
+psnr of 0834_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 24.681507110595703	Time: 0.15s
+psnr of 0835_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 22.331878662109375	Time: 0.19s
+psnr of 0836_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 23.84250831604004	Time: 0.19s
+psnr of 0837_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 24.416234970092773	Time: 0.17s
+psnr of 0838_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 37.04806137084961	Time: 0.15s
+psnr of 0839_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 28.359149932861328	Time: 0.14s
+psnr of 0840_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 27.408653259277344	Time: 0.16s
+psnr of 0841_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 26.74972152709961	Time: 0.17s
+psnr of 0842_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 28.78300666809082	Time: 0.15s
+psnr of 0843_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 38.04515838623047	Time: 0.11s
+psnr of 0844_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 39.62236785888672	Time: 0.16s
+psnr of 0845_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 22.055444717407227	Time: 0.16s
+psnr of 0846_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 22.68832015991211	Time: 0.17s
+psnr of 0847_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 25.796142578125	Time: 0.18s
+psnr of 0848_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 25.617029190063477	Time: 0.17s
+psnr of 0849_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 20.183910369873047	Time: 0.16s
+psnr of 0850_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 27.32293701171875	Time: 0.16s
+psnr of 0851_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 27.169761657714844	Time: 0.14s
+psnr of 0852_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 29.16731071472168	Time: 0.10s
+psnr of 0853_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 31.754655838012695	Time: 0.16s
+psnr of 0854_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 23.774824142456055	Time: 0.11s
+psnr of 0855_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 28.39080810546875	Time: 0.22s
+psnr of 0856_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 23.49585723876953	Time: 0.18s
+psnr of 0857_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 34.320098876953125	Time: 0.14s
+psnr of 0858_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 27.40484619140625	Time: 0.16s
+psnr of 0859_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 24.410154342651367	Time: 0.16s
+psnr of 0860_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 19.894702911376953	Time: 0.19s
+psnr of 0861_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 21.57085609436035	Time: 0.17s
+psnr of 0862_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 32.628868103027344	Time: 0.15s
+psnr of 0863_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 32.41468048095703	Time: 0.17s
+psnr of 0864_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 29.03705406188965	Time: 0.17s
+psnr of 0865_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 26.591609954833984	Time: 0.18s
+psnr of 0866_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 24.48752212524414	Time: 0.17s
+psnr of 0867_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 26.848678588867188	Time: 0.17s
+psnr of 0868_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 30.383424758911133	Time: 0.11s
+psnr of 0869_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 22.96659278869629	Time: 0.16s
+psnr of 0870_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 27.4984130859375	Time: 0.21s
+psnr of 0871_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 30.261356353759766	Time: 0.17s
+psnr of 0872_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 22.87420082092285	Time: 0.16s
+psnr of 0873_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 23.01276206970215	Time: 0.18s
+psnr of 0874_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 28.690399169921875	Time: 0.17s
+psnr of 0875_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 22.93566131591797	Time: 0.20s
+psnr of 0876_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 21.556875228881836	Time: 0.18s
+psnr of 0877_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 36.842613220214844	Time: 0.11s
+psnr of 0878_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 29.837379455566406	Time: 0.22s
+psnr of 0879_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 25.916046142578125	Time: 0.23s
+psnr of 0880_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 31.054685592651367	Time: 0.14s
+psnr of 0881_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 25.219545364379883	Time: 0.12s
+psnr of 0882_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 32.25291061401367	Time: 0.16s
+psnr of 0883_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 25.31632423400879	Time: 0.19s
+psnr of 0884_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 24.617542266845703	Time: 0.17s
+psnr of 0885_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 21.997020721435547	Time: 0.18s
+psnr of 0886_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 34.44379806518555	Time: 0.15s
+psnr of 0887_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 24.166288375854492	Time: 0.16s
+psnr of 0888_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 28.526683807373047	Time: 0.17s
+psnr of 0889_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 28.335935592651367	Time: 0.17s
+psnr of 0890_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 24.778032302856445	Time: 0.14s
+psnr of 0891_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 24.62603759765625	Time: 0.22s
+psnr of 0892_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 26.419248580932617	Time: 0.13s
+psnr of 0893_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 31.714345932006836	Time: 0.16s
+psnr of 0894_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 29.765666961669922	Time: 0.16s
+psnr of 0895_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 19.852230072021484	Time: 0.13s
+psnr of 0896_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 35.01041793823242	Time: 0.14s
+psnr of 0897_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 21.19507598876953	Time: 0.15s
+psnr of 0898_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 32.50941848754883	Time: 0.15s
+psnr of 0899_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 27.318912506103516	Time: 0.16s
+psnr of 0900_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 25.04558563232422	Time: 0.14s
+Average psnr score of 4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K/val_1/ with 100 images is: 27.27295696258545
+Done! Results are in psnr_curated_DIV2K.txt.
diff --git a/curated/visualization/DIV2K/log_ssim_DIV2K.txt b/curated/visualization/DIV2K/log_ssim_DIV2K.txt
new file mode 100644
index 0000000000000000000000000000000000000000..19036f130a09ba86e13c2b1560cbaa0fb85eaeed
--- /dev/null
+++ b/curated/visualization/DIV2K/log_ssim_DIV2K.txt
@@ -0,0 +1,102 @@
+ssim of 0801_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.7989966224611026	Time: 0.36s
+ssim of 0802_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.8810007041870341	Time: 0.17s
+ssim of 0803_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.955936812467457	Time: 0.24s
+ssim of 0804_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.7339472699914449	Time: 0.17s
+ssim of 0805_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.7314817783463567	Time: 0.19s
+ssim of 0806_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.8283889654228821	Time: 0.17s
+ssim of 0807_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4320858178049748	Time: 0.14s
+ssim of 0808_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.7743664847666072	Time: 0.16s
+ssim of 0809_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.8237886867456556	Time: 0.19s
+ssim of 0810_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.7396188165860403	Time: 0.21s
+ssim of 0811_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.7423601815189961	Time: 0.17s
+ssim of 0812_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.7550888719995815	Time: 0.21s
+ssim of 0813_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.851459433304532	Time: 0.18s
+ssim of 0814_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.8722898950742376	Time: 0.16s
+ssim of 0815_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.9066770248542081	Time: 0.17s
+ssim of 0816_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.8038475449936846	Time: 0.18s
+ssim of 0817_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.8613690866087167	Time: 0.20s
+ssim of 0818_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.864840112298657	Time: 0.23s
+ssim of 0819_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.7705725934177279	Time: 0.19s
+ssim of 0820_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.7075681371831577	Time: 0.19s
+ssim of 0821_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.8529809679263396	Time: 0.19s
+ssim of 0822_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.8170957514734507	Time: 0.22s
+ssim of 0823_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.7668487129117724	Time: 0.17s
+ssim of 0824_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.8482540735580189	Time: 0.17s
+ssim of 0825_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.7584653668925665	Time: 0.18s
+ssim of 0826_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.7004149193778023	Time: 0.21s
+ssim of 0827_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.8564662789902149	Time: 0.22s
+ssim of 0828_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.7286220560702996	Time: 0.17s
+ssim of 0829_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4997674219566563	Time: 0.16s
+ssim of 0830_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.6826622216095236	Time: 0.10s
+ssim of 0831_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.8193729073236182	Time: 0.19s
+ssim of 0832_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.840131818552301	Time: 0.19s
+ssim of 0833_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.884694174941102	Time: 0.19s
+ssim of 0834_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.734279516073534	Time: 0.17s
+ssim of 0835_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.5253306321375054	Time: 0.21s
+ssim of 0836_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.7255732365998541	Time: 0.22s
+ssim of 0837_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.7568330747058781	Time: 0.19s
+ssim of 0838_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.9013252038402088	Time: 0.16s
+ssim of 0839_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.7893102558238452	Time: 0.15s
+ssim of 0840_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.7716982155223309	Time: 0.18s
+ssim of 0841_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.8106322802008203	Time: 0.18s
+ssim of 0842_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.8244050446312506	Time: 0.16s
+ssim of 0843_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.9777555067725675	Time: 0.13s
+ssim of 0844_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.9835842867660384	Time: 0.17s
+ssim of 0845_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.6810659384262344	Time: 0.17s
+ssim of 0846_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.7166518236840851	Time: 0.18s
+ssim of 0847_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.7672758365582663	Time: 0.18s
+ssim of 0848_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.686650001759463	Time: 0.19s
+ssim of 0849_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.6494521144049236	Time: 0.18s
+ssim of 0850_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.7870990653877546	Time: 0.18s
+ssim of 0851_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.848789586413782	Time: 0.17s
+ssim of 0852_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.7728489592009459	Time: 0.13s
+ssim of 0853_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.9211064971820949	Time: 0.18s
+ssim of 0854_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.6792407627094779	Time: 0.14s
+ssim of 0855_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.7149246042013838	Time: 0.25s
+ssim of 0856_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.6516854868542585	Time: 0.17s
+ssim of 0857_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.7880637707521249	Time: 0.17s
+ssim of 0858_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.7257623998977031	Time: 0.17s
+ssim of 0859_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.6213386710455122	Time: 0.17s
+ssim of 0860_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.5418041085544238	Time: 0.22s
+ssim of 0861_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.655371808458865	Time: 0.19s
+ssim of 0862_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.8094941582169359	Time: 0.15s
+ssim of 0863_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.887646422436537	Time: 0.19s
+ssim of 0864_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.7397634258933802	Time: 0.19s
+ssim of 0865_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.7258360119889944	Time: 0.21s
+ssim of 0866_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.762153287325755	Time: 0.19s
+ssim of 0867_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.7896501240603615	Time: 0.20s
+ssim of 0868_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.9411708022802132	Time: 0.14s
+ssim of 0869_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.7482364758765759	Time: 0.18s
+ssim of 0870_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.8053041959548443	Time: 0.24s
+ssim of 0871_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.8672935858963684	Time: 0.19s
+ssim of 0872_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.6245131469880447	Time: 0.18s
+ssim of 0873_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.6668588206774942	Time: 0.18s
+ssim of 0874_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.7435863884628077	Time: 0.19s
+ssim of 0875_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.573918148644329	Time: 0.24s
+ssim of 0876_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4943670253782926	Time: 0.18s
+ssim of 0877_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.9523706508590032	Time: 0.14s
+ssim of 0878_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.8593785525353829	Time: 0.25s
+ssim of 0879_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.8244508361441828	Time: 0.26s
+ssim of 0880_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.8759111342434575	Time: 0.16s
+ssim of 0881_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.7407054640137634	Time: 0.15s
+ssim of 0882_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.9440812264911207	Time: 0.18s
+ssim of 0883_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.6964032903282836	Time: 0.21s
+ssim of 0884_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.6800245904098426	Time: 0.19s
+ssim of 0885_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.5094296623242529	Time: 0.19s
+ssim of 0886_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.9116797429932465	Time: 0.16s
+ssim of 0887_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.6960523406080089	Time: 0.17s
+ssim of 0888_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.8466602195111556	Time: 0.18s
+ssim of 0889_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.8638443769061825	Time: 0.19s
+ssim of 0890_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.6980267043208191	Time: 0.16s
+ssim of 0891_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.7435425616866692	Time: 0.23s
+ssim of 0892_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.8327143052539262	Time: 0.16s
+ssim of 0893_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.8001025560686366	Time: 0.16s
+ssim of 0894_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.8589209015703047	Time: 0.18s
+ssim of 0895_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4878623932075259	Time: 0.16s
+ssim of 0896_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.9378487439396401	Time: 0.15s
+ssim of 0897_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.6243114528472307	Time: 0.17s
+ssim of 0898_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.8975158202607273	Time: 0.16s
+ssim of 0899_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.8509932979915211	Time: 0.17s
+ssim of 0900_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.7844245897848688	Time: 0.15s
+Average ssim score of 4xDF2K_plksr_tiny_fp16_full_500k_DIV2K/val_1/ with 100 images is: 0.7699836763456253
+Done! Results are in ssim_DIV2K.txt.
diff --git a/curated/visualization/DIV2K/log_ssim_curated_DIV2K.txt b/curated/visualization/DIV2K/log_ssim_curated_DIV2K.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3764a2a0c9bf95776c3fa0b7c16b425b91a99655
--- /dev/null
+++ b/curated/visualization/DIV2K/log_ssim_curated_DIV2K.txt
@@ -0,0 +1,102 @@
+ssim of 0801_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.8031381601072275	Time: 0.38s
+ssim of 0802_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.8819927281226694	Time: 0.17s
+ssim of 0803_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.9563914282040997	Time: 0.22s
+ssim of 0804_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.7383851688258	Time: 0.17s
+ssim of 0805_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.732633130435894	Time: 0.17s
+ssim of 0806_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.829699811091259	Time: 0.16s
+ssim of 0807_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4336074651523719	Time: 0.13s
+ssim of 0808_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.7752773490256258	Time: 0.16s
+ssim of 0809_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.8258604092817737	Time: 0.18s
+ssim of 0810_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.7407771652184172	Time: 0.19s
+ssim of 0811_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.7426940315216014	Time: 0.16s
+ssim of 0812_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.7569462431158372	Time: 0.20s
+ssim of 0813_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.8525509945294959	Time: 0.17s
+ssim of 0814_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.8739104100325606	Time: 0.15s
+ssim of 0815_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.9078356371224	Time: 0.16s
+ssim of 0816_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.8040247637129526	Time: 0.17s
+ssim of 0817_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.8618875586295608	Time: 0.18s
+ssim of 0818_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.8660883909648944	Time: 0.20s
+ssim of 0819_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.7753232202024027	Time: 0.18s
+ssim of 0820_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.7078048290731036	Time: 0.18s
+ssim of 0821_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.8582986300261007	Time: 0.18s
+ssim of 0822_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.8188289381788106	Time: 0.20s
+ssim of 0823_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.7681924305793296	Time: 0.16s
+ssim of 0824_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.8487197875944053	Time: 0.16s
+ssim of 0825_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.7611868046451948	Time: 0.18s
+ssim of 0826_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.7012012271591891	Time: 0.19s
+ssim of 0827_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.8566592569720592	Time: 0.21s
+ssim of 0828_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.7154308172643508	Time: 0.17s
+ssim of 0829_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4998324755919153	Time: 0.15s
+ssim of 0830_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.6799376703551473	Time: 0.10s
+ssim of 0831_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.8218853015082692	Time: 0.18s
+ssim of 0832_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.8428172150315504	Time: 0.18s
+ssim of 0833_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.8842116045160476	Time: 0.18s
+ssim of 0834_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.7355258316893102	Time: 0.16s
+ssim of 0835_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.5273612830008954	Time: 0.20s
+ssim of 0836_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.7269057457200195	Time: 0.19s
+ssim of 0837_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.7595998689022545	Time: 0.18s
+ssim of 0838_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.9010292409710519	Time: 0.15s
+ssim of 0839_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.7902274739960355	Time: 0.13s
+ssim of 0840_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.7743514704302229	Time: 0.17s
+ssim of 0841_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.812910590100398	Time: 0.17s
+ssim of 0842_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.8258279391920583	Time: 0.15s
+ssim of 0843_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.9779536352982768	Time: 0.12s
+ssim of 0844_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.9835262187544606	Time: 0.17s
+ssim of 0845_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.6801075626570916	Time: 0.16s
+ssim of 0846_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.7169675320195892	Time: 0.16s
+ssim of 0847_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.76906924240826	Time: 0.17s
+ssim of 0848_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.6872013244854352	Time: 0.18s
+ssim of 0849_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.6541284209411691	Time: 0.17s
+ssim of 0850_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.7880925859851025	Time: 0.17s
+ssim of 0851_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.8497016833475749	Time: 0.15s
+ssim of 0852_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.7755521583864566	Time: 0.12s
+ssim of 0853_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.9211430186888078	Time: 0.17s
+ssim of 0854_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.6816459452291558	Time: 0.12s
+ssim of 0855_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.7166069648347028	Time: 0.23s
+ssim of 0856_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.6555556195302576	Time: 0.16s
+ssim of 0857_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.7878801265611143	Time: 0.15s
+ssim of 0858_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.7287939167083132	Time: 0.16s
+ssim of 0859_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.6235061511798634	Time: 0.16s
+ssim of 0860_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.5462068183600746	Time: 0.19s
+ssim of 0861_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.6584465679202193	Time: 0.17s
+ssim of 0862_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.8093595657361309	Time: 0.14s
+ssim of 0863_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.8878961619985508	Time: 0.17s
+ssim of 0864_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.7410738122411646	Time: 0.17s
+ssim of 0865_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.7268973083057325	Time: 0.18s
+ssim of 0866_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.7648268359410971	Time: 0.17s
+ssim of 0867_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.7912210010382902	Time: 0.18s
+ssim of 0868_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.941737447330191	Time: 0.12s
+ssim of 0869_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.749809935356511	Time: 0.16s
+ssim of 0870_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.8086103414345137	Time: 0.21s
+ssim of 0871_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.8688365412969692	Time: 0.17s
+ssim of 0872_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.624817914485815	Time: 0.15s
+ssim of 0873_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.6699682748986221	Time: 0.17s
+ssim of 0874_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.745160751679419	Time: 0.17s
+ssim of 0875_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.5743902753663473	Time: 0.20s
+ssim of 0876_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.497492863146809	Time: 0.16s
+ssim of 0877_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.9532215100950764	Time: 0.13s
+ssim of 0878_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.860468527812101	Time: 0.22s
+ssim of 0879_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.8259312306929264	Time: 0.23s
+ssim of 0880_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.8781264247842936	Time: 0.15s
+ssim of 0881_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.7412620237493305	Time: 0.15s
+ssim of 0882_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.9445137402616891	Time: 0.16s
+ssim of 0883_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.696828209917404	Time: 0.18s
+ssim of 0884_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.6835382757357423	Time: 0.17s
+ssim of 0885_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.50639064316852	Time: 0.17s
+ssim of 0886_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.9121786534415601	Time: 0.15s
+ssim of 0887_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.6973889714627021	Time: 0.16s
+ssim of 0888_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.8482705019829133	Time: 0.17s
+ssim of 0889_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.866439705101765	Time: 0.18s
+ssim of 0890_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.6991317165814296	Time: 0.15s
+ssim of 0891_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.7454492786510464	Time: 0.22s
+ssim of 0892_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.8315006214371217	Time: 0.15s
+ssim of 0893_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.8004290964792914	Time: 0.15s
+ssim of 0894_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.8540879643053869	Time: 0.16s
+ssim of 0895_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.49129942643075264	Time: 0.15s
+ssim of 0896_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.9379006588498264	Time: 0.14s
+ssim of 0897_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.6327881491097216	Time: 0.15s
+ssim of 0898_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.8977661334701014	Time: 0.15s
+ssim of 0899_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.8508843190414447	Time: 0.16s
+ssim of 0900_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.7864805942831005	Time: 0.15s
+Average ssim score of 4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K/val_1/ with 100 images is: 0.7712423139819191
+Done! Results are in ssim_curated_DIV2K.txt.
diff --git a/curated/visualization/DIV2K/log_topiq_fr_DIV2K.txt b/curated/visualization/DIV2K/log_topiq_fr_DIV2K.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0c4bbcddd8353c58f26cadc6606ad964366fa6ce
--- /dev/null
+++ b/curated/visualization/DIV2K/log_topiq_fr_DIV2K.txt
@@ -0,0 +1,103 @@
+Loading pretrained model CFANet from /home/phips/.cache/pyiqa/cfanet_fr_kadid_res50-2c4cc61d.pth
+topiq_fr of 0801_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.5426931381225586	Time: 0.68s
+topiq_fr of 0802_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.6323780417442322	Time: 0.42s
+topiq_fr of 0803_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.6773163080215454	Time: 0.49s
+topiq_fr of 0804_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4441322088241577	Time: 0.38s
+topiq_fr of 0805_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.5333454608917236	Time: 0.47s
+topiq_fr of 0806_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.458679735660553	Time: 0.42s
+topiq_fr of 0807_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.3847944736480713	Time: 0.35s
+topiq_fr of 0808_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4163948893547058	Time: 0.44s
+topiq_fr of 0809_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.6098939776420593	Time: 0.46s
+topiq_fr of 0810_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.5143263339996338	Time: 0.49s
+topiq_fr of 0811_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.5162368416786194	Time: 0.44s
+topiq_fr of 0812_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4519091844558716	Time: 0.50s
+topiq_fr of 0813_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.5115103721618652	Time: 0.48s
+topiq_fr of 0814_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4508703052997589	Time: 0.43s
+topiq_fr of 0815_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.6269761919975281	Time: 0.46s
+topiq_fr of 0816_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.46837347745895386	Time: 0.44s
+topiq_fr of 0817_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.5487309098243713	Time: 0.48s
+topiq_fr of 0818_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.44582146406173706	Time: 0.50s
+topiq_fr of 0819_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.463312029838562	Time: 0.46s
+topiq_fr of 0820_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.43448173999786377	Time: 0.46s
+topiq_fr of 0821_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.6748403310775757	Time: 0.45s
+topiq_fr of 0822_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.5278043746948242	Time: 0.54s
+topiq_fr of 0823_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.3798862397670746	Time: 0.43s
+topiq_fr of 0824_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.44689518213272095	Time: 0.44s
+topiq_fr of 0825_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4047739505767822	Time: 0.46s
+topiq_fr of 0826_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.40408384799957275	Time: 0.49s
+topiq_fr of 0827_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.5441363453865051	Time: 0.50s
+topiq_fr of 0828_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.5238668918609619	Time: 0.44s
+topiq_fr of 0829_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.49405616521835327	Time: 0.42s
+topiq_fr of 0830_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.3665463924407959	Time: 0.25s
+topiq_fr of 0831_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.47302860021591187	Time: 0.46s
+topiq_fr of 0832_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.5475854277610779	Time: 0.45s
+topiq_fr of 0833_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.5768964290618896	Time: 0.50s
+topiq_fr of 0834_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.42150551080703735	Time: 0.43s
+topiq_fr of 0835_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.3940974771976471	Time: 0.52s
+topiq_fr of 0836_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.43071359395980835	Time: 0.50s
+topiq_fr of 0837_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4259759187698364	Time: 0.45s
+topiq_fr of 0838_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.7292703986167908	Time: 0.43s
+topiq_fr of 0839_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4523022770881653	Time: 0.42s
+topiq_fr of 0840_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.45236748456954956	Time: 0.45s
+topiq_fr of 0841_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.46758896112442017	Time: 0.46s
+topiq_fr of 0842_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4842580556869507	Time: 0.44s
+topiq_fr of 0843_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.6054691076278687	Time: 0.41s
+topiq_fr of 0844_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.6792407035827637	Time: 0.46s
+topiq_fr of 0845_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4809325635433197	Time: 0.43s
+topiq_fr of 0846_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.46450096368789673	Time: 0.43s
+topiq_fr of 0847_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4789465069770813	Time: 0.46s
+topiq_fr of 0848_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4774729013442993	Time: 0.48s
+topiq_fr of 0849_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4012477397918701	Time: 0.45s
+topiq_fr of 0850_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4151548147201538	Time: 0.45s
+topiq_fr of 0851_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.5071234703063965	Time: 0.42s
+topiq_fr of 0852_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4803091287612915	Time: 0.35s
+topiq_fr of 0853_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.6228207945823669	Time: 0.45s
+topiq_fr of 0854_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.38169237971305847	Time: 0.33s
+topiq_fr of 0855_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.5258516073226929	Time: 0.63s
+topiq_fr of 0856_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.46242475509643555	Time: 0.42s
+topiq_fr of 0857_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.6236382126808167	Time: 0.42s
+topiq_fr of 0858_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.479303777217865	Time: 0.42s
+topiq_fr of 0859_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4269912838935852	Time: 0.42s
+topiq_fr of 0860_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.39885392785072327	Time: 0.47s
+topiq_fr of 0861_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.41436344385147095	Time: 0.43s
+topiq_fr of 0862_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.5905748009681702	Time: 0.40s
+topiq_fr of 0863_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.513070821762085	Time: 0.46s
+topiq_fr of 0864_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.47376784682273865	Time: 0.43s
+topiq_fr of 0865_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.37841928005218506	Time: 0.46s
+topiq_fr of 0866_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4969845414161682	Time: 0.43s
+topiq_fr of 0867_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4763568341732025	Time: 0.44s
+topiq_fr of 0868_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4836612343788147	Time: 0.38s
+topiq_fr of 0869_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4400746822357178	Time: 0.42s
+topiq_fr of 0870_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4941065013408661	Time: 0.51s
+topiq_fr of 0871_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.49299922585487366	Time: 0.43s
+topiq_fr of 0872_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4426725506782532	Time: 0.43s
+topiq_fr of 0873_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.38073450326919556	Time: 0.44s
+topiq_fr of 0874_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.40568438172340393	Time: 0.44s
+topiq_fr of 0875_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.38551998138427734	Time: 0.49s
+topiq_fr of 0876_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4121011197566986	Time: 0.42s
+topiq_fr of 0877_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.6902939081192017	Time: 0.34s
+topiq_fr of 0878_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.48626792430877686	Time: 0.58s
+topiq_fr of 0879_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4309768080711365	Time: 0.60s
+topiq_fr of 0880_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.5314234495162964	Time: 0.44s
+topiq_fr of 0881_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.3803066909313202	Time: 0.39s
+topiq_fr of 0882_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.5897102952003479	Time: 0.43s
+topiq_fr of 0883_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4794923961162567	Time: 0.46s
+topiq_fr of 0884_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4188869595527649	Time: 0.44s
+topiq_fr of 0885_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4343826174736023	Time: 0.46s
+topiq_fr of 0886_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.6557321548461914	Time: 0.42s
+topiq_fr of 0887_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.37806254625320435	Time: 0.44s
+topiq_fr of 0888_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.5280304551124573	Time: 0.48s
+topiq_fr of 0889_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.5733970999717712	Time: 0.46s
+topiq_fr of 0890_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.38390105962753296	Time: 0.43s
+topiq_fr of 0891_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4524451196193695	Time: 0.56s
+topiq_fr of 0892_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.5221148729324341	Time: 0.40s
+topiq_fr of 0893_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.609878659248352	Time: 0.42s
+topiq_fr of 0894_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.48307979106903076	Time: 0.43s
+topiq_fr of 0895_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.38658541440963745	Time: 0.40s
+topiq_fr of 0896_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.6366786360740662	Time: 0.42s
+topiq_fr of 0897_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.46636995673179626	Time: 0.43s
+topiq_fr of 0898_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.514475405216217	Time: 0.43s
+topiq_fr of 0899_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.5674570202827454	Time: 0.43s
+topiq_fr of 0900_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png: 0.495011568069458	Time: 0.37s
+Average topiq_fr score of 4xDF2K_plksr_tiny_fp16_full_500k_DIV2K/val_1/ with 100 images is: 0.49042684137821196
+Done! Results are in topiq_fr_DIV2K.txt.
