diff --git a/records/sd1/author_experiment/01bc67ab602cd1975e55/record.json b/records/sd1/author_experiment/01bc67ab602cd1975e55/record.json new file mode 100644 index 0000000000000000000000000000000000000000..cee950c3c851d762dd6b29a0fcfdb370367d8a1c --- /dev/null +++ b/records/sd1/author_experiment/01bc67ab602cd1975e55/record.json @@ -0,0 +1,57 @@ +{ + "id": "01bc67ab602cd1975e55", + "schema_version": "1.0", + "source": "author_experiment", + "created": "2026-10-01T19:35:16Z", + "license": "CC0-1.0", + "consent": { + "prompt": true, + "input_image": false + }, + "model": { + "checkpoint": "sd-v1-4.ckpt", + "arch": "sd14", + "family": "sd1" + }, + "setup": { + "route": "txt2img", + "seed": 42, + "sampler": "dpmpp_2m", + "scheduler": "karras", + "steps": 20, + "cfg": 8.0, + "width": 512, + "height": 512, + "prompt": "eyes barely visible in the dark", + "prompt_key": "5f68625426b4eb4a" + }, + "bends": [ + { + "path": "input_blocks.2.0.out_layers.3", + "op": "rotate", + "args": { + "angle_degrees": 180.0 + }, + "group": "in.hi", + "kind": "res_branch", + "module_type": "Conv2d", + "container": "Sequential", + "start": 0.0, + "end": 1.0, + "window": "all", + "bucket": "half" + } + ], + "outputs": { + "image": "output.webp", + "baseline_id": "e2fed2818303965cb613" + }, + "provenance": { + "producer": "agentic_comfy", + "importer": "kb_import_experiments", + "original_path": "neurips/experiments/MultiPrompt_2/9/input_blocks.2.0.out_layers.3___angle_degrees___180_00001_.png", + "csv": "MultiPrompt_2.csv", + "prompt_num": "9", + "type_path": "ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Conv2d" + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/01c21232299e8b0c5c8e/measurements.json b/records/sd1/author_experiment/01c21232299e8b0c5c8e/measurements.json new file mode 100644 index 0000000000000000000000000000000000000000..6e04d2db9d0e5402233dbb78615d8e444fec9b36 --- /dev/null +++ b/records/sd1/author_experiment/01c21232299e8b0c5c8e/measurements.json @@ -0,0 +1,39 @@ +{ + "record": "01c21232299e8b0c5c8e", + "values": { + "std": { + "value": 58.426, + "method": "luminance standard deviation at 256 px, 0-255" + }, + "hf_ratio": { + "value": 0.00576, + "method": "share of luminance FFT power above radius 0.25 at 256 px" + }, + "degenerate": { + "value": true, + "method": "pixel guard: noise, blob or flat output", + "reasons": [ + "blob" + ] + }, + "mae_vs_baseline": { + "value": 59.751, + "method": "mean absolute RGB difference vs the baseline, 0-255" + }, + "lpips_distance": { + "value": 0.658248, + "method": "LPIPS vs the baseline at 256 px", + "model": "lpips/alex" + }, + "dinov2_distance": { + "value": 0.996696, + "method": "1 - cosine of CLS embeddings vs the baseline's", + "model": "facebookresearch/dinov2:dinov2_vitb14" + }, + "clip_distance": { + "value": 0.365279, + "method": "1 - cosine of image embeddings vs the baseline's", + "model": "openai/clip-vit-base-patch32" + } + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/01c21232299e8b0c5c8e/record.json b/records/sd1/author_experiment/01c21232299e8b0c5c8e/record.json new file mode 100644 index 0000000000000000000000000000000000000000..6ff88b3c00a8a8c233cf6b249caffff29c2247e9 --- /dev/null +++ b/records/sd1/author_experiment/01c21232299e8b0c5c8e/record.json @@ -0,0 +1,57 @@ +{ + "id": "01c21232299e8b0c5c8e", + "schema_version": "1.0", + "source": "author_experiment", + "created": "2026-10-01T19:34:15Z", + "license": "CC0-1.0", + "consent": { + "prompt": true, + "input_image": false + }, + "model": { + "checkpoint": "sd-v1-4.ckpt", + "arch": "sd14", + "family": "sd1" + }, + "setup": { + "route": "txt2img", + "seed": 42, + "sampler": "dpmpp_2m", + "scheduler": "karras", + "steps": 20, + "cfg": 8.0, + "width": 512, + "height": 512, + "prompt": "cute mouse wearing a pink hat and glasses, concept art, cgsociety, octane render, trending on artstation, artstationHD, artstationHQ, unreal engine, 4k, 8k --height 768", + "prompt_key": "15528c5fd4c98ce7" + }, + "bends": [ + { + "path": "input_blocks.3.0.op", + "op": "rotate", + "args": { + "angle_degrees": 270.0 + }, + "group": "in.hi", + "kind": "downsample", + "module_type": "Conv2d", + "container": "Downsample", + "start": 0.0, + "end": 1.0, + "window": "all", + "bucket": "quarter" + } + ], + "outputs": { + "image": "output.webp", + "baseline_id": "bbfebfc7c86c798d9d7d" + }, + "provenance": { + "producer": "agentic_comfy", + "importer": "kb_import_experiments", + "original_path": "neurips/experiments/MultiPrompt_2/8/input_blocks.3.0.op___angle_degrees___270_00001_.png", + "csv": "MultiPrompt_2.csv", + "prompt_num": "8", + "type_path": "ModuleList.TimestepEmbedSequential.Downsample.Conv2d" + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/01cdd1c9377c1697ab94/measurements.json b/records/sd1/author_experiment/01cdd1c9377c1697ab94/measurements.json new file mode 100644 index 0000000000000000000000000000000000000000..2f5ac5bd4e9b18bfff5e96b7376e146bb263e7cb --- /dev/null +++ b/records/sd1/author_experiment/01cdd1c9377c1697ab94/measurements.json @@ -0,0 +1,37 @@ +{ + "record": "01cdd1c9377c1697ab94", + "values": { + "std": { + "value": 67.811, + "method": "luminance standard deviation at 256 px, 0-255" + }, + "hf_ratio": { + "value": 0.00651, + "method": "share of luminance FFT power above radius 0.25 at 256 px" + }, + "degenerate": { + "value": false, + "method": "pixel guard: noise, blob or flat output", + "reasons": [] + }, + "mae_vs_baseline": { + "value": 29.941, + "method": "mean absolute RGB difference vs the baseline, 0-255" + }, + "lpips_distance": { + "value": 0.321363, + "method": "LPIPS vs the baseline at 256 px", + "model": "lpips/alex" + }, + "dinov2_distance": { + "value": 0.263862, + "method": "1 - cosine of CLS embeddings vs the baseline's", + "model": "facebookresearch/dinov2:dinov2_vitb14" + }, + "clip_distance": { + "value": 0.048142, + "method": "1 - cosine of image embeddings vs the baseline's", + "model": "openai/clip-vit-base-patch32" + } + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/01cdd1c9377c1697ab94/record.json b/records/sd1/author_experiment/01cdd1c9377c1697ab94/record.json new file mode 100644 index 0000000000000000000000000000000000000000..e98d1c6258c32fc5cb18990b90012b9bace5fec8 --- /dev/null +++ b/records/sd1/author_experiment/01cdd1c9377c1697ab94/record.json @@ -0,0 +1,57 @@ +{ + "id": "01cdd1c9377c1697ab94", + "schema_version": "1.0", + "source": "author_experiment", + "created": "2026-10-01T19:28:48Z", + "license": "CC0-1.0", + "consent": { + "prompt": true, + "input_image": false + }, + "model": { + "checkpoint": "sd-v1-4.ckpt", + "arch": "sd14", + "family": "sd1" + }, + "setup": { + "route": "txt2img", + "seed": 42, + "sampler": "dpmpp_2m", + "scheduler": "karras", + "steps": 20, + "cfg": 8.0, + "width": 512, + "height": 512, + "prompt": "an armchair made from an avocado", + "prompt_key": "7dc329d0f8e08220" + }, + "bends": [ + { + "path": "input_blocks.1.1.proj_in", + "op": "rotate", + "args": { + "angle_degrees": 180.0 + }, + "group": "in.hi", + "kind": "proj", + "module_type": "Conv2d", + "container": "SpatialTransformer", + "start": 0.0, + "end": 1.0, + "window": "all", + "bucket": "half" + } + ], + "outputs": { + "image": "output.webp", + "baseline_id": "1363de0ce0eb925e9719" + }, + "provenance": { + "producer": "agentic_comfy", + "importer": "kb_import_experiments", + "original_path": "neurips/experiments/MultiPrompt_2/5/input_blocks.1.1.proj_in___angle_degrees___180_00001_.png", + "csv": "MultiPrompt_2.csv", + "prompt_num": "5", + "type_path": "ModuleList.TimestepEmbedSequential.SpatialTransformer.Conv2d" + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/01d38a7730daa05df3de/measurements.json b/records/sd1/author_experiment/01d38a7730daa05df3de/measurements.json new file mode 100644 index 0000000000000000000000000000000000000000..5f1fcefc10a184a1511c5057be92498ef2dab603 --- /dev/null +++ b/records/sd1/author_experiment/01d38a7730daa05df3de/measurements.json @@ -0,0 +1,39 @@ +{ + "record": "01d38a7730daa05df3de", + "values": { + "std": { + "value": 75.088, + "method": "luminance standard deviation at 256 px, 0-255" + }, + "hf_ratio": { + "value": 0.00432, + "method": "share of luminance FFT power above radius 0.25 at 256 px" + }, + "degenerate": { + "value": true, + "method": "pixel guard: noise, blob or flat output", + "reasons": [ + "blob" + ] + }, + "mae_vs_baseline": { + "value": 37.371, + "method": "mean absolute RGB difference vs the baseline, 0-255" + }, + "lpips_distance": { + "value": 0.42617, + "method": "LPIPS vs the baseline at 256 px", + "model": "lpips/alex" + }, + "dinov2_distance": { + "value": 0.380602, + "method": "1 - cosine of CLS embeddings vs the baseline's", + "model": "facebookresearch/dinov2:dinov2_vitb14" + }, + "clip_distance": { + "value": 0.068971, + "method": "1 - cosine of image embeddings vs the baseline's", + "model": "openai/clip-vit-base-patch32" + } + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/01d38a7730daa05df3de/record.json b/records/sd1/author_experiment/01d38a7730daa05df3de/record.json new file mode 100644 index 0000000000000000000000000000000000000000..fee2d08dd53324fc367e7dacf524be6322feb495 --- /dev/null +++ b/records/sd1/author_experiment/01d38a7730daa05df3de/record.json @@ -0,0 +1,57 @@ +{ + "id": "01d38a7730daa05df3de", + "schema_version": "1.0", + "source": "author_experiment", + "created": "2026-10-01T19:29:07Z", + "license": "CC0-1.0", + "consent": { + "prompt": true, + "input_image": false + }, + "model": { + "checkpoint": "sd-v1-4.ckpt", + "arch": "sd14", + "family": "sd1" + }, + "setup": { + "route": "txt2img", + "seed": 42, + "sampler": "dpmpp_2m", + "scheduler": "karras", + "steps": 20, + "cfg": 8.0, + "width": 512, + "height": 512, + "prompt": "an armchair made from an avocado", + "prompt_key": "7dc329d0f8e08220" + }, + "bends": [ + { + "path": "output_blocks.5.1.proj_in", + "op": "rotate", + "args": { + "angle_degrees": 180.0 + }, + "group": "out.lo", + "kind": "proj", + "module_type": "Conv2d", + "container": "SpatialTransformer", + "start": 0.0, + "end": 1.0, + "window": "all", + "bucket": "half" + } + ], + "outputs": { + "image": "output.webp", + "baseline_id": "1363de0ce0eb925e9719" + }, + "provenance": { + "producer": "agentic_comfy", + "importer": "kb_import_experiments", + "original_path": "neurips/experiments/MultiPrompt_2/5/output_blocks.5.1.proj_in___angle_degrees___180_00001_.png", + "csv": "MultiPrompt_2.csv", + "prompt_num": "5", + "type_path": "ModuleList.TimestepEmbedSequential.SpatialTransformer.Conv2d" + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/01e28868467ada12353c/measurements.json b/records/sd1/author_experiment/01e28868467ada12353c/measurements.json new file mode 100644 index 0000000000000000000000000000000000000000..6e55b094a5177da169e92c9d5839ce4ed8a8335a --- /dev/null +++ b/records/sd1/author_experiment/01e28868467ada12353c/measurements.json @@ -0,0 +1,37 @@ +{ + "record": "01e28868467ada12353c", + "values": { + "std": { + "value": 45.993, + "method": "luminance standard deviation at 256 px, 0-255" + }, + "hf_ratio": { + "value": 0.01091, + "method": "share of luminance FFT power above radius 0.25 at 256 px" + }, + "degenerate": { + "value": false, + "method": "pixel guard: noise, blob or flat output", + "reasons": [] + }, + "mae_vs_baseline": { + "value": 19.185, + "method": "mean absolute RGB difference vs the baseline, 0-255" + }, + "lpips_distance": { + "value": 0.28527, + "method": "LPIPS vs the baseline at 256 px", + "model": "lpips/alex" + }, + "dinov2_distance": { + "value": 0.170262, + "method": "1 - cosine of CLS embeddings vs the baseline's", + "model": "facebookresearch/dinov2:dinov2_vitb14" + }, + "clip_distance": { + "value": 0.060991, + "method": "1 - cosine of image embeddings vs the baseline's", + "model": "openai/clip-vit-base-patch32" + } + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/01e28868467ada12353c/record.json b/records/sd1/author_experiment/01e28868467ada12353c/record.json new file mode 100644 index 0000000000000000000000000000000000000000..30f14bc5fbef0d158f1908dee5622c80d11996ce --- /dev/null +++ b/records/sd1/author_experiment/01e28868467ada12353c/record.json @@ -0,0 +1,57 @@ +{ + "id": "01e28868467ada12353c", + "schema_version": "1.0", + "source": "author_experiment", + "created": "2026-10-01T19:27:53Z", + "license": "CC0-1.0", + "consent": { + "prompt": true, + "input_image": false + }, + "model": { + "checkpoint": "sd-v1-4.ckpt", + "arch": "sd14", + "family": "sd1" + }, + "setup": { + "route": "txt2img", + "seed": 42, + "sampler": "dpmpp_2m", + "scheduler": "karras", + "steps": 20, + "cfg": 8.0, + "width": 512, + "height": 512, + "prompt": "A picturesque sunset over a calm lake, with vibrant hues of orange, pink, and purple reflecting on the water.", + "prompt_key": "77d1f745d59b9534" + }, + "bends": [ + { + "path": "input_blocks.7.0.in_layers.2", + "op": "rotate", + "args": { + "angle_degrees": 270.0 + }, + "group": "in.lo", + "kind": "res_branch", + "module_type": "Conv2d", + "container": "Sequential", + "start": 0.0, + "end": 1.0, + "window": "all", + "bucket": "quarter" + } + ], + "outputs": { + "image": "output.webp", + "baseline_id": "db9cdf02ae7c599f400d" + }, + "provenance": { + "producer": "agentic_comfy", + "importer": "kb_import_experiments", + "original_path": "neurips/experiments/MultiPrompt_2/4/input_blocks.7.0.in_layers.2___angle_degrees___270_00001_.png", + "csv": "MultiPrompt_2.csv", + "prompt_num": "4", + "type_path": "ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Conv2d" + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/021f5a6bfcce49a5c871/measurements.json b/records/sd1/author_experiment/021f5a6bfcce49a5c871/measurements.json new file mode 100644 index 0000000000000000000000000000000000000000..0d17975fa28ac0103930fa82765c7d1b277e7df4 --- /dev/null +++ b/records/sd1/author_experiment/021f5a6bfcce49a5c871/measurements.json @@ -0,0 +1,37 @@ +{ + "record": "021f5a6bfcce49a5c871", + "values": { + "std": { + "value": 