bcd-e002: ledger + artifacts (ship-on-completion)

reports/v2/bcd/e002_all/e002_all_s1.log

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+✓ Cell 4: Fully batched multi-image extraction
+  Scales: [(16, 64, 64), (8, 32, 32), (8, 16, 16), (4, 8, 8)]
+  Canonical: (8, 16, 16)
+  Image batch: 32
+  Classify batch: 16384
+  Percentile: 90.0th (kthvalue)
+[e002 s1 16:44:55] cache N=5000 slots (5000, 4, 64, 1024) -> 256 tokens x 1024; fit 4856 val 96
+[e002 s1 16:44:57] target stats: |mu| tok-norm 13.87 sigma mean 0.8733
+[e002 s1 16:44:57] head params 8.23M
+[e002 s1 16:45:28] S1 step 1000: loss 1.3106 | held-out seq-cos 0.5573 token-cos 0.5406 | val seq-cos 0.5808 best 0.5808@1000 | val CENTERED cos 0.3190 (seq77 bar s_cos .734; ridge slots->seq .620)
+[e002 s1 16:45:54] S1 step 2000: loss 1.1404 | held-out seq-cos 0.6088 token-cos 0.5943 | val seq-cos 0.6347 best 0.6347@2000 | val CENTERED cos 0.4371 (seq77 bar s_cos .734; ridge slots->seq .620)
+[e002 s1 16:46:21] S1 step 3000: loss 0.9724 | held-out seq-cos 0.6413 token-cos 0.6281 | val seq-cos 0.6673 best 0.6673@3000 | val CENTERED cos 0.5000 (seq77 bar s_cos .734; ridge slots->seq .620)
+[e002 s1 16:46:48] S1 step 4000: loss 0.8331 | held-out seq-cos 0.6555 token-cos 0.6432 | val seq-cos 0.6829 best 0.6829@4000 | val CENTERED cos 0.5341 (seq77 bar s_cos .734; ridge slots->seq .620)
+[e002 s1 16:47:15] S1 step 5000: loss 0.6383 | held-out seq-cos 0.6549 token-cos 0.6434 | val seq-cos 0.6845 best 0.6851@4750 | val CENTERED cos 0.5430 (seq77 bar s_cos .734; ridge slots->seq .620)
+[e002 s1 16:47:43] S1 step 6000: loss 0.6086 | held-out seq-cos 0.6440 token-cos 0.6331 | val seq-cos 0.6828 best 0.6851@4750 | val CENTERED cos 0.5443 (seq77 bar s_cos .734; ridge slots->seq .620)
+[e002 s1 16:47:43] S1 BEST by val: seq-cos 0.6851 at step 4750 (early-stopped)
+
+E:\mirel\claude\.venv\Lib\site-packages\huggingface_hub\utils\_validators.py:205: UserWarning: The `local_dir_use_symlinks` argument is deprecated and ignored in `hf_hub_download`. Downloading to a local directory does not use symlinks anymore.
+  warnings.warn(
+[e002 s1 16:48:04] S2 val flow mse at init (S1 head): 0.5300
+[e002 s1 16:51:23] S2 step 500: flow mse 0.6243 | val 0.5335 best 0.5300@0 | peak 6.5 GB
+[e002 s1 16:54:37] S2 step 1000: flow mse 0.5327 | val 0.5364 best 0.5300@0 | peak 6.5 GB
+[e002 s1 16:57:51] S2 step 1500: flow mse 0.6708 | val 0.5355 best 0.5300@0 | peak 6.5 GB
+[e002 s1 17:01:00] S2 step 2000: flow mse 0.6378 | val 0.5355 best 0.5300@0 | peak 6.5 GB
+[e002 s1 17:04:22] S2 step 2500: flow mse 0.7365 | val 0.5340 best 0.5300@0 | peak 6.5 GB
+[e002 s1 17:07:52] S2 step 3000: flow mse 0.5813 | val 0.5338 best 0.5300@0 | peak 6.5 GB
+[e002 s1 17:07:52] S2 BEST by val: flow mse 0.5300 at step 0 (early-stopped)
+
+[e002 s1 17:08:38] WALL_real_clip   draw A: cond 0.7562 shuf 0.5745 gap +0.1816
+[e002 s1 17:09:20] WALL_real_clip   draw B: cond 0.7766 shuf 0.5686 gap +0.2079
+[e002 s1 17:09:58] HEAD_banded      draw A: cond 0.6745 shuf 0.5697 gap +0.1048
+[e002 s1 17:10:35] HEAD_banded      draw B: cond 0.6634 shuf 0.5664 gap +0.0970
+[e002 s1 17:11:12] HEAD_flat_s05    draw A: cond 0.6693 shuf 0.5699 gap +0.0993
+[e002 s1 17:11:51] HEAD_flat_s05    draw B: cond 0.6654 shuf 0.5657 gap +0.0997
+[e002 s1 17:12:34] RANDOM_slots     draw A: cond 0.5733 shuf 0.5719 gap +0.0014
+[e002 s1 17:13:16] RANDOM_slots     draw B: cond 0.5644 shuf 0.5782 gap -0.0137
+[e002 s1 17:13:20] fingerprint WALL_real_clip   cos_to_data 0.996492793920886 cos_to_wall 0.999999999997485 top [('saddle', 0.5339562823293843), ('pentachoron', 0.3297180043383948)]
+[e002 s1 17:13:20] fingerprint HEAD_banded      cos_to_data 0.9965873325410798 cos_to_wall 0.9957028855957439 top [('saddle', 0.5609756097560976), ('pentachoron', 0.2847187655550025)]
+[e002 s1 17:13:20] fingerprint HEAD_flat_s05    cos_to_data 0.9953856020490714 cos_to_wall 0.9950494501586441 top [('saddle', 0.551781275890638), ('pentachoron', 0.2778790389395195)]
+[e002 s1 17:13:20] fingerprint RANDOM_slots     cos_to_data 0.9883707347915139 cos_to_wall 0.9952638460302368 top [('saddle', 0.5347304377218185), ('pentachoron', 0.3963157005239141)]
+VERDICT [CANDIDATE] bcd-e002 s1 seeds=[1] repeat=None
+  WALL_real_clip             0.1948 | erank 0.0 | control -0.0062 A +0.1816 B +0.2079
+  HEAD_banded                0.1009 | erank 0.0 | control -0.0062 A +0.1048 B +0.0970
+  HEAD_flat_s05              0.0995 | erank 0.0 | control -0.0062 A +0.0993 B +0.0997
+  RANDOM_slots              -0.0062 | erank 0.0 | control -0.0062 A +0.0014 B -0.0137
+  DEFICITS: no hardware repeat (LAW E S-703); single seed (LAW E S-703)
+E002 VERDICT s1: wall +0.1948 | banded +0.1009 | flat +0.0995 | random-slots -0.0062
+E002 DONE