diff --git a/curated/visualization/DIV2K/log_topiq_fr_curated_DIV2K.txt b/curated/visualization/DIV2K/log_topiq_fr_curated_DIV2K.txt
new file mode 100644
index 0000000000000000000000000000000000000000..83682fde4875bde3f044046221c83b68b77829ef
--- /dev/null
+++ b/curated/visualization/DIV2K/log_topiq_fr_curated_DIV2K.txt
@@ -0,0 +1,103 @@
+Loading pretrained model CFANet from /home/phips/.cache/pyiqa/cfanet_fr_kadid_res50-2c4cc61d.pth
+topiq_fr of 0801_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.5484135746955872	Time: 0.69s
+topiq_fr of 0802_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.6386017203330994	Time: 0.43s
+topiq_fr of 0803_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.6839635372161865	Time: 0.50s
+topiq_fr of 0804_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.44977307319641113	Time: 0.38s
+topiq_fr of 0805_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.5381775498390198	Time: 0.46s
+topiq_fr of 0806_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4636495113372803	Time: 0.43s
+topiq_fr of 0807_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.38471829891204834	Time: 0.35s
+topiq_fr of 0808_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4192036986351013	Time: 0.41s
+topiq_fr of 0809_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.615632951259613	Time: 0.44s
+topiq_fr of 0810_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.5159546136856079	Time: 0.48s
+topiq_fr of 0811_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.520382821559906	Time: 0.43s
+topiq_fr of 0812_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4549630880355835	Time: 0.48s
+topiq_fr of 0813_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.5173898339271545	Time: 0.45s
+topiq_fr of 0814_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4544164836406708	Time: 0.41s
+topiq_fr of 0815_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.6361384391784668	Time: 0.42s
+topiq_fr of 0816_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.47106313705444336	Time: 0.43s
+topiq_fr of 0817_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.5545735359191895	Time: 0.47s
+topiq_fr of 0818_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4491119980812073	Time: 0.49s
+topiq_fr of 0819_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.46890097856521606	Time: 0.45s
+topiq_fr of 0820_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4381368160247803	Time: 0.44s
+topiq_fr of 0821_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.6784902215003967	Time: 0.46s
+topiq_fr of 0822_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.5321865677833557	Time: 0.52s
+topiq_fr of 0823_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.382697731256485	Time: 0.40s
+topiq_fr of 0824_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.45114845037460327	Time: 0.43s
+topiq_fr of 0825_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.41065293550491333	Time: 0.45s
+topiq_fr of 0826_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.405378520488739	Time: 0.47s
+topiq_fr of 0827_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.5479660630226135	Time: 0.49s
+topiq_fr of 0828_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.5020708441734314	Time: 0.43s
+topiq_fr of 0829_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4951626658439636	Time: 0.42s
+topiq_fr of 0830_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.36865609884262085	Time: 0.25s
+topiq_fr of 0831_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4765816628932953	Time: 0.44s
+topiq_fr of 0832_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.555333137512207	Time: 0.45s
+topiq_fr of 0833_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.581200897693634	Time: 0.48s
+topiq_fr of 0834_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.42473697662353516	Time: 0.42s
+topiq_fr of 0835_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.3968468904495239	Time: 0.52s
+topiq_fr of 0836_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4327569007873535	Time: 0.49s
+topiq_fr of 0837_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4286402761936188	Time: 0.45s
+topiq_fr of 0838_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.7257137298583984	Time: 0.42s
+topiq_fr of 0839_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.45468592643737793	Time: 0.41s
+topiq_fr of 0840_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4559447765350342	Time: 0.44s
+topiq_fr of 0841_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.47225454449653625	Time: 0.43s
+topiq_fr of 0842_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4868171215057373	Time: 0.42s
+topiq_fr of 0843_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.6129277944564819	Time: 0.38s
+topiq_fr of 0844_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.6822039484977722	Time: 0.43s
+topiq_fr of 0845_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4781530797481537	Time: 0.42s
+topiq_fr of 0846_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4634682238101959	Time: 0.42s
+topiq_fr of 0847_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.48337140679359436	Time: 0.43s
+topiq_fr of 0848_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.48030993342399597	Time: 0.46s
+topiq_fr of 0849_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4059355854988098	Time: 0.43s
+topiq_fr of 0850_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4179029166698456	Time: 0.42s
+topiq_fr of 0851_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.5099261999130249	Time: 0.39s
+topiq_fr of 0852_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.48544588685035706	Time: 0.33s
+topiq_fr of 0853_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.621796190738678	Time: 0.42s
+topiq_fr of 0854_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.386148065328598	Time: 0.33s
+topiq_fr of 0855_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.5296948552131653	Time: 0.63s
+topiq_fr of 0856_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4695499837398529	Time: 0.42s
+topiq_fr of 0857_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.6281750798225403	Time: 0.42s
+topiq_fr of 0858_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.48519134521484375	Time: 0.42s
+topiq_fr of 0859_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.43081411719322205	Time: 0.42s
+topiq_fr of 0860_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4027481973171234	Time: 0.48s
+topiq_fr of 0861_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.41718876361846924	Time: 0.43s
+topiq_fr of 0862_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.590917706489563	Time: 0.40s
+topiq_fr of 0863_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.5141617059707642	Time: 0.46s
+topiq_fr of 0864_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.47916367650032043	Time: 0.43s
+topiq_fr of 0865_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.3817322850227356	Time: 0.47s
+topiq_fr of 0866_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.5012195706367493	Time: 0.43s
+topiq_fr of 0867_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4810559153556824	Time: 0.44s
+topiq_fr of 0868_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4868904948234558	Time: 0.38s
+topiq_fr of 0869_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.44368720054626465	Time: 0.42s
+topiq_fr of 0870_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.5004327893257141	Time: 0.52s
+topiq_fr of 0871_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4996921122074127	Time: 0.43s
+topiq_fr of 0872_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.44548550248146057	Time: 0.42s
+topiq_fr of 0873_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.38360583782196045	Time: 0.44s
+topiq_fr of 0874_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4095005989074707	Time: 0.43s
+topiq_fr of 0875_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.3853858411312103	Time: 0.49s
+topiq_fr of 0876_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4141005277633667	Time: 0.42s
+topiq_fr of 0877_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.6968681216239929	Time: 0.33s
+topiq_fr of 0878_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.49307411909103394	Time: 0.56s
+topiq_fr of 0879_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4341077208518982	Time: 0.60s
+topiq_fr of 0880_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.5369319319725037	Time: 0.41s
+topiq_fr of 0881_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.38203105330467224	Time: 0.38s
+topiq_fr of 0882_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.5953882336616516	Time: 0.43s
+topiq_fr of 0883_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4820639491081238	Time: 0.45s
+topiq_fr of 0884_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.42275476455688477	Time: 0.43s
+topiq_fr of 0885_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4362682104110718	Time: 0.44s
+topiq_fr of 0886_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.6623631715774536	Time: 0.41s
+topiq_fr of 0887_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.37968289852142334	Time: 0.42s
+topiq_fr of 0888_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.5343465805053711	Time: 0.44s
+topiq_fr of 0889_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.5834589004516602	Time: 0.44s
+topiq_fr of 0890_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.38753777742385864	Time: 0.41s
+topiq_fr of 0891_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.45766666531562805	Time: 0.54s
+topiq_fr of 0892_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.5193939805030823	Time: 0.39s
+topiq_fr of 0893_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.6148090958595276	Time: 0.41s
+topiq_fr of 0894_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4837234616279602	Time: 0.43s
+topiq_fr of 0895_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.3907056748867035	Time: 0.39s
+topiq_fr of 0896_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.6309896111488342	Time: 0.43s
+topiq_fr of 0897_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4732297360897064	Time: 0.41s
+topiq_fr of 0898_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.5229098200798035	Time: 0.41s
+topiq_fr of 0899_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.5675212740898132	Time: 0.42s
+topiq_fr of 0900_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png: 0.4966048300266266	Time: 0.36s
+Average topiq_fr score of 4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K/val_1/ with 100 images is: 0.49381503522396086
+Done! Results are in topiq_fr_curated_DIV2K.txt.
diff --git a/curated/visualization/DIV2K/psnr_DIV2K.txt b/curated/visualization/DIV2K/psnr_DIV2K.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e157d97f09adb0050fda767a6b506126e31f61e1
--- /dev/null
+++ b/curated/visualization/DIV2K/psnr_DIV2K.txt
@@ -0,0 +1,100 @@
+0801_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png,28.089736938476562
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+0803_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png,35.15453338623047
+0804_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png,25.92960548400879
+0805_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png,27.756879806518555
+0806_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png,26.815185546875
+0807_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png,19.506900787353516
+0808_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png,25.8035945892334
+0809_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png,30.892667770385742
+0810_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png,26.04692268371582
+0811_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png,28.24485969543457
+0812_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png,26.23294448852539
+0813_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png,29.577884674072266
+0814_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png,26.92724609375
+0815_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png,32.437103271484375
+0816_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png,30.26010513305664
+0817_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png,30.614871978759766
+0818_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png,27.188011169433594
+0819_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png,26.807287216186523
+0820_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png,22.3953800201416
+0821_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png,26.985977172851562
+0822_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png,28.752525329589844
+0823_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png,24.789031982421875
+0824_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png,26.047378540039062
+0825_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png,25.438270568847656
+0826_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png,23.26692771911621
+0827_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png,31.069259643554688
+0828_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png,17.185869216918945
+0829_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png,26.138153076171875
+0830_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png,23.758209228515625
+0831_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png,27.67340087890625
+0832_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png,28.350616455078125
+0833_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png,31.240249633789062
+0834_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png,24.643413543701172
+0835_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png,22.312108993530273
+0836_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png,23.801164627075195
+0837_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png,24.375226974487305
+0838_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png,37.06247329711914
+0839_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png,28.345125198364258
+0840_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png,27.349811553955078
+0841_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png,26.69278335571289
+0842_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png,28.722278594970703
+0843_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png,37.994163513183594
+0844_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png,39.58319854736328
+0845_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png,22.081565856933594
+0846_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png,22.686433792114258
+0847_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png,25.752763748168945
+0848_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png,25.59900665283203
+0849_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png,20.114845275878906
+0850_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png,27.296964645385742
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+0857_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png,34.32134246826172
+0858_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png,27.37335968017578
+0859_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png,24.38840675354004
+0860_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png,19.86103057861328
+0861_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png,21.53489875793457
+0862_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png,32.63019943237305
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+0867_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png,26.810705184936523
+0868_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png,30.33521842956543
+0869_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png,22.94959831237793
+0870_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png,27.429771423339844
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+0895_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png,19.82566261291504
+0896_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png,35.14917755126953
+0897_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png,21.095420837402344
+0898_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png,32.437889099121094
+0899_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png,27.31461524963379
+0900_4xDF2K_plksr_tiny_fp16_full_500k_DIV2K.png,25.016128540039062
diff --git a/curated/visualization/DIV2K/psnr_curated_DIV2K.txt b/curated/visualization/DIV2K/psnr_curated_DIV2K.txt
new file mode 100644
index 0000000000000000000000000000000000000000..77fc2876b75c75d574a56908573312e26e106a10
--- /dev/null
+++ b/curated/visualization/DIV2K/psnr_curated_DIV2K.txt
@@ -0,0 +1,100 @@
+0801_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png,28.201940536499023
+0802_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png,33.702606201171875
+0803_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png,35.23127746582031
+0804_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png,26.037254333496094
+0805_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png,27.782299041748047
+0806_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png,26.85758399963379
+0807_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png,19.482162475585938
+0808_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png,25.831756591796875
+0809_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png,30.960119247436523
+0810_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png,26.064037322998047
+0811_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png,28.233840942382812
+0812_4xDF2K_curated_plksr_tiny_fp16_full_500k_DIV2K.png,26.233766555786133
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diff --git a/curated/visualization/DIV2K/ssim_DIV2K.txt b/curated/visualization/DIV2K/ssim_DIV2K.txt
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index 0000000000000000000000000000000000000000..4debd7b873118fcd3858adfd2484a41954fde8ef
--- /dev/null
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diff --git a/curated/visualization/DIV2K/ssim_curated_DIV2K.txt b/curated/visualization/DIV2K/ssim_curated_DIV2K.txt
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index 0000000000000000000000000000000000000000..e63a89fd83fae3e86da44b5fa97d6193d0d014db
--- /dev/null
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diff --git a/curated/visualization/DIV2K/topiq_fr_DIV2K.txt b/curated/visualization/DIV2K/topiq_fr_DIV2K.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e978d6bc03f7f3f0590559984b60fbdba1b222bd
--- /dev/null
+++ b/curated/visualization/DIV2K/topiq_fr_DIV2K.txt
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+2024-10-10 09:11:21,570 INFO: Dataset [single] is built.
+2024-10-10 09:11:21,571 INFO: Number of test images in val_1: 250
+2024-10-10 09:11:21,771 INFO: Using network [plksr].
+2024-10-10 09:11:21,808 INFO: Loading plksr model from /home/phips/Documents/Github/neosr/experiments/4xDF2K_curated_plksr_tiny_fp16_full/models/net_g_500000.pth, with param key: [params].
+2024-10-10 09:11:21,826 INFO: Using model [image].
+2024-10-10 09:11:21,827 INFO: Testing val_1...
+2024-10-10 09:14:25,495 INFO: Inference took 183.67 seconds, at 1.36 fps.
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+2024-10-10 09:07:48,471 INFO: Using network [plksr].
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+2024-10-10 09:10:54,738 INFO: Inference took 186.23 seconds, at 1.34 fps.
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index 0000000000000000000000000000000000000000..3f094cc53fa2a3769e79615ba93b4f2a0b0fa244
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diff --git a/curated/visualization/LSDIR/log_ahiq_curated_lsdir.txt b/curated/visualization/LSDIR/log_ahiq_curated_lsdir.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e23d102a8fbdc8b37e3d05558a3d4498a7969ef8
--- /dev/null
+++ b/curated/visualization/LSDIR/log_ahiq_curated_lsdir.txt
@@ -0,0 +1,252 @@
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+ahiq of 0000138x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3599870800971985	Time: 1.75s
+ahiq of 0000139x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.32000017166137695	Time: 1.73s
+ahiq of 0000140x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4023096263408661	Time: 1.78s
+ahiq of 0000141x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.36112600564956665	Time: 1.72s
+ahiq of 0000142x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2834664285182953	Time: 1.72s
+ahiq of 0000143x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.35266074538230896	Time: 1.73s
+ahiq of 0000144x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4253619611263275	Time: 1.75s
+ahiq of 0000145x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.36139702796936035	Time: 1.75s
+ahiq of 0000146x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.33219292759895325	Time: 1.75s
+ahiq of 0000147x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3278384208679199	Time: 1.74s
+ahiq of 0000148x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.32131239771842957	Time: 1.72s
+ahiq of 0000149x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.29137077927589417	Time: 1.75s
+ahiq of 0000150x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.34161508083343506	Time: 1.75s
+ahiq of 0000151x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.327483594417572	Time: 1.73s
+ahiq of 0000152x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3322741687297821	Time: 1.72s
+ahiq of 0000153x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.32293662428855896	Time: 1.76s
+ahiq of 0000154x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.290626585483551	Time: 1.75s
+ahiq of 0000155x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2708388864994049	Time: 1.72s
+ahiq of 0000156x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.32373321056365967	Time: 1.73s
+ahiq of 0000157x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.35628271102905273	Time: 1.71s
+ahiq of 0000158x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3101137578487396	Time: 1.73s
+ahiq of 0000159x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3221035897731781	Time: 1.75s
+ahiq of 0000160x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.27655357122421265	Time: 1.72s
+ahiq of 0000161x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.24451613426208496	Time: 1.72s
+ahiq of 0000162x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.34257227182388306	Time: 1.75s
+ahiq of 0000163x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.29091086983680725	Time: 1.75s
+ahiq of 0000164x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.32801902294158936	Time: 1.78s
+ahiq of 0000165x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3814829885959625	Time: 1.72s
+ahiq of 0000166x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3606666028499603	Time: 1.78s
+ahiq of 0000167x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.31055375933647156	Time: 1.79s
+ahiq of 0000168x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3258924186229706	Time: 1.79s
+ahiq of 0000169x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3099822700023651	Time: 1.71s
+ahiq of 0000170x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.35032689571380615	Time: 1.72s
+ahiq of 0000171x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.28428107500076294	Time: 1.72s
+ahiq of 0000172x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.29677391052246094	Time: 1.74s
+ahiq of 0000173x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3545118272304535	Time: 1.74s
+ahiq of 0000174x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3034273087978363	Time: 1.75s
+ahiq of 0000175x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3628629148006439	Time: 1.76s
+ahiq of 0000176x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3437902629375458	Time: 1.77s
+ahiq of 0000177x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2957097887992859	Time: 1.73s
+ahiq of 0000178x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3302552402019501	Time: 1.76s
+ahiq of 0000179x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3299216330051422	Time: 1.91s
+ahiq of 0000180x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3225931227207184	Time: 1.72s
+ahiq of 0000181x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3225817382335663	Time: 1.76s
+ahiq of 0000182x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.28440576791763306	Time: 1.72s
+ahiq of 0000183x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3109706938266754	Time: 1.72s
+ahiq of 0000184x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.36769792437553406	Time: 1.72s
+ahiq of 0000185x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3479003608226776	Time: 1.77s
+ahiq of 0000186x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.306684285402298	Time: 1.82s
+ahiq of 0000187x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2999229431152344	Time: 1.75s
+ahiq of 0000188x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3198702335357666	Time: 1.76s
+ahiq of 0000189x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.31629565358161926	Time: 1.76s
+ahiq of 0000190x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2614993751049042	Time: 1.80s
+ahiq of 0000191x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4407608211040497	Time: 1.75s
+ahiq of 0000192x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.23450139164924622	Time: 1.72s
+ahiq of 0000193x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.35270223021507263	Time: 1.73s
+ahiq of 0000194x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3275831341743469	Time: 1.75s
+ahiq of 0000195x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.30476775765419006	Time: 1.75s
+ahiq of 0000196x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.35389643907546997	Time: 1.75s
+ahiq of 0000197x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3942751884460449	Time: 1.75s
+ahiq of 0000198x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4677465558052063	Time: 1.80s
+ahiq of 0000199x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3172852098941803	Time: 1.72s
+ahiq of 0000200x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3316950798034668	Time: 1.81s
+ahiq of 0000201x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.31380435824394226	Time: 1.85s
+ahiq of 0000202x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2955739498138428	Time: 1.76s
+ahiq of 0000203x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3207480013370514	Time: 1.79s
+ahiq of 0000204x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.29698681831359863	Time: 1.80s
+ahiq of 0000205x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.38898566365242004	Time: 1.74s
+ahiq of 0000206x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2951107621192932	Time: 1.77s
+ahiq of 0000207x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.32406920194625854	Time: 1.75s
+ahiq of 0000208x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.30865976214408875	Time: 1.72s
+ahiq of 0000209x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.28891608119010925	Time: 1.75s
+ahiq of 0000210x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2751059830188751	Time: 1.76s
+ahiq of 0000211x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2902587056159973	Time: 1.71s
+ahiq of 0000212x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3821842670440674	Time: 1.72s
+ahiq of 0000213x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.38983699679374695	Time: 1.73s
+ahiq of 0000214x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3216951787471771	Time: 1.71s
+ahiq of 0000215x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.26859089732170105	Time: 1.72s
+ahiq of 0000216x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4147244393825531	Time: 1.72s
+ahiq of 0000217x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3197864592075348	Time: 1.76s
+ahiq of 0000218x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.36676082015037537	Time: 1.72s
+ahiq of 0000219x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.31531330943107605	Time: 1.76s
+ahiq of 0000220x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3195123076438904	Time: 1.72s
+ahiq of 0000221x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.310246080160141	Time: 1.74s
+ahiq of 0000222x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3362780809402466	Time: 1.72s
+ahiq of 0000223x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.30096516013145447	Time: 1.74s
+ahiq of 0000224x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3316449820995331	Time: 1.74s
+ahiq of 0000225x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3171088397502899	Time: 1.73s
+ahiq of 0000226x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.41955873370170593	Time: 1.73s
+ahiq of 0000227x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2597653567790985	Time: 1.71s
+ahiq of 0000228x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.36727267503738403	Time: 1.71s
+ahiq of 0000229x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.42128679156303406	Time: 1.75s
+ahiq of 0000230x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2947815954685211	Time: 1.73s
+ahiq of 0000231x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.36731788516044617	Time: 1.72s
+ahiq of 0000232x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.30800580978393555	Time: 1.73s
+ahiq of 0000233x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.27777013182640076	Time: 1.72s
+ahiq of 0000234x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.34128257632255554	Time: 1.74s
+ahiq of 0000235x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.33724457025527954	Time: 1.72s
+ahiq of 0000236x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3192930817604065	Time: 1.74s
+ahiq of 0000237x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.29437723755836487	Time: 1.72s
+ahiq of 0000238x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3113253712654114	Time: 1.71s
+ahiq of 0000239x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3340596854686737	Time: 1.74s
+ahiq of 0000240x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.33107805252075195	Time: 1.73s
+ahiq of 0000241x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3604946434497833	Time: 1.79s
+ahiq of 0000242x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.34611696004867554	Time: 1.74s
+ahiq of 0000243x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3533715605735779	Time: 1.71s
+ahiq of 0000244x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.34725892543792725	Time: 1.72s
+ahiq of 0000245x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.41954565048217773	Time: 1.77s
+ahiq of 0000246x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3517289161682129	Time: 1.75s
+ahiq of 0000247x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4120674133300781	Time: 1.71s
+ahiq of 0000248x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3343738913536072	Time: 1.80s
+ahiq of 0000249x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.46783167123794556	Time: 1.76s
+ahiq of 0000250x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2996533513069153	Time: 1.76s
+Average ahiq score of 4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR/val_1/ with 250 images is: 0.33052026426792147
+Done! Results are in ahiq_curated_lsdir.txt.
diff --git a/curated/visualization/LSDIR/log_ahiq_lsdir.txt b/curated/visualization/LSDIR/log_ahiq_lsdir.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c4c99ea3ec04715e75d1e21d93b300418d70cfa7
--- /dev/null
+++ b/curated/visualization/LSDIR/log_ahiq_lsdir.txt
@@ -0,0 +1,252 @@
+ahiq of 0000001x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3072410523891449	Time: 2.01s
+ahiq of 0000002x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3719717562198639	Time: 1.72s
+ahiq of 0000003x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3869224488735199	Time: 1.74s
+ahiq of 0000004x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.289114385843277	Time: 1.71s
+ahiq of 0000005x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.39952537417411804	Time: 1.78s
+ahiq of 0000006x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2700253129005432	Time: 1.72s
+ahiq of 0000007x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.24829554557800293	Time: 1.72s
+ahiq of 0000008x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3140971064567566	Time: 1.70s
+ahiq of 0000009x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.307673841714859	Time: 1.71s
+ahiq of 0000010x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.31883975863456726	Time: 1.73s
+ahiq of 0000011x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.33662164211273193	Time: 1.72s
+ahiq of 0000012x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.34153804183006287	Time: 1.74s
+ahiq of 0000013x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.19081640243530273	Time: 1.76s
+ahiq of 0000014x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.32539740204811096	Time: 1.71s
+ahiq of 0000015x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3769448697566986	Time: 1.70s
+ahiq of 0000016x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.29162320494651794	Time: 1.75s
+ahiq of 0000017x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.301710307598114	Time: 1.72s
+ahiq of 0000018x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3027274012565613	Time: 1.76s
+ahiq of 0000019x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3347257673740387	Time: 1.76s
+ahiq of 0000020x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.31062254309654236	Time: 1.76s
+ahiq of 0000021x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3947184085845947	Time: 1.73s
+ahiq of 0000022x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.271218866109848	Time: 1.73s
+ahiq of 0000023x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4504707455635071	Time: 1.75s
+ahiq of 0000024x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3495723307132721	Time: 1.72s
+ahiq of 0000025x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4242449700832367	Time: 1.73s
+ahiq of 0000026x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.410127729177475	Time: 1.71s
+ahiq of 0000027x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3273943364620209	Time: 1.73s
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+ahiq of 0000181x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3194809556007385	Time: 1.77s
+ahiq of 0000182x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.28487399220466614	Time: 1.72s
+ahiq of 0000183x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3124861717224121	Time: 1.73s
+ahiq of 0000184x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.36658230423927307	Time: 1.72s
+ahiq of 0000185x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.351735919713974	Time: 1.77s
+ahiq of 0000186x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.30415016412734985	Time: 1.82s
+ahiq of 0000187x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2963036000728607	Time: 1.75s
+ahiq of 0000188x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.31736212968826294	Time: 1.82s
+ahiq of 0000189x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3168100416660309	Time: 1.82s
+ahiq of 0000190x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2585819363594055	Time: 1.89s
+ahiq of 0000191x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.44013628363609314	Time: 1.78s
+ahiq of 0000192x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2323238104581833	Time: 1.79s
+ahiq of 0000193x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3515812158584595	Time: 1.80s
+ahiq of 0000194x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.32567498087882996	Time: 1.86s
+ahiq of 0000195x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.30375370383262634	Time: 1.83s
+ahiq of 0000196x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.34991011023521423	Time: 1.90s
+ahiq of 0000197x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.39524826407432556	Time: 1.88s
+ahiq of 0000198x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4666132628917694	Time: 1.95s
+ahiq of 0000199x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.31510040163993835	Time: 1.80s
+ahiq of 0000200x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.32586485147476196	Time: 1.85s
+ahiq of 0000201x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.31473323702812195	Time: 1.88s
+ahiq of 0000202x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.29080793261528015	Time: 1.77s
+ahiq of 0000203x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.31882244348526	Time: 1.83s
+ahiq of 0000204x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2955321967601776	Time: 1.80s
+ahiq of 0000205x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3868221044540405	Time: 1.74s
+ahiq of 0000206x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.298927903175354	Time: 1.82s
+ahiq of 0000207x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3237028121948242	Time: 1.85s
+ahiq of 0000208x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.30657416582107544	Time: 1.87s
+ahiq of 0000209x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.28579410910606384	Time: 1.93s
+ahiq of 0000210x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.27123114466667175	Time: 1.85s
+ahiq of 0000211x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2883644104003906	Time: 1.77s
+ahiq of 0000212x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.38101792335510254	Time: 1.86s
+ahiq of 0000213x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.39005857706069946	Time: 1.89s
+ahiq of 0000214x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.31895026564598083	Time: 1.72s
+ahiq of 0000215x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2659228444099426	Time: 1.77s
+ahiq of 0000216x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4167770445346832	Time: 1.76s
+ahiq of 0000217x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.31884363293647766	Time: 1.80s
+ahiq of 0000218x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3661632537841797	Time: 1.78s
+ahiq of 0000219x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3129870593547821	Time: 1.83s
+ahiq of 0000220x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3188498914241791	Time: 1.77s
+ahiq of 0000221x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.30859729647636414	Time: 1.78s
+ahiq of 0000222x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3373733460903168	Time: 1.73s
+ahiq of 0000223x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2971552014350891	Time: 1.80s
+ahiq of 0000224x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3285689055919647	Time: 1.77s
+ahiq of 0000225x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.313008189201355	Time: 1.72s
+ahiq of 0000226x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.41979098320007324	Time: 1.73s
+ahiq of 0000227x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.25757938623428345	Time: 1.71s
+ahiq of 0000228x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.365092933177948	Time: 1.71s
+ahiq of 0000229x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4168897569179535	Time: 1.76s
+ahiq of 0000230x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.296653151512146	Time: 1.73s
+ahiq of 0000231x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.367897093296051	Time: 1.72s
+ahiq of 0000232x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3079494833946228	Time: 1.73s
+ahiq of 0000233x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2771977186203003	Time: 1.76s
+ahiq of 0000234x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3405616581439972	Time: 1.79s
+ahiq of 0000235x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3355514109134674	Time: 1.72s
+ahiq of 0000236x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.31717345118522644	Time: 1.74s
+ahiq of 0000237x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2910265028476715	Time: 1.72s
+ahiq of 0000238x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3128237724304199	Time: 1.71s
+ahiq of 0000239x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3350377678871155	Time: 1.74s
+ahiq of 0000240x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.32920095324516296	Time: 1.79s
+ahiq of 0000241x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3593408167362213	Time: 1.83s
+ahiq of 0000242x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.34288135170936584	Time: 1.78s
+ahiq of 0000243x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3540605306625366	Time: 1.71s
+ahiq of 0000244x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.34549784660339355	Time: 1.75s
+ahiq of 0000245x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4175519049167633	Time: 1.78s
+ahiq of 0000246x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.34949132800102234	Time: 1.78s
+ahiq of 0000247x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4110163748264313	Time: 1.78s
+ahiq of 0000248x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.33547496795654297	Time: 1.87s
+ahiq of 0000249x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4695320129394531	Time: 1.84s
+ahiq of 0000250x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.29559704661369324	Time: 1.81s
+Average ahiq score of 4xDF2K_plksr_tiny_fp16_full_500k_LSDIR/val_1/ with 250 images is: 0.3290899614095688
+Done! Results are in ahiq_lsdir.txt.