32.279, + "method": "luminance standard deviation at 256 px, 0-255" + }, + "hf_ratio": { + "value": 0.02175, + "method": "share of luminance FFT power above radius 0.25 at 256 px" + }, + "degenerate": { + "value": false, + "method": "pixel guard: noise, blob or flat output", + "reasons": [] + }, + "mae_vs_baseline": { + "value": 13.897, + "method": "mean absolute RGB difference vs the baseline, 0-255" + }, + "lpips_distance": { + "value": 0.335385, + "method": "LPIPS vs the baseline at 256 px", + "model": "lpips/alex" + }, + "dinov2_distance": { + "value": 0.12939, + "method": "1 - cosine of CLS embeddings vs the baseline's", + "model": "facebookresearch/dinov2:dinov2_vitb14" + }, + "clip_distance": { + "value": 0.146387, + "method": "1 - cosine of image embeddings vs the baseline's", + "model": "openai/clip-vit-base-patch32" + } + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/021f5a6bfcce49a5c871/record.json b/records/sd1/author_experiment/021f5a6bfcce49a5c871/record.json new file mode 100644 index 0000000000000000000000000000000000000000..63dce3298cfb4e61f1ada08c3bd2889b1496f1d3 --- /dev/null +++ b/records/sd1/author_experiment/021f5a6bfcce49a5c871/record.json @@ -0,0 +1,57 @@ +{ + "id": "021f5a6bfcce49a5c871", + "schema_version": "1.0", + "source": "author_experiment", + "created": "2026-10-01T19:41:11Z", + "license": "CC0-1.0", + "consent": { + "prompt": true, + "input_image": false + }, + "model": { + "checkpoint": "sd-v1-4.ckpt", + "arch": "sd14", + "family": "sd1" + }, + "setup": { + "route": "txt2img", + "seed": 42, + "sampler": "dpmpp_2m", + "scheduler": "karras", + "steps": 20, + "cfg": 8.0, + "width": 512, + "height": 512, + "prompt": "Realistic spaceship rocket design.", + "prompt_key": "9b074a683d61e0cf" + }, + "bends": [ + { + "path": "output_blocks.5.0.in_layers.2", + "op": "rotate", + "args": { + "angle_degrees": 180.0 + }, + "group": "out.lo", + "kind": "res_branch", + "module_type": "Conv2d", + "container": "Sequential", + "start": 0.0, + "end": 1.0, + "window": "all", + "bucket": "half" + } + ], + "outputs": { + "image": "output.webp", + "baseline_id": "47a948fad97344976dea" + }, + "provenance": { + "producer": "agentic_comfy", + "importer": "kb_import_experiments", + "original_path": "neurips/experiments/MultiPrompt_2/12/output_blocks.5.0.in_layers.2___angle_degrees___180_00001_.png", + "csv": "MultiPrompt_2.csv", + "prompt_num": "12", + "type_path": "ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Conv2d" + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/0242fd5d01400daccb92/measurements.json b/records/sd1/author_experiment/0242fd5d01400daccb92/measurements.json new file mode 100644 index 0000000000000000000000000000000000000000..09bd7a161d523565ec335059d222a8dd565eb537 --- /dev/null +++ b/records/sd1/author_experiment/0242fd5d01400daccb92/measurements.json @@ -0,0 +1,39 @@ +{ + "record": "0242fd5d01400daccb92", + "values": { + "std": { + "value": 54.792, + "method": "luminance standard deviation at 256 px, 0-255" + }, + "hf_ratio": { + "value": 0.0054, + "method": "share of luminance FFT power above radius 0.25 at 256 px" + }, + "degenerate": { + "value": true, + "method": "pixel guard: noise, blob or flat output", + "reasons": [ + "blob" + ] + }, + "mae_vs_baseline": { + "value": 30.954, + "method": "mean absolute RGB difference vs the baseline, 0-255" + }, + "lpips_distance": { + "value": 0.467039, + "method": "LPIPS vs the baseline at 256 px", + "model": "lpips/alex" + }, + "dinov2_distance": { + "value": 0.507119, + "method": "1 - cosine of CLS embeddings vs the baseline's", + "model": "facebookresearch/dinov2:dinov2_vitb14" + }, + "clip_distance": { + "value": 0.144242, + "method": "1 - cosine of image embeddings vs the baseline's", + "model": "openai/clip-vit-base-patch32" + } + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/0242fd5d01400daccb92/record.json b/records/sd1/author_experiment/0242fd5d01400daccb92/record.json new file mode 100644 index 0000000000000000000000000000000000000000..5d7ac080b3329cb58812266170745e6b32d0448f --- /dev/null +++ b/records/sd1/author_experiment/0242fd5d01400daccb92/record.json @@ -0,0 +1,57 @@ +{ + "id": "0242fd5d01400daccb92", + "schema_version": "1.0", + "source": "author_experiment", + "created": "2026-10-01T19:30:56Z", + "license": "CC0-1.0", + "consent": { + "prompt": true, + "input_image": false + }, + "model": { + "checkpoint": "sd-v1-4.ckpt", + "arch": "sd14", + "family": "sd1" + }, + "setup": { + "route": "txt2img", + "seed": 42, + "sampler": "dpmpp_2m", + "scheduler": "karras", + "steps": 20, + "cfg": 8.0, + "width": 512, + "height": 512, + "prompt": "An otherworldly landscape with floating islands and a glowing sun", + "prompt_key": "bb454847dc9af468" + }, + "bends": [ + { + "path": "input_blocks.8.0.in_layers.2", + "op": "rotate", + "args": { + "angle_degrees": 270.0 + }, + "group": "in.lo", + "kind": "res_branch", + "module_type": "Conv2d", + "container": "Sequential", + "start": 0.0, + "end": 1.0, + "window": "all", + "bucket": "quarter" + } + ], + "outputs": { + "image": "output.webp", + "baseline_id": "ee719ccceb15c6fffb64" + }, + "provenance": { + "producer": "agentic_comfy", + "importer": "kb_import_experiments", + "original_path": "neurips/experiments/MultiPrompt_2/6/input_blocks.8.0.in_layers.2___angle_degrees___270_00001_.png", + "csv": "MultiPrompt_2.csv", + "prompt_num": "6", + "type_path": "ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Conv2d" + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/0260416f4cb89dceaf75/measurements.json b/records/sd1/author_experiment/0260416f4cb89dceaf75/measurements.json new file mode 100644 index 0000000000000000000000000000000000000000..8b9047996f37816ac62831ea99352f49f2b7ecee --- /dev/null +++ b/records/sd1/author_experiment/0260416f4cb89dceaf75/measurements.json @@ -0,0 +1,37 @@ +{ + "record": "0260416f4cb89dceaf75", + "values": { + "std": { + "value": 60.645, + "method": "luminance standard deviation at 256 px, 0-255" + }, + "hf_ratio": { + "value": 0.00677, + "method": "share of luminance FFT power above radius 0.25 at 256 px" + }, + "degenerate": { + "value": false, + "method": "pixel guard: noise, blob or flat output", + "reasons": [] + }, + "mae_vs_baseline": { + "value": 43.365, + "method": "mean absolute RGB difference vs the baseline, 0-255" + }, + "lpips_distance": { + "value": 0.477634, + "method": "LPIPS vs the baseline at 256 px", + "model": "lpips/alex" + }, + "dinov2_distance": { + "value": 0.254745, + "method": "1 - cosine of CLS embeddings vs the baseline's", + "model": "facebookresearch/dinov2:dinov2_vitb14" + }, + "clip_distance": { + "value": 0.092242, + "method": "1 - cosine of image embeddings vs the baseline's", + "model": "openai/clip-vit-base-patch32" + } + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/0260416f4cb89dceaf75/record.json b/records/sd1/author_experiment/0260416f4cb89dceaf75/record.json new file mode 100644 index 0000000000000000000000000000000000000000..9fddefd11f1e00b31ad393f0f0777ad89e7fb326 --- /dev/null +++ b/records/sd1/author_experiment/0260416f4cb89dceaf75/record.json @@ -0,0 +1,57 @@ +{ + "id": "0260416f4cb89dceaf75", + "schema_version": "1.0", + "source": "author_experiment", + "created": "2026-10-01T19:34:31Z", + "license": "CC0-1.0", + "consent": { + "prompt": true, + "input_image": false + }, + "model": { + "checkpoint": "sd-v1-4.ckpt", + "arch": "sd14", + "family": "sd1" + }, + "setup": { + "route": "txt2img", + "seed": 42, + "sampler": "dpmpp_2m", + "scheduler": "karras", + "steps": 20, + "cfg": 8.0, + "width": 512, + "height": 512, + "prompt": "cute mouse wearing a pink hat and glasses, concept art, cgsociety, octane render, trending on artstation, artstationHD, artstationHQ, unreal engine, 4k, 8k --height 768", + "prompt_key": "15528c5fd4c98ce7" + }, + "bends": [ + { + "path": "output_blocks.5.1.proj_in", + "op": "rotate", + "args": { + "angle_degrees": 270.0 + }, + "group": "out.lo", + "kind": "proj", + "module_type": "Conv2d", + "container": "SpatialTransformer", + "start": 0.0, + "end": 1.0, + "window": "all", + "bucket": "quarter" + } + ], + "outputs": { + "image": "output.webp", + "baseline_id": "bbfebfc7c86c798d9d7d" + }, + "provenance": { + "producer": "agentic_comfy", + "importer": "kb_import_experiments", + "original_path": "neurips/experiments/MultiPrompt_2/8/output_blocks.5.1.proj_in___angle_degrees___270_00001_.png", + "csv": "MultiPrompt_2.csv", + "prompt_num": "8", + "type_path": "ModuleList.TimestepEmbedSequential.SpatialTransformer.Conv2d" + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/027a5c3ad36cd28380ed/measurements.json b/records/sd1/author_experiment/027a5c3ad36cd28380ed/measurements.json new file mode 100644 index 0000000000000000000000000000000000000000..3576c3e06a9c0aec9ff138ea6c6bf48be2af8a12 --- /dev/null +++ b/records/sd1/author_experiment/027a5c3ad36cd28380ed/measurements.json @@ -0,0 +1,37 @@ +{ + "record": "027a5c3ad36cd28380ed", + "values": { + "std": { + "value": 34.165, + "method": "luminance standard deviation at 256 px, 0-255" + }, + "hf_ratio": { + "value": 0.02615, + "method": "share of luminance FFT power above radius 0.25 at 256 px" + }, + "degenerate": { + "value": false, + "method": "pixel guard: noise, blob or flat output", + "reasons": [] + }, + "mae_vs_baseline": { + "value": 9.859, + "method": "mean absolute RGB difference vs the baseline, 0-255" + }, + "lpips_distance": { + "value": 0.165546, + "method": "LPIPS vs the baseline at 256 px", + "model": "lpips/alex" + }, + "dinov2_distance": { + "value": 0.065783, + "method": "1 - cosine of CLS embeddings vs the baseline's", + "model": "facebookresearch/dinov2:dinov2_vitb14" + }, + "clip_distance": { + "value": 0.02037, + "method": "1 - cosine of image embeddings vs the baseline's", + "model": "openai/clip-vit-base-patch32" + } + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/027a5c3ad36cd28380ed/record.json b/records/sd1/author_experiment/027a5c3ad36cd28380ed/record.json new file mode 100644 index 0000000000000000000000000000000000000000..fcbb23fed841e2549cb23cf99697253f978cb5b7 --- /dev/null +++ b/records/sd1/author_experiment/027a5c3ad36cd28380ed/record.json @@ -0,0 +1,57 @@ +{ + "id": "027a5c3ad36cd28380ed", + "schema_version": "1.0", + "source": "author_experiment", + "created": "2026-10-01T19:22:08Z", + "license": "CC0-1.0", + "consent": { + "prompt": true, + "input_image": false + }, + "model": { + "checkpoint": "sd-v1-4.ckpt", + "arch": "sd14", + "family": "sd1" + }, + "setup": { + "route": "txt2img", + "seed": 42, + "sampler": "dpmpp_2m", + "scheduler": "karras", + "steps": 20, + "cfg": 8.0, + "width": 512, + "height": 512, + "prompt": "a beautiful delicate ornate tower, white with decoration in pink and green, splashes upwards out of a turbulent ocean as sunlight sparkles on the water.  Stunning oil painting, highly detailed.", + "prompt_key": "3018bec5106fcd01" + }, + "bends": [ + { + "path": "input_blocks.11.0.out_layers.3", + "op": "rotate", + "args": { + "angle_degrees": 90.0 + }, + "group": "in.lo", + "kind": "res_branch", + "module_type": "Conv2d", + "container": "Sequential", + "start": 0.0, + "end": 1.0, + "window": "all", + "bucket": "quarter" + } + ], + "outputs": { + "image": "output.webp", + "baseline_id": "088f1032c100a2c1e8b2" + }, + "provenance": { + "producer": "agentic_comfy", + "importer": "kb_import_experiments", + "original_path": "neurips/experiments/MultiPrompt_2/1/input_blocks.11.0.out_layers.3___angle_degrees___90_00001_.png", + "csv": "MultiPrompt_2.csv", + "prompt_num": "1", + "type_path": "ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Conv2d" + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/02bfa49a546f8cf9a0c2/measurements.json b/records/sd1/author_experiment/02bfa49a546f8cf9a0c2/measurements.json new file mode 100644 index 0000000000000000000000000000000000000000..3d4a0ff81b9cba6e35f5f5e631d90e0cb226982d --- /dev/null +++ b/records/sd1/author_experiment/02bfa49a546f8cf9a0c2/measurements.json @@ -0,0 +1,37 @@ +{ + "record": "02bfa49a546f8cf9a0c2", + "values": { + "std": { + "value": 37.373, + "method": "luminance standard deviation at 256 px, 0-255" + }, + "hf_ratio": { + "value": 0.06302, + "method": "share of luminance FFT power above radius 0.25 at 256 px" + }, + "degenerate": { + "value": false, + "method": "pixel guard: noise, blob or flat output", + "reasons": [] + }, + "mae_vs_baseline": { + "value": 43.429, + "method": "mean absolute RGB difference vs the baseline, 0-255" + }, + "lpips_distance": { + "value": 0.430079, + "method": "LPIPS vs the baseline at 256 px", + "model": "lpips/alex" + }, + "dinov2_distance": { + "value": 0.322636, + "method": "1 - cosine of CLS embeddings vs the baseline's", + "model": "facebookresearch/dinov2:dinov2_vitb14" + }, + "clip_distance": { + "value": 0.160269, + "method": "1 - cosine of image embeddings vs the baseline's", + "model": "openai/clip-vit-base-patch32" + } + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/02bfa49a546f8cf9a0c2/record.json b/records/sd1/author_experiment/02bfa49a546f8cf9a0c2/record.json new file mode 100644 index 0000000000000000000000000000000000000000..8f9731ff2d1f21139a167a15e9b15d21e2f2369b --- /dev/null +++ b/records/sd1/author_experiment/02bfa49a546f8cf9a0c2/record.json @@ -0,0 +1,57 @@ +{ + "id": "02bfa49a546f8cf9a0c2", + "schema_version": "1.0", + "source": "author_experiment", + "created": "2026-10-01T19:24:22Z", + "license": "CC0-1.0", + "consent": { + "prompt": true, + "input_image": false + }, + "model": { + "checkpoint": "sd-v1-4.ckpt", + "arch": "sd14", + "family": "sd1" + }, + "setup": { + "route": "txt2img", + "seed": 42, + "sampler": "dpmpp_2m", + "scheduler": "karras", + "steps": 20, + "cfg": 8.0, + "width": 512, + "height": 512, + "prompt": "a chinese frog in royal clothes bathing in a hot spring while smoking cigarette, digital painting, trending on artstation, deviantart, 8k, epic composition, intrinsic details, perfect