File size: 8,414 Bytes
f6e614c
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
c07793c
 
 
 
50549ab
 
 
5aff889
c07793c
 
5aff889
 
 
 
 
 
 
 
 
 
c07793c
 
 
 
 
 
 
 
0dcf39e
 
9be8fa9
c07793c
 
6ab8274
 
e3c0c6e
 
6ab8274
e3c0c6e
6ab8274
 
0dcf39e
 
 
 
 
 
 
 
 
 
 
 
 
 
 
4a3cd2f
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
0194e59
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
5094348
 
 
 
 
 
 
 
 
 
 
 
 
c4c9192
 
 
 
 
bb698e6
2dde02d
 
c4c9192
 
 
 
 
 
 
 
 
 
 
 
 
bb698e6
 
 
 
 
 
 
2dde02d
 
 
 
 
 
 
 
bb698e6
 
c4c9192
 
 
 
 
f6e614c
 
 
 
 
 
58b3b50
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
f6e614c
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
{
  "schema": "aiflow-math-ink-06-public-checkpoint-index-v1",
  "model_version": "AIFlow Math Ink 0.6 research",
  "input_contract": {
    "ink_space": [128, 128],
    "maximum_events": 128,
    "canonical_sample_hz": 6.0,
    "sequence_channels": 19,
    "source_modalities": ["online", "raster"]
  },
  "output_contract": {
    "exact_labels": 378,
    "visual_families": 324,
    "virtual_stroke_hypotheses": 4,
    "behavior_roles": [
      "identifier_lower",
      "identifier_upper",
      "multiply_operator"
    ]
  },
  "seeds": {
    "17": {
      "base": "models/seed17/base_378.pt",
      "online_adapter": "models/seed17/online_adapter.pt",
      "behavior_role_head": "models/seed17/behavior_role_head.pt"
    },
    "31": {
      "base": "models/seed31/base_378.pt",
      "online_adapter": "models/seed31/online_adapter.pt",
      "behavior_role_head": "models/seed31/behavior_role_head.pt"
    },
    "47": {
      "base": "models/seed47/base_378.pt",
      "online_adapter": "models/seed47/online_adapter.pt",
      "behavior_role_head": "models/seed47/behavior_role_head.pt"
    }
  },
  "grouping_head": "artifacts/boundary_behavior_guard.joblib",
  "p_boundary_joint": {
    "status": "rejected_after_shared_state_fix",
    "artifacts_published": false,
    "corrected_report": "reports/p_boundary_joint_sharedfix_3seed_summary.json",
    "training_track": "P_with_obligations",
    "product_validation": false
  },
  "device_contract_stress": {
    "report": "reports/p_boundary_device_stress_sharedfix_3seed.json",
    "model_variant": "base_plus_shared_adapter_plus_shadow_auxiliary",
    "modes": [
      "coordinate_jitter",
      "timestamp_missing",
      "sparse_sampling_recanonicalized",
      "affine_device"
    ],
    "all_seed_mode_gates_passed": true,
    "android_hardware_validation": false,
    "product_validation": false
  },
  "composite_torch_export": {
    "seed": 17,
    "online": "exports/seed17/online.pt2",
    "raster": "exports/seed17/raster.pt2",
    "manifest": "exports/seed17/export_manifest.json",
    "shared_state_applied": true,
    "top1_agreement": 1.0,
    "maximum_absolute_logit_error": 0.0,
    "online_family_fusion_weight": 0.15,
    "total_pt2_bytes": 24300116,
    "representative_samples": 76,
    "litert_flatbuffer": false
  },
  "composite_cpu_proxy": {
    "report": "reports/composite_cpu_benchmark.json",
    "online_p95_ms_range": [8.90, 9.67],
    "raster_p95_ms_range": [22.10, 26.63],
    "model_state_bytes": 8947108,
    "model_state_plus_inference_growth_bytes": 26387876,
    "android_validation": false
  },
  "online_error_consensus": {
    "report": "reports/online_error_consensus_paired_test_3seed.json",
    "samples": 3782,
    "exact_ensemble_top1": 0.8371232151985168,
    "exact_ensemble_top5": 0.9801692366600037,
    "visual_family_top1": 0.9299312829971313,
    "all_seed_wrong_rate": 0.11951348185539246,
    "formula_context_exact_gate_passed": false
  },
  "online_family_fusion_calibration": {
    "report": "reports/online_family_fusion_calibration_3seed.json",
    "selected_weight": 0.15,
    "paired_test_top1": 0.8381808400154114,
    "paired_test_gain_pp": 0.10576248168945312
  },
  "behavior_exact_gate": {
    "report": "reports/behavior_exact_gate_3seed.json",
    "scope": "truth_group_conditional_behavior_targets",
    "official_test_teacher_exact_top1_mean": 0.336483,
    "official_test_final_exact_top1_mean": 0.472966,
    "official_test_gain_pp_mean": 13.6483,
    "product_validation": false
  },
  "formula_context_contract": {
    "report": "reports/formula_context_contract_3seed.json",
    "selected_mode": "formula",
    "official_test_all_supported_exact_top1": 0.6303,
    "official_test_all_supported_visual_family_top1": 0.6818,
    "product_validation": false
  },
  "research_formula_adapter": {
