RUDRA ACES 2 and AI fill v3 (Apache 2.0)

.gitattributes

@@ -34,3 +34,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
 models/RUDRA_ACES_2/rudra_g1.ts filter=lfs diff=lfs merge=lfs -text
+models/RUDRA_ACES_2.previous_20261108/rudra_g1.ts filter=lfs diff=lfs merge=lfs -text

models/RUDRA_ACES_2.previous_20261108/manifest.json

@@ -0,0 +1,162 @@
+{
+  "name": "RUDRA_ACES_2_w4",
+  "title": "RUDRA ACES 2",
+  "contract": "rudra_native_aces_v2_staged",
+  "contract_major": 3,
+  "model_contract": {
+    "id": "aces2_ap1_reconstruction_v9_full_context_experimental",
+    "config": "cg-config-v4.0.0_aces-v2.0_ocio-v2.5",
+    "display": "Rec.1886 Rec.709 - Display",
+    "view": "ACES 2.0 - SDR 100 nits (Rec.709)",
+    "working_space": "ACEScg",
+    "ocio_version": "2.5.2",
+    "config_sha256": "24ec81841048fc5db160a7bad882263246183385c5d49d0e86e11464917ead15",
+    "input": "Rec709 Rec1886 display RGB codes",
+    "output": "ACEScg linear",
+    "source_code_bound": 0.0019215686274509803,
+    "reconstruction_policy": "observed_clip_v1",
+    "residual": "signed_linear_shared_rgb_scale",
+    "residual_scale_floor": 0.001,
+    "radiance_clamp": false,
+    "scene_exposure_recovered": false,
+    "release_authorized": false,
+    "normalization": "pixel_rms",
+    "restoration": "local_codes",
+    "restoration_support": "source reconstruction_weight == 0",
+    "restoration_context_kernels": [
+      5,
+      17,
+      65
+    ],
+    "shadow": "analytic",
+    "shadow_support": "source reconstruction_weight > 0 and max source <= .5",
+    "shadow_output": "w*exact source inverse + (1-w)*exact inverse of bounded restored source",
+    "shadow_reconstructed": false,
+    "shadow_reason": "5-seed study 24 Oct 2026: no trained shadow branch reliably beat the analytic inverse",
+    "highlight_context": "independent_pixel_rms",
+    "highlight_support": "source reconstruction_weight>0 and max source>.5",
+    "frozen_parent_fields": true,
+    "temporal_inference": false,
+    "temporal_training": "known subpixel planar-motion residual consistency; no recurrent inference",
+    "full_context": "independent_pixel_rms",
+    "full_support": "reconstruction_weight>0 and min source>=254.5/255",
+    "full_transition": "hard source support; boundary and temporal qualification required"
+  },
+  "checkpoint_sha256": "b9a903a58dccfcd2e1d2aa15b7d01d33cf0858dacb09cbe5910df05998f2825f",
+  "g1_sha256": "7082eb869d265d6e8c4fc209f7cac7e5dce2f40c10df5e73a889fb85efb9dbcc",
+  "g1_file": "rudra_g1.ts",
+  "g1_inputs": [
+    "source BCHW float32 display codes [0,1] Rec709 Rec1886",
+    "baseline BCHW float32 ACEScg = OCIO inverse(source)"
+  ],
+  "g1_outputs": [
+    "restored_source B3HW",
+    "highlight_fields B3HW",
+    "full_fields B3HW",
+    "weight B1HW"
+  ],
+  "ocio": {
+    "ocio_version": "2.5.2",
+    "config": "cg-config-v4.0.0_aces-v2.0_ocio-v2.5",
+    "view": "ACES 2.0 - SDR 100 nits (Rec.709)",
+    "display": "Rec.1886 Rec.709 - Display"
+  },
+  "stages": [
+    "inverse_view(source)->baseline",
+    "G1",
+    "inverse_view(restored_source)->restored",
+    "compose",
+    "clipped_smoothing",
+    "appearance_constraint(include_fully_clipped)",
+    "lock",
+    "mask"
+  ],
+  "compose": {
+    "scale": "max_c|restored|+0.001",
+    "high": "w>0 & max(src)>0.5",
+    "full": "w>0 & min(src)>=254.5/255",
+    "shadow": "w>0 & max(src)<=0.5 -> w>=1 ? baseline : w*baseline+(1-w)*restored",
+    "else": "restored"
+  },
+  "clipped_smoothing": {
+    "name": "hybrid64",
+    "sigma": 64.0,
+    "ramp": 1.0,
+    "start": 0.0,
+    "mode": "hybrid",
+    "erode": "cross 3x3 x2, border 0",
+    "components": 8,
+    "gaussian": "k=int(4*sigma)|1, BORDER_REFLECT_101"
+  },
+  "appearance_constraint": {
+    "max_display_error_codes": 1,
+    "include_fully_clipped": true,
+    "method": "halving backtrack toward baseline",
+    "forbid_new_negative_y": true
+  },
+  "onnx_file": "rudra_g1.onnx",
+  "onnx_sha256": "880e7b698a099b8dd60549444392d51af3022efbae8f68f05c9f0f3a29f8ee49",
+  "onnx_tolerance": {
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+    "final_max_rel": 0.018843110650777817,
+    "mask_exact": true,
+    "limit_display_codes": 0.25,
+    "limit_rel": 0.005,
+    "rel_fraction_limit": 0.001,
+    "pixels_rel_over_limit": 1,
+    "per_probe_rel_over_limit": [
+      0,
+      0,
+      1
+    ],
+    "locked": {
+      "p999_display_code_diff": 0.014085752964021859,
+      "max_display_code_diff": 0.7523596286773682,
+      "max_rel": 0.3374467194080353,
+      "pixels_over_limit": 3,
+      "pixels": 1855488,
+      "limit_p999_codes": 0.25,
+      "limit_max_codes": 1.0,
+      "pixels_rel_over_limit": 26,
+      "pass": true
+    },
+    "locked_per_probe_rel_over_limit": [
+      21,
+      0,
+      5
+    ]
+  },
+  "lock": {
+    "name": "lock_dqs050g",
+    "mode": "lock",
+    "strength": 0.5,
+    "target": "dequant",
+    "iters": 4,
+    "band_codes": 0.0,
+    "dq_iters": 200,
+    "dq_max_lap": 1.5,
+    "registration": "configs/experiments/holdout_crew_eval_20261107.json",
+    "registration_sha256": "a7271ad62db39ec0af97085bfd39cabfdf5d379cd93f65d0fed36551c69ac106"
+  },
+  "provenance": {
+    "model": "RUDRA ACES 2",
+    "version": "2.0",
+    "checkpoint": {
+      "run": "research_bin_hinge_w4_20261102",
+      "step": 1600,
+      "sha256": "b9a903a58dccfcd2e1d2aa15b7d01d33cf0858dacb09cbe5910df05998f2825f"
+    },
+    "lock": "lock_dqs050g",
+    "holdout": {
+      "registration": "configs\\experiments\\holdout_crew_eval_20261107.json",
+      "registration_sha256": "a7271ad62db39ec0af97085bfd39cabfdf5d379cd93f65d0fed36551c69ac106",
+      "verdict_sha256": "c6710884e187a2367050b3339e41cf6393fea7cdea85e5f7e00a334bc8cf7034",
+      "result": "docs/competitive/RESULT_CREW_HOLDOUT_2026_11_07.md",
+      "cases": 56,
+      "scenes": 18
+    },
+    "limits": "One production (The Crew), one camera (ARRI ALEXA LogC3), single frames."
+  },
+  "parity_pass": true,
+  "release_authorized": false
+}