reports/v2/bcd/e002_all/e002_ledger_s1.json

@@ -0,0 +1,213 @@
+{
+ "results": {
+  "WALL_real_clip": {
+   "A": {
+    "cond": 0.7561517953872681,
+    "shuffled": 0.5745226740837097,
+    "gap": 0.18162912130355835
+   },
+   "B": {
+    "cond": 0.7765520811080933,
+    "shuffled": 0.568645715713501,
+    "gap": 0.20790636539459229
+   }
+  },
+  "HEAD_banded": {
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+    "cond": 0.6745213270187378,
+    "shuffled": 0.5696736574172974,
+    "gap": 0.10484766960144043
+   },
+   "B": {
+    "cond": 0.6633831858634949,
+    "shuffled": 0.5664123296737671,
+    "gap": 0.09697085618972778
+   }
+  },
+  "HEAD_flat_s05": {
+   "A": {
+    "cond": 0.669281005859375,
+    "shuffled": 0.5699321031570435,
+    "gap": 0.09934890270233154
+   },
+   "B": {
+    "cond": 0.6654101014137268,
+    "shuffled": 0.565692663192749,
+    "gap": 0.09971743822097778
+   }
+  },
+  "RANDOM_slots": {
+   "A": {
+    "cond": 0.5732797980308533,
+    "shuffled": 0.5719161033630371,
+    "gap": 0.0013636946678161621
+   },
+   "B": {
+    "cond": 0.5644363760948181,
+    "shuffled": 0.5781617760658264,
+    "gap": -0.0137253999710083
+   }
+  }
+ },
+ "ledger": {
+  "tag": "bcd-e002 s1",
+  "grade": "CANDIDATE",
+  "seeds": [
+   1
+  ],
+  "repeat_delta": null,
+  "rows": {
+   "WALL_real_clip": {
+    "value": 0.1948,
+    "erank": 0.0,
+    "control": -0.0062,
+    "note": "A +0.1816 B +0.2079"
+   },
+   "HEAD_banded": {
+    "value": 0.1009,
+    "erank": 0.0,
+    "control": -0.0062,
+    "note": "A +0.1048 B +0.0970"
+   },
+   "HEAD_flat_s05": {
+    "value": 0.0995,
+    "erank": 0.0,
+    "control": -0.0062,
+    "note": "A +0.0993 B +0.0997"
+   },
+   "RANDOM_slots": {
+    "value": -0.0062,
+    "erank": 0.0,
+    "control": -0.0062,
+    "note": "A +0.0014 B -0.0137"
+   }
+  },
+  "deficits": [
+   "no hardware repeat (LAW E S-703)",
+   "single seed (LAW E S-703)"
+  ]
+ },
+ "params": 8226560,
+ "stage": "both",
+ "early_stop": {
+  "S1": {
+   "val_seq_cos": 0.6850948135058085,
+   "step": 4750,
+   "val_centered_cos": 0.5425505439440409,
+   "val_s01": [
+    0.15,
+    0.5,
+    0.9
+   ],
+   "s1_s01": "U(0,1)"
+  },
+  "S2": {
+   "val_flow_mse": 0.5299859717488289,
+   "step": 0
+  },
+  "val_rows": 96,
+  "fit_rows": 4856
+ },
+ "s1_steps": 6000,
+ "s2_steps": 3000,
+ "smoke": false,
+ "seed": 1,
+ "fingerprints": {
+  "WALL_real_clip": {
+   "top": [
+    [
+     "saddle",
+     0.5339562823293843
+    ],
+    [
+     "pentachoron",
+     0.3297180043383948
+    ],
+    [
+     "triangular_prism",
+     0.04188219589521108
+    ],
+    [
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+     0.03403971299849825
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+   ],
+   "conf": 0.9050306827103417,
+   "n": 5993,
+   "cos_to_data": 0.996492793920886,
+   "cos_to_wall": 0.999999999997485
+  },
+  "HEAD_banded": {
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+    [
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+     0.5609756097560976
+    ],
+    [
+     "pentachoron",
+     0.2847187655550025
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+    [
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+    [
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+   "conf": 0.9076595314703751,
+   "n": 6027,
+   "cos_to_data": 0.9965873325410798,
+   "cos_to_wall": 0.9957028855957439
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+  "HEAD_flat_s05": {
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+    [
+     "saddle",
+     0.551781275890638
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+    [
+     "pentachoron",
+     0.2778790389395195
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+    [
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+     0.06942833471416736
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+    [
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+   ],
+   "conf": 0.9129264398359916,
+   "n": 6035,
+   "cos_to_data": 0.9953856020490714,
+   "cos_to_wall": 0.9950494501586441
+  },
+  "RANDOM_slots": {
+   "top": [
+    [
+     "saddle",
+     0.5347304377218185
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+    [
+     "pentachoron",
+     0.3963157005239141
+    ],
+    [
+     "triangular_prism",
+     0.02382964340037181
+    ],
+    [
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+     0.021632584079770152
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+   ],
+   "conf": 0.9002547063335125,
+   "n": 5917,
+   "cos_to_data": 0.9883707347915139,
+   "cos_to_wall": 0.9952638460302368
+  }
+ }
+}