    "status": "research_shadow_only",
    "training_track": "R_noncommercial_only",
    "architecture": "zero_init_skeleton_trajectory_adapter_h64",
    "checkpoints": {
      "17": "models/research_formula_adapter/seed17/formula_adapter.pt",
      "31": "models/research_formula_adapter/seed31/formula_adapter.pt",
      "47": "models/research_formula_adapter/seed47/formula_adapter.pt"
    },
    "summary": "reports/formula_adapter_h64_3seed_summary.json",
    "validation_visual_family_top1_mean": 0.9330453563714902,
    "official_test_visual_family_top1_mean": 0.8817204301075269,
    "visual_family_generalization_gap_pp_mean": 5.132492626396335,
    "product_validation": false,
    "distillation_allowed": false
  },
  "p_synthetic_behavior_proxy": {
    "status": "rejected_no_3seed_expansion",
    "training_report": "reports/behavior_role_p_proxy_w035_seed17.json",
    "distribution_audit": "reports/p_proxy_shift_seed17.json",
    "samples": 1590,
    "loss_weight": 0.35,
    "official_test_accuracy_before": 0.930708646774292,
    "official_test_accuracy_after": 0.930708646774292,
    "official_test_macro_f1_before": 0.7664031279554507,
    "official_test_macro_f1_after": 0.7361821054646563,
    "uppercase_recall_before": 0.6129032258064516,
    "uppercase_recall_after": 0.45161290322580644,
    "maximum_layout_absolute_smd": 2.8216191770723147,
    "checkpoint_published": false,
    "product_validation": false
  },
  "p_formula_intake": {
    "status": "implemented_fail_closed",
    "source": "src/p_formula_intake06.py",
    "materializer": "scripts/materialize_math_ink_06_p_formula.py",
    "record_schema": "contracts/aiflow_p_formula_v1.schema.json",
    "annotation_schema": "contracts/aiflow_p_formula_annotation_v1.schema.json",
    "requires_human_verified_tokens": true,
    "requires_checkpoint_vocabulary_labels": 378,
    "writes_only_after_full_preflight": true,
    "automatic_collection": false,
    "server_upload": false,
    "product_validation": false
  },
  "p_formula_training": {
    "status": "implemented_waiting_for_real_p_formula",
    "dataset": "src/p_formula_dataset06.py",
    "trainer": "scripts/train_math_ink_06_p_formula_adapter.py",
    "three_seed_summary": "scripts/summarize_math_ink_06_p_formula_seeds.py",
    "student_distiller": "scripts/distill_math_ink_06_p_formula_student.py",
    "student_exporter": "scripts/export_math_ink_06_p_formula_student.py",
    "release_driver": "scripts/run_math_ink_06_p_formula_release.py",
    "recipe": "configs/MATH-INK-06-P-FORMULA-v1.json",
    "seeds": [17, 31, 47],
    "formula_adapter_hidden_size": 64,
    "frozen_product_encoder": true,
    "frozen_online_adapter": true,
    "seed_gate": {
      "exact_top1_minimum": 0.92,
      "exact_top5_minimum": 0.99,
      "macro_f1_minimum": 0.9,
      "writer_floor_minimum": 0.75,
      "missing_metadata_drop_maximum_pp": 3.0
    },
    "student_distillation_requires_all_seeds": true,
    "same_data_sha256_required_across_seeds": true,
    "distillation": {
      "teacher_probability_temperature": 2.0,
      "teacher_weights_embedded": false,
      "maximum_teacher_to_student_regression_pp": 1.0,
      "cuda_fixture_path_passed": true,
      "fixture_release_gate_passed": false,
      "strict_export_contract_smoke": {
        "exact_labels": 378,
        "samples": 2,
        "top1_agreement": 1.0,
        "maximum_absolute_logit_error": 0.0,
        "artifact_persisted": false
      },
      "student_export_maximum_bytes": 26214400,
      "litert_exported": false
    },
    "teacher_ensemble_mobile_deployment_allowed": false,
    "fixture_smoke_passed": true,
    "real_p_training_completed": false,
    "product_validation": false
  },
  "release_state": {
    "track": "R_noncommercial_only",
    "product_validation": false,
    "commercial_release": false,
    "litert_exported": false,
    "distillation_allowed_for_r_track_heads": false
  },
  "android_oda_runtime": {
    "status": "source_and_aar_build_verified_waiting_for_tflite",
    "source": "android/aiflow-math-ink-runtime",
    "public_api": ["recognizeOnline", "recognizeRaster", "SymbolResult"],
    "litert_api": "CompiledModel",
    "litert_version": "2.1.6",
    "kotlin_version": "2.3.0",
    "python_feature_parity_tolerance": 0.0001,
    "unit_tests": 5,
    "release_aar_bytes": 56139,
    "release_aar_sha256": "2b75abe9040c537a04da6f352c139142850f3d84a2b26e2c7dc79fe23bf74bba",
    "server_payload_excludes_raw_ink": true,
    "tflite_present": false,
    "android_hardware_validation": false,
    "product_validation": false
  }
}