models/RUDRA_ACES_2.previous_20261108/parity.json

@@ -0,0 +1,147 @@
+{
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+   "shape": [
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+    128,
+    3
+   ],
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+   "staged_vs_model_max_abs": 0.0,
+   "staged_vs_model_max_rel": 0.0
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+   "shape": [
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+    1280,
+    3
+   ],
+   "torchscript_vs_eager_max_abs": 0.0,
+   "staged_vs_model_max_abs": 0.0,
+   "staged_vs_model_max_rel": 0.0
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+    1280,
+    3
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+   "staged_vs_model_max_abs": 0.0,
+   "staged_vs_model_max_rel": 0.0
+  }
+ ],
+ "onnx": {
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+  "final_max_rel": 0.018843110650777817,
+  "mask_exact": true,
+  "limit_display_codes": 0.25,
+  "limit_rel": 0.005,
+  "onnxruntime": "1.31.0",
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+     128,
+     3
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+    "p999_display_code_diff": 0.0014061886444687933,
+    "pixels_over_limit": 0,
+    "pixels": 12288,
+    "max_rel": 6.0725302319042385e-05,
+    "pixels_rel_over_limit": 0,
+    "mask_exact": true
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+     1280,
+     3
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+    "p999_display_code_diff": 0.00021278858184814453,
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+    "pixels": 921600,
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+    "pixels_rel_over_limit": 1,
+    "mask_exact": true
+   }
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+  "pixels_rel_over_limit": 1,
+  "pass": true,
+  "locked": {
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+   "max_display_code_diff": 0.7523596286773682,
+   "max_rel": 0.3374467194080353,
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+   "limit_p999_codes": 0.25,
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+   "probes": [
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+      128,
+      3
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+     "max_display_code_diff": 0.7523596286773682,
+     "p999_display_code_diff": 0.014085752964021859,
+     "pixels_over_limit": 3,
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+     "max_rel": 0.3374467194080353,
+     "pixels_rel_over_limit": 21,
+     "mask_exact": true
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+      720,
+      1280,
+      3
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+    }
+   ],
+   "pixels_rel_over_limit": 26,
+   "pass": true
+  }
+ }
+}