coherence", + "prompt_key": "233e8816483a80c9" + }, + "bends": [ + { + "path": "output_blocks.1.0.out_layers.3", + "op": "rotate", + "args": { + "angle_degrees": 180.0 + }, + "group": "out.lo", + "kind": "res_branch", + "module_type": "Conv2d", + "container": "Sequential", + "start": 0.0, + "end": 1.0, + "window": "all", + "bucket": "half" + } + ], + "outputs": { + "image": "output.webp", + "baseline_id": "f2e195c3a6efb27d5a7d" + }, + "provenance": { + "producer": "agentic_comfy", + "importer": "kb_import_experiments", + "original_path": "neurips/experiments/MultiPrompt_2/2/output_blocks.1.0.out_layers.3___angle_degrees___180_00001_.png", + "csv": "MultiPrompt_2.csv", + "prompt_num": "2", + "type_path": "ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Conv2d" + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/02c7aa14b05a2724cf3a/measurements.json b/records/sd1/author_experiment/02c7aa14b05a2724cf3a/measurements.json new file mode 100644 index 0000000000000000000000000000000000000000..6579e4fd5874454dd702b95e39417886992ce935 --- /dev/null +++ b/records/sd1/author_experiment/02c7aa14b05a2724cf3a/measurements.json @@ -0,0 +1,37 @@ +{ + "record": "02c7aa14b05a2724cf3a", + "values": { + "std": { + "value": 87.298, + "method": "luminance standard deviation at 256 px, 0-255" + }, + "hf_ratio": { + "value": 0.02117, + "method": "share of luminance FFT power above radius 0.25 at 256 px" + }, + "degenerate": { + "value": false, + "method": "pixel guard: noise, blob or flat output", + "reasons": [] + }, + "mae_vs_baseline": { + "value": 92.557, + "method": "mean absolute RGB difference vs the baseline, 0-255" + }, + "lpips_distance": { + "value": 0.954022, + "method": "LPIPS vs the baseline at 256 px", + "model": "lpips/alex" + }, + "dinov2_distance": { + "value": 0.964338, + "method": "1 - cosine of CLS embeddings vs the baseline's", + "model": "facebookresearch/dinov2:dinov2_vitb14" + }, + "clip_distance": { + "value": 0.420608, + "method": "1 - cosine of image embeddings vs the baseline's", + "model": "openai/clip-vit-base-patch32" + } + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/02c7aa14b05a2724cf3a/record.json b/records/sd1/author_experiment/02c7aa14b05a2724cf3a/record.json new file mode 100644 index 0000000000000000000000000000000000000000..b78d275eaa7b3a5c2c4d6c1017a447ce7211247b --- /dev/null +++ b/records/sd1/author_experiment/02c7aa14b05a2724cf3a/record.json @@ -0,0 +1,57 @@ +{ + "id": "02c7aa14b05a2724cf3a", + "schema_version": "1.0", + "source": "author_experiment", + "created": "2026-10-01T19:41:24Z", + "license": "CC0-1.0", + "consent": { + "prompt": true, + "input_image": false + }, + "model": { + "checkpoint": "sd-v1-4.ckpt", + "arch": "sd14", + "family": "sd1" + }, + "setup": { + "route": "txt2img", + "seed": 42, + "sampler": "dpmpp_2m", + "scheduler": "karras", + "steps": 20, + "cfg": 8.0, + "width": 512, + "height": 512, + "prompt": "Realistic spaceship rocket design.", + "prompt_key": "9b074a683d61e0cf" + }, + "bends": [ + { + "path": "input_blocks.0.0", + "op": "rotate", + "args": { + "angle_degrees": 270.0 + }, + "group": "in.hi", + "kind": "conv_in", + "module_type": "Conv2d", + "container": "TimestepEmbedSequential", + "start": 0.0, + "end": 1.0, + "window": "all", + "bucket": "quarter" + } + ], + "outputs": { + "image": "output.webp", + "baseline_id": "47a948fad97344976dea" + }, + "provenance": { + "producer": "agentic_comfy", + "importer": "kb_import_experiments", + "original_path": "neurips/experiments/MultiPrompt_2/12/input_blocks.0.0___angle_degrees___270_00001_.png", + "csv": "MultiPrompt_2.csv", + "prompt_num": "12", + "type_path": "ModuleList.TimestepEmbedSequential.Conv2d" + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/02c8a9ae040ec1190ce3/measurements.json b/records/sd1/author_experiment/02c8a9ae040ec1190ce3/measurements.json new file mode 100644 index 0000000000000000000000000000000000000000..fc8ad4b35edb6690f691b9e8020218dbd080145c --- /dev/null +++ b/records/sd1/author_experiment/02c8a9ae040ec1190ce3/measurements.json @@ -0,0 +1,39 @@ +{ + "record": "02c8a9ae040ec1190ce3", + "values": { + "std": { + "value": 66.222, + "method": "luminance standard deviation at 256 px, 0-255" + }, + "hf_ratio": { + "value": 0.00582, + "method": "share of luminance FFT power above radius 0.25 at 256 px" + }, + "degenerate": { + "value": true, + "method": "pixel guard: noise, blob or flat output", + "reasons": [ + "blob" + ] + }, + "mae_vs_baseline": { + "value": 43.588, + "method": "mean absolute RGB difference vs the baseline, 0-255" + }, + "lpips_distance": { + "value": 0.589861, + "method": "LPIPS vs the baseline at 256 px", + "model": "lpips/alex" + }, + "dinov2_distance": { + "value": 0.6719, + "method": "1 - cosine of CLS embeddings vs the baseline's", + "model": "facebookresearch/dinov2:dinov2_vitb14" + }, + "clip_distance": { + "value": 0.205421, + "method": "1 - cosine of image embeddings vs the baseline's", + "model": "openai/clip-vit-base-patch32" + } + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/02c8a9ae040ec1190ce3/record.json b/records/sd1/author_experiment/02c8a9ae040ec1190ce3/record.json new file mode 100644 index 0000000000000000000000000000000000000000..2bedf587ff3087d9edfc9893ba0b42e7f344b068 --- /dev/null +++ b/records/sd1/author_experiment/02c8a9ae040ec1190ce3/record.json @@ -0,0 +1,57 @@ +{ + "id": "02c8a9ae040ec1190ce3", + "schema_version": "1.0", + "source": "author_experiment", + "created": "2026-10-01T19:30:17Z", + "license": "CC0-1.0", + "consent": { + "prompt": true, + "input_image": false + }, + "model": { + "checkpoint": "sd-v1-4.ckpt", + "arch": "sd14", + "family": "sd1" + }, + "setup": { + "route": "txt2img", + "seed": 42, + "sampler": "dpmpp_2m", + "scheduler": "karras", + "steps": 20, + "cfg": 8.0, + "width": 512, + "height": 512, + "prompt": "An otherworldly landscape with floating islands and a glowing sun", + "prompt_key": "bb454847dc9af468" + }, + "bends": [ + { + "path": "output_blocks.11.0.out_layers.3", + "op": "rotate", + "args": { + "angle_degrees": 90.0 + }, + "group": "out.hi", + "kind": "res_branch", + "module_type": "Conv2d", + "container": "Sequential", + "start": 0.0, + "end": 1.0, + "window": "all", + "bucket": "quarter" + } + ], + "outputs": { + "image": "output.webp", + "baseline_id": "ee719ccceb15c6fffb64" + }, + "provenance": { + "producer": "agentic_comfy", + "importer": "kb_import_experiments", + "original_path": "neurips/experiments/MultiPrompt_2/6/output_blocks.11.0.out_layers.3___angle_degrees___90_00001_.png", + "csv": "MultiPrompt_2.csv", + "prompt_num": "6", + "type_path": "ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Conv2d" + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/02e2574108f91de956ff/measurements.json b/records/sd1/author_experiment/02e2574108f91de956ff/measurements.json new file mode 100644 index 0000000000000000000000000000000000000000..1fa4e350dc5ca24523dc67dd228e21705a60369c --- /dev/null +++ b/records/sd1/author_experiment/02e2574108f91de956ff/measurements.json @@ -0,0 +1,37 @@ +{ + "record": "02e2574108f91de956ff", + "values": { + "std": { + "value": 58.616, + "method": "luminance standard deviation at 256 px, 0-255" + }, + "hf_ratio": { + "value": 0.01485, + "method": "share of luminance FFT power above radius 0.25 at 256 px" + }, + "degenerate": { + "value": false, + "method": "pixel guard: noise, blob or flat output", + "reasons": [] + }, + "mae_vs_baseline": { + "value": 40.96, + "method": "mean absolute RGB difference vs the baseline, 0-255" + }, + "lpips_distance": { + "value": 0.852155, + "method": "LPIPS vs the baseline at 256 px", + "model": "lpips/alex" + }, + "dinov2_distance": { + "value": 0.69128, + "method": "1 - cosine of CLS embeddings vs the baseline's", + "model": "facebookresearch/dinov2:dinov2_vitb14" + }, + "clip_distance": { + "value": 0.21813, + "method": "1 - cosine of image embeddings vs the baseline's", + "model": "openai/clip-vit-base-patch32" + } + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/02e2574108f91de956ff/record.json b/records/sd1/author_experiment/02e2574108f91de956ff/record.json new file mode 100644 index 0000000000000000000000000000000000000000..6d2957b1b7c7e3e8f4e8d59ea4462df2db52ec4e --- /dev/null +++ b/records/sd1/author_experiment/02e2574108f91de956ff/record.json @@ -0,0 +1,57 @@ +{ + "id": "02e2574108f91de956ff", + "schema_version": "1.0", + "source": "author_experiment", + "created": "2026-10-01T19:42:42Z", + "license": "CC0-1.0", + "consent": { + "prompt": true, + "input_image": false + }, + "model": { + "checkpoint": "sd-v1-4.ckpt", + "arch": "sd14", + "family": "sd1" + }, + "setup": { + "route": "txt2img", + "seed": 42, + "sampler": "dpmpp_2m", + "scheduler": "karras", + "steps": 20, + "cfg": 8.0, + "width": 512, + "height": 512, + "prompt": "sun rising in digital art", + "prompt_key": "d2fe256961ca238c" + }, + "bends": [ + { + "path": "input_blocks.6.0.op", + "op": "rotate", + "args": { + "angle_degrees": 180.0 + }, + "group": "in.mid", + "kind": "downsample", + "module_type": "Conv2d", + "container": "Downsample", + "start": 0.0, + "end": 1.0, + "window": "all", + "bucket": "half" + } + ], + "outputs": { + "image": "output.webp", + "baseline_id": "67c1a46d1ca6d9b30e14" + }, + "provenance": { + "producer": "agentic_comfy", + "importer": "kb_import_experiments", + "original_path": "neurips/experiments/MultiPrompt_2/13/input_blocks.6.0.op___angle_degrees___180_00001_.png", + "csv": "MultiPrompt_2.csv", + "prompt_num": "13", + "type_path": "ModuleList.TimestepEmbedSequential.Downsample.Conv2d" + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/02eadbe48af89d6a9abe/measurements.json b/records/sd1/author_experiment/02eadbe48af89d6a9abe/measurements.json new file mode 100644 index 0000000000000000000000000000000000000000..c02dc53ddbc0ecc2f2389221dee762efd75eca6b --- /dev/null +++ b/records/sd1/author_experiment/02eadbe48af89d6a9abe/measurements.json @@ -0,0 +1,37 @@ +{ + "record": "02eadbe48af89d6a9abe", + "values": { + "std": { + "value": 52.792, + "method": "luminance standard deviation at 256 px, 0-255" + }, + "hf_ratio": { + "value": 0.03245, + "method": "share of luminance FFT power above radius 0.25 at 256 px" + }, + "degenerate": { + "value": false, + "method": "pixel guard: noise, blob or flat output", + "reasons": [] + }, + "mae_vs_baseline": { + "value": 21.448, + "method": "mean absolute RGB difference vs the baseline, 0-255" + }, + "lpips_distance": { + "value": 0.358344, + "method": "LPIPS vs the baseline at 256 px", + "model": "lpips/alex" + }, + "dinov2_distance": { + "value": 0.517185, + "method": "1 - cosine of CLS embeddings vs the baseline's", + "model": "facebookresearch/dinov2:dinov2_vitb14" + }, + "clip_distance": { + "value": 0.107976, + "method": "1 - cosine of image embeddings vs the baseline's", + "model": "openai/clip-vit-base-patch32" + } + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/02eadbe48af89d6a9abe/record.json b/records/sd1/author_experiment/02eadbe48af89d6a9abe/record.json new file mode 100644 index 0000000000000000000000000000000000000000..86c2ac444dfd1411360f8b12119ca6471b2f7c9b --- /dev/null +++ b/records/sd1/author_experiment/02eadbe48af89d6a9abe/record.json @@ -0,0 +1,57 @@ +{ + "id": "02eadbe48af89d6a9abe", + "schema_version": "1.0", + "source": "author_experiment", + "created": "2026-10-01T19:38:03Z", + "license": "CC0-1.0", + "consent": { + "prompt": true, + "input_image": false + }, + "model": { + "checkpoint": "sd-v1-4.ckpt", + "arch": "sd14", + "family": "sd1" + }, + "setup": { + "route": "txt2img", + "seed": 42, + "sampler": "dpmpp_2m", + "scheduler": "karras", + "steps": 20, + "cfg": 8.0, + "width": 512, + "height": 512, + "prompt": "happiness, landscape, beautiful, incredible", + "prompt_key": "0574fb4acdb7c86e" + }, + "bends": [ + { + "path": "output_blocks.3.0.out_layers.3", + "op": "rotate", + "args": { + "angle_degrees": 270.0 + }, + "group": "out.lo", + "kind": "res_branch", + "module_type": "Conv2d", + "container": "Sequential", + "start": 0.0, + "end": 1.0, + "window": "all", + "bucket": "quarter" + } + ], + "outputs": { + "image": "output.webp", + "baseline_id": "1620e3cf0c22ce07006c" + }, + "provenance": { + "producer": "agentic_comfy", + "importer": "kb_import_experiments", + "original_path": "neurips/experiments/MultiPrompt_2/10/output_blocks.3.0.out_layers.3___angle_degrees___270_00001_.png", + "csv": "MultiPrompt_2.csv", + "prompt_num": "10", + "type_path": "ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Conv2d" + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/032670f50ecbc97f2022/measurements.json b/records/sd1/author_experiment/032670f50ecbc97f2022/measurements.json new file mode 100644 index 0000000000000000000000000000000000000000..9d3620d708dcb7f0cce68ced7ee32c00d976adfc --- /dev/null +++ b/records/sd1/author_experiment/032670f50ecbc97f2022/measurements.json @@ -0,0 +1,37 @@ +{ + "record": "032670f50ecbc97f2022", + "values": { + "std": { + "value": 37.309, + "method": "luminance standard deviation at 256 px, 0-255" + }, + "hf_ratio": { + "value": 0.02788, + "method": "share of luminance FFT power above radius 0.25 at 256 px" + }, + "degenerate": { + "value": false, + "method": "pixel guard: noise, blob or flat output", + "reasons": [] + }, + "mae_vs_baseline": { + "value": 16.731, + "method": "mean absolute RGB difference vs the baseline, 0-255" + }, + "lpips_distance": { + "value": 0.277583, + "method": "LPIPS vs the baseline at 256 px", + "model": "lpips/alex" + }, + "dinov2_distance": { + "value": 0.395783, + "method": "1 - cosine of CLS embeddings vs the baseline's", + "model": "facebookresearch/dinov2:dinov2_vitb14" + }, + "clip_distance": { + "value": 0.135168, + "method": "1 - cosine of image embeddings vs the baseline's", + "model": "openai/clip-vit-base-patch32" + } + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/032670f50ecbc97f2022/record.json b/records/sd1/author_experiment/032670f50ecbc97f2022/record.json new file mode 100644 index 0000000000000000000000000000000000000000..15fd8bb6a961281aedb29208d36b54c6881ae18b --- /dev/null +++ b/records/sd1/author_experiment/032670f50ecbc97f2022/record.json @@ -0,0 +1,57 @@ +{ + "id": "032670f50ecbc97f2022", + "schema_version": "1.0", + "source": "author_experiment", + "created": "2026-10-01T19:22:53Z", + "license": "CC0-1.0", + "consent": { + "prompt": true, + "input_image": false + }, + "model": { + "checkpoint": "sd-v1-4.ckpt", + "arch": "sd14", + "family": "sd1" + }, + "setup": { + "route": "txt2img", + "seed": 42, + "sampler": "dpmpp_2m", + "scheduler": "karras", + "steps": 20, + "cfg": 8.0, + "width": 512, + "height": 512, + "prompt": "a beautiful delicate ornate tower, white with decoration in pink and green, splashes upwards out of a turbulent ocean as sunlight sparkles on the water.  