diff --git a/curated/visualization/LSDIR/log_dists_curated_lsdir.txt b/curated/visualization/LSDIR/log_dists_curated_lsdir.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ee43dcc16319e84ae9e4fe86c2fa3bde0a18ec0b
--- /dev/null
+++ b/curated/visualization/LSDIR/log_dists_curated_lsdir.txt
@@ -0,0 +1,253 @@
+Loading pretrained model DISTS from /home/phips/.cache/pyiqa/DISTS_weights-f5e65c96.pth
+dists of 0000001x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2513769865036011	Time: 0.67s
+dists of 0000002x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2684900760650635	Time: 0.25s
+dists of 0000003x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2332863211631775	Time: 0.32s
+dists of 0000004x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.24383544921875	Time: 0.17s
+dists of 0000005x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2402029037475586	Time: 0.48s
+dists of 0000006x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2677306532859802	Time: 0.20s
+dists of 0000007x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2116108536720276	Time: 0.22s
+dists of 0000008x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.22645652294158936	Time: 0.12s
+dists of 0000009x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2588968276977539	Time: 0.19s
+dists of 0000010x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.23353248834609985	Time: 0.22s
+dists of 0000011x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.19639438390731812	Time: 0.20s
+dists of 0000012x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2162519097328186	Time: 0.27s
+dists of 0000013x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.22328156232833862	Time: 0.33s
+dists of 0000014x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2451392412185669	Time: 0.15s
+dists of 0000015x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2443409562110901	Time: 0.14s
+dists of 0000016x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.24602913856506348	Time: 0.34s
+dists of 0000017x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2512175440788269	Time: 0.19s
+dists of 0000018x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2123246192932129	Time: 0.35s
+dists of 0000019x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2541188597679138	Time: 0.34s
+dists of 0000020x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.1924915313720703	Time: 0.35s
+dists of 0000021x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.22246533632278442	Time: 0.27s
+dists of 0000022x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.27020806074142456	Time: 0.25s
+dists of 0000023x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.18232238292694092	Time: 0.32s
+dists of 0000024x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.24979782104492188	Time: 0.17s
+dists of 0000025x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.22609126567840576	Time: 0.26s
+dists of 0000026x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.1782175898551941	Time: 0.17s
+dists of 0000027x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.25683271884918213	Time: 0.24s
+dists of 0000028x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.22071236371994019	Time: 0.17s
+dists of 0000029x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.19877535104751587	Time: 0.21s
+dists of 0000030x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.21299892663955688	Time: 0.33s
+dists of 0000031x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.17415225505828857	Time: 0.13s
+dists of 0000032x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.21838301420211792	Time: 0.26s
+dists of 0000033x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.22907918691635132	Time: 0.16s
+dists of 0000034x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2623804807662964	Time: 0.08s
+dists of 0000035x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.18963831663131714	Time: 0.17s
+dists of 0000036x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.20900970697402954	Time: 0.17s
+dists of 0000037x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2192029356956482	Time: 0.30s
+dists of 0000038x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.25158506631851196	Time: 0.25s
+dists of 0000039x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.23801422119140625	Time: 0.32s
+dists of 0000040x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.16725265979766846	Time: 0.14s
+dists of 0000041x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.20357507467269897	Time: 0.29s
+dists of 0000042x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2099321484565735	Time: 0.13s
+dists of 0000043x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.27015548944473267	Time: 0.44s
+dists of 0000044x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.22036725282669067	Time: 0.19s
+dists of 0000045x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.1504518985748291	Time: 0.14s
+dists of 0000046x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2372879981994629	Time: 0.44s
+dists of 0000047x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2329285740852356	Time: 0.45s
+dists of 0000048x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.22994709014892578	Time: 0.84s
+dists of 0000049x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2499273419380188	Time: 0.68s
+dists of 0000050x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2191370725631714	Time: 0.22s
+dists of 0000051x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.24413031339645386	Time: 0.19s
+dists of 0000052x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.18299514055252075	Time: 0.64s
+dists of 0000053x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.15961182117462158	Time: 0.98s
+dists of 0000054x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.27060890197753906	Time: 0.26s
+dists of 0000055x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.22923630475997925	Time: 0.20s
+dists of 0000056x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.16966551542282104	Time: 0.33s
+dists of 0000057x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.19140559434890747	Time: 0.13s
+dists of 0000058x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2473512887954712	Time: 0.48s
+dists of 0000059x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2317865490913391	Time: 0.32s
+dists of 0000060x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.21211397647857666	Time: 0.30s
+dists of 0000061x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.252571702003479	Time: 0.33s
+dists of 0000062x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.24305319786071777	Time: 0.28s
+dists of 0000063x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.28215694427490234	Time: 0.15s
+dists of 0000064x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.22275322675704956	Time: 0.38s
+dists of 0000065x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.25725358724594116	Time: 0.37s
+dists of 0000066x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.28258293867111206	Time: 0.31s
+dists of 0000067x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.229228675365448	Time: 0.18s
+dists of 0000068x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2677149176597595	Time: 0.26s
+dists of 0000069x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.190485417842865	Time: 0.26s
+dists of 0000070x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.18593984842300415	Time: 0.29s
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+dists of 0000216x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.28732913732528687	Time: 0.15s
+dists of 0000217x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.16045081615447998	Time: 0.33s
+dists of 0000218x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.1524246335029602	Time: 0.14s
+dists of 0000219x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.20616400241851807	Time: 0.33s
+dists of 0000220x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.17845380306243896	Time: 0.14s
+dists of 0000221x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.1763625144958496	Time: 0.27s
+dists of 0000222x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.18187570571899414	Time: 0.16s
+dists of 0000223x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.23286640644073486	Time: 0.21s
+dists of 0000224x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.20628905296325684	Time: 0.23s
+dists of 0000225x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.19093608856201172	Time: 0.17s
+dists of 0000226x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.20775634050369263	Time: 0.27s
+dists of 0000227x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.17989331483840942	Time: 0.12s
+dists of 0000228x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.16523921489715576	Time: 0.10s
+dists of 0000229x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.13421499729156494	Time: 0.28s
+dists of 0000230x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.23096239566802979	Time: 0.18s
+dists of 0000231x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.17302477359771729	Time: 0.17s
+dists of 0000232x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.20598608255386353	Time: 0.17s
+dists of 0000233x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.19728374481201172	Time: 0.17s
+dists of 0000234x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.21290701627731323	Time: 0.25s
+dists of 0000235x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.15098267793655396	Time: 0.13s
+dists of 0000236x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.21837735176086426	Time: 0.25s
+dists of 0000237x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.21292531490325928	Time: 0.14s
+dists of 0000238x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.22032678127288818	Time: 0.12s
+dists of 0000239x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.18543195724487305	Time: 0.27s
+dists of 0000240x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.21507257223129272	Time: 0.17s
+dists of 0000241x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.14327579736709595	Time: 0.48s
+dists of 0000242x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.16779667139053345	Time: 0.26s
+dists of 0000243x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2804785966873169	Time: 0.09s
+dists of 0000244x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2330770492553711	Time: 0.15s
+dists of 0000245x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2461417317390442	Time: 0.40s
+dists of 0000246x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.1654873490333557	Time: 0.28s
+dists of 0000247x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.22589123249053955	Time: 0.09s
+dists of 0000248x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.1662549376487732	Time: 0.49s
+dists of 0000249x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.17443054914474487	Time: 0.31s
+dists of 0000250x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.22221815586090088	Time: 0.31s
+Average dists score of 4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR/val_1/ with 250 images is: 0.2145303249359131
+Done! Results are in dists_curated_lsdir.txt.
diff --git a/curated/visualization/LSDIR/log_dists_lsdir.txt b/curated/visualization/LSDIR/log_dists_lsdir.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ce9d1a07e3b1e7f543bd0d199034c82617edb512
--- /dev/null
+++ b/curated/visualization/LSDIR/log_dists_lsdir.txt
@@ -0,0 +1,253 @@
+Loading pretrained model DISTS from /home/phips/.cache/pyiqa/DISTS_weights-f5e65c96.pth
+dists of 0000001x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2538720369338989	Time: 0.47s
+dists of 0000002x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2694810628890991	Time: 0.25s
+dists of 0000003x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.23270642757415771	Time: 0.32s
+dists of 0000004x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.24574881792068481	Time: 0.17s
+dists of 0000005x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2411818504333496	Time: 0.47s
+dists of 0000006x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.27001917362213135	Time: 0.20s
+dists of 0000007x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2136862874031067	Time: 0.22s
+dists of 0000008x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2296268343925476	Time: 0.12s
+dists of 0000009x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.26046741008758545	Time: 0.19s
+dists of 0000010x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.23919743299484253	Time: 0.22s
+dists of 0000011x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.19755655527114868	Time: 0.20s
+dists of 0000012x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.21772146224975586	Time: 0.27s
+dists of 0000013x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.22761595249176025	Time: 0.33s
+dists of 0000014x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2454463243484497	Time: 0.15s
+dists of 0000015x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2447834610939026	Time: 0.14s
+dists of 0000016x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.24720078706741333	Time: 0.34s
+dists of 0000017x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2563314437866211	Time: 0.19s
+dists of 0000018x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2133697271347046	Time: 0.35s
+dists of 0000019x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.25731778144836426	Time: 0.34s
+dists of 0000020x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.193548321723938	Time: 0.34s
+dists of 0000021x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2221171259880066	Time: 0.27s
+dists of 0000022x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2730407118797302	Time: 0.25s
+dists of 0000023x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.18289542198181152	Time: 0.32s
+dists of 0000024x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.25078272819519043	Time: 0.17s
+dists of 0000025x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.22524034976959229	Time: 0.26s
+dists of 0000026x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.17781025171279907	Time: 0.16s
+dists of 0000027x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.25725507736206055	Time: 0.23s
+dists of 0000028x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.22460061311721802	Time: 0.17s
+dists of 0000029x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2032960057258606	Time: 0.21s
+dists of 0000030x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.21527040004730225	Time: 0.33s
+dists of 0000031x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.17725008726119995	Time: 0.14s
+dists of 0000032x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.22226876020431519	Time: 0.26s
+dists of 0000033x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.23025047779083252	Time: 0.15s
+dists of 0000034x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2620505094528198	Time: 0.08s
+dists of 0000035x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.19120413064956665	Time: 0.17s
+dists of 0000036x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2108514904975891	Time: 0.17s
+dists of 0000037x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.21872830390930176	Time: 0.31s
+dists of 0000038x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.25183963775634766	Time: 0.25s
+dists of 0000039x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.24009060859680176	Time: 0.32s
+dists of 0000040x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.17121684551239014	Time: 0.13s
+dists of 0000041x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2059534192085266	Time: 0.29s
+dists of 0000042x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2105199694633484	Time: 0.13s
+dists of 0000043x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2711355686187744	Time: 0.43s
+dists of 0000044x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2198704481124878	Time: 0.18s
+dists of 0000045x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.15245866775512695	Time: 0.14s
+dists of 0000046x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.23923951387405396	Time: 0.44s
+dists of 0000047x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.23579061031341553	Time: 0.45s
+dists of 0000048x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.23137450218200684	Time: 0.84s
+dists of 0000049x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.25118112564086914	Time: 0.68s
+dists of 0000050x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.22035980224609375	Time: 0.22s
+dists of 0000051x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.24894464015960693	Time: 0.19s
+dists of 0000052x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.1843218207359314	Time: 0.65s
+dists of 0000053x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.16277945041656494	Time: 0.99s
+dists of 0000054x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2722163200378418	Time: 0.27s
+dists of 0000055x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.22971296310424805	Time: 0.19s
+dists of 0000056x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.171844482421875	Time: 0.33s
+dists of 0000057x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.1916162371635437	Time: 0.13s
+dists of 0000058x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2478877305984497	Time: 0.48s
+dists of 0000059x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.23410838842391968	Time: 0.32s
+dists of 0000060x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2128705382347107	Time: 0.31s
+dists of 0000061x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.25848472118377686	Time: 0.33s
+dists of 0000062x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.24356520175933838	Time: 0.29s
+dists of 0000063x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2824110984802246	Time: 0.15s
+dists of 0000064x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2252904772758484	Time: 0.38s
+dists of 0000065x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.26192814111709595	Time: 0.37s
+dists of 0000066x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2829477787017822	Time: 0.30s
+dists of 0000067x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.23244714736938477	Time: 0.17s
+dists of 0000068x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2694095969200134	Time: 0.27s
+dists of 0000069x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.19172585010528564	Time: 0.26s
+dists of 0000070x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.18791091442108154	Time: 0.29s
+dists of 0000071x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.25189369916915894	Time: 0.21s
+dists of 0000072x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.26601481437683105	Time: 0.27s
+dists of 0000073x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.1920737624168396	Time: 0.28s
+dists of 0000074x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.1727272868156433	Time: 0.30s
+dists of 0000075x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.21908122301101685	Time: 0.24s
+dists of 0000076x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.19718873500823975	Time: 0.31s
+dists of 0000077x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2749554514884949	Time: 0.12s
+dists of 0000078x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.15184468030929565	Time: 0.23s
+dists of 0000079x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.28351467847824097	Time: 0.22s
+dists of 0000080x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.21698492765426636	Time: 0.29s
+dists of 0000081x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2569316625595093	Time: 0.23s
+dists of 0000082x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2373681664466858	Time: 0.25s
+dists of 0000083x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.19029074907302856	Time: 0.27s
+dists of 0000084x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2436206340789795	Time: 0.14s
+dists of 0000085x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.20634114742279053	Time: 0.16s
+dists of 0000086x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.15620559453964233	Time: 0.28s
+dists of 0000087x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.20848721265792847	Time: 0.18s
+dists of 0000088x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.21751397848129272	Time: 0.32s
+dists of 0000089x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.21732407808303833	Time: 0.16s
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+dists of 0000095x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.23165899515151978	Time: 0.18s
+dists of 0000096x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.22448253631591797	Time: 0.39s
+dists of 0000097x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.28390049934387207	Time: 0.16s
+dists of 0000098x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.21702957153320312	Time: 0.69s
+dists of 0000099x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2596738338470459	Time: 0.18s
+dists of 0000100x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.22640663385391235	Time: 0.27s
+dists of 0000101x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2441447377204895	Time: 0.24s
+dists of 0000102x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2054874300956726	Time: 0.31s
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+dists of 0000104x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2172400951385498	Time: 0.24s
+dists of 0000105x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.20401406288146973	Time: 0.53s
+dists of 0000106x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.19734269380569458	Time: 0.32s
+dists of 0000107x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.1402512788772583	Time: 0.17s
+dists of 0000108x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.14616072177886963	Time: 0.32s
+dists of 0000109x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.17606747150421143	Time: 0.30s
+dists of 0000110x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2212417721748352	Time: 0.31s
+dists of 0000111x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.19385474920272827	Time: 0.50s
+dists of 0000112x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.17020177841186523	Time: 0.52s
+dists of 0000113x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.19895541667938232	Time: 0.33s
+dists of 0000114x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2691110372543335	Time: 0.20s
+dists of 0000115x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.21460294723510742	Time: 0.15s
+dists of 0000116x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2375066876411438	Time: 0.16s
+dists of 0000117x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2554442882537842	Time: 0.11s
+dists of 0000118x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.19390428066253662	Time: 0.26s
+dists of 0000119x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2272363305091858	Time: 0.07s
+dists of 0000120x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2482171654701233	Time: 0.17s
+dists of 0000121x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.16198688745498657	Time: 0.32s
+dists of 0000122x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.19138652086257935	Time: 0.25s
+dists of 0000123x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.1740131974220276	Time: 0.57s
+dists of 0000124x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.23193103075027466	Time: 0.17s
+dists of 0000125x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.27417463064193726	Time: 0.21s
+dists of 0000126x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2268771529197693	Time: 0.28s
+dists of 0000127x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2509380578994751	Time: 0.14s
+dists of 0000128x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.22079777717590332	Time: 0.17s
+dists of 0000129x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.25298261642456055	Time: 0.19s
+dists of 0000130x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.20291143655776978	Time: 0.20s
+dists of 0000131x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.1836252212524414	Time: 0.58s
+dists of 0000132x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.19991940259933472	Time: 0.24s
+dists of 0000133x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.21298223733901978	Time: 0.13s
+dists of 0000134x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.25137048959732056	Time: 0.26s
+dists of 0000135x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2380334734916687	Time: 0.19s
+dists of 0000136x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.28425949811935425	Time: 0.22s
+dists of 0000137x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.245630145072937	Time: 0.24s
+dists of 0000138x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.23611879348754883	Time: 0.31s
+dists of 0000139x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.24417877197265625	Time: 0.22s
+dists of 0000140x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.23599869012832642	Time: 0.42s
+dists of 0000141x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.26204413175582886	Time: 0.16s
+dists of 0000142x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.21982741355895996	Time: 0.14s
+dists of 0000143x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2030765414237976	Time: 0.21s
+dists of 0000144x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2553325295448303	Time: 0.31s
+dists of 0000145x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.21471011638641357	Time: 0.26s
+dists of 0000146x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.20373022556304932	Time: 0.25s
+dists of 0000147x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.22541123628616333	Time: 0.22s
+dists of 0000148x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2260061502456665	Time: 0.17s
+dists of 0000149x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.17574310302734375	Time: 0.26s
+dists of 0000150x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.24947047233581543	Time: 0.30s
+dists of 0000151x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.20735085010528564	Time: 0.21s
+dists of 0000152x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.19193267822265625	Time: 0.18s
+dists of 0000153x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.21030855178833008	Time: 0.31s
+dists of 0000154x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.21318906545639038	Time: 0.32s
+dists of 0000155x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.20442664623260498	Time: 0.12s
+dists of 0000156x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.14600926637649536	Time: 0.17s
+dists of 0000157x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.1750941276550293	Time: 0.10s
+dists of 0000158x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.21046853065490723	Time: 0.21s
+dists of 0000159x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.18535232543945312	Time: 0.28s
+dists of 0000160x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2752625346183777	Time: 0.13s
+dists of 0000161x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.21298885345458984	Time: 0.15s
+dists of 0000162x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.16637736558914185	Time: 0.29s
+dists of 0000163x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.1754913330078125	Time: 0.28s
+dists of 0000164x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.14165788888931274	Time: 0.41s
+dists of 0000165x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2894349694252014	Time: 0.13s
+dists of 0000166x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.15525376796722412	Time: 0.41s
+dists of 0000167x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.19093555212020874	Time: 0.42s
+dists of 0000168x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.11478090286254883	Time: 0.42s
+dists of 0000169x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.229577898979187	Time: 0.12s
+dists of 0000170x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.23479485511779785	Time: 0.12s
+dists of 0000171x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.24663299322128296	Time: 0.14s
+dists of 0000172x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.21336424350738525	Time: 0.23s
+dists of 0000173x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.18477171659469604	Time: 0.26s
+dists of 0000174x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.21549957990646362	Time: 0.27s
+dists of 0000175x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.21474099159240723	Time: 0.33s
+dists of 0000176x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.20265614986419678	Time: 0.33s
+dists of 0000177x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2383272647857666	Time: 0.17s
+dists of 0000178x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2152191400527954	Time: 0.32s
+dists of 0000179x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.24505800008773804	Time: 0.92s
+dists of 0000180x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2370154857635498	Time: 0.14s
+dists of 0000181x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.1784607172012329	Time: 0.33s
+dists of 0000182x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.22887766361236572	Time: 0.15s
+dists of 0000183x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.19799041748046875	Time: 0.18s
+dists of 0000184x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.20638751983642578	Time: 0.17s
+dists of 0000185x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.23401010036468506	Time: 0.39s
+dists of 0000186x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.17706072330474854	Time: 0.56s
+dists of 0000187x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.1781279444694519	Time: 0.27s
+dists of 0000188x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.26837992668151855	Time: 0.31s
+dists of 0000189x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2049635648727417	Time: 0.31s
+dists of 0000190x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.22283464670181274	Time: 0.50s
+dists of 0000191x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.1871280074119568	Time: 0.27s
+dists of 0000192x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.21839123964309692	Time: 0.14s
+dists of 0000193x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2818164825439453	Time: 0.19s
+dists of 0000194x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.17739903926849365	Time: 0.29s
+dists of 0000195x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.1863243579864502	Time: 0.29s
+dists of 0000196x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.1368950605392456	Time: 0.25s
+dists of 0000197x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2216131091117859	Time: 0.27s
+dists of 0000198x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.17234349250793457	Time: 0.54s
+dists of 0000199x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.23101955652236938	Time: 0.17s
+dists of 0000200x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.25785064697265625	Time: 0.54s
+dists of 0000201x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.18501198291778564	Time: 0.65s
+dists of 0000202x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.18755263090133667	Time: 0.33s
+dists of 0000203x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.16928339004516602	Time: 0.42s
+dists of 0000204x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.1691575050354004	Time: 0.46s
+dists of 0000205x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.16506558656692505	Time: 0.22s
+dists of 0000206x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.21742212772369385	Time: 0.33s
+dists of 0000207x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.21318888664245605	Time: 0.28s
+dists of 0000208x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.27058011293411255	Time: 0.16s
+dists of 0000209x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.21045279502868652	Time: 0.27s
+dists of 0000210x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.21526044607162476	Time: 0.28s
+dists of 0000211x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.23338311910629272	Time: 0.12s
+dists of 0000212x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.1290445327758789	Time: 0.16s
+dists of 0000213x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.19381588697433472	Time: 0.28s
+dists of 0000214x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2459636926651001	Time: 0.08s
+dists of 0000215x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.23382985591888428	Time: 0.13s
+dists of 0000216x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.28728920221328735	Time: 0.15s
+dists of 0000217x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.16235679388046265	Time: 0.33s
+dists of 0000218x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.15370100736618042	Time: 0.14s
+dists of 0000219x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.20685333013534546	Time: 0.32s
+dists of 0000220x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.17902493476867676	Time: 0.14s
+dists of 0000221x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.1765773892402649	Time: 0.27s
+dists of 0000222x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.18339025974273682	Time: 0.16s
+dists of 0000223x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2346166968345642	Time: 0.21s
+dists of 0000224x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.20847225189208984	Time: 0.23s
+dists of 0000225x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.19433963298797607	Time: 0.17s
+dists of 0000226x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.20743077993392944	Time: 0.27s
+dists of 0000227x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.18210572004318237	Time: 0.12s
+dists of 0000228x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.16718703508377075	Time: 0.10s
+dists of 0000229x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.13867515325546265	Time: 0.28s
+dists of 0000230x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2344527244567871	Time: 0.18s
+dists of 0000231x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.17280930280685425	Time: 0.17s
+dists of 0000232x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.20889562368392944	Time: 0.17s
+dists of 0000233x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.19771462678909302	Time: 0.17s
+dists of 0000234x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.21599215269088745	Time: 0.25s
+dists of 0000235x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.15369272232055664	Time: 0.13s
+dists of 0000236x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.21844983100891113	Time: 0.25s
+dists of 0000237x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.21532756090164185	Time: 0.14s
+dists of 0000238x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.22067493200302124	Time: 0.12s
+dists of 0000239x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.18377500772476196	Time: 0.27s
+dists of 0000240x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.21450722217559814	Time: 0.17s
+dists of 0000241x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.14457190036773682	Time: 0.48s
+dists of 0000242x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.16955745220184326	Time: 0.26s
+dists of 0000243x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.27939456701278687	Time: 0.09s
+dists of 0000244x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2341594696044922	Time: 0.15s
+dists of 0000245x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.2477472424507141	Time: 0.39s
+dists of 0000246x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.16668730974197388	Time: 0.28s
+dists of 0000247x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.22584229707717896	Time: 0.09s
+dists of 0000248x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.16788160800933838	Time: 0.49s
+dists of 0000249x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.17672878503799438	Time: 0.31s
+dists of 0000250x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.22633671760559082	Time: 0.33s
+Average dists score of 4xDF2K_plksr_tiny_fp16_full_500k_LSDIR/val_1/ with 250 images is: 0.21640176105499268
+Done! Results are in dists_lsdir.txt.