models/RUDRA_ACES_2.previous_20261108/rudra_g1.onnx

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+size 1157294

models/RUDRA_ACES_2.previous_20261108/rudra_g1.ts

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+version https://git-lfs.github.com/spec/v1
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+size 1037772

models/RUDRA_ACES_2/manifest.json

@@ -158,5 +158,70 @@
     "limits": "One production (The Crew), one camera (ARRI ALEXA LogC3), single frames."
   },
   "parity_pass": true,
-  "release_authorized": false
+  "release_authorized": true,
+  "release": {
+    "promoted": "2026-11-08T23:33:56",
+    "holdout": {
+      "registration": "configs/experiments/holdout_crew_eval_20261107.json",
+      "registration_sha256": "a7271ad62db39ec0af97085bfd39cabfdf5d379cd93f65d0fed36551c69ac106",
+      "verdict_sha256": "c6710884e187a2367050b3339e41cf6393fea7cdea85e5f7e00a334bc8cf7034",
+      "gates": {
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+          "limit": 0.3420995535843564,
+          "pass": true
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+          "limit": 112.8452479264566,
+          "pass": true
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+        "grade_+3": {
+          "value": 1.011321970494464,
+          "limit": 1.133586999527844,
+          "pass": true
+        },
+        "highlight_H": {
+          "value": 0.02031642299086901,
+          "limit": 0.025404510459388425,
+          "pass": true
+        },
+        "no_new_negativeY": {
+          "value": 0,
+          "limit": 0,
+          "pass": true
+        },
+        "appearance": {
+          "value": 0,
+          "limit": 0,
+          "pass": true
+        }
+      }
+    },
+    "native": {
+      "report": "D:/A.I/Devlopments/rudra/reports/aces_v2_2026-11-08_1148",
+      "parity_sha256": "e5f598dd873c786683c0e4428c7fee8899450f28ea118ca9d3fba7c7ea274361",
+      "backends": [
+        "libtorch",
+        "onnxruntime_directml",
+        "onnxruntime_cpu"
+      ]
+    },
+    "coreml": {
+      "not_measured": "No Mac on hand for this release; the ONNX Runtime CPU vs Core ML parity job in CI passed for this package, but a timed Core ML report was not produced."
+    },
+    "provenance": {
+      "record": "docs/models/RUDRA_ACES_2.provenance.json",
+      "sha256": "6af6c7b2c49a9b7d75fbeb5a4e7cd81c33601a2fb6349c2d98d8357046a4e8ab"
+    },
+    "review": {
+      "reviewer": "FXTD Studios Research",
+      "date": "2026-11-08",
+      "hdr_monitor_review": "No HDR monitor: the review was of the kit's SDR sheets (source, analytic, no-lock, candidate at -3, 0 and +3 EV, all 24 frames, 1:1 crops of the most-changed regions) and of the EXR masters numerically (finite everywhere; 0 EV within 1 code of the analytic inverse on every frame). Sign-off authorised by the owner on 8 Nov 2026 with that limitation stated.",
+      "frames": 24,
+      "issues": 0,
+      "sha256": "9fc1b964a66e8d7265a51d80c64f1f58271bb5d6ecc5c85b529ccc4ff48148a3"
+    },
+    "claim": "At the delivered exposure, within 0.1 code RMS of the plain ACES 2.0 inverse on partially clipped highlights (not better); better at -3 and +3 EV and in highlight colour. Tested on one production and one camera (The Crew, ARRI ALEXA LogC3)."
+  }
 }