Stunning oil painting, highly detailed.", + "prompt_key": "3018bec5106fcd01" + }, + "bends": [ + { + "path": "output_blocks.7.0.out_layers.3", + "op": "rotate", + "args": { + "angle_degrees": 180.0 + }, + "group": "out.mid", + "kind": "res_branch", + "module_type": "Conv2d", + "container": "Sequential", + "start": 0.0, + "end": 1.0, + "window": "all", + "bucket": "half" + } + ], + "outputs": { + "image": "output.webp", + "baseline_id": "088f1032c100a2c1e8b2" + }, + "provenance": { + "producer": "agentic_comfy", + "importer": "kb_import_experiments", + "original_path": "neurips/experiments/MultiPrompt_2/1/output_blocks.7.0.out_layers.3___angle_degrees___180_00001_.png", + "csv": "MultiPrompt_2.csv", + "prompt_num": "1", + "type_path": "ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Conv2d" + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/032706db29e9a429ba53/measurements.json b/records/sd1/author_experiment/032706db29e9a429ba53/measurements.json new file mode 100644 index 0000000000000000000000000000000000000000..59a5b547d39b3219024792c5f804a5c1b711dcee --- /dev/null +++ b/records/sd1/author_experiment/032706db29e9a429ba53/measurements.json @@ -0,0 +1,39 @@ +{ + "record": "032706db29e9a429ba53", + "values": { + "std": { + "value": 66.365, + "method": "luminance standard deviation at 256 px, 0-255" + }, + "hf_ratio": { + "value": 0.0079, + "method": "share of luminance FFT power above radius 0.25 at 256 px" + }, + "degenerate": { + "value": true, + "method": "pixel guard: noise, blob or flat output", + "reasons": [ + "clipped" + ] + }, + "mae_vs_baseline": { + "value": 81.939, + "method": "mean absolute RGB difference vs the baseline, 0-255" + }, + "lpips_distance": { + "value": 0.740886, + "method": "LPIPS vs the baseline at 256 px", + "model": "lpips/alex" + }, + "dinov2_distance": { + "value": 0.940294, + "method": "1 - cosine of CLS embeddings vs the baseline's", + "model": "facebookresearch/dinov2:dinov2_vitb14" + }, + "clip_distance": { + "value": 0.362917, + "method": "1 - cosine of image embeddings vs the baseline's", + "model": "openai/clip-vit-base-patch32" + } + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/032706db29e9a429ba53/record.json b/records/sd1/author_experiment/032706db29e9a429ba53/record.json new file mode 100644 index 0000000000000000000000000000000000000000..f0cf9ea1cffbabfbc9a9f7f929f9322d9f91406a --- /dev/null +++ b/records/sd1/author_experiment/032706db29e9a429ba53/record.json @@ -0,0 +1,57 @@ +{ + "id": "032706db29e9a429ba53", + "schema_version": "1.0", + "source": "author_experiment", + "created": "2026-10-01T19:28:09Z", + "license": "CC0-1.0", + "consent": { + "prompt": true, + "input_image": false + }, + "model": { + "checkpoint": "sd-v1-4.ckpt", + "arch": "sd14", + "family": "sd1" + }, + "setup": { + "route": "txt2img", + "seed": 42, + "sampler": "dpmpp_2m", + "scheduler": "karras", + "steps": 20, + "cfg": 8.0, + "width": 512, + "height": 512, + "prompt": "A picturesque sunset over a calm lake, with vibrant hues of orange, pink, and purple reflecting on the water.", + "prompt_key": "77d1f745d59b9534" + }, + "bends": [ + { + "path": "output_blocks.8.0.skip_connection", + "op": "rotate", + "args": { + "angle_degrees": 270.0 + }, + "group": "out.mid", + "kind": "skip", + "module_type": "Conv2d", + "container": "ResBlock", + "start": 0.0, + "end": 1.0, + "window": "all", + "bucket": "quarter" + } + ], + "outputs": { + "image": "output.webp", + "baseline_id": "db9cdf02ae7c599f400d" + }, + "provenance": { + "producer": "agentic_comfy", + "importer": "kb_import_experiments", + "original_path": "neurips/experiments/MultiPrompt_2/4/output_blocks.8.0.skip_connection___angle_degrees___270_00001_.png", + "csv": "MultiPrompt_2.csv", + "prompt_num": "4", + "type_path": "ModuleList.TimestepEmbedSequential.ResBlock.Conv2d" + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/0329e865dda892b95ade/measurements.json b/records/sd1/author_experiment/0329e865dda892b95ade/measurements.json new file mode 100644 index 0000000000000000000000000000000000000000..64c24fac108a2b095dfee3289dbdb99d2ac5e891 --- /dev/null +++ b/records/sd1/author_experiment/0329e865dda892b95ade/measurements.json @@ -0,0 +1,37 @@ +{ + "record": "0329e865dda892b95ade", + "values": { + "std": { + "value": 43.929, + "method": "luminance standard deviation at 256 px, 0-255" + }, + "hf_ratio": { + "value": 0.01037, + "method": "share of luminance FFT power above radius 0.25 at 256 px" + }, + "degenerate": { + "value": false, + "method": "pixel guard: noise, blob or flat output", + "reasons": [] + }, + "mae_vs_baseline": { + "value": 12.51, + "method": "mean absolute RGB difference vs the baseline, 0-255" + }, + "lpips_distance": { + "value": 0.191302, + "method": "LPIPS vs the baseline at 256 px", + "model": "lpips/alex" + }, + "dinov2_distance": { + "value": 0.134997, + "method": "1 - cosine of CLS embeddings vs the baseline's", + "model": "facebookresearch/dinov2:dinov2_vitb14" + }, + "clip_distance": { + "value": 0.061714, + "method": "1 - cosine of image embeddings vs the baseline's", + "model": "openai/clip-vit-base-patch32" + } + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/0329e865dda892b95ade/record.json b/records/sd1/author_experiment/0329e865dda892b95ade/record.json new file mode 100644 index 0000000000000000000000000000000000000000..52d0ce315de1e115baf9177dcd0fd4c4ccb05cfb --- /dev/null +++ b/records/sd1/author_experiment/0329e865dda892b95ade/record.json @@ -0,0 +1,57 @@ +{ + "id": "0329e865dda892b95ade", + "schema_version": "1.0", + "source": "author_experiment", + "created": "2026-10-01T19:26:56Z", + "license": "CC0-1.0", + "consent": { + "prompt": true, + "input_image": false + }, + "model": { + "checkpoint": "sd-v1-4.ckpt", + "arch": "sd14", + "family": "sd1" + }, + "setup": { + "route": "txt2img", + "seed": 42, + "sampler": "dpmpp_2m", + "scheduler": "karras", + "steps": 20, + "cfg": 8.0, + "width": 512, + "height": 512, + "prompt": "A picturesque sunset over a calm lake, with vibrant hues of orange, pink, and purple reflecting on the water.", + "prompt_key": "77d1f745d59b9534" + }, + "bends": [ + { + "path": "input_blocks.7.1.proj_out", + "op": "rotate", + "args": { + "angle_degrees": 90.0 + }, + "group": "in.lo", + "kind": "proj", + "module_type": "Conv2d", + "container": "SpatialTransformer", + "start": 0.0, + "end": 1.0, + "window": "all", + "bucket": "quarter" + } + ], + "outputs": { + "image": "output.webp", + "baseline_id": "db9cdf02ae7c599f400d" + }, + "provenance": { + "producer": "agentic_comfy", + "importer": "kb_import_experiments", + "original_path": "neurips/experiments/MultiPrompt_2/4/input_blocks.7.1.proj_out___angle_degrees___90_00001_.png", + "csv": "MultiPrompt_2.csv", + "prompt_num": "4", + "type_path": "ModuleList.TimestepEmbedSequential.SpatialTransformer.Conv2d" + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/034c10d067a69e854eab/measurements.json b/records/sd1/author_experiment/034c10d067a69e854eab/measurements.json new file mode 100644 index 0000000000000000000000000000000000000000..8cfd4c6fa1759bbfb4e701418e868b35a4cbdbba --- /dev/null +++ b/records/sd1/author_experiment/034c10d067a69e854eab/measurements.json @@ -0,0 +1,37 @@ +{ + "record": "034c10d067a69e854eab", + "values": { + "std": { + "value": 77.002, + "method": "luminance standard deviation at 256 px, 0-255" + }, + "hf_ratio": { + "value": 0.0284, + "method": "share of luminance FFT power above radius 0.25 at 256 px" + }, + "degenerate": { + "value": false, + "method": "pixel guard: noise, blob or flat output", + "reasons": [] + }, + "mae_vs_baseline": { + "value": 67.394, + "method": "mean absolute RGB difference vs the baseline, 0-255" + }, + "lpips_distance": { + "value": 0.75348, + "method": "LPIPS vs the baseline at 256 px", + "model": "lpips/alex" + }, + "dinov2_distance": { + "value": 0.907436, + "method": "1 - cosine of CLS embeddings vs the baseline's", + "model": "facebookresearch/dinov2:dinov2_vitb14" + }, + "clip_distance": { + "value": 0.430408, + "method": "1 - cosine of image embeddings vs the baseline's", + "model": "openai/clip-vit-base-patch32" + } + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/034c10d067a69e854eab/record.json b/records/sd1/author_experiment/034c10d067a69e854eab/record.json new file mode 100644 index 0000000000000000000000000000000000000000..168047ed1c51b1c501093ff85a5e21fea24ee383 --- /dev/null +++ b/records/sd1/author_experiment/034c10d067a69e854eab/record.json @@ -0,0 +1,57 @@ +{ + "id": "034c10d067a69e854eab", + "schema_version": "1.0", + "source": "author_experiment", + "created": "2026-10-01T19:36:53Z", + "license": "CC0-1.0", + "consent": { + "prompt": true, + "input_image": false + }, + "model": { + "checkpoint": "sd-v1-4.ckpt", + "arch": "sd14", + "family": "sd1" + }, + "setup": { + "route": "txt2img", + "seed": 42, + "sampler": "dpmpp_2m", + "scheduler": "karras", + "steps": 20, + "cfg": 8.0, + "width": 512, + "height": 512, + "prompt": "happiness, landscape, beautiful, incredible", + "prompt_key": "0574fb4acdb7c86e" + }, + "bends": [ + { + "path": "output_blocks.9.0.skip_connection", + "op": "rotate", + "args": { + "angle_degrees": 90.0 + }, + "group": "out.hi", + "kind": "skip", + "module_type": "Conv2d", + "container": "ResBlock", + "start": 0.0, + "end": 1.0, + "window": "all", + "bucket": "quarter" + } + ], + "outputs": { + "image": "output.webp", + "baseline_id": "1620e3cf0c22ce07006c" + }, + "provenance": { + "producer": "agentic_comfy", + "importer": "kb_import_experiments", + "original_path": "neurips/experiments/MultiPrompt_2/10/output_blocks.9.0.skip_connection___angle_degrees___90_00001_.png", + "csv": "MultiPrompt_2.csv", + "prompt_num": "10", + "type_path": "ModuleList.TimestepEmbedSequential.ResBlock.Conv2d" + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/0355c1a010349b7cfea6/measurements.json b/records/sd1/author_experiment/0355c1a010349b7cfea6/measurements.json new file mode 100644 index 0000000000000000000000000000000000000000..e2bc0be9d22870b0c2f84a5a116699c588d64468 --- /dev/null +++ b/records/sd1/author_experiment/0355c1a010349b7cfea6/measurements.json @@ -0,0 +1,39 @@ +{ + "record": "0355c1a010349b7cfea6", + "values": { + "std": { + "value": 55.512, + "method": "luminance standard deviation at 256 px, 0-255" + }, + "hf_ratio": { + "value": 0.00316, + "method": "share of luminance FFT power above radius 0.25 at 256 px" + }, + "degenerate": { + "value": true, + "method": "pixel guard: noise, blob or flat output", + "reasons": [ + "blob" + ] + }, + "mae_vs_baseline": { + "value": 14.549, + "method": "mean absolute RGB difference vs the baseline, 0-255" + }, + "lpips_distance": { + "value": 0.230527, + "method": "LPIPS vs the baseline at 256 px", + "model": "lpips/alex" + }, + "dinov2_distance": { + "value": 0.138416, + "method": "1 - cosine of CLS embeddings vs the baseline's", + "model": "facebookresearch/dinov2:dinov2_vitb14" + }, + "clip_distance": { + "value": 0.051133, + "method": "1 - cosine of image embeddings vs the baseline's", + "model": "openai/clip-vit-base-patch32" + } + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/0355c1a010349b7cfea6/record.json b/records/sd1/author_experiment/0355c1a010349b7cfea6/record.json new file mode 100644 index 0000000000000000000000000000000000000000..c8fb9ffc4943b899984fbc7460f377bd3101b72e --- /dev/null +++ b/records/sd1/author_experiment/0355c1a010349b7cfea6/record.json @@ -0,0 +1,57 @@ +{ + "id": "0355c1a010349b7cfea6", + "schema_version": "1.0", + "source": "author_experiment", + "created": "2026-10-01T19:28:58Z", + "license": "CC0-1.0", + "consent": { + "prompt": true, + "input_image": false + }, + "model": { + "checkpoint": "sd-v1-4.ckpt", + "arch": "sd14", + "family": "sd1" + }, + "setup": { + "route": "txt2img", + "seed": 42, + "sampler": "dpmpp_2m", + "scheduler": "karras", + "steps": 20, + "cfg": 8.0, + "width": 512, + "height": 512, + "prompt": "an armchair made from an avocado", + "prompt_key": "7dc329d0f8e08220" + }, + "bends": [ + { + "path": "middle_block.1.proj_in", + "op": "rotate", + "args": { + "angle_degrees": 180.0 + }, + "group": "mid", + "kind": "proj", + "module_type": "Conv2d", + "container": "SpatialTransformer", + "start": 0.0, + "end": 1.0, + "window": "all", + "bucket": "half" + } + ], + "outputs": { + "image": "output.webp", + "baseline_id": "1363de0ce0eb925e9719" + }, + "provenance": { + "producer": "agentic_comfy", + "importer": "kb_import_experiments", + "original_path": "neurips/experiments/MultiPrompt_2/5/middle_block.1.proj_in___angle_degrees___180_00001_.png", + "csv": "MultiPrompt_2.csv", + "prompt_num": "5", + "type_path": "TimestepEmbedSequential.SpatialTransformer.Conv2d" + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/0382e9032772931a0e31/measurements.json b/records/sd1/author_experiment/0382e9032772931a0e31/measurements.json new file mode 100644 index 0000000000000000000000000000000000000000..d40ddc8b8e18644ccf74467c59ff7167fe12193f --- /dev/null +++ b/records/sd1/author_experiment/0382e9032772931a0e31/measurements.json @@ -0,0 +1,37 @@ +{ + "record": "0382e9032772931a0e31", + "values": { + "std": { + "value": 87.333, + "method": "luminance