diff --git a/curated/visualization/LSDIR/log_psnr_curated_lsdir.txt b/curated/visualization/LSDIR/log_psnr_curated_lsdir.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c184d389b235d859cc689761a4890a61631edda2
--- /dev/null
+++ b/curated/visualization/LSDIR/log_psnr_curated_lsdir.txt
@@ -0,0 +1,252 @@
+psnr of 0000001x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 24.982269287109375	Time: 0.16s
+psnr of 0000002x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 20.760196685791016	Time: 0.05s
+psnr of 0000003x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 25.813365936279297	Time: 0.07s
+psnr of 0000004x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 22.604557037353516	Time: 0.04s
+psnr of 0000005x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 24.315488815307617	Time: 0.11s
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+psnr of 0000152x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 26.340438842773438	Time: 0.03s
+psnr of 0000153x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 26.132747650146484	Time: 0.07s
+psnr of 0000154x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 22.198726654052734	Time: 0.07s
+psnr of 0000155x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 20.016315460205078	Time: 0.03s
+psnr of 0000156x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 26.291671752929688	Time: 0.04s
+psnr of 0000157x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 25.0947208404541	Time: 0.02s
+psnr of 0000158x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 27.528696060180664	Time: 0.04s
+psnr of 0000159x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 18.257482528686523	Time: 0.07s
+psnr of 0000160x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 19.58289909362793	Time: 0.03s
+psnr of 0000161x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 16.00275993347168	Time: 0.03s
+psnr of 0000162x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 26.067245483398438	Time: 0.07s
+psnr of 0000163x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 21.50569725036621	Time: 0.06s
+psnr of 0000164x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 25.5324764251709	Time: 0.10s
+psnr of 0000165x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 19.07931137084961	Time: 0.03s
+psnr of 0000166x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 22.900592803955078	Time: 0.09s
+psnr of 0000167x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 23.738414764404297	Time: 0.10s
+psnr of 0000168x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 24.314552307128906	Time: 0.10s
+psnr of 0000169x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 21.28829002380371	Time: 0.02s
+psnr of 0000170x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 21.09758186340332	Time: 0.03s
+psnr of 0000171x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 22.37322235107422	Time: 0.04s
+psnr of 0000172x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 19.347631454467773	Time: 0.05s
+psnr of 0000173x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 26.018056869506836	Time: 0.05s
+psnr of 0000174x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 19.561492919921875	Time: 0.06s
+psnr of 0000175x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 25.546476364135742	Time: 0.08s
+psnr of 0000176x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 23.990480422973633	Time: 0.08s
+psnr of 0000177x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 22.33982276916504	Time: 0.04s
+psnr of 0000178x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 22.51814842224121	Time: 0.07s
+psnr of 0000179x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 18.67762565612793	Time: 0.23s
+psnr of 0000180x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 24.662242889404297	Time: 0.03s
+psnr of 0000181x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 21.267555236816406	Time: 0.08s
+psnr of 0000182x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 18.112382888793945	Time: 0.04s
+psnr of 0000183x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 22.15816879272461	Time: 0.04s
+psnr of 0000184x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 24.49228286743164	Time: 0.03s
+psnr of 0000185x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 19.002771377563477	Time: 0.08s
+psnr of 0000186x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 21.947711944580078	Time: 0.14s
+psnr of 0000187x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 24.327720642089844	Time: 0.06s
+psnr of 0000188x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 17.675329208374023	Time: 0.07s
+psnr of 0000189x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 20.968734741210938	Time: 0.07s
+psnr of 0000190x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 19.030668258666992	Time: 0.12s
+psnr of 0000191x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 23.504255294799805	Time: 0.06s
+psnr of 0000192x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 27.76772689819336	Time: 0.03s
+psnr of 0000193x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 21.007518768310547	Time: 0.05s
+psnr of 0000194x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 21.4766902923584	Time: 0.06s
+psnr of 0000195x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 20.772502899169922	Time: 0.07s
+psnr of 0000196x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 24.040233612060547	Time: 0.06s
+psnr of 0000197x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 20.92611312866211	Time: 0.06s
+psnr of 0000198x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 25.64678382873535	Time: 0.13s
+psnr of 0000199x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 21.14349365234375	Time: 0.04s
+psnr of 0000200x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 21.42987060546875	Time: 0.13s
+psnr of 0000201x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 20.679235458374023	Time: 0.17s
+psnr of 0000202x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 22.114744186401367	Time: 0.08s
+psnr of 0000203x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 25.678804397583008	Time: 0.10s
+psnr of 0000204x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 24.133092880249023	Time: 0.11s
+psnr of 0000205x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 25.25221061706543	Time: 0.05s
+psnr of 0000206x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 24.089778900146484	Time: 0.08s
+psnr of 0000207x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 19.779634475708008	Time: 0.07s
+psnr of 0000208x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 19.224302291870117	Time: 0.04s
+psnr of 0000209x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 19.46204948425293	Time: 0.06s
+psnr of 0000210x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 21.327131271362305	Time: 0.07s
+psnr of 0000211x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 20.354534149169922	Time: 0.03s
+psnr of 0000212x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 32.3626594543457	Time: 0.04s
+psnr of 0000213x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 23.467008590698242	Time: 0.05s
+psnr of 0000214x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 19.294321060180664	Time: 0.02s
+psnr of 0000215x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 19.71966552734375	Time: 0.03s
+psnr of 0000216x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 20.499393463134766	Time: 0.03s
+psnr of 0000217x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 29.76639175415039	Time: 0.07s
+psnr of 0000218x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 28.54529571533203	Time: 0.03s
+psnr of 0000219x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 24.263111114501953	Time: 0.07s
+psnr of 0000220x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 23.671655654907227	Time: 0.03s
+psnr of 0000221x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 24.249982833862305	Time: 0.06s
+psnr of 0000222x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 22.349857330322266	Time: 0.03s
+psnr of 0000223x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 20.702014923095703	Time: 0.05s
+psnr of 0000224x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 20.373191833496094	Time: 0.05s
+psnr of 0000225x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 27.319414138793945	Time: 0.04s
+psnr of 0000226x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 26.422016143798828	Time: 0.04s
+psnr of 0000227x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 26.491756439208984	Time: 0.03s
+psnr of 0000228x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 23.189908981323242	Time: 0.02s
+psnr of 0000229x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 28.246976852416992	Time: 0.06s
+psnr of 0000230x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 17.813880920410156	Time: 0.04s
+psnr of 0000231x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 21.439178466796875	Time: 0.04s
+psnr of 0000232x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 22.644847869873047	Time: 0.04s
+psnr of 0000233x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 23.199874877929688	Time: 0.04s
+psnr of 0000234x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 21.878774642944336	Time: 0.05s
+psnr of 0000235x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 26.381813049316406	Time: 0.03s
+psnr of 0000236x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 24.827566146850586	Time: 0.05s
+psnr of 0000237x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 22.080324172973633	Time: 0.03s
+psnr of 0000238x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 23.66106414794922	Time: 0.03s
+psnr of 0000239x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 28.53591537475586	Time: 0.06s
+psnr of 0000240x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 19.2027587890625	Time: 0.04s
+psnr of 0000241x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 27.238304138183594	Time: 0.10s
+psnr of 0000242x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 27.173967361450195	Time: 0.06s
+psnr of 0000243x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 19.036666870117188	Time: 0.02s
+psnr of 0000244x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 21.257732391357422	Time: 0.04s
+psnr of 0000245x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 26.774503707885742	Time: 0.08s
+psnr of 0000246x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 25.868755340576172	Time: 0.06s
+psnr of 0000247x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 27.86388397216797	Time: 0.02s
+psnr of 0000248x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 21.18156623840332	Time: 0.11s
+psnr of 0000249x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 25.354568481445312	Time: 0.07s
+psnr of 0000250x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 22.368980407714844	Time: 0.07s
+Average psnr score of 4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR/val_1/ with 250 images is: 23.37840322113037
+Done! Results are in psnr_curated_lsdir.txt.
diff --git a/curated/visualization/LSDIR/log_psnr_lsdir.txt b/curated/visualization/LSDIR/log_psnr_lsdir.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f6eee8d6e5e54566980e29a91f331b07856630ad
--- /dev/null
+++ b/curated/visualization/LSDIR/log_psnr_lsdir.txt
@@ -0,0 +1,252 @@
+psnr of 0000001x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 25.006362915039062	Time: 0.17s
+psnr of 0000002x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 20.75260353088379	Time: 0.06s
+psnr of 0000003x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 25.8051700592041	Time: 0.07s
+psnr of 0000004x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 22.53352928161621	Time: 0.04s
+psnr of 0000005x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 24.278278350830078	Time: 0.12s
+psnr of 0000006x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 19.813720703125	Time: 0.05s
+psnr of 0000007x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 18.399015426635742	Time: 0.05s
+psnr of 0000008x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 22.597579956054688	Time: 0.02s
+psnr of 0000009x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 22.879953384399414	Time: 0.04s
+psnr of 0000010x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 19.74423599243164	Time: 0.05s
+psnr of 0000011x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 25.218719482421875	Time: 0.04s
+psnr of 0000012x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 23.43492889404297	Time: 0.07s
+psnr of 0000013x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 21.881961822509766	Time: 0.08s
+psnr of 0000014x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 23.56207275390625	Time: 0.03s
+psnr of 0000015x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 22.43439483642578	Time: 0.03s
+psnr of 0000016x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 19.982845306396484	Time: 0.08s
+psnr of 0000017x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 21.449392318725586	Time: 0.04s
+psnr of 0000018x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 24.511632919311523	Time: 0.09s
+psnr of 0000019x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 21.74721908569336	Time: 0.09s
+psnr of 0000020x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 23.651063919067383	Time: 0.09s
+psnr of 0000021x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 23.385725021362305	Time: 0.06s
+psnr of 0000022x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 25.536897659301758	Time: 0.06s
+psnr of 0000023x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 29.092647552490234	Time: 0.07s
+psnr of 0000024x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 20.383930206298828	Time: 0.04s
+psnr of 0000025x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 25.41346549987793	Time: 0.06s
+psnr of 0000026x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 30.70954132080078	Time: 0.03s
+psnr of 0000027x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 21.93877410888672	Time: 0.05s
+psnr of 0000028x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 19.423046112060547	Time: 0.04s
+psnr of 0000029x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 22.76876449584961	Time: 0.05s
+psnr of 0000030x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 22.487754821777344	Time: 0.08s
+psnr of 0000031x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 31.927982330322266	Time: 0.03s
+psnr of 0000032x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 19.81231689453125	Time: 0.07s
+psnr of 0000033x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 23.589065551757812	Time: 0.04s
+psnr of 0000034x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 19.762115478515625	Time: 0.02s
+psnr of 0000035x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 25.83339500427246	Time: 0.04s
+psnr of 0000036x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 19.999069213867188	Time: 0.04s
+psnr of 0000037x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 22.113929748535156	Time: 0.08s
+psnr of 0000038x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 23.04204750061035	Time: 0.05s
+psnr of 0000039x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 21.465272903442383	Time: 0.08s
+psnr of 0000040x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 30.54501724243164	Time: 0.03s
+psnr of 0000041x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 23.631919860839844	Time: 0.08s
+psnr of 0000042x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 20.565702438354492	Time: 0.03s
+psnr of 0000043x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 21.330556869506836	Time: 0.11s
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+psnr of 0000199x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 21.117971420288086	Time: 0.04s
+psnr of 0000200x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 21.410654067993164	Time: 0.13s
+psnr of 0000201x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 20.687042236328125	Time: 0.17s
+psnr of 0000202x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 22.07697296142578	Time: 0.08s
+psnr of 0000203x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 25.68813705444336	Time: 0.11s
+psnr of 0000204x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 24.178781509399414	Time: 0.13s
+psnr of 0000205x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 25.151695251464844	Time: 0.05s
+psnr of 0000206x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 24.089187622070312	Time: 0.08s
+psnr of 0000207x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 19.77377700805664	Time: 0.07s
+psnr of 0000208x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 19.180452346801758	Time: 0.04s
+psnr of 0000209x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 19.4188232421875	Time: 0.06s
+psnr of 0000210x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 21.283424377441406	Time: 0.07s
+psnr of 0000211x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 20.33013916015625	Time: 0.03s
+psnr of 0000212x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 32.28620147705078	Time: 0.04s
+psnr of 0000213x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 23.468286514282227	Time: 0.05s
+psnr of 0000214x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 19.272043228149414	Time: 0.02s
+psnr of 0000215x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 19.64433479309082	Time: 0.03s
+psnr of 0000216x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 20.487865447998047	Time: 0.03s
+psnr of 0000217x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 29.751501083374023	Time: 0.10s
+psnr of 0000218x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 28.492326736450195	Time: 0.04s
+psnr of 0000219x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 24.222610473632812	Time: 0.09s
+psnr of 0000220x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 23.640689849853516	Time: 0.03s
+psnr of 0000221x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 24.22195053100586	Time: 0.06s
+psnr of 0000222x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 22.36504364013672	Time: 0.04s
+psnr of 0000223x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 20.651145935058594	Time: 0.05s
+psnr of 0000224x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 20.343358993530273	Time: 0.06s
+psnr of 0000225x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 27.3358154296875	Time: 0.04s
+psnr of 0000226x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 26.413679122924805	Time: 0.05s
+psnr of 0000227x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 26.432960510253906	Time: 0.03s
+psnr of 0000228x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 23.170774459838867	Time: 0.02s
+psnr of 0000229x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 28.1833553314209	Time: 0.07s
+psnr of 0000230x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 17.79018783569336	Time: 0.04s
+psnr of 0000231x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 21.44060516357422	Time: 0.04s
+psnr of 0000232x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 22.620052337646484	Time: 0.04s
+psnr of 0000233x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 23.17861557006836	Time: 0.04s
+psnr of 0000234x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 21.894203186035156	Time: 0.05s
+psnr of 0000235x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 26.33295440673828	Time: 0.03s
+psnr of 0000236x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 24.794513702392578	Time: 0.05s
+psnr of 0000237x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 22.055477142333984	Time: 0.03s
+psnr of 0000238x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 23.64492416381836	Time: 0.03s
+psnr of 0000239x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 28.527942657470703	Time: 0.06s
+psnr of 0000240x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 19.182775497436523	Time: 0.04s
+psnr of 0000241x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 27.196958541870117	Time: 0.12s
+psnr of 0000242x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 27.11557388305664	Time: 0.06s
+psnr of 0000243x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 19.027454376220703	Time: 0.02s
+psnr of 0000244x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 21.25798988342285	Time: 0.04s
+psnr of 0000245x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 26.77130699157715	Time: 0.09s
+psnr of 0000246x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 25.834110260009766	Time: 0.06s
+psnr of 0000247x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 27.84519386291504	Time: 0.02s
+psnr of 0000248x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 21.215988159179688	Time: 0.12s
+psnr of 0000249x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 25.34862518310547	Time: 0.08s
+psnr of 0000250x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 22.324726104736328	Time: 0.08s
+Average psnr score of 4xDF2K_plksr_tiny_fp16_full_500k_LSDIR/val_1/ with 250 images is: 23.35828709411621
+Done! Results are in psnr_lsdir.txt.
diff --git a/curated/visualization/LSDIR/log_ssim_curated_lsdir.txt b/curated/visualization/LSDIR/log_ssim_curated_lsdir.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cb399673f7b6db1b224617534b7ff8992de37605
--- /dev/null
+++ b/curated/visualization/LSDIR/log_ssim_curated_lsdir.txt
@@ -0,0 +1,252 @@
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+ssim of 0000002x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.47018335809485495	Time: 0.07s
+ssim of 0000003x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6286567501483827	Time: 0.08s
+ssim of 0000004x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6815761814380741	Time: 0.05s
+ssim of 0000005x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.7436884316196766	Time: 0.14s
+ssim of 0000006x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.418105846975161	Time: 0.06s
+ssim of 0000007x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5485893016079936	Time: 0.06s
+ssim of 0000008x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6311368087311031	Time: 0.03s
+ssim of 0000009x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5291688420417191	Time: 0.05s
+ssim of 0000010x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.49669255256693084	Time: 0.06s
+ssim of 0000011x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5260333838425592	Time: 0.05s
+ssim of 0000012x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.7965357782228311	Time: 0.08s
+ssim of 0000013x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6803228114594873	Time: 0.09s
+ssim of 0000014x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6184928380360806	Time: 0.04s
+ssim of 0000015x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5522698705501417	Time: 0.04s
+ssim of 0000016x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.624506785361034	Time: 0.09s
+ssim of 0000017x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5046315164585159	Time: 0.05s
+ssim of 0000018x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.7589370676237495	Time: 0.10s
+ssim of 0000019x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6841225242424606	Time: 0.09s
+ssim of 0000020x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.7080342185536366	Time: 0.09s
+ssim of 0000021x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.7483239143696507	Time: 0.07s
+ssim of 0000022x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6559838175229767	Time: 0.07s
+ssim of 0000023x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.908042289544499	Time: 0.08s
+ssim of 0000024x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4812655912007611	Time: 0.04s
+ssim of 0000025x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.7606350672872497	Time: 0.06s
+ssim of 0000026x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.8949556764150762	Time: 0.04s
+ssim of 0000027x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.7458397159497445	Time: 0.06s
+ssim of 0000028x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5250749359577842	Time: 0.05s
+ssim of 0000029x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6973998660274905	Time: 0.06s
+ssim of 0000030x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5135610260023319	Time: 0.10s
+ssim of 0000031x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.919094719121248	Time: 0.03s
+ssim of 0000032x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5436891522560016	Time: 0.09s
+ssim of 0000033x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.7083741543149795	Time: 0.04s
+ssim of 0000034x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6045957872960329	Time: 0.02s
+ssim of 0000035x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.8125896408953137	Time: 0.05s
+ssim of 0000036x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5739214530020476	Time: 0.05s
+ssim of 0000037x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.7015220770618821	Time: 0.09s
+ssim of 0000038x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6261949207978108	Time: 0.06s
+ssim of 0000039x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6796741848780823	Time: 0.09s
+ssim of 0000040x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.9028623772505742	Time: 0.03s
+ssim of 0000041x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6637170883885065	Time: 0.08s
+ssim of 0000042x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6023112841891194	Time: 0.04s
+ssim of 0000043x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.7699862386725691	Time: 0.12s
+ssim of 0000044x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6540605718336423	Time: 0.05s
+ssim of 0000045x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.8264229193067608	Time: 0.03s
+ssim of 0000046x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6961338634369141	Time: 0.11s
+ssim of 0000047x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5015353072644638	Time: 0.12s
+ssim of 0000048x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.769494020435449	Time: 0.24s
+ssim of 0000049x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6981227697284741	Time: 0.18s
+ssim of 0000050x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.8148260610925981	Time: 0.06s
+ssim of 0000051x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5699612170492713	Time: 0.05s
+ssim of 0000052x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6937476382959776	Time: 0.18s
+ssim of 0000053x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.8596176744877017	Time: 0.28s
+ssim of 0000054x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6913189235637694	Time: 0.07s
+ssim of 0000055x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.7457711430620498	Time: 0.05s
+ssim of 0000056x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.7684468375497576	Time: 0.09s
+ssim of 0000057x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.653421289388898	Time: 0.04s
+ssim of 0000058x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6382235236295528	Time: 0.14s
+ssim of 0000059x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5561766727722092	Time: 0.08s
+ssim of 0000060x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6758528554482442	Time: 0.08s
+ssim of 0000061x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.762051058541953	Time: 0.09s
+ssim of 0000062x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4613217036013329	Time: 0.08s
+ssim of 0000063x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5447433592115583	Time: 0.04s
+ssim of 0000064x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.8527062476403614	Time: 0.10s
+ssim of 0000065x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.7120291283125586	Time: 0.10s
+ssim of 0000066x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5580303343902444	Time: 0.08s
+ssim of 0000067x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6057851026117883	Time: 0.04s
+ssim of 0000068x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6358000653058543	Time: 0.07s
+ssim of 0000069x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.7543476338264249	Time: 0.07s
+ssim of 0000070x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.8683595253206275	Time: 0.07s
+ssim of 0000071x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.8831081248864299	Time: 0.05s
+ssim of 0000072x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5439544585773115	Time: 0.07s
+ssim of 0000073x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5621443491481277	Time: 0.08s
+ssim of 0000074x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.8837159165495054	Time: 0.08s
+ssim of 0000075x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.7514479751189705	Time: 0.07s
+ssim of 0000076x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.711230019855102	Time: 0.08s
+ssim of 0000077x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6463643838269528	Time: 0.03s
+ssim of 0000078x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.7679499936160922	Time: 0.07s
+ssim of 0000079x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6855751486368555	Time: 0.06s
+ssim of 0000080x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6971930771686576	Time: 0.08s
+ssim of 0000081x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6679326180533498	Time: 0.06s
+ssim of 0000082x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.515544366062578	Time: 0.07s
+ssim of 0000083x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.8387398769456783	Time: 0.07s
+ssim of 0000084x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.8408664075499203	Time: 0.04s
+ssim of 0000085x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6611338177192435	Time: 0.04s
+ssim of 0000086x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.7632292317232628	Time: 0.08s
+ssim of 0000087x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.7811067460754868	Time: 0.05s
+ssim of 0000088x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.7794239109824038	Time: 0.09s
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+ssim of 0000235x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.7943814009573738	Time: 0.04s
+ssim of 0000236x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6738023136031288	Time: 0.07s
+ssim of 0000237x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6181159784125306	Time: 0.04s
+ssim of 0000238x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6581720085205877	Time: 0.03s
+ssim of 0000239x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.7618844902337221	Time: 0.07s
+ssim of 0000240x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4538227632632128	Time: 0.05s
+ssim of 0000241x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.8316424132814445	Time: 0.13s
+ssim of 0000242x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.8335116070785056	Time: 0.07s
+ssim of 0000243x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6264258473757541	Time: 0.03s
+ssim of 0000244x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6603055217261308	Time: 0.04s
+ssim of 0000245x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6325178197617395	Time: 0.10s
+ssim of 0000246x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.8257667761665569	Time: 0.08s
+ssim of 0000247x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.7598663539650757	Time: 0.02s
+ssim of 0000248x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5311504526858358	Time: 0.13s
+ssim of 0000249x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.8681024082886193	Time: 0.09s
+ssim of 0000250x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6091553343824427	Time: 0.09s
+Average ssim score of 4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR/val_1/ with 250 images is: 0.6741115531324603
+Done! Results are in ssim_curated_lsdir.txt.