reports/v2/bcd/e002_all/head_S1_s1.pt

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+size 33163189

reports/v2/bcd/e002_all/head_S2_s1.pt

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+size 33163189

reports/v2/bcd/e002_all/merged_ledger.json

@@ -0,0 +1,89 @@
+{
+ "files": [
+  "E:\\cache\\tmp\\claude\\E--mirel-claude\\967d168c-ebd4-40c0-ba19-4696bbbf3b4f\\scratchpad\\bcd_e002_out_all\\e002_ledger_s0.json",
+  "E:\\cache\\tmp\\claude\\E--mirel-claude\\967d168c-ebd4-40c0-ba19-4696bbbf3b4f\\scratchpad\\bcd_e002_out_all\\e002_ledger_s1.json"
+ ],
+ "seeds": [
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+  1
+ ],
+ "repeat": 0.026277244091033936,
+ "rows": {
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+   "bar": 0.026277244091033936,
+   "worse": 0.19476774334907532,
+   "control": -0.006180852651596069
+  },
+  "HEAD_banded": {
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+    0.1009092628955841
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+  }
+ },
+ "ledger": {
+  "tag": "bcd-e002 v5 5k-rows seeds 0+1",
+  "grade": "LAW-GRADE",
+  "seeds": [
+   0,
+   1
+  ],
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+  "rows": {
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+    "note": "s0:+0.1948 s1:+0.1948; spread 0.0000; LAW-E bar 0.0263; worse seed +0.1948"
+   },
+   "HEAD_banded": {
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+    "erank": 0.0,
+    "control": -0.0062,
+    "note": "s0:+0.0436 s1:+0.1009; spread 0.0573; LAW-E bar 0.0573; worse seed +0.0436"
+   },
+   "HEAD_flat_s05": {
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+    "erank": 0.0,
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+    "note": "s0:+0.0512 s1:+0.0995; spread 0.0483; LAW-E bar 0.0483; worse seed +0.0512"
+   },
+   "RANDOM_slots": {
+    "value": -0.0093,
+    "erank": 0.0,
+    "control": 0.0263,
+    "note": "s0:-0.0124 s1:-0.0062; spread 0.0062; LAW-E bar 0.0263; worse seed -0.0124"
+   }
+  },
+  "deficits": []
+ }
+}