dinac3 results viewer

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README.md

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+---
+title: dinac3 results
+colorFrom: blue
+colorTo: gray
+sdk: static
+pinned: false
+license: apache-2.0
+---
+
+# dinac3 results
+
+Static reconstruction viewer for `data-archetype/dinac3_96`.
+
+This Space contains the 39-image comparison set used by the dinac3 model card:
+
+- original image vs dinac3_96 reconstruction
+- RGB difference view
+- latent PCA view
+- per-image PSNR table and mean/median/min/max summary in `index.html` and `_results_appendix.md`
+
+Model: https://huggingface.co/data-archetype/dinac3_96

_results_appendix.md

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+## Results
+
+Reconstruction quality evaluated on the fixed 39-image comparison set.
+
+### Interactive Viewer
+
+**[Open full-resolution comparison viewer](https://huggingface.co/spaces/data-archetype/dinac3-results)** -- side-by-side reconstructions, RGB deltas, and latent PCA with adjustable image size.
+
+### Inference Settings
+
+| Setting | Value |
+|---|---|
+| Decode | one deterministic pass (no sampler, no seed) |
+| Precision | bfloat16 (stored weights, BF16 autocast); FP32 latents/output |
+| Compile | torch.compile encoder and decoder (package default) |
+| Input | FP32 RGB in [-1, 1], center-cropped to multiples of 16 |
+| PSNR | reconstruction clamped to [-1, 1] vs FP32 input, peak-to-peak 2 |
+
+### Global Metrics
+
+| Metric | dinac3_96 |
+|---|---|
+| Mean PSNR (dB) | 32.05 |
+| Median PSNR (dB) | 30.82 |
+| Min PSNR (dB) | 22.57 |
+| Max PSNR (dB) | 44.31 |
+
+### Per-Image PSNR (dB)
+
+| Image | dinac3_96 |
+|---|---|
+| p640x1536:94623 | 27.81 |
+| p640x1536:94624 | 30.29 |
+| p640x1536:94625 | 39.08 |
+| p640x1536:94626 | 38.02 |
+| p640x1536:94627 | 38.59 |
+| p640x1536:94628 | 40.46 |
+| p960x1024:216264 | 39.60 |
+| p960x1024:216265 | 35.18 |
+| p960x1024:216266 | 44.31 |
+| p960x1024:216267 | 35.94 |
+| p960x1024:216268 | 25.71 |
+| p960x1024:216269 | 38.52 |
+| p960x1024:216270 | 33.49 |
+| p960x1024:216271 | 37.64 |
+| p704x1472:94699 | 27.26 |
+| p704x1472:94700 | 25.09 |
+| p704x1472:94701 | 37.33 |
+| p704x1472:94702 | 30.36 |
+| p704x1472:94703 | 31.44 |
+| p704x1472:94704 | 28.55 |
+| p704x1472:94705 | 40.42 |
+| p704x1472:94706 | 39.18 |
+| r256_p1344x704:15577 | 26.13 |
+| r256_p1344x704:15578 | 25.84 |
+| r256_p1344x704:15579 | 27.43 |
+| r256_p1344x704:15580 | 32.11 |
+| r256_p1344x704:15581 | 30.06 |
+| r256_p1344x704:15582 | 26.71 |
+| r256_p1344x704:15583 | 29.72 |
+| r256_p1344x704:15584 | 26.24 |
+| r256_p896x1152:144131 | 28.38 |
+| r256_p896x1152:144132 | 30.90 |
+| r256_p896x1152:144133 | 33.89 |
+| r256_p896x1152:144134 | 29.84 |
+| r256_p896x1152:144135 | 25.10 |
+| r256_p896x1152:144136 | 30.82 |
+| r256_p896x1152:144137 | 28.14 |
+| r256_p896x1152:144138 | 22.57 |
+| exports/dico_diffae_hf/VAE_accuracy_test_image.png | 31.83 |

benchmark.json

@@ -0,0 +1,460 @@
+{
+  "image_list": "/home/jt/dit_o2/exports/dico_diffae_hf/results_image_list_39.jsonl",
+  "viewer_dir": "/home/jt/dit_o2/output/dinac3_results_space",
+  "num_images": 39,
+  "models": [
+    {
+      "key": "dinac3_96",
+      "label": "dinac3_96",
+      "source": "output/dinac3_96_export",
+      "description": "dinac3_96 export: encode() returns the whitened FP32 latent (96 channels; reconstruction 0-63, semantic 64-95); decode() dewhitens and decodes in one deterministic pass; bfloat16, compiled; output clamped to [-1, 1]"
+    }
+  ],
+  "delta_reference": null,
+  "summary": {
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+      "std": 5.424693279223117,
+      "median": 30.820534300486656,
+      "min": 22.57057054011068,
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+      "p5": 25.100706100463867,
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+      "p75": 37.482086181640625,
+      "p90": 39.26585388183594,
+      "p95": 40.42637634277344
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+      "psnr_db": {
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+    {
+      "image_id": "p640x1536:94624",
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+      "dataset_root": "~/training_datasets/pexels_aesth_bucketed_1024",
+      "psnr_db": {
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+    {
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+    }
+  ]
+}