diff --git a/curated/visualization/LSDIR/log_ssim_lsdir.txt b/curated/visualization/LSDIR/log_ssim_lsdir.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3ca506a08ccd1db0db03df17016496408730c7da
--- /dev/null
+++ b/curated/visualization/LSDIR/log_ssim_lsdir.txt
@@ -0,0 +1,252 @@
+ssim of 0000001x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5817833194727543	Time: 0.24s
+ssim of 0000002x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.46868420171731834	Time: 0.07s
+ssim of 0000003x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6281162310168666	Time: 0.11s
+ssim of 0000004x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6763728244575965	Time: 0.05s
+ssim of 0000005x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.7412603436057542	Time: 0.15s
+ssim of 0000006x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4155016609464775	Time: 0.06s
+ssim of 0000007x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5449052366096989	Time: 0.06s
+ssim of 0000008x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6297526415771905	Time: 0.03s
+ssim of 0000009x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5291690401218716	Time: 0.05s
+ssim of 0000010x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.49716467515207646	Time: 0.06s
+ssim of 0000011x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5266505375864745	Time: 0.05s
+ssim of 0000012x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.7957597996480632	Time: 0.08s
+ssim of 0000013x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6747769398499782	Time: 0.10s
+ssim of 0000014x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.613982968705756	Time: 0.04s
+ssim of 0000015x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5509649392336571	Time: 0.04s
+ssim of 0000016x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6202688669129994	Time: 0.09s
+ssim of 0000017x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5055579609417693	Time: 0.05s
+ssim of 0000018x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.7580863286031433	Time: 0.10s
+ssim of 0000019x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6845450587000301	Time: 0.10s
+ssim of 0000020x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.7065448165257253	Time: 0.10s
+ssim of 0000021x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.7474584512282479	Time: 0.07s
+ssim of 0000022x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6539156247112122	Time: 0.07s
+ssim of 0000023x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.9075167433340343	Time: 0.08s
+ssim of 0000024x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4780967525106516	Time: 0.05s
+ssim of 0000025x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.7596678455609925	Time: 0.07s
+ssim of 0000026x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.8954232184126376	Time: 0.04s
+ssim of 0000027x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.7438387662857433	Time: 0.06s
+ssim of 0000028x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5249656002325982	Time: 0.05s
+ssim of 0000029x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.693039600114963	Time: 0.06s
+ssim of 0000030x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5099029517849453	Time: 0.09s
+ssim of 0000031x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.9188671562430774	Time: 0.03s
+ssim of 0000032x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5410698650683973	Time: 0.08s
+ssim of 0000033x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.7067032062590151	Time: 0.04s
+ssim of 0000034x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.604744785015146	Time: 0.02s
+ssim of 0000035x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.8111087045468519	Time: 0.05s
+ssim of 0000036x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5689272268272472	Time: 0.05s
+ssim of 0000037x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.7007518544658249	Time: 0.09s
+ssim of 0000038x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6249126337546999	Time: 0.07s
+ssim of 0000039x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6764328319778005	Time: 0.09s
+ssim of 0000040x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.901370367468178	Time: 0.04s
+ssim of 0000041x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6653095466588961	Time: 0.08s
+ssim of 0000042x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6012028868975144	Time: 0.04s
+ssim of 0000043x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.7678773232298649	Time: 0.12s
+ssim of 0000044x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6518336078152274	Time: 0.05s
+ssim of 0000045x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.8243858725710987	Time: 0.03s
+ssim of 0000046x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6951813085955676	Time: 0.11s
+ssim of 0000047x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.49673420514129324	Time: 0.13s
+ssim of 0000048x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.7690053391248121	Time: 0.25s
+ssim of 0000049x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6979940718006675	Time: 0.19s
+ssim of 0000050x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.81340316770858	Time: 0.06s
+ssim of 0000051x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5694567309137561	Time: 0.05s
+ssim of 0000052x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6921453374857962	Time: 0.19s
+ssim of 0000053x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.8584435224946508	Time: 0.28s
+ssim of 0000054x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6910631296852321	Time: 0.07s
+ssim of 0000055x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.7453429068814761	Time: 0.05s
+ssim of 0000056x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.7650722022943124	Time: 0.09s
+ssim of 0000057x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6500965144670827	Time: 0.04s
+ssim of 0000058x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6334932697907106	Time: 0.14s
+ssim of 0000059x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5537136767675442	Time: 0.08s
+ssim of 0000060x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6735418396934711	Time: 0.08s
+ssim of 0000061x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.7569310656658514	Time: 0.09s
+ssim of 0000062x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4571962210872364	Time: 0.08s
+ssim of 0000063x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5412734518177096	Time: 0.04s
+ssim of 0000064x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.8517123137750723	Time: 0.10s
+ssim of 0000065x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.7076703142678028	Time: 0.10s
+ssim of 0000066x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5532220471396595	Time: 0.07s
+ssim of 0000067x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6141498347055502	Time: 0.04s
+ssim of 0000068x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6426375647660797	Time: 0.07s
+ssim of 0000069x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.7524803523349761	Time: 0.07s
+ssim of 0000070x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.8665002749023017	Time: 0.07s
+ssim of 0000071x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.8828982539683206	Time: 0.05s
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+ssim of 0000073x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5583876168112812	Time: 0.08s
+ssim of 0000074x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.8820450486141966	Time: 0.08s
+ssim of 0000075x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.7494008034000205	Time: 0.07s
+ssim of 0000076x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.7101660083843357	Time: 0.08s
+ssim of 0000077x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6455700687229532	Time: 0.03s
+ssim of 0000078x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.7651837024357482	Time: 0.07s
+ssim of 0000079x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6830726403436053	Time: 0.06s
+ssim of 0000080x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6939945824394436	Time: 0.08s
+ssim of 0000081x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6676961414306175	Time: 0.06s
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+ssim of 0000083x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.8417995633602883	Time: 0.07s
+ssim of 0000084x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.8394878514830477	Time: 0.04s
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+ssim of 0000089x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.7002206681656149	Time: 0.04s
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+ssim of 0000131x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.7104502076285629	Time: 0.17s
+ssim of 0000132x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6962377393719029	Time: 0.07s
+ssim of 0000133x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.697873684937262	Time: 0.04s
+ssim of 0000134x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5556497356615994	Time: 0.07s
+ssim of 0000135x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.8345109553198562	Time: 0.05s
+ssim of 0000136x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.545604788743827	Time: 0.06s
+ssim of 0000137x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.45910205685130406	Time: 0.07s
+ssim of 0000138x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6319177111643043	Time: 0.08s
+ssim of 0000139x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5768607005896906	Time: 0.06s
+ssim of 0000140x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6492337146953882	Time: 0.12s
+ssim of 0000141x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.43866472093848136	Time: 0.04s
+ssim of 0000142x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.7166198329361738	Time: 0.04s
+ssim of 0000143x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.7382889194624798	Time: 0.05s
+ssim of 0000144x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.7938651131302625	Time: 0.08s
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+ssim of 0000146x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.8007369499148657	Time: 0.07s
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+ssim of 0000148x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.7693581553845001	Time: 0.05s
+ssim of 0000149x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.8642740833535932	Time: 0.07s
+ssim of 0000150x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.7652476803593485	Time: 0.08s
+ssim of 0000151x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.7442878077787791	Time: 0.05s
+ssim of 0000152x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.7831082630140699	Time: 0.04s
+ssim of 0000153x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.7458514451274393	Time: 0.09s
+ssim of 0000154x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6175778457665048	Time: 0.08s
+ssim of 0000155x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6638640952280159	Time: 0.03s
+ssim of 0000156x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.8227621960481063	Time: 0.05s
+ssim of 0000157x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.7938795040672685	Time: 0.03s
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+ssim of 0000161x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.7044193048814655	Time: 0.04s
+ssim of 0000162x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.9059736641688602	Time: 0.08s
+ssim of 0000163x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6951163969550683	Time: 0.08s
+ssim of 0000164x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.7953458921433002	Time: 0.12s
+ssim of 0000165x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.509551869931739	Time: 0.04s
+ssim of 0000166x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6843154001403057	Time: 0.11s
+ssim of 0000167x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5422768389686681	Time: 0.12s
+ssim of 0000168x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.862329131486121	Time: 0.12s
+ssim of 0000169x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.541477633926721	Time: 0.03s
+ssim of 0000170x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6530125537761091	Time: 0.03s
+ssim of 0000171x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6031953453600035	Time: 0.04s
+ssim of 0000172x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5376068699013273	Time: 0.06s
+ssim of 0000173x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.8990498221602863	Time: 0.07s
+ssim of 0000174x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5433434085980093	Time: 0.07s
+ssim of 0000175x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.7424787120449077	Time: 0.09s
+ssim of 0000176x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.7358738201539146	Time: 0.09s
+ssim of 0000177x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6812201533570517	Time: 0.05s
+ssim of 0000178x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6286643597408439	Time: 0.08s
+ssim of 0000179x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5959026016285446	Time: 0.27s
+ssim of 0000180x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6583765726573694	Time: 0.04s
+ssim of 0000181x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.759401836991551	Time: 0.09s
+ssim of 0000182x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4195192754428892	Time: 0.04s
+ssim of 0000183x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5623272213474186	Time: 0.05s
+ssim of 0000184x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.778038770803013	Time: 0.04s
+ssim of 0000185x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5803403980054459	Time: 0.10s
+ssim of 0000186x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5988740370573578	Time: 0.16s
+ssim of 0000187x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.8253894228220396	Time: 0.07s
+ssim of 0000188x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.39796076870618674	Time: 0.08s
+ssim of 0000189x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.476282251648611	Time: 0.08s
+ssim of 0000190x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.570371382088893	Time: 0.14s
+ssim of 0000191x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.8339863145624243	Time: 0.08s
+ssim of 0000192x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.7120530246690732	Time: 0.04s
+ssim of 0000193x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.437334573075719	Time: 0.05s
+ssim of 0000194x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6782695591147462	Time: 0.07s
+ssim of 0000195x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6245114571734078	Time: 0.08s
+ssim of 0000196x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.8132028873486189	Time: 0.07s
+ssim of 0000197x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6911778082592553	Time: 0.08s
+ssim of 0000198x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.8658747956339784	Time: 0.15s
+ssim of 0000199x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4962945944837887	Time: 0.05s
+ssim of 0000200x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4283929904788659	Time: 0.14s
+ssim of 0000201x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.626262546134646	Time: 0.19s
+ssim of 0000202x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6439070039741385	Time: 0.09s
+ssim of 0000203x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.7174728093499847	Time: 0.12s
+ssim of 0000204x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6981031008085493	Time: 0.13s
+ssim of 0000205x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.7496379316382666	Time: 0.06s
+ssim of 0000206x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6734037472654065	Time: 0.09s
+ssim of 0000207x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5956579364014637	Time: 0.08s
+ssim of 0000208x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.48684772664986287	Time: 0.04s
+ssim of 0000209x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5965500414647005	Time: 0.08s
+ssim of 0000210x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6458059988477856	Time: 0.08s
+ssim of 0000211x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6135568946942697	Time: 0.03s
+ssim of 0000212x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.9251136814445144	Time: 0.05s
+ssim of 0000213x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.8419350859247576	Time: 0.06s
+ssim of 0000214x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5339473329497716	Time: 0.02s
+ssim of 0000215x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6573781421608393	Time: 0.04s
+ssim of 0000216x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6658341453659651	Time: 0.04s
+ssim of 0000217x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.805932483126241	Time: 0.09s
+ssim of 0000218x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.8498976257904699	Time: 0.04s
+ssim of 0000219x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6768981433126411	Time: 0.09s
+ssim of 0000220x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6596196737120041	Time: 0.04s
+ssim of 0000221x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.7272916925732781	Time: 0.07s
+ssim of 0000222x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5934592573119722	Time: 0.04s
+ssim of 0000223x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5639465907721967	Time: 0.06s
+ssim of 0000224x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4602039388905728	Time: 0.06s
+ssim of 0000225x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.7729062457555002	Time: 0.05s
+ssim of 0000226x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.8614184224352913	Time: 0.06s
+ssim of 0000227x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.7834429610556103	Time: 0.03s
+ssim of 0000228x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6897351183587672	Time: 0.03s
+ssim of 0000229x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.8679249666827948	Time: 0.08s
+ssim of 0000230x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4459951407682221	Time: 0.05s
+ssim of 0000231x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6846165018401045	Time: 0.04s
+ssim of 0000232x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5999432844181974	Time: 0.05s
+ssim of 0000233x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.7734869133375173	Time: 0.05s
+ssim of 0000234x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.38368073656313234	Time: 0.07s
+ssim of 0000235x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.792056083219263	Time: 0.04s
+ssim of 0000236x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6723407851057386	Time: 0.07s
+ssim of 0000237x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6159701416834938	Time: 0.04s
+ssim of 0000238x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6586539795736368	Time: 0.03s
+ssim of 0000239x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.7614375451492612	Time: 0.07s
+ssim of 0000240x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.45134551551867497	Time: 0.05s
+ssim of 0000241x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.8308005082237472	Time: 0.13s
+ssim of 0000242x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.8318512655958082	Time: 0.07s
+ssim of 0000243x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6248316974849051	Time: 0.02s
+ssim of 0000244x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6582597466217328	Time: 0.04s
+ssim of 0000245x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6320618123579617	Time: 0.10s
+ssim of 0000246x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.8241683764162355	Time: 0.07s
+ssim of 0000247x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.7592192125366867	Time: 0.02s
+ssim of 0000248x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5330480414737118	Time: 0.14s
+ssim of 0000249x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.867812808332337	Time: 0.09s
+ssim of 0000250x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.605964761076628	Time: 0.08s
+Average ssim score of 4xDF2K_plksr_tiny_fp16_full_500k_LSDIR/val_1/ with 250 images is: 0.6726650632037506
+Done! Results are in ssim_lsdir.txt.
diff --git a/curated/visualization/LSDIR/log_topiq_fr_curated_lsdir.txt b/curated/visualization/LSDIR/log_topiq_fr_curated_lsdir.txt
new file mode 100644
index 0000000000000000000000000000000000000000..15b6e42d3dfdaac4e42491828e2d20e925b3be56
--- /dev/null
+++ b/curated/visualization/LSDIR/log_topiq_fr_curated_lsdir.txt
@@ -0,0 +1,253 @@
+Loading pretrained model CFANet from /home/phips/.cache/pyiqa/cfanet_fr_kadid_res50-2c4cc61d.pth
+topiq_fr of 0000001x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3972451090812683	Time: 0.61s
+topiq_fr of 0000002x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.36689555644989014	Time: 0.18s
+topiq_fr of 0000003x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4386056661605835	Time: 0.23s
+topiq_fr of 0000004x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4165721535682678	Time: 0.12s
+topiq_fr of 0000005x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.41532886028289795	Time: 0.34s
+topiq_fr of 0000006x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.36956676840782166	Time: 0.14s
+topiq_fr of 0000007x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3991076648235321	Time: 0.15s
+topiq_fr of 0000008x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.40677422285079956	Time: 0.09s
+topiq_fr of 0000009x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3745492398738861	Time: 0.13s
+topiq_fr of 0000010x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3880728483200073	Time: 0.16s
+topiq_fr of 0000011x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4618034064769745	Time: 0.14s
+topiq_fr of 0000012x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.41487056016921997	Time: 0.19s
+topiq_fr of 0000013x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5758009552955627	Time: 0.24s
+topiq_fr of 0000014x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4207161068916321	Time: 0.10s
+topiq_fr of 0000015x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3943932056427002	Time: 0.10s
+topiq_fr of 0000016x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.395956814289093	Time: 0.24s
+topiq_fr of 0000017x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.39569389820098877	Time: 0.14s
+topiq_fr of 0000018x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4236272871494293	Time: 0.26s
+topiq_fr of 0000019x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.37462157011032104	Time: 0.23s
+topiq_fr of 0000020x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4219127893447876	Time: 0.24s
+topiq_fr of 0000021x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4208677411079407	Time: 0.18s
+topiq_fr of 0000022x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4150550365447998	Time: 0.17s
+topiq_fr of 0000023x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5201277136802673	Time: 0.21s
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+topiq_fr of 0000164x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4935469627380371	Time: 0.31s
+topiq_fr of 0000165x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4270251393318176	Time: 0.11s
+topiq_fr of 0000166x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.45193421840667725	Time: 0.30s
+topiq_fr of 0000167x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.43997907638549805	Time: 0.31s
+topiq_fr of 0000168x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.6369323134422302	Time: 0.33s
+topiq_fr of 0000169x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.42904752492904663	Time: 0.10s
+topiq_fr of 0000170x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4321327805519104	Time: 0.09s
+topiq_fr of 0000171x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.411931574344635	Time: 0.11s
+topiq_fr of 0000172x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.41342926025390625	Time: 0.16s
+topiq_fr of 0000173x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5464523434638977	Time: 0.18s
+topiq_fr of 0000174x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.39728808403015137	Time: 0.20s
+topiq_fr of 0000175x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.41321003437042236	Time: 0.23s
+topiq_fr of 0000176x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4219855070114136	Time: 0.23s
+topiq_fr of 0000177x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4370308816432953	Time: 0.12s
+topiq_fr of 0000178x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.49627530574798584	Time: 0.24s
+topiq_fr of 0000179x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3695572316646576	Time: 0.67s
+topiq_fr of 0000180x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4087586998939514	Time: 0.10s
+topiq_fr of 0000181x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.45288845896720886	Time: 0.23s
+topiq_fr of 0000182x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4195857644081116	Time: 0.11s
+topiq_fr of 0000183x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.42992180585861206	Time: 0.12s
+topiq_fr of 0000184x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.46500569581985474	Time: 0.12s
+topiq_fr of 0000185x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4091585576534271	Time: 0.26s
+topiq_fr of 0000186x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.448859304189682	Time: 0.42s
+topiq_fr of 0000187x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5317431092262268	Time: 0.19s
+topiq_fr of 0000188x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3956643044948578	Time: 0.23s
+topiq_fr of 0000189x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4111318588256836	Time: 0.22s
+topiq_fr of 0000190x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.40479910373687744	Time: 0.37s
+topiq_fr of 0000191x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4668058753013611	Time: 0.20s
+topiq_fr of 0000192x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.49364620447158813	Time: 0.10s
+topiq_fr of 0000193x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3828912377357483	Time: 0.14s
+topiq_fr of 0000194x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3969306945800781	Time: 0.20s
+topiq_fr of 0000195x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.41164955496788025	Time: 0.20s
+topiq_fr of 0000196x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.49758273363113403	Time: 0.17s
+topiq_fr of 0000197x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4559187591075897	Time: 0.19s
+topiq_fr of 0000198x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4880281388759613	Time: 0.39s
+topiq_fr of 0000199x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3927333354949951	Time: 0.11s
+topiq_fr of 0000200x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3890405595302582	Time: 0.41s
+topiq_fr of 0000201x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4379591941833496	Time: 0.47s
+topiq_fr of 0000202x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.43540894985198975	Time: 0.25s
+topiq_fr of 0000203x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4517293870449066	Time: 0.32s
+topiq_fr of 0000204x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4502597451210022	Time: 0.34s
+topiq_fr of 0000205x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5818557739257812	Time: 0.16s
+topiq_fr of 0000206x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4115849733352661	Time: 0.24s
+topiq_fr of 0000207x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4148320257663727	Time: 0.19s
+topiq_fr of 0000208x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3611859679222107	Time: 0.11s
+topiq_fr of 0000209x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.42562079429626465	Time: 0.19s
+topiq_fr of 0000210x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.401248574256897	Time: 0.21s
+topiq_fr of 0000211x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.41353169083595276	Time: 0.09s
+topiq_fr of 0000212x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5529142618179321	Time: 0.12s
+topiq_fr of 0000213x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4451051354408264	Time: 0.19s
+topiq_fr of 0000214x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.38063883781433105	Time: 0.07s
+topiq_fr of 0000215x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.503564715385437	Time: 0.09s
+topiq_fr of 0000216x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4092004597187042	Time: 0.11s
+topiq_fr of 0000217x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5565793514251709	Time: 0.24s
+topiq_fr of 0000218x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5239978432655334	Time: 0.10s
+topiq_fr of 0000219x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4434087574481964	Time: 0.24s
+topiq_fr of 0000220x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4761279821395874	Time: 0.10s
+topiq_fr of 0000221x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.48390552401542664	Time: 0.19s
+topiq_fr of 0000222x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4637891352176666	Time: 0.11s
+topiq_fr of 0000223x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.37966179847717285	Time: 0.15s
+topiq_fr of 0000224x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.41313499212265015	Time: 0.18s
+topiq_fr of 0000225x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.45493239164352417	Time: 0.11s
+topiq_fr of 0000226x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4427891969680786	Time: 0.19s
+topiq_fr of 0000227x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.52195143699646	Time: 0.11s
+topiq_fr of 0000228x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4452717900276184	Time: 0.10s
+topiq_fr of 0000229x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.48426553606987	Time: 0.20s
+topiq_fr of 0000230x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.36807966232299805	Time: 0.13s
+topiq_fr of 0000231x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.43769317865371704	Time: 0.12s
+topiq_fr of 0000232x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.391873836517334	Time: 0.12s
+topiq_fr of 0000233x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4418447017669678	Time: 0.11s
+topiq_fr of 0000234x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4088561534881592	Time: 0.19s
+topiq_fr of 0000235x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5182157754898071	Time: 0.10s
+topiq_fr of 0000236x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4357617497444153	Time: 0.20s
+topiq_fr of 0000237x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.41107073426246643	Time: 0.10s
+topiq_fr of 0000238x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.43772903084754944	Time: 0.08s
+topiq_fr of 0000239x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.49410495162010193	Time: 0.18s
+topiq_fr of 0000240x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.36608272790908813	Time: 0.11s
+topiq_fr of 0000241x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5028858184814453	Time: 0.35s
+topiq_fr of 0000242x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.45203423500061035	Time: 0.18s
+topiq_fr of 0000243x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3886130452156067	Time: 0.07s
+topiq_fr of 0000244x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.40102019906044006	Time: 0.11s
+topiq_fr of 0000245x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5121582746505737	Time: 0.30s
+topiq_fr of 0000246x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.48019981384277344	Time: 0.19s
+topiq_fr of 0000247x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4449545443058014	Time: 0.07s
+topiq_fr of 0000248x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.44367149472236633	Time: 0.37s
+topiq_fr of 0000249x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5604474544525146	Time: 0.23s
+topiq_fr of 0000250x4_4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4184004068374634	Time: 0.22s
+Average topiq_fr score of 4xDF2K_curated_plksr_tiny_fp16_full_500k_LSDIR/val_1/ with 250 images is: 0.4385028238296509
+Done! Results are in topiq_fr_curated_lsdir.txt.
diff --git a/curated/visualization/LSDIR/log_topiq_fr_lsdir.txt b/curated/visualization/LSDIR/log_topiq_fr_lsdir.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9336d6a34477487b987cd24e87c8345ce7048eba
--- /dev/null
+++ b/curated/visualization/LSDIR/log_topiq_fr_lsdir.txt
@@ -0,0 +1,506 @@
+Loading pretrained model CFANet from /home/phips/.cache/pyiqa/cfanet_fr_kadid_res50-2c4cc61d.pth
+topiq_fr of 0000001x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.39491569995880127	Time: 0.62s
+topiq_fr of 0000002x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3650572597980499	Time: 0.18s
+topiq_fr of 0000003x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4370240867137909	Time: 0.23s
+topiq_fr of 0000004x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4131045937538147	Time: 0.13s
+topiq_fr of 0000005x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4121575355529785	Time: 0.35s
+topiq_fr of 0000006x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3676546812057495	Time: 0.15s
+topiq_fr of 0000007x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.39732593297958374	Time: 0.15s
+topiq_fr of 0000008x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.40130382776260376	Time: 0.10s
+topiq_fr of 0000009x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3719489872455597	Time: 0.13s
+topiq_fr of 0000010x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.38213545083999634	Time: 0.16s
+topiq_fr of 0000011x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4608096778392792	Time: 0.14s
+topiq_fr of 0000012x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4133681058883667	Time: 0.19s
+topiq_fr of 0000013x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5718198418617249	Time: 0.23s
+topiq_fr of 0000014x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.415260910987854	Time: 0.10s
+topiq_fr of 0000015x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3926487863063812	Time: 0.10s
+topiq_fr of 0000016x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3909185230731964	Time: 0.22s
+topiq_fr of 0000017x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3936716318130493	Time: 0.13s
+topiq_fr of 0000018x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.41911351680755615	Time: 0.25s
+topiq_fr of 0000019x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3727272152900696	Time: 0.24s
+topiq_fr of 0000020x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.41894975304603577	Time: 0.25s
+topiq_fr of 0000021x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.41823145747184753	Time: 0.19s
+topiq_fr of 0000022x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4115232229232788	Time: 0.18s
+topiq_fr of 0000023x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5158758759498596	Time: 0.22s
+topiq_fr of 0000024x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.38532453775405884	Time: 0.11s
+topiq_fr of 0000025x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4114472568035126	Time: 0.19s
+topiq_fr of 0000026x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5799526572227478	Time: 0.11s
+topiq_fr of 0000027x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.37573766708374023	Time: 0.17s
+topiq_fr of 0000028x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4160952568054199	Time: 0.11s
+topiq_fr of 0000029x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.43141603469848633	Time: 0.15s
+topiq_fr of 0000030x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.38744354248046875	Time: 0.23s
+topiq_fr of 0000031x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5631008744239807	Time: 0.09s
+topiq_fr of 0000032x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.38938674330711365	Time: 0.18s
+topiq_fr of 0000033x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.40037456154823303	Time: 0.11s
+topiq_fr of 0000034x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3838968276977539	Time: 0.07s
+topiq_fr of 0000035x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.44648081064224243	Time: 0.12s
+topiq_fr of 0000036x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.40524500608444214	Time: 0.11s
+topiq_fr of 0000037x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.40057170391082764	Time: 0.21s
+topiq_fr of 0000038x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.41261956095695496	Time: 0.17s
+topiq_fr of 0000039x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.38523149490356445	Time: 0.22s
+topiq_fr of 0000040x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5810884833335876	Time: 0.10s
+topiq_fr of 0000041x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.45534974336624146	Time: 0.20s
+topiq_fr of 0000042x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.40363091230392456	Time: 0.09s
+topiq_fr of 0000043x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.45749613642692566	Time: 0.31s
+topiq_fr of 0000044x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4113782048225403	Time: 0.12s
+topiq_fr of 0000045x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4633084535598755	Time: 0.09s
+topiq_fr of 0000046x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4301730990409851	Time: 0.32s
+topiq_fr of 0000047x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3956192135810852	Time: 0.33s
+topiq_fr of 0000048x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.45157864689826965	Time: 0.63s
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+topiq_fr of 0000197x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.45174986124038696	Time: 0.19s
+topiq_fr of 0000198x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4861499071121216	Time: 0.40s
+topiq_fr of 0000199x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.38957321643829346	Time: 0.11s
+topiq_fr of 0000200x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3859286904335022	Time: 0.39s
+topiq_fr of 0000201x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4361821711063385	Time: 0.47s
+topiq_fr of 0000202x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4301660656929016	Time: 0.23s
+topiq_fr of 0000203x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.44826221466064453	Time: 0.30s
+topiq_fr of 0000204x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.448287695646286	Time: 0.33s
+topiq_fr of 0000205x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.576188862323761	Time: 0.16s
+topiq_fr of 0000206x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4080791175365448	Time: 0.24s
+topiq_fr of 0000207x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.41125571727752686	Time: 0.23s
+topiq_fr of 0000208x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.357426255941391	Time: 0.11s
+topiq_fr of 0000209x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.42285987734794617	Time: 0.19s
+topiq_fr of 0000210x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.39881664514541626	Time: 0.20s
+topiq_fr of 0000211x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.411679208278656	Time: 0.09s
+topiq_fr of 0000212x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5473126173019409	Time: 0.12s
+topiq_fr of 0000213x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4444916248321533	Time: 0.19s
+topiq_fr of 0000214x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3792808949947357	Time: 0.07s
+topiq_fr of 0000215x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.49551355838775635	Time: 0.09s
+topiq_fr of 0000216x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.407589316368103	Time: 0.10s
+topiq_fr of 0000217x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5523142218589783	Time: 0.23s
+topiq_fr of 0000218x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5194462537765503	Time: 0.10s
+topiq_fr of 0000219x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4399101138114929	Time: 0.22s
+topiq_fr of 0000220x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4717177152633667	Time: 0.10s
+topiq_fr of 0000221x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4821907877922058	Time: 0.19s
+topiq_fr of 0000222x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.46293359994888306	Time: 0.11s
+topiq_fr of 0000223x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3780905306339264	Time: 0.15s
+topiq_fr of 0000224x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.40841376781463623	Time: 0.17s
+topiq_fr of 0000225x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.45043230056762695	Time: 0.12s
+topiq_fr of 0000226x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.44154953956604004	Time: 0.18s
+topiq_fr of 0000227x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5134193301200867	Time: 0.09s
+topiq_fr of 0000228x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.444109171628952	Time: 0.08s
+topiq_fr of 0000229x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4806804060935974	Time: 0.20s
+topiq_fr of 0000230x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3675060272216797	Time: 0.13s
+topiq_fr of 0000231x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.43533265590667725	Time: 0.11s
+topiq_fr of 0000232x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3887697458267212	Time: 0.12s
+topiq_fr of 0000233x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.43948155641555786	Time: 0.11s
+topiq_fr of 0000234x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4056316018104553	Time: 0.17s
+topiq_fr of 0000235x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5143841505050659	Time: 0.09s
+topiq_fr of 0000236x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4329111576080322	Time: 0.18s
+topiq_fr of 0000237x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.40928012132644653	Time: 0.10s
+topiq_fr of 0000238x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.43511736392974854	Time: 0.08s
+topiq_fr of 0000239x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.49262139201164246	Time: 0.19s
+topiq_fr of 0000240x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3638424277305603	Time: 0.12s
+topiq_fr of 0000241x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4993065595626831	Time: 0.36s
+topiq_fr of 0000242x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.44910648465156555	Time: 0.19s
+topiq_fr of 0000243x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3863811194896698	Time: 0.07s
+topiq_fr of 0000244x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4003792107105255	Time: 0.11s
+topiq_fr of 0000245x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5094928741455078	Time: 0.29s
+topiq_fr of 0000246x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.47776341438293457	Time: 0.20s
+topiq_fr of 0000247x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.44245976209640503	Time: 0.08s
+topiq_fr of 0000248x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4445400834083557	Time: 0.36s
+topiq_fr of 0000249x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5524100065231323	Time: 0.22s
+topiq_fr of 0000250x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4139559268951416	Time: 0.21s
+Average topiq_fr score of 4xDF2K_plksr_tiny_fp16_full_500k_LSDIR/val_1/ with 250 images is: 0.43540541088581086
+Done! Results are in topiq_fr_lsdir.txt.