standard deviation at 256 px, 0-255" + }, + "hf_ratio": { + "value": 0.02346, + "method": "share of luminance FFT power above radius 0.25 at 256 px" + }, + "degenerate": { + "value": false, + "method": "pixel guard: noise, blob or flat output", + "reasons": [] + }, + "mae_vs_baseline": { + "value": 92.005, + "method": "mean absolute RGB difference vs the baseline, 0-255" + }, + "lpips_distance": { + "value": 0.934076, + "method": "LPIPS vs the baseline at 256 px", + "model": "lpips/alex" + }, + "dinov2_distance": { + "value": 0.956926, + "method": "1 - cosine of CLS embeddings vs the baseline's", + "model": "facebookresearch/dinov2:dinov2_vitb14" + }, + "clip_distance": { + "value": 0.424303, + "method": "1 - cosine of image embeddings vs the baseline's", + "model": "openai/clip-vit-base-patch32" + } + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/0382e9032772931a0e31/record.json b/records/sd1/author_experiment/0382e9032772931a0e31/record.json new file mode 100644 index 0000000000000000000000000000000000000000..01a6bbe06fabc7b1dea7f7239f78a781e75f8d4b --- /dev/null +++ b/records/sd1/author_experiment/0382e9032772931a0e31/record.json @@ -0,0 +1,57 @@ +{ + "id": "0382e9032772931a0e31", + "schema_version": "1.0", + "source": "author_experiment", + "created": "2026-10-01T19:40:52Z", + "license": "CC0-1.0", + "consent": { + "prompt": true, + "input_image": false + }, + "model": { + "checkpoint": "sd-v1-4.ckpt", + "arch": "sd14", + "family": "sd1" + }, + "setup": { + "route": "txt2img", + "seed": 42, + "sampler": "dpmpp_2m", + "scheduler": "karras", + "steps": 20, + "cfg": 8.0, + "width": 512, + "height": 512, + "prompt": "Realistic spaceship rocket design.", + "prompt_key": "9b074a683d61e0cf" + }, + "bends": [ + { + "path": "input_blocks.0.0", + "op": "rotate", + "args": { + "angle_degrees": 180.0 + }, + "group": "in.hi", + "kind": "conv_in", + "module_type": "Conv2d", + "container": "TimestepEmbedSequential", + "start": 0.0, + "end": 1.0, + "window": "all", + "bucket": "half" + } + ], + "outputs": { + "image": "output.webp", + "baseline_id": "47a948fad97344976dea" + }, + "provenance": { + "producer": "agentic_comfy", + "importer": "kb_import_experiments", + "original_path": "neurips/experiments/MultiPrompt_2/12/input_blocks.0.0___angle_degrees___180_00001_.png", + "csv": "MultiPrompt_2.csv", + "prompt_num": "12", + "type_path": "ModuleList.TimestepEmbedSequential.Conv2d" + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/03b9d066fd13964784ef/measurements.json b/records/sd1/author_experiment/03b9d066fd13964784ef/measurements.json new file mode 100644 index 0000000000000000000000000000000000000000..a2b37046dd3d41a65e67d62fdc1d02b1c17728cd --- /dev/null +++ b/records/sd1/author_experiment/03b9d066fd13964784ef/measurements.json @@ -0,0 +1,37 @@ +{ + "record": "03b9d066fd13964784ef", + "values": { + "std": { + "value": 54.094, + "method": "luminance standard deviation at 256 px, 0-255" + }, + "hf_ratio": { + "value": 0.01077, + "method": "share of luminance FFT power above radius 0.25 at 256 px" + }, + "degenerate": { + "value": false, + "method": "pixel guard: noise, blob or flat output", + "reasons": [] + }, + "mae_vs_baseline": { + "value": 65.4, + "method": "mean absolute RGB difference vs the baseline, 0-255" + }, + "lpips_distance": { + "value": 0.676007, + "method": "LPIPS vs the baseline at 256 px", + "model": "lpips/alex" + }, + "dinov2_distance": { + "value": 0.935474, + "method": "1 - cosine of CLS embeddings vs the baseline's", + "model": "facebookresearch/dinov2:dinov2_vitb14" + }, + "clip_distance": { + "value": 0.346803, + "method": "1 - cosine of image embeddings vs the baseline's", + "model": "openai/clip-vit-base-patch32" + } + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/03b9d066fd13964784ef/record.json b/records/sd1/author_experiment/03b9d066fd13964784ef/record.json new file mode 100644 index 0000000000000000000000000000000000000000..1a3d71d3deb684db16a8190bcd1bd019c9d0e665 --- /dev/null +++ b/records/sd1/author_experiment/03b9d066fd13964784ef/record.json @@ -0,0 +1,57 @@ +{ + "id": "03b9d066fd13964784ef", + "schema_version": "1.0", + "source": "author_experiment", + "created": "2026-10-01T19:27:12Z", + "license": "CC0-1.0", + "consent": { + "prompt": true, + "input_image": false + }, + "model": { + "checkpoint": "sd-v1-4.ckpt", + "arch": "sd14", + "family": "sd1" + }, + "setup": { + "route": "txt2img", + "seed": 42, + "sampler": "dpmpp_2m", + "scheduler": "karras", + "steps": 20, + "cfg": 8.0, + "width": 512, + "height": 512, + "prompt": "A picturesque sunset over a calm lake, with vibrant hues of orange, pink, and purple reflecting on the water.", + "prompt_key": "77d1f745d59b9534" + }, + "bends": [ + { + "path": "output_blocks.8.0.skip_connection", + "op": "rotate", + "args": { + "angle_degrees": 90.0 + }, + "group": "out.mid", + "kind": "skip", + "module_type": "Conv2d", + "container": "ResBlock", + "start": 0.0, + "end": 1.0, + "window": "all", + "bucket": "quarter" + } + ], + "outputs": { + "image": "output.webp", + "baseline_id": "db9cdf02ae7c599f400d" + }, + "provenance": { + "producer": "agentic_comfy", + "importer": "kb_import_experiments", + "original_path": "neurips/experiments/MultiPrompt_2/4/output_blocks.8.0.skip_connection___angle_degrees___90_00001_.png", + "csv": "MultiPrompt_2.csv", + "prompt_num": "4", + "type_path": "ModuleList.TimestepEmbedSequential.ResBlock.Conv2d" + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/03cebd441b04cf324e0f/measurements.json b/records/sd1/author_experiment/03cebd441b04cf324e0f/measurements.json new file mode 100644 index 0000000000000000000000000000000000000000..607ebce70d9186649dc75575301a8b4243af8e38 --- /dev/null +++ b/records/sd1/author_experiment/03cebd441b04cf324e0f/measurements.json @@ -0,0 +1,37 @@ +{ + "record": "03cebd441b04cf324e0f", + "values": { + "std": { + "value": 39.746, + "method": "luminance standard deviation at 256 px, 0-255" + }, + "hf_ratio": { + "value": 0.0011, + "method": "share of luminance FFT power above radius 0.25 at 256 px" + }, + "degenerate": { + "value": false, + "method": "pixel guard: noise, blob or flat output", + "reasons": [] + }, + "mae_vs_baseline": { + "value": 20.726, + "method": "mean absolute RGB difference vs the baseline, 0-255" + }, + "lpips_distance": { + "value": 0.378481, + "method": "LPIPS vs the baseline at 256 px", + "model": "lpips/alex" + }, + "dinov2_distance": { + "value": 0.181789, + "method": "1 - cosine of CLS embeddings vs the baseline's", + "model": "facebookresearch/dinov2:dinov2_vitb14" + }, + "clip_distance": { + "value": 0.104706, + "method": "1 - cosine of image embeddings vs the baseline's", + "model": "openai/clip-vit-base-patch32" + } + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/03cebd441b04cf324e0f/record.json b/records/sd1/author_experiment/03cebd441b04cf324e0f/record.json new file mode 100644 index 0000000000000000000000000000000000000000..ecf1f76944c92ae25741dbc89059eec3263ccb74 --- /dev/null +++ b/records/sd1/author_experiment/03cebd441b04cf324e0f/record.json @@ -0,0 +1,57 @@ +{ + "id": "03cebd441b04cf324e0f", + "schema_version": "1.0", + "source": "author_experiment", + "created": "2026-10-01T19:42:02Z", + "license": "CC0-1.0", + "consent": { + "prompt": true, + "input_image": false + }, + "model": { + "checkpoint": "sd-v1-4.ckpt", + "arch": "sd14", + "family": "sd1" + }, + "setup": { + "route": "txt2img", + "seed": 42, + "sampler": "dpmpp_2m", + "scheduler": "karras", + "steps": 20, + "cfg": 8.0, + "width": 512, + "height": 512, + "prompt": "sun rising in digital art", + "prompt_key": "d2fe256961ca238c" + }, + "bends": [ + { + "path": "input_blocks.5.1.proj_in", + "op": "rotate", + "args": { + "angle_degrees": 90.0 + }, + "group": "in.mid", + "kind": "proj", + "module_type": "Conv2d", + "container": "SpatialTransformer", + "start": 0.0, + "end": 1.0, + "window": "all", + "bucket": "quarter" + } + ], + "outputs": { + "image": "output.webp", + "baseline_id": "67c1a46d1ca6d9b30e14" + }, + "provenance": { + "producer": "agentic_comfy", + "importer": "kb_import_experiments", + "original_path": "neurips/experiments/MultiPrompt_2/13/input_blocks.5.1.proj_in___angle_degrees___90_00001_.png", + "csv": "MultiPrompt_2.csv", + "prompt_num": "13", + "type_path": "ModuleList.TimestepEmbedSequential.SpatialTransformer.Conv2d" + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/03dffe635fc6af2a4cbb/measurements.json b/records/sd1/author_experiment/03dffe635fc6af2a4cbb/measurements.json new file mode 100644 index 0000000000000000000000000000000000000000..4e6cc19a026ef2ca781efd4d3b5d0fb64cf0783c --- /dev/null +++ b/records/sd1/author_experiment/03dffe635fc6af2a4cbb/measurements.json @@ -0,0 +1,37 @@ +{ + "record": "03dffe635fc6af2a4cbb", + "values": { + "std": { + "value": 54.149, + "method": "luminance standard deviation at 256 px, 0-255" + }, + "hf_ratio": { + "value": 0.02796, + "method": "share of luminance FFT power above radius 0.25 at 256 px" + }, + "degenerate": { + "value": false, + "method": "pixel guard: noise, blob or flat output", + "reasons": [] + }, + "mae_vs_baseline": { + "value": 19.008, + "method": "mean absolute RGB difference vs the baseline, 0-255" + }, + "lpips_distance": { + "value": 0.278559, + "method": "LPIPS vs the baseline at 256 px", + "model": "lpips/alex" + }, + "dinov2_distance": { + "value": 0.274432, + "method": "1 - cosine of CLS embeddings vs the baseline's", + "model": "facebookresearch/dinov2:dinov2_vitb14" + }, + "clip_distance": { + "value": 0.076256, + "method": "1 - cosine of image embeddings vs the baseline's", + "model": "openai/clip-vit-base-patch32" + } + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/03dffe635fc6af2a4cbb/record.json b/records/sd1/author_experiment/03dffe635fc6af2a4cbb/record.json new file mode 100644 index 0000000000000000000000000000000000000000..7f8c6f1ff65f48b22eb626485fcd349097f759c5 --- /dev/null +++ b/records/sd1/author_experiment/03dffe635fc6af2a4cbb/record.json @@ -0,0 +1,57 @@ +{ + "id": "03dffe635fc6af2a4cbb", + "schema_version": "1.0", + "source": "author_experiment", + "created": "2026-10-01T19:37:26Z", + "license": "CC0-1.0", + "consent": { + "prompt": true, + "input_image": false + }, + "model": { + "checkpoint": "sd-v1-4.ckpt", + "arch": "sd14", + "family": "sd1" + }, + "setup": { + "route": "txt2img", + "seed": 42, + "sampler": "dpmpp_2m", + "scheduler": "karras", + "steps": 20, + "cfg": 8.0, + "width": 512, + "height": 512, + "prompt": "happiness, landscape, beautiful, incredible", + "prompt_key": "0574fb4acdb7c86e" + }, + "bends": [ + { + "path": "output_blocks.5.1.proj_in", + "op": "rotate", + "args": { + "angle_degrees": 180.0 + }, + "group": "out.lo", + "kind": "proj", + "module_type": "Conv2d", + "container": "SpatialTransformer", + "start": 0.0, + "end": 1.0, + "window": "all", + "bucket": "half" + } + ], + "outputs": { + "image": "output.webp", + "baseline_id": "1620e3cf0c22ce07006c" + }, + "provenance": { + "producer": "agentic_comfy", + "importer": "kb_import_experiments", + "original_path": "neurips/experiments/MultiPrompt_2/10/output_blocks.5.1.proj_in___angle_degrees___180_00001_.png", + "csv": "MultiPrompt_2.csv", + "prompt_num": "10", + "type_path": "ModuleList.TimestepEmbedSequential.SpatialTransformer.Conv2d" + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/03ff056dca60799441bf/measurements.json b/records/sd1/author_experiment/03ff056dca60799441bf/measurements.json new file mode 100644 index 0000000000000000000000000000000000000000..eb795bb7061ddbf2793ee039b77b224c8a59f107 --- /dev/null +++ b/records/sd1/author_experiment/03ff056dca60799441bf/measurements.json @@ -0,0 +1,39 @@ +{ + "record": "03ff056dca60799441bf", + "values": { + "std": { + "value": 73.332, + "method": "luminance standard deviation at 256 px, 0-255" + }, + "hf_ratio": { + "value": 0.00343, + "method": "share of luminance FFT power above radius 0.25 at 256 px" + }, + "degenerate": { + "value": true, + "method": "pixel guard: noise, blob or flat output", + "reasons": [ + "blob" + ] + }, + "mae_vs_baseline": { + "value": 49.119, + "method": "mean absolute RGB difference vs the baseline, 0-255" + }, + "lpips_distance": { + "value": 0.652795, + "method": "LPIPS vs the baseline at 256 px", + "model": "lpips/alex" + }, + "dinov2_distance": { + "value": 0.468061, + "method": "1 - cosine of CLS embeddings vs the baseline's", + "model": "facebookresearch/dinov2:dinov2_vitb14" + }, + "clip_distance": { + "value": 0.22461, + "method": "1 - cosine of image embeddings vs the baseline's", + "model": "openai/clip-vit-base-patch32" + } + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/03ff056dca60799441bf/record.json b/records/sd1/author_experiment/03ff056dca60799441bf/record.json new file mode 100644 index 0000000000000000000000000000000000000000..ff22fbbf2c923e3e17badf0030e6f0a6e96390dc --- /dev/null +++ b/records/sd1/author_experiment/03ff056dca60799441bf/record.json @@ -0,0 +1,57 @@ +{ + "id": "03ff056dca60799441bf", + "schema_version": "1.0", + "source": "author_experiment", + "created": "2026-10-01T19:35:11Z", + "license": "CC0-1.0", + "consent": { + "prompt": true, + "input_image": false + }, + "model": { + "checkpoint": "sd-v1-4.ckpt", + "arch": "sd14", + "family": "sd1" + }, + "setup": { + "route": "txt2img", + "seed": 42, + "sampler": "dpmpp_2m", + "scheduler": "karras", + "steps": 20, + "cfg": 8.0, + "width": 512, + "height": 512, + "prompt": "eyes barely visible in the dark", + "prompt_key": "5f68625426b4eb4a" + }, + "bends": [ + { + "path": "output_blocks.11.0.out_layers.3", + "op": "rotate", + "args": { + "angle_degrees": 90.0 + }, + "group": "out.hi", + "kind": "res_branch", + "module_type": "Conv2d", + "container": "Sequential", + "start": 0.0, + "end": 