+Loading pretrained model CFANet from /home/phips/.cache/pyiqa/cfanet_fr_kadid_res50-2c4cc61d.pth
+topiq_fr of 0000001x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.39491569995880127	Time: 0.57s
+topiq_fr of 0000002x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3650572597980499	Time: 0.18s
+topiq_fr of 0000003x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4370240867137909	Time: 0.24s
+topiq_fr of 0000004x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4131045937538147	Time: 0.12s
+topiq_fr of 0000005x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4121575355529785	Time: 0.34s
+topiq_fr of 0000006x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3676546812057495	Time: 0.14s
+topiq_fr of 0000007x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.39732593297958374	Time: 0.15s
+topiq_fr of 0000008x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.40130382776260376	Time: 0.10s
+topiq_fr of 0000009x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3719489872455597	Time: 0.13s
+topiq_fr of 0000010x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.38213545083999634	Time: 0.16s
+topiq_fr of 0000011x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4608096778392792	Time: 0.14s
+topiq_fr of 0000012x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4133681058883667	Time: 0.20s
+topiq_fr of 0000013x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5718198418617249	Time: 0.23s
+topiq_fr of 0000014x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.415260910987854	Time: 0.11s
+topiq_fr of 0000015x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3926487863063812	Time: 0.10s
+topiq_fr of 0000016x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3909185230731964	Time: 0.22s
+topiq_fr of 0000017x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3936716318130493	Time: 0.13s
+topiq_fr of 0000018x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.41911351680755615	Time: 0.25s
+topiq_fr of 0000019x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3727272152900696	Time: 0.24s
+topiq_fr of 0000020x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.41894975304603577	Time: 0.24s
+topiq_fr of 0000021x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.41823145747184753	Time: 0.18s
+topiq_fr of 0000022x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4115232229232788	Time: 0.17s
+topiq_fr of 0000023x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5158758759498596	Time: 0.22s
+topiq_fr of 0000024x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.38532453775405884	Time: 0.11s
+topiq_fr of 0000025x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4114472568035126	Time: 0.18s
+topiq_fr of 0000026x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5799526572227478	Time: 0.12s
+topiq_fr of 0000027x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.37573766708374023	Time: 0.17s
+topiq_fr of 0000028x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4160952568054199	Time: 0.11s
+topiq_fr of 0000029x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.43141603469848633	Time: 0.16s
+topiq_fr of 0000030x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.38744354248046875	Time: 0.23s
+topiq_fr of 0000031x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5631008744239807	Time: 0.10s
+topiq_fr of 0000032x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.38938674330711365	Time: 0.18s
+topiq_fr of 0000033x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.40037456154823303	Time: 0.11s
+topiq_fr of 0000034x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3838968276977539	Time: 0.08s
+topiq_fr of 0000035x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.44648081064224243	Time: 0.12s
+topiq_fr of 0000036x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.40524500608444214	Time: 0.12s
+topiq_fr of 0000037x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.40057170391082764	Time: 0.23s
+topiq_fr of 0000038x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.41261956095695496	Time: 0.20s
+topiq_fr of 0000039x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.38523149490356445	Time: 0.25s
+topiq_fr of 0000040x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5810884833335876	Time: 0.11s
+topiq_fr of 0000041x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.45534974336624146	Time: 0.23s
+topiq_fr of 0000042x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.40363091230392456	Time: 0.10s
+topiq_fr of 0000043x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.45749613642692566	Time: 0.32s
+topiq_fr of 0000044x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4113782048225403	Time: 0.12s
+topiq_fr of 0000045x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4633084535598755	Time: 0.09s
+topiq_fr of 0000046x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4301730990409851	Time: 0.32s
+topiq_fr of 0000047x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3956192135810852	Time: 0.33s
+topiq_fr of 0000048x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.45157864689826965	Time: 0.62s
+topiq_fr of 0000049x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4286041259765625	Time: 0.50s
+topiq_fr of 0000050x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.44731828570365906	Time: 0.16s
+topiq_fr of 0000051x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4281198978424072	Time: 0.12s
+topiq_fr of 0000052x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.46014243364334106	Time: 0.48s
+topiq_fr of 0000053x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5104633569717407	Time: 0.69s
+topiq_fr of 0000054x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4182101786136627	Time: 0.19s
+topiq_fr of 0000055x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4234775900840759	Time: 0.14s
+topiq_fr of 0000056x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.453637957572937	Time: 0.23s
+topiq_fr of 0000057x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.435014545917511	Time: 0.09s
+topiq_fr of 0000058x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3845100998878479	Time: 0.34s
+topiq_fr of 0000059x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.40879714488983154	Time: 0.22s
+topiq_fr of 0000060x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.44933098554611206	Time: 0.22s
+topiq_fr of 0000061x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.40130841732025146	Time: 0.23s
+topiq_fr of 0000062x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.36851224303245544	Time: 0.19s
+topiq_fr of 0000063x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.362143874168396	Time: 0.11s
+topiq_fr of 0000064x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5040937662124634	Time: 0.27s
+topiq_fr of 0000065x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.47190266847610474	Time: 0.26s
+topiq_fr of 0000066x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.45959293842315674	Time: 0.20s
+topiq_fr of 0000067x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4366188049316406	Time: 0.12s
+topiq_fr of 0000068x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5117461681365967	Time: 0.18s
+topiq_fr of 0000069x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5152337551116943	Time: 0.17s
+topiq_fr of 0000070x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5465671420097351	Time: 0.21s
+topiq_fr of 0000071x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4593462347984314	Time: 0.15s
+topiq_fr of 0000072x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.43757879734039307	Time: 0.18s
+topiq_fr of 0000073x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.41024166345596313	Time: 0.19s
+topiq_fr of 0000074x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5134249329566956	Time: 0.20s
+topiq_fr of 0000075x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.42929333448410034	Time: 0.17s
+topiq_fr of 0000076x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.42301511764526367	Time: 0.22s
+topiq_fr of 0000077x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.39871111512184143	Time: 0.09s
+topiq_fr of 0000078x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5026872158050537	Time: 0.16s
+topiq_fr of 0000079x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.38162216544151306	Time: 0.16s
+topiq_fr of 0000080x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.41556063294410706	Time: 0.21s
+topiq_fr of 0000081x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.378260999917984	Time: 0.16s
+topiq_fr of 0000082x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.38864386081695557	Time: 0.18s
+topiq_fr of 0000083x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4473804533481598	Time: 0.18s
+topiq_fr of 0000084x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.553080141544342	Time: 0.10s
+topiq_fr of 0000085x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4302430748939514	Time: 0.11s
+topiq_fr of 0000086x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4599372446537018	Time: 0.20s
+topiq_fr of 0000087x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5037024021148682	Time: 0.12s
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+topiq_fr of 0000236x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4329111576080322	Time: 0.17s
+topiq_fr of 0000237x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.40928012132644653	Time: 0.10s
+topiq_fr of 0000238x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.43511736392974854	Time: 0.09s
+topiq_fr of 0000239x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.49262139201164246	Time: 0.21s
+topiq_fr of 0000240x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3638424277305603	Time: 0.12s
+topiq_fr of 0000241x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4993065595626831	Time: 0.36s
+topiq_fr of 0000242x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.44910648465156555	Time: 0.19s
+topiq_fr of 0000243x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.3863811194896698	Time: 0.07s
+topiq_fr of 0000244x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4003792107105255	Time: 0.11s
+topiq_fr of 0000245x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5094928741455078	Time: 0.28s
+topiq_fr of 0000246x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.47776341438293457	Time: 0.19s
+topiq_fr of 0000247x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.44245976209640503	Time: 0.07s
+topiq_fr of 0000248x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4445400834083557	Time: 0.35s
+topiq_fr of 0000249x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.5524100065231323	Time: 0.22s
+topiq_fr of 0000250x4_4xDF2K_plksr_tiny_fp16_full_500k_LSDIR.png: 0.4139559268951416	Time: 0.22s
+Average topiq_fr score of 4xDF2K_plksr_tiny_fp16_full_500k_LSDIR/val_1/ with 250 images is: 0.43540541088581086
+Done! Results are in topiq_fr_lsdir.txt.
diff --git a/curated/visualization/LSDIR/psnr_curated_lsdir.txt b/curated/visualization/LSDIR/psnr_curated_lsdir.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6e5b4ca6dbb269a53542b66650c5dca11b4433cf
--- /dev/null
+++ b/curated/visualization/LSDIR/psnr_curated_lsdir.txt
@@ -0,0 +1,250 @@
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diff --git a/curated/visualization/LSDIR/psnr_lsdir.txt b/curated/visualization/LSDIR/psnr_lsdir.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7ab032708f6c8165d1c1c079b6a5b801a3a7ac3a
--- /dev/null
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diff --git a/curated/visualization/LSDIR/ssim_curated_lsdir.txt b/curated/visualization/LSDIR/ssim_curated_lsdir.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7c4ea9609ce735ba9a0029a7f6a9cf94bccafd00
--- /dev/null
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diff --git a/curated/visualization/LSDIR/ssim_lsdir.txt b/curated/visualization/LSDIR/ssim_lsdir.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8afee472082ca44430113a7ed0b86969a2b8c4f7
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diff --git a/curated/visualization/LSDIR/topiq_fr_curated_lsdir.txt b/curated/visualization/LSDIR/topiq_fr_curated_lsdir.txt
new file mode 100644
index 0000000000000000000000000000000000000000..63224a6afff24c30e2ce70e695a9160569d4a5e6
--- /dev/null
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diff --git a/curated/visualization/LSDIR/topiq_fr_lsdir.txt b/curated/visualization/LSDIR/topiq_fr_lsdir.txt
new file mode 100644
index 0000000000000000000000000000000000000000..183f82c3c27281f0925ce902238f4da4fb306fc3
--- /dev/null
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+2024-10-10 08:59:38,209 INFO: Dataset [single] is built.
+2024-10-10 08:59:38,210 INFO: Number of test images in val_1: 100
+2024-10-10 08:59:38,754 INFO: Using network [plksr].
+2024-10-10 08:59:38,818 INFO: Loading plksr model from /home/phips/Documents/Github/neosr/experiments/4xDF2K_curated_plksr_tiny_fp16_full/models/net_g_500000.pth, with param key: [params].
+2024-10-10 08:59:38,864 INFO: Using model [image].
+2024-10-10 08:59:38,865 INFO: Testing val_1...
+2024-10-10 09:00:27,495 INFO: Inference took 48.63 seconds, at 2.06 fps.
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+2024-10-10 09:00:45,158 INFO: Number of test images in val_1: 100
+2024-10-10 09:00:45,322 INFO: Using network [plksr].
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+2024-10-10 09:00:45,421 INFO: Testing val_1...
+2024-10-10 09:01:14,117 INFO: Inference took 28.70 seconds, at 3.48 fps.
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+++ b/curated/visualization/Urban100/log_ahiq_Urban100.txt
@@ -0,0 +1,102 @@
+ahiq of img_001_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.29037514328956604	Time: 2.00s
+ahiq of img_002_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.36706724762916565	Time: 1.73s
+ahiq of img_003_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.3169366419315338	Time: 1.71s
+ahiq of img_004_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.29214006662368774	Time: 1.70s
+ahiq of img_005_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.3407420516014099	Time: 1.73s
+ahiq of img_006_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.29284507036209106	Time: 1.84s
+ahiq of img_007_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.3507066071033478	Time: 1.82s
+ahiq of img_008_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.3995650112628937	Time: 1.74s
+ahiq of img_009_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.4314422607421875	Time: 1.85s
+ahiq of img_010_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.45941534638404846	Time: 1.81s
+ahiq of img_011_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.2625802159309387	Time: 1.79s
+ahiq of img_012_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.32884955406188965	Time: 1.80s
+ahiq of img_013_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.3379286825656891	Time: 1.79s
+ahiq of img_014_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.37362733483314514	Time: 1.84s
+ahiq of img_015_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.34599193930625916	Time: 1.80s
+ahiq of img_016_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.4310629069805145	Time: 1.83s
+ahiq of img_017_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.37921378016471863	Time: 1.72s
+ahiq of img_018_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.3382357954978943	Time: 1.73s
+ahiq of img_019_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.3531497120857239	Time: 1.77s
+ahiq of img_020_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.3569950759410858	Time: 1.74s
+ahiq of img_021_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.3280271589756012	Time: 1.73s
+ahiq of img_022_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.3408770263195038	Time: 1.71s
+ahiq of img_023_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.39940640330314636	Time: 1.79s
+ahiq of img_024_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.3303552567958832	Time: 1.71s
+ahiq of img_025_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.35867390036582947	Time: 1.75s
+ahiq of img_026_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.3847372233867645	Time: 1.76s
+ahiq of img_027_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.3082728981971741	Time: 1.78s
+ahiq of img_028_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.3281857371330261	Time: 1.77s
+ahiq of img_029_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.3558672368526459	Time: 1.82s
+ahiq of img_030_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.33961915969848633	Time: 1.81s
+ahiq of img_031_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.3495376706123352	Time: 1.83s
+ahiq of img_032_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.3955463469028473	Time: 1.88s
+ahiq of img_033_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.33071979880332947	Time: 1.80s
+ahiq of img_034_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.36888495087623596	Time: 1.81s
+ahiq of img_035_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.34972187876701355	Time: 1.86s
+ahiq of img_036_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.3571431338787079	Time: 1.80s
+ahiq of img_037_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.3783102035522461	Time: 1.84s
+ahiq of img_038_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.39857691526412964	Time: 1.80s
+ahiq of img_039_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.39724186062812805	Time: 1.83s
+ahiq of img_040_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.3352496922016144	Time: 1.78s
+ahiq of img_041_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.29585257172584534	Time: 1.80s
+ahiq of img_042_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.3827066719532013	Time: 1.83s
+ahiq of img_043_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.2953544855117798	Time: 1.89s
+ahiq of img_044_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.3893720805644989	Time: 1.80s
+ahiq of img_045_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.434319406747818	Time: 1.80s
+ahiq of img_046_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.3820590674877167	Time: 1.81s
+ahiq of img_047_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.36562418937683105	Time: 1.73s
+ahiq of img_048_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.3730890452861786	Time: 1.73s
+ahiq of img_049_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.31058984994888306	Time: 1.78s
+ahiq of img_050_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.34843918681144714	Time: 1.76s
+ahiq of img_051_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.37743255496025085	Time: 1.77s
+ahiq of img_052_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.40463876724243164	Time: 1.77s
+ahiq of img_053_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.3253023624420166	Time: 1.77s
+ahiq of img_054_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.3466530442237854	Time: 1.72s
+ahiq of img_055_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.3809199333190918	Time: 1.73s
+ahiq of img_056_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.3146936893463135	Time: 1.73s
+ahiq of img_057_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.3508901596069336	Time: 1.72s
+ahiq of img_058_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.3576710522174835	Time: 1.72s
+ahiq of img_059_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.39299771189689636	Time: 1.81s
+ahiq of img_060_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.3249896466732025	Time: 1.72s
+ahiq of img_061_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.33981138467788696	Time: 1.72s
+ahiq of img_062_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.3560902774333954	Time: 1.72s
+ahiq of img_063_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.32889190316200256	Time: 1.74s
+ahiq of img_064_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.3839063346385956	Time: 1.73s
+ahiq of img_065_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.35387566685676575	Time: 1.74s
+ahiq of img_066_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.33616065979003906	Time: 1.73s
+ahiq of img_067_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.25333067774772644	Time: 1.72s
+ahiq of img_068_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.3925985097885132	Time: 1.73s
+ahiq of img_069_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.3266907334327698	Time: 1.74s
+ahiq of img_070_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.3273099660873413	Time: 1.72s
+ahiq of img_071_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.36690136790275574	Time: 1.73s
+ahiq of img_072_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.27493569254875183	Time: 1.73s
+ahiq of img_073_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.2736828923225403	Time: 1.74s
+ahiq of img_074_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.35873979330062866	Time: 1.73s
+ahiq of img_075_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.3346415162086487	Time: 1.74s
+ahiq of img_076_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.31921693682670593	Time: 1.74s
+ahiq of img_077_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.30304381251335144	Time: 1.73s
+ahiq of img_078_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.2793607711791992	Time: 1.73s
+ahiq of img_079_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.34509822726249695	Time: 1.72s
+ahiq of img_080_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.4550956189632416	Time: 1.72s
+ahiq of img_081_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.38169723749160767	Time: 1.73s
+ahiq of img_082_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.3334231972694397	Time: 1.74s
+ahiq of img_083_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.32008466124534607	Time: 1.75s
+ahiq of img_084_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.3273303210735321	Time: 1.75s
+ahiq of img_085_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.3414306938648224	Time: 1.73s
+ahiq of img_086_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.3344263434410095	Time: 1.72s
+ahiq of img_087_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.36832374334335327	Time: 1.74s
+ahiq of img_088_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.2892618775367737	Time: 1.72s
+ahiq of img_089_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.33216872811317444	Time: 1.73s
+ahiq of img_090_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.40092048048973083	Time: 1.71s
+ahiq of img_091_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.4098757803440094	Time: 1.71s
+ahiq of img_092_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.30248594284057617	Time: 1.72s
+ahiq of img_093_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.36137518286705017	Time: 1.73s
+ahiq of img_094_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.3448253870010376	Time: 1.73s
+ahiq of img_095_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.32542094588279724	Time: 1.74s
+ahiq of img_096_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.36745691299438477	Time: 1.74s
+ahiq of img_097_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.34856218099594116	Time: 1.72s
+ahiq of img_098_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.3131890296936035	Time: 1.74s
+ahiq of img_099_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.34843918681144714	Time: 1.74s
+ahiq of img_100_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.36305657029151917	Time: 1.76s
+Average ahiq score of 4xDF2K_plksr_tiny_fp16_full_500k_Urban100/val_1/ with 100 images is: 0.34960557520389557
+Done! Results are in ahiq_Urban100.txt.
diff --git a/curated/visualization/Urban100/log_ahiq_curated_Urban100.txt b/curated/visualization/Urban100/log_ahiq_curated_Urban100.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1f9fc5b4fddc11cbb3d742529361913040d81259
--- /dev/null
+++ b/curated/visualization/Urban100/log_ahiq_curated_Urban100.txt
@@ -0,0 +1,102 @@
+ahiq of img_001_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.28971701860427856	Time: 1.98s
+ahiq of img_002_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.36413392424583435	Time: 1.75s
+ahiq of img_003_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.31613457202911377	Time: 1.83s
+ahiq of img_004_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.2925204336643219	Time: 1.72s
+ahiq of img_005_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.3525213599205017	Time: 1.72s
+ahiq of img_006_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.29085859656333923	Time: 1.80s
+ahiq of img_007_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.3535721004009247	Time: 1.72s
+ahiq of img_008_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.3997642993927002	Time: 1.73s
+ahiq of img_009_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.43392154574394226	Time: 1.76s
+ahiq of img_010_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.4586848318576813	Time: 1.81s
+ahiq of img_011_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.273188978433609	Time: 1.73s
+ahiq of img_012_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.32995179295539856	Time: 1.72s
+ahiq of img_013_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.3380461633205414	Time: 1.72s
+ahiq of img_014_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.3761497139930725	Time: 1.80s
+ahiq of img_015_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.34319719672203064	Time: 1.82s
+ahiq of img_016_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.434344619512558	Time: 1.76s
+ahiq of img_017_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.37916311621665955	Time: 1.77s
+ahiq of img_018_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.34240075945854187	Time: 1.72s
+ahiq of img_019_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.3502670228481293	Time: 1.71s
+ahiq of img_020_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.3627186417579651	Time: 1.74s
+ahiq of img_021_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.3268655240535736	Time: 1.72s
+ahiq of img_022_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.34088197350502014	Time: 1.75s
+ahiq of img_023_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.396977961063385	Time: 1.75s
+ahiq of img_024_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.3323393762111664	Time: 1.73s
+ahiq of img_025_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.35568323731422424	Time: 1.77s
+ahiq of img_026_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.3875921368598938	Time: 1.74s
+ahiq of img_027_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.30816003680229187	Time: 1.74s
+ahiq of img_028_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.3308245837688446	Time: 1.85s
+ahiq of img_029_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.3563843071460724	Time: 1.82s
+ahiq of img_030_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.34207063913345337	Time: 1.84s
+ahiq of img_031_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.35266563296318054	Time: 1.81s
+ahiq of img_032_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.39704522490501404	Time: 1.81s
+ahiq of img_033_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.3349812924861908	Time: 1.80s
+ahiq of img_034_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.370400607585907	Time: 1.82s
+ahiq of img_035_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.35215112566947937	Time: 1.80s
+ahiq of img_036_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.35947149991989136	Time: 1.81s
+ahiq of img_037_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.3779841959476471	Time: 1.83s
+ahiq of img_038_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.39387163519859314	Time: 1.88s
+ahiq of img_039_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.4007816016674042	Time: 1.82s
+ahiq of img_040_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.3356797397136688	Time: 1.88s
+ahiq of img_041_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.29621243476867676	Time: 1.82s
+ahiq of img_042_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.3808741569519043	Time: 1.78s
+ahiq of img_043_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.29787254333496094	Time: 1.73s
+ahiq of img_044_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.38974347710609436	Time: 1.79s
+ahiq of img_045_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.4407443702220917	Time: 1.83s
+ahiq of img_046_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.38436633348464966	Time: 1.83s
+ahiq of img_047_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.36298996210098267	Time: 1.84s
+ahiq of img_048_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.3889623284339905	Time: 1.81s
+ahiq of img_049_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.3130321204662323	Time: 1.80s
+ahiq of img_050_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.35436782240867615	Time: 1.75s
+ahiq of img_051_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.3820550739765167	Time: 1.79s
+ahiq of img_052_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.40147972106933594	Time: 1.74s
+ahiq of img_053_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.3274454176425934	Time: 1.78s
+ahiq of img_054_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.349442720413208	Time: 1.77s
+ahiq of img_055_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.38739845156669617	Time: 1.78s
+ahiq of img_056_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.31813690066337585	Time: 1.76s
+ahiq of img_057_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.3499060571193695	Time: 1.74s
+ahiq of img_058_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.3585226237773895	Time: 1.73s
+ahiq of img_059_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.3918311595916748	Time: 1.76s
+ahiq of img_060_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.32729703187942505	Time: 1.77s
+ahiq of img_061_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.3566364347934723	Time: 1.72s
+ahiq of img_062_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.3561133146286011	Time: 1.72s
+ahiq of img_063_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.3336576521396637	Time: 1.74s
+ahiq of img_064_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.3881075978279114	Time: 1.73s
+ahiq of img_065_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.358812540769577	Time: 1.77s
+ahiq of img_066_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.3379974365234375	Time: 1.78s
+ahiq of img_067_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.25164487957954407	Time: 1.81s
+ahiq of img_068_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.39310532808303833	Time: 1.82s
+ahiq of img_069_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.32646670937538147	Time: 1.79s
+ahiq of img_070_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.3287293612957001	Time: 1.72s
+ahiq of img_071_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.3586644232273102	Time: 1.72s
+ahiq of img_072_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.27247896790504456	Time: 1.76s
+ahiq of img_073_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.2790418267250061	Time: 1.76s
+ahiq of img_074_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.37004145979881287	Time: 1.80s
+ahiq of img_075_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.334015429019928	Time: 1.73s
+ahiq of img_076_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.3183979094028473	Time: 1.77s
+ahiq of img_077_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.30411988496780396	Time: 1.77s
+ahiq of img_078_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.2789169251918793	Time: 1.77s
+ahiq of img_079_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.3490060269832611	Time: 1.76s
+ahiq of img_080_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.45672807097435	Time: 1.78s
+ahiq of img_081_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.3856544494628906	Time: 1.74s
+ahiq of img_082_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.3306456208229065	Time: 1.79s
+ahiq of img_083_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.323417991399765	Time: 1.80s
+ahiq of img_084_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.330493301153183	Time: 1.86s
+ahiq of img_085_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.34135299921035767	Time: 1.83s
+ahiq of img_086_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.33531519770622253	Time: 1.82s
+ahiq of img_087_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.371128648519516	Time: 1.84s
+ahiq of img_088_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.290664404630661	Time: 1.85s
+ahiq of img_089_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.33426791429519653	Time: 1.84s
+ahiq of img_090_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.40199413895606995	Time: 1.77s
+ahiq of img_091_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.40646401047706604	Time: 1.78s
+ahiq of img_092_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.29966282844543457	Time: 1.72s
+ahiq of img_093_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.36015257239341736	Time: 1.73s
+ahiq of img_094_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.3463662266731262	Time: 1.73s
+ahiq of img_095_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.3333388864994049	Time: 1.72s
+ahiq of img_096_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.3264685869216919	Time: 1.73s
+ahiq of img_097_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.35861799120903015	Time: 1.72s
+ahiq of img_098_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.3137020766735077	Time: 1.72s
+ahiq of img_099_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.3540537357330322	Time: 1.73s
+ahiq of img_100_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.3635166585445404	Time: 1.74s
+Average ahiq score of 4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100/val_1/ with 100 images is: 0.3509671014547348
+Done! Results are in ahiq_curated_Urban100.txt.
diff --git a/curated/visualization/Urban100/log_dists_Urban100.txt b/curated/visualization/Urban100/log_dists_Urban100.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c9f3838b7afc6cf153bc86d3249a5db0c9d8f0db
--- /dev/null
+++ b/curated/visualization/Urban100/log_dists_Urban100.txt
@@ -0,0 +1,103 @@
+Loading pretrained model DISTS from /home/phips/.cache/pyiqa/DISTS_weights-f5e65c96.pth
+dists of img_001_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.28559786081314087	Time: 0.36s
+dists of img_002_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.22818619012832642	Time: 0.19s
+dists of img_003_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.23279762268066406	Time: 0.16s
+dists of img_004_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.20696955919265747	Time: 0.16s
+dists of img_005_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.19885456562042236	Time: 0.18s
+dists of img_006_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.24409574270248413	Time: 0.24s
+dists of img_007_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.1668689250946045	Time: 0.17s
+dists of img_008_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.2615508437156677	Time: 0.14s
+dists of img_009_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.21683430671691895	Time: 0.18s
+dists of img_010_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.23060309886932373	Time: 0.18s
+dists of img_011_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.258014976978302	Time: 0.13s
+dists of img_012_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.21875512599945068	Time: 0.17s
+dists of img_013_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.21016591787338257	Time: 0.17s
+dists of img_014_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.26385247707366943	Time: 0.23s
+dists of img_015_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.21746468544006348	Time: 0.18s
+dists of img_016_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.21241998672485352	Time: 0.22s
+dists of img_017_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.20768553018569946	Time: 0.16s
+dists of img_018_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.15416425466537476	Time: 0.18s
+dists of img_019_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.25358957052230835	Time: 0.15s
+dists of img_020_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.20111018419265747	Time: 0.27s
+dists of img_021_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.18999850749969482	Time: 0.21s
+dists of img_022_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.3045509457588196	Time: 0.15s
+dists of img_023_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.1772686243057251	Time: 0.23s
+dists of img_024_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.21759271621704102	Time: 0.15s
+dists of img_025_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.2547234892845154	Time: 0.16s
+dists of img_026_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.2898162603378296	Time: 0.18s
+dists of img_027_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.24998372793197632	Time: 0.19s
+dists of img_028_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.27453601360321045	Time: 0.15s
+dists of img_029_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.2530447840690613	Time: 0.16s
+dists of img_030_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.241921067237854	Time: 0.16s
+dists of img_031_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.20947790145874023	Time: 0.15s
+dists of img_032_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.21549832820892334	Time: 0.15s
+dists of img_033_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.2586367130279541	Time: 0.15s
+dists of img_034_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.26263678073883057	Time: 0.15s
+dists of img_035_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.2267182469367981	Time: 0.15s
+dists of img_036_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.25259608030319214	Time: 0.15s
+dists of img_037_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.17877274751663208	Time: 0.17s
+dists of img_038_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.23430079221725464	Time: 0.18s
+dists of img_039_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.26457154750823975	Time: 0.17s
+dists of img_040_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.2494978904724121	Time: 0.13s
+dists of img_041_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.25509965419769287	Time: 0.15s
+dists of img_042_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.23180443048477173	Time: 0.15s
+dists of img_043_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.24565255641937256	Time: 0.15s
+dists of img_044_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.15366899967193604	Time: 0.16s
+dists of img_045_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.2683444023132324	Time: 0.20s
+dists of img_046_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.24611568450927734	Time: 0.17s
+dists of img_047_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.24303627014160156	Time: 0.14s
+dists of img_048_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.22439193725585938	Time: 0.16s
+dists of img_049_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.24615275859832764	Time: 0.17s
+dists of img_050_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.2718343734741211	Time: 0.16s
+dists of img_051_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.18737006187438965	Time: 0.16s
+dists of img_052_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.23767471313476562	Time: 0.17s
+dists of img_053_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.2361704707145691	Time: 0.15s
+dists of img_054_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.27876371145248413	Time: 0.16s
+dists of img_055_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.17850255966186523	Time: 0.19s
+dists of img_056_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.23112744092941284	Time: 0.20s
+dists of img_057_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.2190788984298706	Time: 0.17s
+dists of img_058_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.18581044673919678	Time: 0.16s
+dists of img_059_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.2528291344642639	Time: 0.15s
+dists of img_060_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.23400211334228516	Time: 0.17s
+dists of img_061_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.2234727144241333	Time: 0.16s
+dists of img_062_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.20069164037704468	Time: 0.16s
+dists of img_063_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.22903108596801758	Time: 0.23s
+dists of img_064_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.22898471355438232	Time: 0.16s
+dists of img_065_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.23441022634506226	Time: 0.16s
+dists of img_066_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.23067355155944824	Time: 0.20s
+dists of img_067_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.21348947286605835	Time: 0.16s
+dists of img_068_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.21142929792404175	Time: 0.23s
+dists of img_069_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.1818850040435791	Time: 0.23s
+dists of img_070_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.25204789638519287	Time: 0.18s
+dists of img_071_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.24035871028900146	Time: 0.17s
+dists of img_072_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.249444842338562	Time: 0.16s
+dists of img_073_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.2676087021827698	Time: 0.18s
+dists of img_074_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.2680283784866333	Time: 0.16s
+dists of img_075_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.24238896369934082	Time: 0.16s
+dists of img_076_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.24163824319839478	Time: 0.16s
+dists of img_077_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.25867927074432373	Time: 0.17s
+dists of img_078_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.19881683588027954	Time: 0.19s
+dists of img_079_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.25377756357192993	Time: 0.18s
+dists of img_080_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.2161383032798767	Time: 0.19s
+dists of img_081_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.14284199476242065	Time: 0.23s
+dists of img_082_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.1717759370803833	Time: 0.23s
+dists of img_083_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.2466106414794922	Time: 0.23s
+dists of img_084_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.19517838954925537	Time: 0.24s
+dists of img_085_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.25882017612457275	Time: 0.16s
+dists of img_086_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.17866027355194092	Time: 0.18s
+dists of img_087_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.22912514209747314	Time: 0.24s
+dists of img_088_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.2553197741508484	Time: 0.16s
+dists of img_089_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.20759379863739014	Time: 0.18s
+dists of img_090_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.1893681287765503	Time: 0.16s
+dists of img_091_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.25611627101898193	Time: 0.16s
+dists of img_092_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.2894381880760193	Time: 0.16s
+dists of img_093_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.19651728868484497	Time: 0.18s
+dists of img_094_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.21512317657470703	Time: 0.18s
+dists of img_095_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.25352489948272705	Time: 0.17s
+dists of img_096_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.26278984546661377	Time: 0.18s
+dists of img_097_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.24970906972885132	Time: 0.16s
+dists of img_098_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.24207627773284912	Time: 0.16s
+dists of img_099_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.23775583505630493	Time: 0.19s
+dists of img_100_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.286008358001709	Time: 0.24s
+Average dists score of 4xDF2K_plksr_tiny_fp16_full_500k_Urban100/val_1/ with 100 images is: 0.2311050409078598
+Done! Results are in dists_Urban100.txt.