1.0, + "window": "all", + "bucket": "quarter" + } + ], + "outputs": { + "image": "output.webp", + "baseline_id": "e2fed2818303965cb613" + }, + "provenance": { + "producer": "agentic_comfy", + "importer": "kb_import_experiments", + "original_path": "neurips/experiments/MultiPrompt_2/9/output_blocks.11.0.out_layers.3___angle_degrees___90_00001_.png", + "csv": "MultiPrompt_2.csv", + "prompt_num": "9", + "type_path": "ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Conv2d" + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/0416321cdbd7e68f2016/measurements.json b/records/sd1/author_experiment/0416321cdbd7e68f2016/measurements.json new file mode 100644 index 0000000000000000000000000000000000000000..035c39e18a94d78f35c8652ae61f774b0d14a443 --- /dev/null +++ b/records/sd1/author_experiment/0416321cdbd7e68f2016/measurements.json @@ -0,0 +1,37 @@ +{ + "record": "0416321cdbd7e68f2016", + "values": { + "std": { + "value": 46.164, + "method": "luminance standard deviation at 256 px, 0-255" + }, + "hf_ratio": { + "value": 0.00834, + "method": "share of luminance FFT power above radius 0.25 at 256 px" + }, + "degenerate": { + "value": false, + "method": "pixel guard: noise, blob or flat output", + "reasons": [] + }, + "mae_vs_baseline": { + "value": 10.653, + "method": "mean absolute RGB difference vs the baseline, 0-255" + }, + "lpips_distance": { + "value": 0.157313, + "method": "LPIPS vs the baseline at 256 px", + "model": "lpips/alex" + }, + "dinov2_distance": { + "value": 0.103113, + "method": "1 - cosine of CLS embeddings vs the baseline's", + "model": "facebookresearch/dinov2:dinov2_vitb14" + }, + "clip_distance": { + "value": 0.032662, + "method": "1 - cosine of image embeddings vs the baseline's", + "model": "openai/clip-vit-base-patch32" + } + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/0416321cdbd7e68f2016/record.json b/records/sd1/author_experiment/0416321cdbd7e68f2016/record.json new file mode 100644 index 0000000000000000000000000000000000000000..10bca79ab8389eef12836182ec6dbf288c334fea --- /dev/null +++ b/records/sd1/author_experiment/0416321cdbd7e68f2016/record.json @@ -0,0 +1,57 @@ +{ + "id": "0416321cdbd7e68f2016", + "schema_version": "1.0", + "source": "author_experiment", + "created": "2026-10-01T19:27:49Z", + "license": "CC0-1.0", + "consent": { + "prompt": true, + "input_image": false + }, + "model": { + "checkpoint": "sd-v1-4.ckpt", + "arch": "sd14", + "family": "sd1" + }, + "setup": { + "route": "txt2img", + "seed": 42, + "sampler": "dpmpp_2m", + "scheduler": "karras", + "steps": 20, + "cfg": 8.0, + "width": 512, + "height": 512, + "prompt": "A picturesque sunset over a calm lake, with vibrant hues of orange, pink, and purple reflecting on the water.", + "prompt_key": "77d1f745d59b9534" + }, + "bends": [ + { + "path": "input_blocks.2.1.proj_out", + "op": "rotate", + "args": { + "angle_degrees": 270.0 + }, + "group": "in.hi", + "kind": "proj", + "module_type": "Conv2d", + "container": "SpatialTransformer", + "start": 0.0, + "end": 1.0, + "window": "all", + "bucket": "quarter" + } + ], + "outputs": { + "image": "output.webp", + "baseline_id": "db9cdf02ae7c599f400d" + }, + "provenance": { + "producer": "agentic_comfy", + "importer": "kb_import_experiments", + "original_path": "neurips/experiments/MultiPrompt_2/4/input_blocks.2.1.proj_out___angle_degrees___270_00001_.png", + "csv": "MultiPrompt_2.csv", + "prompt_num": "4", + "type_path": "ModuleList.TimestepEmbedSequential.SpatialTransformer.Conv2d" + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/04317b8664f04718d4b9/measurements.json b/records/sd1/author_experiment/04317b8664f04718d4b9/measurements.json new file mode 100644 index 0000000000000000000000000000000000000000..253663308037be1c6c59ac6c7872ffb5a63b333e --- /dev/null +++ b/records/sd1/author_experiment/04317b8664f04718d4b9/measurements.json @@ -0,0 +1,37 @@ +{ + "record": "04317b8664f04718d4b9", + "values": { + "std": { + "value": 52.482, + "method": "luminance standard deviation at 256 px, 0-255" + }, + "hf_ratio": { + "value": 0.00657, + "method": "share of luminance FFT power above radius 0.25 at 256 px" + }, + "degenerate": { + "value": false, + "method": "pixel guard: noise, blob or flat output", + "reasons": [] + }, + "mae_vs_baseline": { + "value": 28.747, + "method": "mean absolute RGB difference vs the baseline, 0-255" + }, + "lpips_distance": { + "value": 0.374517, + "method": "LPIPS vs the baseline at 256 px", + "model": "lpips/alex" + }, + "dinov2_distance": { + "value": 0.194135, + "method": "1 - cosine of CLS embeddings vs the baseline's", + "model": "facebookresearch/dinov2:dinov2_vitb14" + }, + "clip_distance": { + "value": 0.079647, + "method": "1 - cosine of image embeddings vs the baseline's", + "model": "openai/clip-vit-base-patch32" + } + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/04317b8664f04718d4b9/record.json b/records/sd1/author_experiment/04317b8664f04718d4b9/record.json new file mode 100644 index 0000000000000000000000000000000000000000..fbeb1d42a1966ebc4abf4dddedc269605e09e27c --- /dev/null +++ b/records/sd1/author_experiment/04317b8664f04718d4b9/record.json @@ -0,0 +1,57 @@ +{ + "id": "04317b8664f04718d4b9", + "schema_version": "1.0", + "source": "author_experiment", + "created": "2026-10-01T19:34:38Z", + "license": "CC0-1.0", + "consent": { + "prompt": true, + "input_image": false + }, + "model": { + "checkpoint": "sd-v1-4.ckpt", + "arch": "sd14", + "family": "sd1" + }, + "setup": { + "route": "txt2img", + "seed": 42, + "sampler": "dpmpp_2m", + "scheduler": "karras", + "steps": 20, + "cfg": 8.0, + "width": 512, + "height": 512, + "prompt": "cute mouse wearing a pink hat and glasses, concept art, cgsociety, octane render, trending on artstation, artstationHD, artstationHQ, unreal engine, 4k, 8k --height 768", + "prompt_key": "15528c5fd4c98ce7" + }, + "bends": [ + { + "path": "output_blocks.10.0.out_layers.3", + "op": "rotate", + "args": { + "angle_degrees": 270.0 + }, + "group": "out.hi", + "kind": "res_branch", + "module_type": "Conv2d", + "container": "Sequential", + "start": 0.0, + "end": 1.0, + "window": "all", + "bucket": "quarter" + } + ], + "outputs": { + "image": "output.webp", + "baseline_id": "bbfebfc7c86c798d9d7d" + }, + "provenance": { + "producer": "agentic_comfy", + "importer": "kb_import_experiments", + "original_path": "neurips/experiments/MultiPrompt_2/8/output_blocks.10.0.out_layers.3___angle_degrees___270_00001_.png", + "csv": "MultiPrompt_2.csv", + "prompt_num": "8", + "type_path": "ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Conv2d" + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/0447fb46e0b9c60958c2/measurements.json b/records/sd1/author_experiment/0447fb46e0b9c60958c2/measurements.json new file mode 100644 index 0000000000000000000000000000000000000000..adc03d49313e6080bbdbe0db2feead4d8ecc2968 --- /dev/null +++ b/records/sd1/author_experiment/0447fb46e0b9c60958c2/measurements.json @@ -0,0 +1,39 @@ +{ + "record": "0447fb46e0b9c60958c2", + "values": { + "std": { + "value": 56.363, + "method": "luminance standard deviation at 256 px, 0-255" + }, + "hf_ratio": { + "value": 0.00221, + "method": "share of luminance FFT power above radius 0.25 at 256 px" + }, + "degenerate": { + "value": true, + "method": "pixel guard: noise, blob or flat output", + "reasons": [ + "blob" + ] + }, + "mae_vs_baseline": { + "value": 32.566, + "method": "mean absolute RGB difference vs the baseline, 0-255" + }, + "lpips_distance": { + "value": 0.595493, + "method": "LPIPS vs the baseline at 256 px", + "model": "lpips/alex" + }, + "dinov2_distance": { + "value": 0.466878, + "method": "1 - cosine of CLS embeddings vs the baseline's", + "model": "facebookresearch/dinov2:dinov2_vitb14" + }, + "clip_distance": { + "value": 0.154775, + "method": "1 - cosine of image embeddings vs the baseline's", + "model": "openai/clip-vit-base-patch32" + } + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/0447fb46e0b9c60958c2/record.json b/records/sd1/author_experiment/0447fb46e0b9c60958c2/record.json new file mode 100644 index 0000000000000000000000000000000000000000..90cdcc6cd078a9e98555c21a8defb452a74e3928 --- /dev/null +++ b/records/sd1/author_experiment/0447fb46e0b9c60958c2/record.json @@ -0,0 +1,57 @@ +{ + "id": "0447fb46e0b9c60958c2", + "schema_version": "1.0", + "source": "author_experiment", + "created": "2026-10-01T19:42:43Z", + "license": "CC0-1.0", + "consent": { + "prompt": true, + "input_image": false + }, + "model": { + "checkpoint": "sd-v1-4.ckpt", + "arch": "sd14", + "family": "sd1" + }, + "setup": { + "route": "txt2img", + "seed": 42, + "sampler": "dpmpp_2m", + "scheduler": "karras", + "steps": 20, + "cfg": 8.0, + "width": 512, + "height": 512, + "prompt": "sun rising in digital art", + "prompt_key": "d2fe256961ca238c" + }, + "bends": [ + { + "path": "input_blocks.7.0.skip_connection", + "op": "rotate", + "args": { + "angle_degrees": 180.0 + }, + "group": "in.lo", + "kind": "skip", + "module_type": "Conv2d", + "container": "ResBlock", + "start": 0.0, + "end": 1.0, + "window": "all", + "bucket": "half" + } + ], + "outputs": { + "image": "output.webp", + "baseline_id": "67c1a46d1ca6d9b30e14" + }, + "provenance": { + "producer": "agentic_comfy", + "importer": "kb_import_experiments", + "original_path": "neurips/experiments/MultiPrompt_2/13/input_blocks.7.0.skip_connection___angle_degrees___180_00001_.png", + "csv": "MultiPrompt_2.csv", + "prompt_num": "13", + "type_path": "ModuleList.TimestepEmbedSequential.ResBlock.Conv2d" + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/0455d43750c4033be2a6/measurements.json b/records/sd1/author_experiment/0455d43750c4033be2a6/measurements.json new file mode 100644 index 0000000000000000000000000000000000000000..79391f65296b8c1751f4ccb7ca9d980e61e3f022 --- /dev/null +++ b/records/sd1/author_experiment/0455d43750c4033be2a6/measurements.json @@ -0,0 +1,37 @@ +{ + "record": "0455d43750c4033be2a6", + "values": { + "std": { + "value": 32.14, + "method": "luminance standard deviation at 256 px, 0-255" + }, + "hf_ratio": { + "value": 0.02254, + "method": "share of luminance FFT power above radius 0.25 at 256 px" + }, + "degenerate": { + "value": false, + "method": "pixel guard: noise, blob or flat output", + "reasons": [] + }, + "mae_vs_baseline": { + "value": 16.916, + "method": "mean absolute RGB difference vs the baseline, 0-255" + }, + "lpips_distance": { + "value": 0.270449, + "method": "LPIPS vs the baseline at 256 px", + "model": "lpips/alex" + }, + "dinov2_distance": { + "value": 0.429683, + "method": "1 - cosine of CLS embeddings vs the baseline's", + "model": "facebookresearch/dinov2:dinov2_vitb14" + }, + "clip_distance": { + "value": 0.069947, + "method": "1 - cosine of image embeddings vs the baseline's", + "model": "openai/clip-vit-base-patch32" + } + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/0455d43750c4033be2a6/record.json b/records/sd1/author_experiment/0455d43750c4033be2a6/record.json new file mode 100644 index 0000000000000000000000000000000000000000..671d8f97016a04a50c24626133b7a953144c3419 --- /dev/null +++ b/records/sd1/author_experiment/0455d43750c4033be2a6/record.json @@ -0,0 +1,57 @@ +{ + "id": "0455d43750c4033be2a6", + "schema_version": "1.0", + "source": "author_experiment", + "created": "2026-10-01T19:22:10Z", + "license": "CC0-1.0", + "consent": { + "prompt": true, + "input_image": false + }, + "model": { + "checkpoint": "sd-v1-4.ckpt", + "arch": "sd14", + "family": "sd1" + }, + "setup": { + "route": "txt2img", + "seed": 42, + "sampler": "dpmpp_2m", + "scheduler": "karras", + "steps": 20, + "cfg": 8.0, + "width": 512, + "height": 512, + "prompt": "a beautiful delicate ornate tower, white with decoration in pink and green, splashes upwards out of a turbulent ocean as sunlight sparkles on the water.  Stunning oil painting, highly detailed.", + "prompt_key": "3018bec5106fcd01" + }, + "bends": [ + { + "path": "output_blocks.0.0.out_layers.3", + "op": "rotate", + "args": { + "angle_degrees": 90.0 + }, + "group": "out.lo", + "kind": "res_branch", + "module_type": "Conv2d", + "container": "Sequential", + "start": 0.0, + "end": 1.0, + "window": "all", + "bucket": "quarter" + } + ], + "outputs": { + "image": "output.webp", + "baseline_id": "088f1032c100a2c1e8b2" + }, + "provenance": { + "producer": "agentic_comfy", + "importer": "kb_import_experiments", + "original_path": "neurips/experiments/MultiPrompt_2/1/output_blocks.0.0.out_layers.3___angle_degrees___90_00001_.png", + "csv": "MultiPrompt_2.csv", + "prompt_num": "1", + "type_path": "ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Conv2d" + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/0456ceed383aaaaf51f4/measurements.json b/records/sd1/author_experiment/0456ceed383aaaaf51f4/measurements.json new file mode 100644 index 0000000000000000000000000000000000000000..c479d766731fed5c98e207b1ccee4e47eb744223 --- /dev/null +++ b/records/sd1/author_experiment/0456ceed383aaaaf51f4/measurements.json @@ -0,0 +1,37 @@ +{ + "record": "0456ceed383aaaaf51f4", + "values": { + "std": { + "value": 41.727, + "method": "luminance standard deviation at 256 px, 0-255" + }, + "hf_ratio": { + "value": 0.00171, + "method": "share of luminance FFT power above radius 0.25 at 256 px" + }, + "degenerate": { + "value": false, + "method": "pixel guard: noise, blob or flat output", + "reasons": [] + }, + "mae_vs_baseline": { + "value": 22.155, + "method": "mean absolute RGB difference vs the baseline, 0-255" + }, + "lpips_distance": { + "value": 0.386009, + "method": "LPIPS vs the baseline at 256 px", + "model": "lpips/alex" + }, + "dinov2_distance": { + "value": 0.352386, + "method": "1 - cosine of CLS embeddings vs the baseline's", + "model": "facebookresearch/dinov2:dinov2_vitb14" + }, + "clip_distance": { + "value": 0.128995, + "method": "1 - cosine of image embeddings vs the baseline's", + "model": "openai/clip-vit-base-patch32" + } + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/0456ceed383aaaaf51f4/record.json b/records/sd1/author_experiment/0456ceed383aaaaf51f4/record.json new file mode 100644 index 0000000000000000000000000000000000000000..b0034bb25fc22e92a54d69ea056041de121d1500 --- /dev/null +++ b/records/sd1/author_experiment/0456ceed383aaaaf51f4/record.json @@ -0,0 +1,57 @@ +{ + "id": "0456ceed383aaaaf51f4", + "schema_version": "1.0", + "source": "author_experiment", + "created": "2026-10-01T19:43:19Z", + "license": "CC0-1.0", + "consent": { + "prompt": true, + "input_image": false + }, + "model": { + "checkpoint": "sd-v1-4.ckpt", + "arch": "sd14", + "family": "sd1" + }, + "setup": { + "route": "txt2img", + "seed": 42, + "sampler": "dpmpp_2m", + "scheduler": "karras", + "steps": 20, + "cfg": 8.0, + "width": 512, + "height": 512, + "prompt": "sun rising in digital art", + "prompt_key": "d2fe256961ca238c" + }, + "bends": [ + { + "path": "input_blocks.7.1.proj_in", + "op": "rotate", + "args": { + "angle_degrees": 270.0 + }, + "group": "in.lo", + "kind": "proj", + "module_type": "Conv2d", + "container": "SpatialTransformer", + "start": 0.0, + "end": 1.0, + "window": "all", + "bucket": "quarter" + } + ], + "outputs": { + "image": "output.webp", + "baseline_id": "67c1a46d1ca6d9b30e14" + }, + "provenance": { + "producer": "agentic_comfy", + "importer": "kb_import_experiments", + "original_path": "neurips/experiments/MultiPrompt_2/13/input_blocks.7.1.proj_in___angle_degrees___270_00001_.png", + "csv": "MultiPrompt_2.csv", + "prompt_num": "13", + "type_path": "ModuleList.TimestepEmbedSequential.SpatialTransformer.Conv2d" + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/045a1b261101d10236f5/measurements.json b/records/sd1/author_experiment/045a1b261101d10236f5/measurements.json new file mode 100644 index 0000000000000000000000000000000000000000..703892c3d2c4d64e2f2d54d009735f35d78ffbff --- /dev/null +++ b/records/sd1/author_experiment/045a1b261101d10236f5/measurements.json @@ -0,0 +1,37 @@ +{ + "record": "045a1b261101d10236f5", + "values": { + "std": { + "value": 36.913, + "method": "luminance standard deviation at 256 px, 0-255" + }, + "hf_ratio": { + "value": 0.00187, + "method": "share of luminance FFT power above radius 0.25 at 256 px" + }, + "degenerate": { + "value": false, + "method": "pixel guard: noise, blob or flat output", + "reasons": [] + }, + "mae_vs_baseline": { + "value": 6.926, + "method": "mean absolute RGB difference vs the baseline, 0-255" + }, + "lpips_distance": { + "value": 0.167751, + "method": "LPIPS vs the baseline at 256 px", + "model": "lpips/alex" + }, + "dinov2_distance": { + "value": 0.206733, + "method": "1 - cosine of CLS embeddings vs the baseline's", + "model": "facebookresearch/dinov2:dinov2_vitb14" + }, + "clip_distance": { + "value": 0.059673, + "method": "1 - cosine of image embeddings vs the baseline's", + "model": "openai/clip-vit-base-patch32" + } + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/045a1b261101d10236f5/record.json b/records/sd1/author_experiment/045a1b261101d10236f5/record.json new file mode 100644 index 0000000000000000000000000000000000000000..82ec94083bd7bab651de24c590a04f38c79b1ea3 --- /dev/null +++ b/records/sd1/author_experiment/045a1b261101d10236f5/record.json @@ -0,0 +1,57 @@ +{ + "id": "045a1b261101d10236f5", + "schema_version": "1.0", + "source": "author_experiment", + "created": "2026-10-01T19:34:54Z", + "license": "CC0-1.0", + "consent": { + "prompt": true, + "input_image": false + }, + "model": { + "checkpoint": "sd-v1-4.ckpt", + "arch": "sd14", + "family": "sd1" + }, + "setup": { + "route": "txt2img", + "seed": 42, + "sampler": "dpmpp_2m", + "scheduler": "karras", + "steps": 20, + "cfg": 8.0, + "width": 512, + "height": 512, + "prompt": "eyes barely visible in the dark", + "prompt_key": "5f68625426b4eb4a" + }, + "bends": [ + { + "path": "middle_block.2.out_layers.3", + "op": "rotate", + "args": { + "angle_degrees": 90.0 + }, + "group": "mid", + "kind": "res_branch", + "module_type": "Conv2d", + "container": "Sequential", + "start": 0.0, + "end": 1.0, + "window": "all", + "bucket": "quarter" + } + ], + "outputs": { + "image": "output.webp", + "baseline_id": "e2fed2818303965cb613" + }, + "provenance": { + "producer": "agentic_comfy", + "importer": "kb_import_experiments", + "original_path": "neurips/experiments/MultiPrompt_2/9/middle_block.2.out_layers.3___angle_degrees___90_00001_.png", + "csv": "MultiPrompt_2.csv", + "prompt_num": "9", + "type_path": "TimestepEmbedSequential.ResBlock.Sequential.Conv2d" + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/048c6902cb0e1707fc3e/measurements.json b/records/sd1/author_experiment/048c6902cb0e1707fc3e/measurements.json new file mode 100644 index 0000000000000000000000000000000000000000..1aac3d765926e1152be399189afc8fceff72044e --- /dev/null +++ b/records/sd1/author_experiment/048c6902cb0e1707fc3e/measurements.json @@ -0,0 +1,37 @@ +{ + "record": "048c6902cb0e1707fc3e", + "values": { + "std": { + "value": 40.689, + "method": "luminance standard deviation at 256 px, 0-255" + }, + "hf_ratio": { + "value": 0.01215, + "method": "share of luminance FFT power above radius 0.25 at 256 px" + }, + "degenerate": { + "value": false, + "method": "pixel guard: noise, blob or flat output", + "reasons": [] + }, + "mae_vs_baseline": { + "value": 14.696, + "method": "mean absolute RGB difference vs the baseline, 0-255" + }, + "lpips_distance": { + "value": 0.283877, + "method": "LPIPS vs the baseline at 256 px", + "model": "lpips/alex" + }, + "dinov2_distance": { + "value": 0.157456, + "method": "1 - cosine of CLS embeddings vs the baseline's", + "model": "facebookresearch/dinov2:dinov2_vitb14" + }, + "clip_distance": { + "value": 0.070068, + "method": "1 - cosine of image embeddings vs the baseline's", + "model": "openai/clip-vit-base-patch32" + } + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/048c6902cb0e1707fc3e/record.json b/records/sd1/author_experiment/048c6902cb0e1707fc3e/record.json new file mode 100644 index 0000000000000000000000000000000000000000..a7941c02b5618d2ce66c56e5a3f6f1118be93ce6 --- /dev/null +++ b/records/sd1/author_experiment/048c6902cb0e1707fc3e/record.json @@ -0,0 +1,57 @@ +{ + "id": "048c6902cb0e1707fc3e", + "schema_version": "1.0", + "source": "author_experiment", + "created": "2026-10-01T19:28:00Z", + "license": "CC0-1.0", + "consent": { + "prompt": true, + "input_image": false + }, + "model": { + "checkpoint": "sd-v1-4.ckpt", + "arch": "sd14", + "family": "sd1" + }, + "setup": { + "route": "txt2img", + "seed": 42, + "sampler": "dpmpp_2m", + "scheduler": "karras", + "steps": 20, + "cfg": 8.0, + "width": 512, + "height": 512, + "prompt": "A picturesque sunset over a calm lake, with vibrant hues of orange, pink, and purple reflecting on the water.", + "prompt_key": "77d1f745d59b9534" + }, + "bends": [ + { + "path": "output_blocks.2.0.out_layers.3", + "op": "rotate", + "args": { + "angle_degrees": 270.0 + }, + "group": "out.lo", + "kind": "res_branch", + "module_type": "Conv2d", + "container": "Sequential", + "start": 0.0, + "end": 1.0, + "window": "all", + "bucket": "quarter" + } + ], + "outputs": { + "image": "output.webp", + "baseline_id": "db9cdf02ae7c599f400d" + }, + "provenance": { + "producer": "agentic_comfy", + "importer": "kb_import_experiments", + "original_path": "neurips/experiments/MultiPrompt_2/4/output_blocks.2.0.out_layers.3___angle_degrees___270_00001_.png", + "csv": "MultiPrompt_2.csv", + "prompt_num": "4", + "type_path": "ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Conv2d" + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/04ad785d1257e26902a3/measurements.json b/records/sd1/author_experiment/04ad785d1257e26902a3/measurements.json new file mode 100644 index 0000000000000000000000000000000000000000..c6da95808c706c359845b6fa66bc2c0b31d6d6b2 --- /dev/null +++ b/records/sd1/author_experiment/04ad785d1257e26902a3/measurements.json @@ -0,0 +1,37 @@ +{ + "record": "04ad785d1257e26902a3", + "values": { + "std": { + "value": 58.617, + "method": "luminance standard deviation at 256 px, 0-255" + }, + "hf_ratio": { + "value": 0.03071, + "method": "share of luminance FFT power above radius 0.25 at 256 px" + }, + "degenerate": { + "value": false, + "method": "pixel guard: noise, blob or flat output", + "reasons": [] + }, + "mae_vs_baseline": { + "value": 21.198, + "method": "mean absolute RGB difference vs the baseline, 0-255" + }, + "lpips_distance": { + "value": 0.323142, + "method": "LPIPS vs the baseline at 256 px", + "model": "lpips/alex" + }, + "dinov2_distance": { + "value": 0.310017, + "method": "1 - cosine of CLS embeddings vs the baseline's", + "model": "facebookresearch/dinov2:dinov2_vitb14" + }, + "clip_distance": { + "value": 0.140452, + "method": "1 - cosine of image embeddings vs the baseline's", + "model": "openai/clip-vit-base-patch32" + } + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/04ad785d1257e26902a3/record.json b/records/sd1/author_experiment/04ad785d1257e26902a3/record.json new file mode 100644 index 0000000000000000000000000000000000000000..019daf06354e0a53f276ff11761cbef81cf07578 --- /dev/null +++ b/records/sd1/author_experiment/04ad785d1257e26902a3/record.json @@ -0,0 +1,57 @@ +{ + "id": "04ad785d1257e26902a3", + "schema_version": "1.0", + "source": "author_experiment", + "created": "2026-10-01T19:37:37Z", + "license": "CC0-1.0", + "consent": { + "prompt": true, + "input_image": false + }, + "model": { + "checkpoint": "sd-v1-4.ckpt", + "arch": "sd14", + "family": "sd1" + }, + "setup": { + "route": "txt2img", + "seed": 42, + "sampler": "dpmpp_2m", + "scheduler": "karras", + "steps": 20, + "cfg": 8.0, + "width": 512, + "height": 512, + "prompt": "happiness, landscape, beautiful, incredible", + "prompt_key": "0574fb4acdb7c86e" + }, + "bends": [ + { + "path": "output_blocks.10.0.out_layers.3", + "op": "rotate", + "args": { + "angle_degrees": 180.0 + }, + "group": "out.hi", + "kind": "res_branch", + "module_type": "Conv2d", + "container": "Sequential", + "start": 0.0, + "end": 1.0, + "window": "all", + "bucket": "half" + } + ], + "outputs": { + "image": "output.webp", + "baseline_id": "1620e3cf0c22ce07006c" + }, + "provenance": { + "producer": "agentic_comfy", + "importer": "kb_import_experiments", + "original_path": "neurips/experiments/MultiPrompt_2/10/output_blocks.10.0.out_layers.3___angle_degrees___180_00001_.png", + "csv": "MultiPrompt_2.csv", + "prompt_num": "10", + "type_path": "ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Conv2d" + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/04bc75cad706a1dbb1f6/measurements.json b/records/sd1/author_experiment/04bc75cad706a1dbb1f6/measurements.json new file mode 100644 index 0000000000000000000000000000000000000000..6c8f06ff5fe66212d5de97311630c8b60cf05379 --- /dev/null +++ b/records/sd1/author_experiment/04bc75cad706a1dbb1f6/measurements.json @@ -0,0 +1,37 @@ +{ + "record": "04bc75cad706a1dbb1f6", + "values": { + "std": { + "value": 27.675, + "method": "luminance standard deviation at 256 px, 0-255" + }, + "hf_ratio": { + "value": 0.00559, + "method": "share of luminance FFT power above radius 0.25 at 256 px" + }, + "degenerate": { + "value": false, + "method": "pixel guard: noise, blob or flat output", + "reasons": [] + }, + "mae_vs_baseline": { + "value": 25.021, + "method": "mean absolute RGB difference vs the baseline, 0-255" + }, + "lpips_distance": { + "value": 0.568259, + "method": "LPIPS vs the baseline at 256 px", + "model": "lpips/alex" + }, + "dinov2_distance": { + "value": 0.61631, + "method": "1 - cosine of CLS embeddings vs the baseline's", + "model": "facebookresearch/dinov2:dinov2_vitb14" + }, + "clip_distance": { + "value": 0.185059, + "method": "1 - cosine of image embeddings vs the baseline's", + "model": "openai/clip-vit-base-patch32" + } + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/04bc75cad706a1dbb1f6/record.json b/records/sd1/author_experiment/04bc75cad706a1dbb1f6/record.json new file mode 100644 index 0000000000000000000000000000000000000000..6b448a4a4afd4b787d830221795fabe7505e2174 --- /dev/null +++ b/records/sd1/author_experiment/04bc75cad706a1dbb1f6/record.json @@ -0,0 +1,57 @@ +{ + "id": "04bc75cad706a1dbb1f6", + "schema_version": "1.0", + "source": "author_experiment", + "created": "2026-10-01T19:36:02Z", + "license": "CC0-1.0", + "consent": { + "prompt": true, + "input_image": false + }, + "model": { + "checkpoint": "sd-v1-4.ckpt", + "arch": "sd14", + "family": "sd1" + }, + "setup": { + "route": "txt2img", + "seed": 42, + "sampler": "dpmpp_2m", + "scheduler": "karras", + "steps": 20, + "cfg": 8.0, + "width": 512, + "height": 512, + "prompt": "eyes barely visible in the dark", + "prompt_key": "5f68625426b4eb4a" + }, + "bends": [ + { + "path": "output_blocks.3.1.proj_in", + "op": "rotate", + "args": { + "angle_degrees": 270.0 + }, + "group": "out.lo", + "kind": "proj", + "module_type": "Conv2d", + "container": "SpatialTransformer", + "start": 0.0, + "end": 1.0, + "window": "all", + "bucket": "quarter" + } + ], + "outputs": { + "image": "output.webp", + "baseline_id": "e2fed2818303965cb613" + }, + "provenance": { + "producer": "agentic_comfy", + "importer": "kb_import_experiments", + "original_path": "neurips/experiments/MultiPrompt_2/9/output_blocks.3.1.proj_in___angle_degrees___270_00001_.png", + "csv": "MultiPrompt_2.csv", + "prompt_num": "9", + "type_path": "ModuleList.TimestepEmbedSequential.SpatialTransformer.Conv2d" + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/04d9948207565451b755/measurements.json b/records/sd1/author_experiment/04d9948207565451b755/measurements.json new file mode 100644 index 0000000000000000000000000000000000000000..7d65e0690912526fe890c5d012835c71463509a8 --- /dev/null +++ b/records/sd1/author_experiment/04d9948207565451b755/measurements.json @@ -0,0 +1,37 @@ +{ + "record": "04d9948207565451b755", + "values": { + "std": { + "value": 42.107, + "method": "luminance standard deviation at 256 px, 0-255" + }, + "hf_ratio": { + "value": 0.00872, + "method": "share of luminance FFT power above radius 0.25 at 256 px" + }, + "degenerate": { + "value": false, + "method": "pixel guard: noise, blob or flat output", + "reasons": [] + }, + "mae_vs_baseline": { + "value": 7.044, + "method": "mean absolute RGB difference vs the baseline, 