diff --git a/curated/visualization/Urban100/log_dists_curated_Urban100.txt b/curated/visualization/Urban100/log_dists_curated_Urban100.txt
new file mode 100644
index 0000000000000000000000000000000000000000..55f3b2ba135b4306c085ca0d0a16b0c1f86073f1
--- /dev/null
+++ b/curated/visualization/Urban100/log_dists_curated_Urban100.txt
@@ -0,0 +1,103 @@
+Loading pretrained model DISTS from /home/phips/.cache/pyiqa/DISTS_weights-f5e65c96.pth
+dists of img_001_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.28406864404678345	Time: 0.36s
+dists of img_002_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.22788673639297485	Time: 0.20s
+dists of img_003_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.23045694828033447	Time: 0.16s
+dists of img_004_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.20146560668945312	Time: 0.17s
+dists of img_005_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.1979384422302246	Time: 0.19s
+dists of img_006_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.24556565284729004	Time: 0.24s
+dists of img_007_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.16578125953674316	Time: 0.16s
+dists of img_008_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.25549858808517456	Time: 0.13s
+dists of img_009_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.21508193016052246	Time: 0.18s
+dists of img_010_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.22950822114944458	Time: 0.18s
+dists of img_011_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.25230997800827026	Time: 0.13s
+dists of img_012_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.2151409387588501	Time: 0.17s
+dists of img_013_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.20827138423919678	Time: 0.18s
+dists of img_014_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.2617948055267334	Time: 0.24s
+dists of img_015_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.21843653917312622	Time: 0.18s
+dists of img_016_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.20848560333251953	Time: 0.23s
+dists of img_017_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.20778506994247437	Time: 0.17s
+dists of img_018_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.15316855907440186	Time: 0.18s
+dists of img_019_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.2514106035232544	Time: 0.16s
+dists of img_020_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.19856727123260498	Time: 0.27s
+dists of img_021_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.1864478588104248	Time: 0.21s
+dists of img_022_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.3041115999221802	Time: 0.15s
+dists of img_023_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.17280149459838867	Time: 0.23s
+dists of img_024_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.21568143367767334	Time: 0.15s
+dists of img_025_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.2542492747306824	Time: 0.17s
+dists of img_026_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.28784680366516113	Time: 0.18s
+dists of img_027_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.2492976188659668	Time: 0.19s
+dists of img_028_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.2677616477012634	Time: 0.15s
+dists of img_029_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.25065797567367554	Time: 0.16s
+dists of img_030_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.23569470643997192	Time: 0.16s
+dists of img_031_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.20547699928283691	Time: 0.16s
+dists of img_032_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.21451646089553833	Time: 0.16s
+dists of img_033_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.2538334131240845	Time: 0.16s
+dists of img_034_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.2590988278388977	Time: 0.16s
+dists of img_035_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.22721469402313232	Time: 0.16s
+dists of img_036_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.2518882155418396	Time: 0.16s
+dists of img_037_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.17390328645706177	Time: 0.18s
+dists of img_038_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.23260194063186646	Time: 0.18s
+dists of img_039_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.26239609718322754	Time: 0.18s
+dists of img_040_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.2513202428817749	Time: 0.13s
+dists of img_041_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.2568497657775879	Time: 0.16s
+dists of img_042_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.22564107179641724	Time: 0.15s
+dists of img_043_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.24422413110733032	Time: 0.15s
+dists of img_044_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.15027517080307007	Time: 0.16s
+dists of img_045_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.2691291570663452	Time: 0.17s
+dists of img_046_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.245297372341156	Time: 0.16s
+dists of img_047_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.23857182264328003	Time: 0.14s
+dists of img_048_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.22630900144577026	Time: 0.16s
+dists of img_049_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.2440372109413147	Time: 0.16s
+dists of img_050_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.2687556743621826	Time: 0.15s
+dists of img_051_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.1846182942390442	Time: 0.15s
+dists of img_052_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.23933792114257812	Time: 0.16s
+dists of img_053_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.2350482940673828	Time: 0.15s
+dists of img_054_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.2753608226776123	Time: 0.16s
+dists of img_055_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.17662250995635986	Time: 0.18s
+dists of img_056_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.22955721616744995	Time: 0.18s
+dists of img_057_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.21489167213439941	Time: 0.17s
+dists of img_058_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.18281126022338867	Time: 0.16s
+dists of img_059_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.24860084056854248	Time: 0.16s
+dists of img_060_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.23279815912246704	Time: 0.17s
+dists of img_061_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.21802788972854614	Time: 0.16s
+dists of img_062_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.19573426246643066	Time: 0.17s
+dists of img_063_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.22833508253097534	Time: 0.23s
+dists of img_064_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.22026216983795166	Time: 0.16s
+dists of img_065_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.2309272289276123	Time: 0.16s
+dists of img_066_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.22827208042144775	Time: 0.20s
+dists of img_067_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.21022731065750122	Time: 0.16s
+dists of img_068_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.21222835779190063	Time: 0.23s
+dists of img_069_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.18030273914337158	Time: 0.22s
+dists of img_070_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.2490929365158081	Time: 0.17s
+dists of img_071_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.24167656898498535	Time: 0.17s
+dists of img_072_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.24882322549819946	Time: 0.15s
+dists of img_073_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.26553916931152344	Time: 0.17s
+dists of img_074_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.26274800300598145	Time: 0.15s
+dists of img_075_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.23984605073928833	Time: 0.16s
+dists of img_076_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.24471056461334229	Time: 0.16s
+dists of img_077_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.25483620166778564	Time: 0.16s
+dists of img_078_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.19872087240219116	Time: 0.17s
+dists of img_079_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.2505030632019043	Time: 0.17s
+dists of img_080_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.2114948034286499	Time: 0.18s
+dists of img_081_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.137454092502594	Time: 0.22s
+dists of img_082_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.17307305335998535	Time: 0.23s
+dists of img_083_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.24606657028198242	Time: 0.23s
+dists of img_084_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.1925782561302185	Time: 0.23s
+dists of img_085_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.25771766901016235	Time: 0.16s
+dists of img_086_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.17691415548324585	Time: 0.18s
+dists of img_087_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.22128957509994507	Time: 0.24s
+dists of img_088_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.2520104646682739	Time: 0.16s
+dists of img_089_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.20392656326293945	Time: 0.18s
+dists of img_090_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.1885741949081421	Time: 0.15s
+dists of img_091_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.25275760889053345	Time: 0.15s
+dists of img_092_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.29101985692977905	Time: 0.15s
+dists of img_093_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.19885122776031494	Time: 0.17s
+dists of img_094_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.2141668200492859	Time: 0.17s
+dists of img_095_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.24993199110031128	Time: 0.17s
+dists of img_096_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.25322020053863525	Time: 0.17s
+dists of img_097_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.2435351014137268	Time: 0.16s
+dists of img_098_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.2416454553604126	Time: 0.16s
+dists of img_099_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.23103797435760498	Time: 0.19s
+dists of img_100_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.28324753046035767	Time: 0.24s
+Average dists score of 4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100/val_1/ with 100 images is: 0.22875487685203552
+Done! Results are in dists_curated_Urban100.txt.
diff --git a/curated/visualization/Urban100/log_psnr_Urban100.txt b/curated/visualization/Urban100/log_psnr_Urban100.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ebbb2c20b9a0f2b532d924c0e653e0659127f351
--- /dev/null
+++ b/curated/visualization/Urban100/log_psnr_Urban100.txt
@@ -0,0 +1,102 @@
+psnr of img_001_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 24.355514526367188	Time: 0.14s
+psnr of img_002_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 23.448917388916016	Time: 0.05s
+psnr of img_003_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 20.91231346130371	Time: 0.04s
+psnr of img_004_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 19.87921142578125	Time: 0.04s
+psnr of img_005_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 22.680519104003906	Time: 0.04s
+psnr of img_006_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 19.6900691986084	Time: 0.06s
+psnr of img_007_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 25.55963134765625	Time: 0.04s
+psnr of img_008_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 18.86806297302246	Time: 0.03s
+psnr of img_009_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 30.067768096923828	Time: 0.05s
+psnr of img_010_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 22.903194427490234	Time: 0.04s
+psnr of img_011_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 14.872797966003418	Time: 0.02s
+psnr of img_012_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 21.00497055053711	Time: 0.04s
+psnr of img_013_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 25.509559631347656	Time: 0.04s
+psnr of img_014_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 20.3206787109375	Time: 0.06s
+psnr of img_015_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 22.399696350097656	Time: 0.04s
+psnr of img_016_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 25.212020874023438	Time: 0.05s
+psnr of img_017_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 22.682153701782227	Time: 0.05s
+psnr of img_018_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 23.562755584716797	Time: 0.05s
+psnr of img_019_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 18.339933395385742	Time: 0.05s
+psnr of img_020_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 19.522199630737305	Time: 0.08s
+psnr of img_021_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 26.731626510620117	Time: 0.06s
+psnr of img_022_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 24.08249855041504	Time: 0.03s
+psnr of img_023_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 25.627735137939453	Time: 0.06s
+psnr of img_024_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 17.453235626220703	Time: 0.04s
+psnr of img_025_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 25.804777145385742	Time: 0.06s
+psnr of img_026_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 24.70771026611328	Time: 0.05s
+psnr of img_027_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 25.836669921875	Time: 0.07s
+psnr of img_028_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 27.74146270751953	Time: 0.03s
+psnr of img_029_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 22.10848045349121	Time: 0.05s
+psnr of img_030_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 20.659717559814453	Time: 0.04s
+psnr of img_031_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 21.657360076904297	Time: 0.05s
+psnr of img_032_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 25.210067749023438	Time: 0.03s
+psnr of img_033_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 23.148405075073242	Time: 0.04s
+psnr of img_034_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 20.019084930419922	Time: 0.04s
+psnr of img_035_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 22.90331268310547	Time: 0.04s
+psnr of img_036_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 24.874691009521484	Time: 0.03s
+psnr of img_037_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 22.580690383911133	Time: 0.05s
+psnr of img_038_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 23.82624626159668	Time: 0.05s
+psnr of img_039_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 20.013721466064453	Time: 0.05s
+psnr of img_040_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 18.268535614013672	Time: 0.03s
+psnr of img_041_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 20.4982852935791	Time: 0.03s
+psnr of img_042_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 24.323122024536133	Time: 0.03s
+psnr of img_043_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 22.368696212768555	Time: 0.04s
+psnr of img_044_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 26.34568977355957	Time: 0.04s
+psnr of img_045_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 20.625869750976562	Time: 0.04s
+psnr of img_046_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 21.59505844116211	Time: 0.04s
+psnr of img_047_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 18.984148025512695	Time: 0.03s
+psnr of img_048_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 17.043323516845703	Time: 0.04s
+psnr of img_049_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 19.677783966064453	Time: 0.04s
+psnr of img_050_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 22.522323608398438	Time: 0.04s
+psnr of img_051_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 24.054744720458984	Time: 0.04s
+psnr of img_052_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 23.587190628051758	Time: 0.04s
+psnr of img_053_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 19.446020126342773	Time: 0.04s
+psnr of img_054_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 18.83266258239746	Time: 0.04s
+psnr of img_055_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 25.126649856567383	Time: 0.05s
+psnr of img_056_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 21.4836483001709	Time: 0.05s
+psnr of img_057_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 25.65596580505371	Time: 0.05s
+psnr of img_058_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 21.844541549682617	Time: 0.03s
+psnr of img_059_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 19.474750518798828	Time: 0.05s
+psnr of img_060_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 20.00768280029297	Time: 0.04s
+psnr of img_061_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 21.558929443359375	Time: 0.04s
+psnr of img_062_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 18.44793128967285	Time: 0.03s
+psnr of img_063_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 17.516521453857422	Time: 0.06s
+psnr of img_064_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 24.03282928466797	Time: 0.04s
+psnr of img_065_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 22.685564041137695	Time: 0.04s
+psnr of img_066_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 20.295522689819336	Time: 0.05s
+psnr of img_067_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 15.952319145202637	Time: 0.03s
+psnr of img_068_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 26.485218048095703	Time: 0.05s
+psnr of img_069_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 22.067821502685547	Time: 0.07s
+psnr of img_070_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 20.360794067382812	Time: 0.05s
+psnr of img_071_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 24.76250457763672	Time: 0.04s
+psnr of img_072_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 16.18886947631836	Time: 0.03s
+psnr of img_073_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 18.323793411254883	Time: 0.04s
+psnr of img_074_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 20.947566986083984	Time: 0.03s
+psnr of img_075_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 26.336545944213867	Time: 0.04s
+psnr of img_076_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 20.194908142089844	Time: 0.04s
+psnr of img_077_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 20.76776123046875	Time: 0.04s
+psnr of img_078_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 24.866313934326172	Time: 0.04s
+psnr of img_079_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 22.859813690185547	Time: 0.07s
+psnr of img_080_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 32.001102447509766	Time: 0.05s
+psnr of img_081_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 28.25971794128418	Time: 0.07s
+psnr of img_082_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 27.482906341552734	Time: 0.07s
+psnr of img_083_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 19.66905975341797	Time: 0.07s
+psnr of img_084_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 25.668827056884766	Time: 0.06s
+psnr of img_085_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 24.866424560546875	Time: 0.04s
+psnr of img_086_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 27.30548858642578	Time: 0.05s
+psnr of img_087_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 22.47592544555664	Time: 0.08s
+psnr of img_088_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 17.55047607421875	Time: 0.07s
+psnr of img_089_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 24.437665939331055	Time: 0.05s
+psnr of img_090_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 30.763235092163086	Time: 0.04s
+psnr of img_091_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 20.83261489868164	Time: 0.05s
+psnr of img_092_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 15.197519302368164	Time: 0.05s
+psnr of img_093_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 23.557130813598633	Time: 0.05s
+psnr of img_094_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 24.45781707763672	Time: 0.06s
+psnr of img_095_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 17.69004249572754	Time: 0.04s
+psnr of img_096_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 20.629541397094727	Time: 0.05s
+psnr of img_097_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 22.116249084472656	Time: 0.05s
+psnr of img_098_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 18.509212493896484	Time: 0.04s
+psnr of img_099_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 20.861324310302734	Time: 0.07s
+psnr of img_100_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 20.299894332885742	Time: 0.07s
+Average psnr score of 4xDF2K_plksr_tiny_fp16_full_500k_Urban100/val_1/ with 100 images is: 22.27829858779907
+Done! Results are in psnr_Urban100.txt.
diff --git a/curated/visualization/Urban100/log_psnr_curated_Urban100.txt b/curated/visualization/Urban100/log_psnr_curated_Urban100.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a94faecb00b5be98d6eed3e732286b5eb51eb6ee
--- /dev/null
+++ b/curated/visualization/Urban100/log_psnr_curated_Urban100.txt
@@ -0,0 +1,102 @@
+psnr of img_001_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 24.38103675842285	Time: 0.13s
+psnr of img_002_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 23.448562622070312	Time: 0.05s
+psnr of img_003_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 20.94031524658203	Time: 0.04s
+psnr of img_004_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 19.564924240112305	Time: 0.05s
+psnr of img_005_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 22.905826568603516	Time: 0.05s
+psnr of img_006_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 19.7208251953125	Time: 0.06s
+psnr of img_007_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 25.594329833984375	Time: 0.04s
+psnr of img_008_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 18.887298583984375	Time: 0.03s
+psnr of img_009_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 30.06674575805664	Time: 0.04s
+psnr of img_010_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 22.94032096862793	Time: 0.04s
+psnr of img_011_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 15.118768692016602	Time: 0.02s
+psnr of img_012_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 20.826969146728516	Time: 0.04s
+psnr of img_013_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 25.525142669677734	Time: 0.04s
+psnr of img_014_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 20.32904815673828	Time: 0.06s
+psnr of img_015_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 22.390880584716797	Time: 0.04s
+psnr of img_016_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 25.274036407470703	Time: 0.05s
+psnr of img_017_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 22.684507369995117	Time: 0.04s
+psnr of img_018_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 23.585182189941406	Time: 0.04s
+psnr of img_019_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 18.384424209594727	Time: 0.03s
+psnr of img_020_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 19.581470489501953	Time: 0.07s
+psnr of img_021_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 26.439651489257812	Time: 0.05s
+psnr of img_022_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 24.114694595336914	Time: 0.04s
+psnr of img_023_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 25.365711212158203	Time: 0.06s
+psnr of img_024_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 17.402759552001953	Time: 0.03s
+psnr of img_025_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 25.80946159362793	Time: 0.03s
+psnr of img_026_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 24.70026969909668	Time: 0.04s
+psnr of img_027_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 25.83484649658203	Time: 0.05s
+psnr of img_028_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 27.481895446777344	Time: 0.03s
+psnr of img_029_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 22.158248901367188	Time: 0.03s
+psnr of img_030_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 20.700416564941406	Time: 0.04s
+psnr of img_031_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 21.653854370117188	Time: 0.04s
+psnr of img_032_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 25.230083465576172	Time: 0.04s
+psnr of img_033_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 23.102304458618164	Time: 0.03s
+psnr of img_034_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 20.031354904174805	Time: 0.04s
+psnr of img_035_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 22.852130889892578	Time: 0.04s
+psnr of img_036_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 24.840133666992188	Time: 0.03s
+psnr of img_037_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 22.555091857910156	Time: 0.04s
+psnr of img_038_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 23.76020050048828	Time: 0.04s
+psnr of img_039_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 20.059345245361328	Time: 0.05s
+psnr of img_040_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 18.195682525634766	Time: 0.03s
+psnr of img_041_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 20.571317672729492	Time: 0.03s
+psnr of img_042_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 24.047395706176758	Time: 0.03s
+psnr of img_043_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 22.42568588256836	Time: 0.03s
+psnr of img_044_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 26.37697982788086	Time: 0.04s
+psnr of img_045_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 20.486614227294922	Time: 0.04s
+psnr of img_046_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 21.57111167907715	Time: 0.04s
+psnr of img_047_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 19.026968002319336	Time: 0.03s
+psnr of img_048_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 17.094181060791016	Time: 0.04s
+psnr of img_049_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 19.733675003051758	Time: 0.05s
+psnr of img_050_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 22.564620971679688	Time: 0.04s
+psnr of img_051_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 24.111997604370117	Time: 0.04s
+psnr of img_052_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 23.568843841552734	Time: 0.04s
+psnr of img_053_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 19.493751525878906	Time: 0.04s
+psnr of img_054_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 18.85383415222168	Time: 0.04s
+psnr of img_055_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 25.12485122680664	Time: 0.05s
+psnr of img_056_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 21.50934410095215	Time: 0.05s
+psnr of img_057_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 25.72951316833496	Time: 0.04s
+psnr of img_058_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 21.718690872192383	Time: 0.03s
+psnr of img_059_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 19.480623245239258	Time: 0.03s
+psnr of img_060_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 20.013858795166016	Time: 0.04s
+psnr of img_061_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 21.591367721557617	Time: 0.04s
+psnr of img_062_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 18.605623245239258	Time: 0.03s
+psnr of img_063_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 17.55491065979004	Time: 0.06s
+psnr of img_064_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 24.090211868286133	Time: 0.04s
+psnr of img_065_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 22.7332706451416	Time: 0.04s
+psnr of img_066_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 20.2902889251709	Time: 0.04s
+psnr of img_067_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 15.999369621276855	Time: 0.03s
+psnr of img_068_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 26.5081787109375	Time: 0.05s
+psnr of img_069_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 22.06900405883789	Time: 0.06s
+psnr of img_070_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 20.36693572998047	Time: 0.05s
+psnr of img_071_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 24.758304595947266	Time: 0.04s
+psnr of img_072_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 16.21225357055664	Time: 0.03s
+psnr of img_073_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 18.27484893798828	Time: 0.04s
+psnr of img_074_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 20.993038177490234	Time: 0.03s
+psnr of img_075_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 26.34613800048828	Time: 0.04s
+psnr of img_076_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 20.284025192260742	Time: 0.04s
+psnr of img_077_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 20.783517837524414	Time: 0.03s
+psnr of img_078_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 24.880229949951172	Time: 0.04s
+psnr of img_079_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 22.910261154174805	Time: 0.05s
+psnr of img_080_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 31.968210220336914	Time: 0.05s
+psnr of img_081_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 28.46483612060547	Time: 0.05s
+psnr of img_082_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 27.469669342041016	Time: 0.06s
+psnr of img_083_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 19.692651748657227	Time: 0.06s
+psnr of img_084_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 25.688995361328125	Time: 0.06s
+psnr of img_085_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 24.39742660522461	Time: 0.04s
+psnr of img_086_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 27.311016082763672	Time: 0.04s
+psnr of img_087_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 22.505599975585938	Time: 0.06s
+psnr of img_088_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 17.56232261657715	Time: 0.04s
+psnr of img_089_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 24.428720474243164	Time: 0.05s
+psnr of img_090_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 30.720104217529297	Time: 0.04s
+psnr of img_091_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 20.843019485473633	Time: 0.03s
+psnr of img_092_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 14.994745254516602	Time: 0.03s
+psnr of img_093_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 23.022611618041992	Time: 0.04s
+psnr of img_094_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 24.490890502929688	Time: 0.04s
+psnr of img_095_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 17.597850799560547	Time: 0.04s
+psnr of img_096_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 18.64369010925293	Time: 0.05s
+psnr of img_097_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 22.222126007080078	Time: 0.04s
+psnr of img_098_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 18.52872085571289	Time: 0.03s
+psnr of img_099_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 20.820215225219727	Time: 0.05s
+psnr of img_100_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 20.29682159423828	Time: 0.06s
+Average psnr score of 4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100/val_1/ with 100 images is: 22.24864634513855
+Done! Results are in psnr_curated_Urban100.txt.
diff --git a/curated/visualization/Urban100/log_ssim_Urban100.txt b/curated/visualization/Urban100/log_ssim_Urban100.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4f81881959175b9d2b0037fbe9df665c860210df
--- /dev/null
+++ b/curated/visualization/Urban100/log_ssim_Urban100.txt
@@ -0,0 +1,102 @@
+ssim of img_001_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.6675331211871967	Time: 0.22s
+ssim of img_002_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.7027990294195254	Time: 0.06s
+ssim of img_003_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.5622018685847717	Time: 0.05s
+ssim of img_004_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.6783004441636957	Time: 0.05s
+ssim of img_005_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.8591321562438193	Time: 0.05s
+ssim of img_006_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.5054641839451074	Time: 0.07s
+ssim of img_007_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.7829158974674191	Time: 0.05s
+ssim of img_008_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.5127048153854085	Time: 0.04s
+ssim of img_009_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.8619902888151059	Time: 0.05s
+ssim of img_010_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.7976417949808463	Time: 0.05s
+ssim of img_011_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.6156031475571794	Time: 0.03s
+ssim of img_012_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.6248986217913376	Time: 0.05s
+ssim of img_013_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.7411038525245351	Time: 0.05s
+ssim of img_014_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.5885640439416668	Time: 0.07s
+ssim of img_015_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.6078991065203159	Time: 0.05s
+ssim of img_016_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.8413104668223542	Time: 0.06s
+ssim of img_017_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.7369907528521268	Time: 0.04s
+ssim of img_018_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.6211487699842263	Time: 0.05s
+ssim of img_019_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.670948958273183	Time: 0.04s
+ssim of img_020_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.6076573951248814	Time: 0.08s
+ssim of img_021_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.7030230625141661	Time: 0.06s
+ssim of img_022_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.6934989941244549	Time: 0.04s
+ssim of img_023_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.8241765856320107	Time: 0.06s
+ssim of img_024_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.5011464232419963	Time: 0.04s
+ssim of img_025_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.8097269245488746	Time: 0.04s
+ssim of img_026_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.6024807823560401	Time: 0.05s
+ssim of img_027_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.7205882903325606	Time: 0.05s
+ssim of img_028_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.8091738340990385	Time: 0.04s
+ssim of img_029_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.7252679653183155	Time: 0.04s
+ssim of img_030_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.6639518043169355	Time: 0.04s
+ssim of img_031_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.6947958346096238	Time: 0.04s
+ssim of img_032_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.7606375596548729	Time: 0.04s
+ssim of img_033_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.6718071688626763	Time: 0.04s
+ssim of img_034_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.4817617175102927	Time: 0.04s
+ssim of img_035_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.7523178831086985	Time: 0.04s
+ssim of img_036_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.8061398000949471	Time: 0.04s
+ssim of img_037_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.7042056668400122	Time: 0.05s
+ssim of img_038_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.5273998704673234	Time: 0.05s
+ssim of img_039_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.6009425297865423	Time: 0.05s
+ssim of img_040_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.7445990253432158	Time: 0.03s
+ssim of img_041_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.71574683483733	Time: 0.04s
+ssim of img_042_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.7933101599197784	Time: 0.04s
+ssim of img_043_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.8178018747608495	Time: 0.04s
+ssim of img_044_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.7490480702071756	Time: 0.04s
+ssim of img_045_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.5812223954153658	Time: 0.04s
+ssim of img_046_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.6882204884913444	Time: 0.05s
+ssim of img_047_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.6494935526388478	Time: 0.03s
+ssim of img_048_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.6800994136350884	Time: 0.04s
+ssim of img_049_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.611638853398812	Time: 0.05s
+ssim of img_050_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.6664793483163504	Time: 0.05s
+ssim of img_051_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.7578856371765054	Time: 0.04s
+ssim of img_052_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.7823366618261898	Time: 0.04s
+ssim of img_053_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.6127417235909216	Time: 0.04s
+ssim of img_054_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.5434145018035555	Time: 0.05s
+ssim of img_055_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.8378365664996774	Time: 0.05s
+ssim of img_056_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.6522809235417436	Time: 0.05s
+ssim of img_057_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.8038884179016713	Time: 0.05s
+ssim of img_058_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.7479893982170223	Time: 0.04s
+ssim of img_059_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.6630503363020959	Time: 0.04s
+ssim of img_060_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.4519108044427487	Time: 0.04s
+ssim of img_061_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.6297250121883056	Time: 0.04s
+ssim of img_062_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.6439102408316151	Time: 0.04s
+ssim of img_063_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.44326109468245767	Time: 0.06s
+ssim of img_064_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.7083643097217371	Time: 0.05s
+ssim of img_065_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.6213671852069128	Time: 0.05s
+ssim of img_066_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.5558092233000768	Time: 0.05s
+ssim of img_067_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.7390269223656485	Time: 0.04s
+ssim of img_068_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.7785367539643663	Time: 0.06s
+ssim of img_069_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.6426353387825826	Time: 0.07s
+ssim of img_070_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.5194053610966627	Time: 0.05s
+ssim of img_071_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.5333322114434879	Time: 0.05s
+ssim of img_072_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.6264362591193584	Time: 0.04s
+ssim of img_073_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.43745500704954987	Time: 0.05s
+ssim of img_074_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.5688706601596443	Time: 0.04s
+ssim of img_075_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.8060700070126409	Time: 0.04s
+ssim of img_076_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.6209221900847761	Time: 0.04s
+ssim of img_077_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.5974444729995436	Time: 0.04s
+ssim of img_078_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.6678178849223881	Time: 0.05s
+ssim of img_079_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.5956401923231545	Time: 0.05s
+ssim of img_080_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.9177060726340184	Time: 0.05s
+ssim of img_081_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.9127593805735933	Time: 0.06s
+ssim of img_082_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.882743611069507	Time: 0.07s
+ssim of img_083_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.571734007678809	Time: 0.07s
+ssim of img_084_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.7237900027691511	Time: 0.07s
+ssim of img_085_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.8446321827430292	Time: 0.05s
+ssim of img_086_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.832864693842803	Time: 0.05s
+ssim of img_087_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.7646817189935801	Time: 0.08s
+ssim of img_088_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.4300289492446724	Time: 0.05s
+ssim of img_089_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.6215884360998385	Time: 0.05s
+ssim of img_090_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.9158707995534267	Time: 0.05s
+ssim of img_091_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.542753416320687	Time: 0.04s
+ssim of img_092_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.42961308592789077	Time: 0.04s
+ssim of img_093_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.8384628205652099	Time: 0.05s
+ssim of img_094_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.6989918550411212	Time: 0.05s
+ssim of img_095_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.28345371099805583	Time: 0.05s
+ssim of img_096_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.7142072655095019	Time: 0.05s
+ssim of img_097_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.6589970022656056	Time: 0.05s
+ssim of img_098_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.3973765129278577	Time: 0.04s
+ssim of img_099_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.6090208220321	Time: 0.06s
+ssim of img_100_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.618671598261403	Time: 0.07s
+Average ssim score of 4xDF2K_plksr_tiny_fp16_full_500k_Urban100/val_1/ with 100 images is: 0.6713682467357712
+Done! Results are in ssim_Urban100.txt.