0-255" + }, + "lpips_distance": { + "value": 0.134378, + "method": "LPIPS vs the baseline at 256 px", + "model": "lpips/alex" + }, + "dinov2_distance": { + "value": 0.074573, + "method": "1 - cosine of CLS embeddings vs the baseline's", + "model": "facebookresearch/dinov2:dinov2_vitb14" + }, + "clip_distance": { + "value": 0.043665, + "method": "1 - cosine of image embeddings vs the baseline's", + "model": "openai/clip-vit-base-patch32" + } + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/04d9948207565451b755/record.json b/records/sd1/author_experiment/04d9948207565451b755/record.json new file mode 100644 index 0000000000000000000000000000000000000000..c7c70f7a9c3af256b94ad30de0b6c1fc645cd4f9 --- /dev/null +++ b/records/sd1/author_experiment/04d9948207565451b755/record.json @@ -0,0 +1,57 @@ +{ + "id": "04d9948207565451b755", + "schema_version": "1.0", + "source": "author_experiment", + "created": "2026-10-01T19:28:06Z", + "license": "CC0-1.0", + "consent": { + "prompt": true, + "input_image": false + }, + "model": { + "checkpoint": "sd-v1-4.ckpt", + "arch": "sd14", + "family": "sd1" + }, + "setup": { + "route": "txt2img", + "seed": 42, + "sampler": "dpmpp_2m", + "scheduler": "karras", + "steps": 20, + "cfg": 8.0, + "width": 512, + "height": 512, + "prompt": "A picturesque sunset over a calm lake, with vibrant hues of orange, pink, and purple reflecting on the water.", + "prompt_key": "77d1f745d59b9534" + }, + "bends": [ + { + "path": "output_blocks.6.0.in_layers.2", + "op": "rotate", + "args": { + "angle_degrees": 270.0 + }, + "group": "out.mid", + "kind": "res_branch", + "module_type": "Conv2d", + "container": "Sequential", + "start": 0.0, + "end": 1.0, + "window": "all", + "bucket": "quarter" + } + ], + "outputs": { + "image": "output.webp", + "baseline_id": "db9cdf02ae7c599f400d" + }, + "provenance": { + "producer": "agentic_comfy", + "importer": "kb_import_experiments", + "original_path": "neurips/experiments/MultiPrompt_2/4/output_blocks.6.0.in_layers.2___angle_degrees___270_00001_.png", + "csv": "MultiPrompt_2.csv", + "prompt_num": "4", + "type_path": "ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Conv2d" + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/04e8bd10a4ea5e3746bd/measurements.json b/records/sd1/author_experiment/04e8bd10a4ea5e3746bd/measurements.json new file mode 100644 index 0000000000000000000000000000000000000000..76b3255d0c5874bff87c9b10c9c4eec2612de3da --- /dev/null +++ b/records/sd1/author_experiment/04e8bd10a4ea5e3746bd/measurements.json @@ -0,0 +1,39 @@ +{ + "record": "04e8bd10a4ea5e3746bd", + "values": { + "std": { + "value": 53.745, + "method": "luminance standard deviation at 256 px, 0-255" + }, + "hf_ratio": { + "value": 0.00381, + "method": "share of luminance FFT power above radius 0.25 at 256 px" + }, + "degenerate": { + "value": true, + "method": "pixel guard: noise, blob or flat output", + "reasons": [ + "blob" + ] + }, + "mae_vs_baseline": { + "value": 20.679, + "method": "mean absolute RGB difference vs the baseline, 0-255" + }, + "lpips_distance": { + "value": 0.319988, + "method": "LPIPS vs the baseline at 256 px", + "model": "lpips/alex" + }, + "dinov2_distance": { + "value": 0.222678, + "method": "1 - cosine of CLS embeddings vs the baseline's", + "model": "facebookresearch/dinov2:dinov2_vitb14" + }, + "clip_distance": { + "value": 0.088997, + "method": "1 - cosine of image embeddings vs the baseline's", + "model": "openai/clip-vit-base-patch32" + } + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/04e8bd10a4ea5e3746bd/record.json b/records/sd1/author_experiment/04e8bd10a4ea5e3746bd/record.json new file mode 100644 index 0000000000000000000000000000000000000000..ec0db863b2319bc7c06728627ce6499f93e44dd9 --- /dev/null +++ b/records/sd1/author_experiment/04e8bd10a4ea5e3746bd/record.json @@ -0,0 +1,57 @@ +{ + "id": "04e8bd10a4ea5e3746bd", + "schema_version": "1.0", + "source": "author_experiment", + "created": "2026-10-01T19:28:33Z", + "license": "CC0-1.0", + "consent": { + "prompt": true, + "input_image": false + }, + "model": { + "checkpoint": "sd-v1-4.ckpt", + "arch": "sd14", + "family": "sd1" + }, + "setup": { + "route": "txt2img", + "seed": 42, + "sampler": "dpmpp_2m", + "scheduler": "karras", + "steps": 20, + "cfg": 8.0, + "width": 512, + "height": 512, + "prompt": "an armchair made from an avocado", + "prompt_key": "7dc329d0f8e08220" + }, + "bends": [ + { + "path": "output_blocks.3.1.proj_out", + "op": "rotate", + "args": { + "angle_degrees": 90.0 + }, + "group": "out.lo", + "kind": "proj", + "module_type": "Conv2d", + "container": "SpatialTransformer", + "start": 0.0, + "end": 1.0, + "window": "all", + "bucket": "quarter" + } + ], + "outputs": { + "image": "output.webp", + "baseline_id": "1363de0ce0eb925e9719" + }, + "provenance": { + "producer": "agentic_comfy", + "importer": "kb_import_experiments", + "original_path": "neurips/experiments/MultiPrompt_2/5/output_blocks.3.1.proj_out___angle_degrees___90_00001_.png", + "csv": "MultiPrompt_2.csv", + "prompt_num": "5", + "type_path": "ModuleList.TimestepEmbedSequential.SpatialTransformer.Conv2d" + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/04f6be0d50fb82e7d204/measurements.json b/records/sd1/author_experiment/04f6be0d50fb82e7d204/measurements.json new file mode 100644 index 0000000000000000000000000000000000000000..6b7d63effdbd9d4bacb719d6a343017537ce7d55 --- /dev/null +++ b/records/sd1/author_experiment/04f6be0d50fb82e7d204/measurements.json @@ -0,0 +1,37 @@ +{ + "record": "04f6be0d50fb82e7d204", + "values": { + "std": { + "value": 60.955, + "method": "luminance standard deviation at 256 px, 0-255" + }, + "hf_ratio": { + "value": 0.00972, + "method": "share of luminance FFT power above radius 0.25 at 256 px" + }, + "degenerate": { + "value": false, + "method": "pixel guard: noise, blob or flat output", + "reasons": [] + }, + "mae_vs_baseline": { + "value": 57.194, + "method": "mean absolute RGB difference vs the baseline, 0-255" + }, + "lpips_distance": { + "value": 0.788479, + "method": "LPIPS vs the baseline at 256 px", + "model": "lpips/alex" + }, + "dinov2_distance": { + "value": 0.968113, + "method": "1 - cosine of CLS embeddings vs the baseline's", + "model": "facebookresearch/dinov2:dinov2_vitb14" + }, + "clip_distance": { + "value": 0.437442, + "method": "1 - cosine of image embeddings vs the baseline's", + "model": "openai/clip-vit-base-patch32" + } + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/04f6be0d50fb82e7d204/record.json b/records/sd1/author_experiment/04f6be0d50fb82e7d204/record.json new file mode 100644 index 0000000000000000000000000000000000000000..1bff3d4b330f48b7e4db02283baa44cce4950e70 --- /dev/null +++ b/records/sd1/author_experiment/04f6be0d50fb82e7d204/record.json @@ -0,0 +1,57 @@ +{ + "id": "04f6be0d50fb82e7d204", + "schema_version": "1.0", + "source": "author_experiment", + "created": "2026-10-01T19:41:26Z", + "license": "CC0-1.0", + "consent": { + "prompt": true, + "input_image": false + }, + "model": { + "checkpoint": "sd-v1-4.ckpt", + "arch": "sd14", + "family": "sd1" + }, + "setup": { + "route": "txt2img", + "seed": 42, + "sampler": "dpmpp_2m", + "scheduler": "karras", + "steps": 20, + "cfg": 8.0, + "width": 512, + "height": 512, + "prompt": "Realistic spaceship rocket design.", + "prompt_key": "9b074a683d61e0cf" + }, + "bends": [ + { + "path": "input_blocks.3.0.op", + "op": "rotate", + "args": { + "angle_degrees": 270.0 + }, + "group": "in.hi", + "kind": "downsample", + "module_type": "Conv2d", + "container": "Downsample", + "start": 0.0, + "end": 1.0, + "window": "all", + "bucket": "quarter" + } + ], + "outputs": { + "image": "output.webp", + "baseline_id": "47a948fad97344976dea" + }, + "provenance": { + "producer": "agentic_comfy", + "importer": "kb_import_experiments", + "original_path": "neurips/experiments/MultiPrompt_2/12/input_blocks.3.0.op___angle_degrees___270_00001_.png", + "csv": "MultiPrompt_2.csv", + "prompt_num": "12", + "type_path": "ModuleList.TimestepEmbedSequential.Downsample.Conv2d" + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/0514705ebe09d26b01ca/measurements.json b/records/sd1/author_experiment/0514705ebe09d26b01ca/measurements.json new file mode 100644 index 0000000000000000000000000000000000000000..df8654e5d775f7a7ee5ade17ebba4ad2e1db7de3 --- /dev/null +++ b/records/sd1/author_experiment/0514705ebe09d26b01ca/measurements.json @@ -0,0 +1,37 @@ +{ + "record": "0514705ebe09d26b01ca", + "values": { + "std": { + "value": 42.582, + "method": "luminance standard deviation at 256 px, 0-255" + }, + "hf_ratio": { + "value": 0.00921, + "method": "share of luminance FFT power above radius 0.25 at 256 px" + }, + "degenerate": { + "value": false, + "method": "pixel guard: noise, blob or flat output", + "reasons": [] + }, + "mae_vs_baseline": { + "value": 8.593, + "method": "mean absolute RGB difference vs the baseline, 0-255" + }, + "lpips_distance": { + "value": 0.134408, + "method": "LPIPS vs the baseline at 256 px", + "model": "lpips/alex" + }, + "dinov2_distance": { + "value": 0.073341, + "method": "1 - cosine of CLS embeddings vs the baseline's", + "model": "facebookresearch/dinov2:dinov2_vitb14" + }, + "clip_distance": { + "value": 0.03698, + "method": "1 - cosine of image embeddings vs the baseline's", + "model": "openai/clip-vit-base-patch32" + } + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/0514705ebe09d26b01ca/record.json b/records/sd1/author_experiment/0514705ebe09d26b01ca/record.json new file mode 100644 index 0000000000000000000000000000000000000000..ab6ac207b0f10c04e0e5a2ded432932c60f29652 --- /dev/null +++ b/records/sd1/author_experiment/0514705ebe09d26b01ca/record.json @@ -0,0 +1,57 @@ +{ + "id": "0514705ebe09d26b01ca", + "schema_version": "1.0", + "source": "author_experiment", + "created": "2026-10-01T19:27:28Z", + "license": "CC0-1.0", + "consent": { + "prompt": true, + "input_image": false + }, + "model": { + "checkpoint": "sd-v1-4.ckpt", + "arch": "sd14", + "family": "sd1" + }, + "setup": { + "route": "txt2img", + "seed": 42, + "sampler": "dpmpp_2m", + "scheduler": "karras", + "steps": 20, + "cfg": 8.0, + "width": 512, + "height": 512, + "prompt": "A picturesque sunset over a calm lake, with vibrant hues of orange, pink, and purple reflecting on the water.", + "prompt_key": "77d1f745d59b9534" + }, + "bends": [ + { + "path": "middle_block.1.proj_out", + "op": "rotate", + "args": { + "angle_degrees": 180.0 + }, + "group": "mid", + "kind": "proj", + "module_type": "Conv2d", + "container": "SpatialTransformer", + "start": 0.0, + "end": 1.0, + "window": "all", + "bucket": "half" + } + ], + "outputs": { + "image": "output.webp", + "baseline_id": "db9cdf02ae7c599f400d" + }, + "provenance": { + "producer": "agentic_comfy", + "importer": "kb_import_experiments", + "original_path": "neurips/experiments/MultiPrompt_2/4/middle_block.1.proj_out___angle_degrees___180_00001_.png", + "csv": "MultiPrompt_2.csv", + "prompt_num": "4", + "type_path": "TimestepEmbedSequential.SpatialTransformer.Conv2d" + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/05196f603734283d5f27/measurements.json b/records/sd1/author_experiment/05196f603734283d5f27/measurements.json new file mode 100644 index 0000000000000000000000000000000000000000..d074ba56c4e797046d916b32509217d4808e6eee --- /dev/null +++ b/records/sd1/author_experiment/05196f603734283d5f27/measurements.json @@ -0,0 +1,37 @@ +{ + "record": "05196f603734283d5f27", + "values": { + "std": { + "value": 46.006, + "method": "luminance standard deviation at 256 px, 0-255" + }, + "hf_ratio": { + "value": 0.06168, + "method": "share of luminance FFT power above radius 0.25 at 256 px" + }, + "degenerate": { + "value": false, + "method": "pixel guard: noise, blob or flat output", + "reasons": [] + }, + "mae_vs_baseline": { + "value": 39.718, + "method": "mean absolute RGB difference vs the baseline, 0-255" + }, + "lpips_distance": { + "value": 0.734817, + "method": "LPIPS vs the baseline at 256 px", + "model": "lpips/alex" + }, + "dinov2_distance": { + "value": 0.522583, + "method": "1 - cosine of CLS embeddings vs the baseline's", + "model": "facebookresearch/dinov2:dinov2_vitb14" + }, + "clip_distance": { + "value": 0.219337, + "method": "1 - cosine of image embeddings vs the baseline's", + "model": "openai/clip-vit-base-patch32" + } + } +} \ No newline at end of file diff --git a/records/sd1/author_experiment/05196f603734283d5f27/record.json b/records/sd1/author_experiment/05196f603734283d5f27/record.json new file mode 100644 index 0000000000000000000000000000000000000000..6981a4c4c955ac5dc787d164dafa7285b9c7b7a2 --- /dev/null +++ b/records/sd1/author_experiment/05196f603734283d5f27/record.json @@ -0,0 +1,57 @@ +{ + "id": "05196f603734283d5f27", + "schema_version": "1.0", + "source": "author_experiment", + "created": "2026-10-01T19:40:28Z", + "license": "CC0-1.0", + "consent": { + "prompt": true, + "input_image": false + }, + "model": { + "checkpoint": "sd-v1-4.ckpt", + "arch": "sd14", + "family": "sd1" + }, + "setup": { + "route": "txt2img", + "seed": 42, + "sampler": "dpmpp_2m", + "scheduler": "karras", + "steps": 20, + "cfg": 8.0, + "width": 512, + "height": 512, + "prompt": "Realistic spaceship rocket design.", + "prompt_key": "9b074a683d61e0cf" + }, + "bends": [ + { + "path": "input_blocks.8.1.proj_in", + "op": "rotate", + "args": { + "angle_degrees": 90.0 + }, + "group": "in.lo", + "kind": "proj", + "module_type": "Conv2d", + "container": "SpatialTransformer", + "start": 0.0, + "end": 1.0, + "window": "all", + "bucket": "quarter" + } + ], + "outputs": { + "image": "output.webp", + "baseline_id": "47a948fad97344976dea" + }, + "provenance": { + "producer": "agentic_comfy", + "importer": "kb_import_experiments", + "original_path": "neurips/experiments/MultiPrompt_2/12/input_blocks.8.1.proj_in___angle_degrees___90_00001_.png", + "csv": "MultiPrompt_2.csv", + "prompt_num": "12", + "type_path": "ModuleList.TimestepEmbedSequential.SpatialTransformer.Conv2d" + } +} \ No newline at end of file