diff --git a/curated/visualization/Urban100/log_ssim_curated_Urban100.txt b/curated/visualization/Urban100/log_ssim_curated_Urban100.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6fa260562dc108887ae054f181ca331a671b4c09
--- /dev/null
+++ b/curated/visualization/Urban100/log_ssim_curated_Urban100.txt
@@ -0,0 +1,102 @@
+ssim of img_001_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.668266912703446	Time: 0.22s
+ssim of img_002_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.7019175382961864	Time: 0.05s
+ssim of img_003_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.5649379203207372	Time: 0.05s
+ssim of img_004_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.6740195995587281	Time: 0.05s
+ssim of img_005_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.8611810581632094	Time: 0.05s
+ssim of img_006_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.5076541673294289	Time: 0.06s
+ssim of img_007_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.7848635264807682	Time: 0.05s
+ssim of img_008_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.5163901842836786	Time: 0.04s
+ssim of img_009_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.8626775002412792	Time: 0.05s
+ssim of img_010_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.7983176732817393	Time: 0.05s
+ssim of img_011_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.636631995211683	Time: 0.03s
+ssim of img_012_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.618837632932814	Time: 0.05s
+ssim of img_013_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.7430406077184659	Time: 0.05s
+ssim of img_014_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.5902824089888871	Time: 0.06s
+ssim of img_015_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.6074533484635262	Time: 0.05s
+ssim of img_016_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.8429970613670181	Time: 0.06s
+ssim of img_017_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.7373583566684195	Time: 0.05s
+ssim of img_018_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.6239534648449062	Time: 0.05s
+ssim of img_019_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.6747216923813086	Time: 0.04s
+ssim of img_020_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.6114465685939625	Time: 0.08s
+ssim of img_021_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.6944408379989757	Time: 0.06s
+ssim of img_022_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.6953325496095519	Time: 0.04s
+ssim of img_023_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.8229958598987073	Time: 0.07s
+ssim of img_024_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.49702815184054383	Time: 0.04s
+ssim of img_025_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.8091681617082892	Time: 0.04s
+ssim of img_026_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.6036497749373247	Time: 0.05s
+ssim of img_027_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.7207298108908192	Time: 0.05s
+ssim of img_028_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.8052848094287585	Time: 0.04s
+ssim of img_029_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.7274794388546311	Time: 0.04s
+ssim of img_030_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.6660196819974723	Time: 0.04s
+ssim of img_031_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.6951643978348785	Time: 0.04s
+ssim of img_032_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.7613000295969652	Time: 0.04s
+ssim of img_033_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.6712129931974254	Time: 0.04s
+ssim of img_034_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.4831066021763737	Time: 0.04s
+ssim of img_035_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.7528524026654572	Time: 0.04s
+ssim of img_036_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.8057251477536947	Time: 0.04s
+ssim of img_037_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.7069449778520491	Time: 0.05s
+ssim of img_038_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.5238609004243281	Time: 0.05s
+ssim of img_039_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.6049068743559077	Time: 0.05s
+ssim of img_040_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.738621690156128	Time: 0.03s
+ssim of img_041_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.7187892535238415	Time: 0.04s
+ssim of img_042_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.7890118856301694	Time: 0.04s
+ssim of img_043_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.8193110978128324	Time: 0.04s
+ssim of img_044_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.7486797880703117	Time: 0.04s
+ssim of img_045_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.5621872734855154	Time: 0.04s
+ssim of img_046_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.688497107819885	Time: 0.05s
+ssim of img_047_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.6529088144812946	Time: 0.04s
+ssim of img_048_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.6834850693428034	Time: 0.04s
+ssim of img_049_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.6158919635165827	Time: 0.05s
+ssim of img_050_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.6699568854519237	Time: 0.04s
+ssim of img_051_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.7606852597748539	Time: 0.04s
+ssim of img_052_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.7801655737598981	Time: 0.04s
+ssim of img_053_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.6161400884406352	Time: 0.05s
+ssim of img_054_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.5459790565608047	Time: 0.04s
+ssim of img_055_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.8366647881285284	Time: 0.06s
+ssim of img_056_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.6562036044531625	Time: 0.05s
+ssim of img_057_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.8055986467184213	Time: 0.05s
+ssim of img_058_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.7499003181346968	Time: 0.04s
+ssim of img_059_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.6631941548518219	Time: 0.04s
+ssim of img_060_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.45338164027612193	Time: 0.05s
+ssim of img_061_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.6354192402638842	Time: 0.04s
+ssim of img_062_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.6550932164266927	Time: 0.04s
+ssim of img_063_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.4442194083251775	Time: 0.06s
+ssim of img_064_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.710440408351859	Time: 0.05s
+ssim of img_065_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.6255185361177898	Time: 0.04s
+ssim of img_066_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.5557853107884946	Time: 0.06s
+ssim of img_067_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.7373076583395118	Time: 0.04s
+ssim of img_068_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.7789537657775971	Time: 0.06s
+ssim of img_069_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.6433543883570514	Time: 0.06s
+ssim of img_070_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.5190104894232546	Time: 0.05s
+ssim of img_071_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.530944540644312	Time: 0.04s
+ssim of img_072_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.6286784040418866	Time: 0.04s
+ssim of img_073_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.4394301744975627	Time: 0.05s
+ssim of img_074_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.5725961131753101	Time: 0.04s
+ssim of img_075_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.8062373176343974	Time: 0.04s
+ssim of img_076_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.6273164917593227	Time: 0.05s
+ssim of img_077_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.5992067474846379	Time: 0.04s
+ssim of img_078_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.6676915127602226	Time: 0.05s
+ssim of img_079_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.5992017743750446	Time: 0.05s
+ssim of img_080_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.9178574945470598	Time: 0.05s
+ssim of img_081_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.9173416284979062	Time: 0.06s
+ssim of img_082_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.8823668005410007	Time: 0.07s
+ssim of img_083_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.5743208775354767	Time: 0.07s
+ssim of img_084_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.725534314183332	Time: 0.07s
+ssim of img_085_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.8363490471205683	Time: 0.04s
+ssim of img_086_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.8331745768089897	Time: 0.05s
+ssim of img_087_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.7678800680794883	Time: 0.08s
+ssim of img_088_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.4291915405648217	Time: 0.04s
+ssim of img_089_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.621794835582528	Time: 0.05s
+ssim of img_090_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.9147820332237789	Time: 0.04s
+ssim of img_091_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.5446933191845214	Time: 0.04s
+ssim of img_092_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.42283589324516385	Time: 0.04s
+ssim of img_093_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.828528768680032	Time: 0.05s
+ssim of img_094_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.7012404558267856	Time: 0.05s
+ssim of img_095_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.2742490019902057	Time: 0.05s
+ssim of img_096_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.663987555622307	Time: 0.05s
+ssim of img_097_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.6681763002720152	Time: 0.05s
+ssim of img_098_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.4001151980141906	Time: 0.04s
+ssim of img_099_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.6127139309520985	Time: 0.05s
+ssim of img_100_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.6191332375463023	Time: 0.07s
+Average ssim score of 4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100/val_1/ with 100 images is: 0.6716207895780515
+Done! Results are in ssim_curated_Urban100.txt.
diff --git a/curated/visualization/Urban100/log_topiq_fr_Urban100.txt b/curated/visualization/Urban100/log_topiq_fr_Urban100.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1cd32bdcb2efa0beac6dbd417ac503c5a69937b1
--- /dev/null
+++ b/curated/visualization/Urban100/log_topiq_fr_Urban100.txt
@@ -0,0 +1,103 @@
+Loading pretrained model CFANet from /home/phips/.cache/pyiqa/cfanet_fr_kadid_res50-2c4cc61d.pth
+topiq_fr of img_001_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.43861860036849976	Time: 0.48s
+topiq_fr of img_002_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.4467915892601013	Time: 0.13s
+topiq_fr of img_003_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.37375733256340027	Time: 0.11s
+topiq_fr of img_004_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.4523513913154602	Time: 0.11s
+topiq_fr of img_005_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.5236756801605225	Time: 0.12s
+topiq_fr of img_006_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.47352102398872375	Time: 0.16s
+topiq_fr of img_007_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.46641290187835693	Time: 0.11s
+topiq_fr of img_008_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.3846854567527771	Time: 0.10s
+topiq_fr of img_009_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.46667006611824036	Time: 0.13s
+topiq_fr of img_010_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.45351049304008484	Time: 0.12s
+topiq_fr of img_011_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.4726210832595825	Time: 0.09s
+topiq_fr of img_012_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.43492430448532104	Time: 0.12s
+topiq_fr of img_013_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.5299253463745117	Time: 0.12s
+topiq_fr of img_014_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.3901730179786682	Time: 0.16s
+topiq_fr of img_015_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.5387752652168274	Time: 0.12s
+topiq_fr of img_016_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.49642419815063477	Time: 0.15s
+topiq_fr of img_017_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.42330402135849	Time: 0.11s
+topiq_fr of img_018_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.4870778024196625	Time: 0.12s
+topiq_fr of img_019_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.4479135274887085	Time: 0.11s
+topiq_fr of img_020_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.39300113916397095	Time: 0.19s
+topiq_fr of img_021_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.5045724511146545	Time: 0.15s
+topiq_fr of img_022_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.3819335103034973	Time: 0.11s
+topiq_fr of img_023_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.5313346982002258	Time: 0.16s
+topiq_fr of img_024_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.4034014642238617	Time: 0.11s
+topiq_fr of img_025_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.5216520428657532	Time: 0.11s
+topiq_fr of img_026_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.5299568176269531	Time: 0.12s
+topiq_fr of img_027_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.4365190863609314	Time: 0.13s
+topiq_fr of img_028_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.48376792669296265	Time: 0.10s
+topiq_fr of img_029_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.4122958779335022	Time: 0.11s
+topiq_fr of img_030_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.4273042678833008	Time: 0.12s
+topiq_fr of img_031_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.4117024540901184	Time: 0.11s
+topiq_fr of img_032_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.4286750555038452	Time: 0.11s
+topiq_fr of img_033_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.4301092326641083	Time: 0.11s
+topiq_fr of img_034_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.4309775233268738	Time: 0.11s
+topiq_fr of img_035_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.47526174783706665	Time: 0.11s
+topiq_fr of img_036_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.48469799757003784	Time: 0.11s
+topiq_fr of img_037_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.4353630244731903	Time: 0.12s
+topiq_fr of img_038_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.4378029704093933	Time: 0.12s
+topiq_fr of img_039_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.38743919134140015	Time: 0.12s
+topiq_fr of img_040_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.4280848503112793	Time: 0.09s
+topiq_fr of img_041_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.467454731464386	Time: 0.11s
+topiq_fr of img_042_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.5211960673332214	Time: 0.10s
+topiq_fr of img_043_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.5397810339927673	Time: 0.11s
+topiq_fr of img_044_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.6282976269721985	Time: 0.11s
+topiq_fr of img_045_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.5056642889976501	Time: 0.12s
+topiq_fr of img_046_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.41160720586776733	Time: 0.11s
+topiq_fr of img_047_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.44266659021377563	Time: 0.10s
+topiq_fr of img_048_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.3944664001464844	Time: 0.11s
+topiq_fr of img_049_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.4122837781906128	Time: 0.11s
+topiq_fr of img_050_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.3908247947692871	Time: 0.11s
+topiq_fr of img_051_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.4534658193588257	Time: 0.11s
+topiq_fr of img_052_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.5019209980964661	Time: 0.11s
+topiq_fr of img_053_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.3680831491947174	Time: 0.11s
+topiq_fr of img_054_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.3595142960548401	Time: 0.12s
+topiq_fr of img_055_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.6108453869819641	Time: 0.13s
+topiq_fr of img_056_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.4182981848716736	Time: 0.12s
+topiq_fr of img_057_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.44245851039886475	Time: 0.12s
+topiq_fr of img_058_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.4886537194252014	Time: 0.11s
+topiq_fr of img_059_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.4533628225326538	Time: 0.10s
+topiq_fr of img_060_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.3886607885360718	Time: 0.11s
+topiq_fr of img_061_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.4330866038799286	Time: 0.11s
+topiq_fr of img_062_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.45192843675613403	Time: 0.11s
+topiq_fr of img_063_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.422110915184021	Time: 0.16s
+topiq_fr of img_064_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.4057953953742981	Time: 0.11s
+topiq_fr of img_065_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.40916869044303894	Time: 0.11s
+topiq_fr of img_066_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.4186529517173767	Time: 0.13s
+topiq_fr of img_067_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.4968937039375305	Time: 0.10s
+topiq_fr of img_068_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.5170808434486389	Time: 0.16s
+topiq_fr of img_069_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.4334462583065033	Time: 0.16s
+topiq_fr of img_070_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.3541661500930786	Time: 0.12s
+topiq_fr of img_071_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.45124539732933044	Time: 0.12s
+topiq_fr of img_072_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.44540730118751526	Time: 0.11s
+topiq_fr of img_073_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.3733852505683899	Time: 0.13s
+topiq_fr of img_074_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.3888740837574005	Time: 0.11s
+topiq_fr of img_075_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.5020776987075806	Time: 0.11s
+topiq_fr of img_076_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.4293045103549957	Time: 0.11s
+topiq_fr of img_077_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.3511667251586914	Time: 0.11s
+topiq_fr of img_078_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.4937632083892822	Time: 0.12s
+topiq_fr of img_079_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.3887130618095398	Time: 0.12s
+topiq_fr of img_080_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.4902445077896118	Time: 0.13s
+topiq_fr of img_081_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.7140424847602844	Time: 0.16s
+topiq_fr of img_082_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.6159361600875854	Time: 0.16s
+topiq_fr of img_083_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.40653663873672485	Time: 0.16s
+topiq_fr of img_084_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.4684586524963379	Time: 0.16s
+topiq_fr of img_085_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.4551700949668884	Time: 0.11s
+topiq_fr of img_086_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.4538465142250061	Time: 0.12s
+topiq_fr of img_087_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.43378400802612305	Time: 0.17s
+topiq_fr of img_088_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.380831778049469	Time: 0.11s
+topiq_fr of img_089_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.43491286039352417	Time: 0.12s
+topiq_fr of img_090_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.589207112789154	Time: 0.11s
+topiq_fr of img_091_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.41882818937301636	Time: 0.11s
+topiq_fr of img_092_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.410031259059906	Time: 0.11s
+topiq_fr of img_093_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.520838737487793	Time: 0.12s
+topiq_fr of img_094_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.4201452136039734	Time: 0.12s
+topiq_fr of img_095_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.4077821373939514	Time: 0.12s
+topiq_fr of img_096_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.4196086525917053	Time: 0.12s
+topiq_fr of img_097_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.39368659257888794	Time: 0.11s
+topiq_fr of img_098_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.42397215962409973	Time: 0.11s
+topiq_fr of img_099_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.4422951340675354	Time: 0.13s
+topiq_fr of img_100_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png: 0.4554118514060974	Time: 0.16s
+Average topiq_fr score of 4xDF2K_plksr_tiny_fp16_full_500k_Urban100/val_1/ with 100 images is: 0.4519833055138588
+Done! Results are in topiq_fr_Urban100.txt.
diff --git a/curated/visualization/Urban100/log_topiq_fr_curated_Urban100.txt b/curated/visualization/Urban100/log_topiq_fr_curated_Urban100.txt
new file mode 100644
index 0000000000000000000000000000000000000000..914fe4cbf87f52d348281076b75eae73ab29423c
--- /dev/null
+++ b/curated/visualization/Urban100/log_topiq_fr_curated_Urban100.txt
@@ -0,0 +1,103 @@
+Loading pretrained model CFANet from /home/phips/.cache/pyiqa/cfanet_fr_kadid_res50-2c4cc61d.pth
+topiq_fr of img_001_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.4395429790019989	Time: 0.49s
+topiq_fr of img_002_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.44758450984954834	Time: 0.13s
+topiq_fr of img_003_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.3762321472167969	Time: 0.11s
+topiq_fr of img_004_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.4529236853122711	Time: 0.11s
+topiq_fr of img_005_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.5346741080284119	Time: 0.12s
+topiq_fr of img_006_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.4737682640552521	Time: 0.16s
+topiq_fr of img_007_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.4686182141304016	Time: 0.11s
+topiq_fr of img_008_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.3878808319568634	Time: 0.10s
+topiq_fr of img_009_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.4712243378162384	Time: 0.13s
+topiq_fr of img_010_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.4526112675666809	Time: 0.13s
+topiq_fr of img_011_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.4764615297317505	Time: 0.09s
+topiq_fr of img_012_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.43534839153289795	Time: 0.12s
+topiq_fr of img_013_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.5352509617805481	Time: 0.12s
+topiq_fr of img_014_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.39154016971588135	Time: 0.16s
+topiq_fr of img_015_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.5365029573440552	Time: 0.12s
+topiq_fr of img_016_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.4899443984031677	Time: 0.15s
+topiq_fr of img_017_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.42541468143463135	Time: 0.11s
+topiq_fr of img_018_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.49255749583244324	Time: 0.12s
+topiq_fr of img_019_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.454607218503952	Time: 0.11s
+topiq_fr of img_020_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.3967113196849823	Time: 0.19s
+topiq_fr of img_021_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.5086446404457092	Time: 0.15s
+topiq_fr of img_022_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.38608676195144653	Time: 0.11s
+topiq_fr of img_023_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.5261449813842773	Time: 0.16s
+topiq_fr of img_024_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.4046497642993927	Time: 0.11s
+topiq_fr of img_025_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.5214920043945312	Time: 0.11s
+topiq_fr of img_026_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.5325008034706116	Time: 0.12s
+topiq_fr of img_027_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.4366089105606079	Time: 0.12s
+topiq_fr of img_028_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.4888138473033905	Time: 0.10s
+topiq_fr of img_029_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.4155295491218567	Time: 0.11s
+topiq_fr of img_030_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.4313656687736511	Time: 0.11s
+topiq_fr of img_031_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.4169727563858032	Time: 0.10s
+topiq_fr of img_032_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.4308955669403076	Time: 0.11s
+topiq_fr of img_033_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.435893714427948	Time: 0.10s
+topiq_fr of img_034_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.43275800347328186	Time: 0.10s
+topiq_fr of img_035_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.4778675138950348	Time: 0.10s
+topiq_fr of img_036_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.4820016026496887	Time: 0.11s
+topiq_fr of img_037_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.43982994556427	Time: 0.12s
+topiq_fr of img_038_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.4334619641304016	Time: 0.12s
+topiq_fr of img_039_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.38942664861679077	Time: 0.12s
+topiq_fr of img_040_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.4245205819606781	Time: 0.09s
+topiq_fr of img_041_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.4645449221134186	Time: 0.10s
+topiq_fr of img_042_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.5258450508117676	Time: 0.10s
+topiq_fr of img_043_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.5443823337554932	Time: 0.10s
+topiq_fr of img_044_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.6309933662414551	Time: 0.11s
+topiq_fr of img_045_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.5060415267944336	Time: 0.11s
+topiq_fr of img_046_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.4144178330898285	Time: 0.11s
+topiq_fr of img_047_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.44451987743377686	Time: 0.10s
+topiq_fr of img_048_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.4002639055252075	Time: 0.11s
+topiq_fr of img_049_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.41559523344039917	Time: 0.11s
+topiq_fr of img_050_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.39625099301338196	Time: 0.10s
+topiq_fr of img_051_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.45787012577056885	Time: 0.10s
+topiq_fr of img_052_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.4944801330566406	Time: 0.11s
+topiq_fr of img_053_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.3718108534812927	Time: 0.10s
+topiq_fr of img_054_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.3613123595714569	Time: 0.11s
+topiq_fr of img_055_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.6124959588050842	Time: 0.12s
+topiq_fr of img_056_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.4198366403579712	Time: 0.12s
+topiq_fr of img_057_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.44649913907051086	Time: 0.11s
+topiq_fr of img_058_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.48809880018234253	Time: 0.10s
+topiq_fr of img_059_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.4520235061645508	Time: 0.10s
+topiq_fr of img_060_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.3925367295742035	Time: 0.11s
+topiq_fr of img_061_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.4353519678115845	Time: 0.10s
+topiq_fr of img_062_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.45570963621139526	Time: 0.10s
+topiq_fr of img_063_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.4230425953865051	Time: 0.16s
+topiq_fr of img_064_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.4100980758666992	Time: 0.11s
+topiq_fr of img_065_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.41376733779907227	Time: 0.11s
+topiq_fr of img_066_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.4194066524505615	Time: 0.12s
+topiq_fr of img_067_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.49482405185699463	Time: 0.10s
+topiq_fr of img_068_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.5162352323532104	Time: 0.15s
+topiq_fr of img_069_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.434325635433197	Time: 0.15s
+topiq_fr of img_070_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.3536989688873291	Time: 0.11s
+topiq_fr of img_071_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.45020437240600586	Time: 0.11s
+topiq_fr of img_072_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.4457527697086334	Time: 0.10s
+topiq_fr of img_073_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.3754166066646576	Time: 0.12s
+topiq_fr of img_074_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.3898731470108032	Time: 0.10s
+topiq_fr of img_075_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.5049605369567871	Time: 0.10s
+topiq_fr of img_076_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.4377118647098541	Time: 0.11s
+topiq_fr of img_077_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.3529817461967468	Time: 0.10s
+topiq_fr of img_078_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.4955570697784424	Time: 0.11s
+topiq_fr of img_079_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.39246195554733276	Time: 0.12s
+topiq_fr of img_080_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.4921533465385437	Time: 0.12s
+topiq_fr of img_081_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.7317421436309814	Time: 0.15s
+topiq_fr of img_082_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.6208534836769104	Time: 0.15s
+topiq_fr of img_083_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.41096407175064087	Time: 0.16s
+topiq_fr of img_084_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.47570911049842834	Time: 0.16s
+topiq_fr of img_085_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.4543054401874542	Time: 0.10s
+topiq_fr of img_086_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.45633867383003235	Time: 0.11s
+topiq_fr of img_087_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.44229456782341003	Time: 0.16s
+topiq_fr of img_088_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.3814000189304352	Time: 0.10s
+topiq_fr of img_089_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.43729549646377563	Time: 0.12s
+topiq_fr of img_090_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.5865352749824524	Time: 0.10s
+topiq_fr of img_091_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.42440545558929443	Time: 0.10s
+topiq_fr of img_092_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.40761321783065796	Time: 0.10s
+topiq_fr of img_093_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.5098659992218018	Time: 0.11s
+topiq_fr of img_094_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.42350760102272034	Time: 0.12s
+topiq_fr of img_095_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.40755271911621094	Time: 0.11s
+topiq_fr of img_096_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.41133642196655273	Time: 0.12s
+topiq_fr of img_097_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.40017348527908325	Time: 0.11s
+topiq_fr of img_098_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.42483192682266235	Time: 0.10s
+topiq_fr of img_099_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.44515615701675415	Time: 0.12s
+topiq_fr of img_100_4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100.png: 0.45977818965911865	Time: 0.15s
+Average topiq_fr score of 4xDF2K_curated_plksr_tiny_fp16_full_500k_Urban100/val_1/ with 100 images is: 0.4539987701177597
+Done! Results are in topiq_fr_curated_Urban100.txt.
diff --git a/curated/visualization/Urban100/psnr_Urban100.txt b/curated/visualization/Urban100/psnr_Urban100.txt
new file mode 100644
index 0000000000000000000000000000000000000000..29b1fd8ced2c868209ee1fdc971342a945f32f7f
--- /dev/null
+++ b/curated/visualization/Urban100/psnr_Urban100.txt
@@ -0,0 +1,100 @@
+img_001_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png,24.355514526367188
+img_002_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png,23.448917388916016
+img_003_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png,20.91231346130371
+img_004_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png,19.87921142578125
+img_005_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png,22.680519104003906
+img_006_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png,19.6900691986084
+img_007_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png,25.55963134765625
+img_008_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png,18.86806297302246
+img_009_4xDF2K_plksr_tiny_fp16_full_500k_Urban100.png,30.067768096923828
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diff --git a/curated/visualization/Urban100/psnr_curated_Urban100.txt b/curated/visualization/Urban100/psnr_curated_Urban100.txt
new file mode 100644
index 0000000000000000000000000000000000000000..704a47b67386925278894d82fa62d2d12dbe3345
--- /dev/null
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diff --git a/curated/visualization/Urban100/ssim_curated_Urban100.txt b/curated/visualization/Urban100/ssim_curated_Urban100.txt
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