Train ATI-HO and finalize project outputs

2026-09-26 16:05:44 +08:00
parent a86560da64
commit 9cdd604117
358 changed files with 10540 additions and 173 deletions
@@ -0,0 +1,71 @@
+{
+  "task": "Q3 ATI–HO Attachment 4 final inference",
+  "selected_method": "A0",
+  "seeds": [
+    42,
+    3407,
+    2026
+  ],
+  "input_version": "official unaligned_50 Attachment 4",
+  "adapter": "Q1AlignmentAdapter; Relative-Progress; target_steps=50",
+  "physical_time_alignment": false,
+  "no_attachment4_labels_or_metrics_used": true,
+  "scaler": "/home/gloamxun/modeling_zhaocui/final/experiments/q2/unaligned_deep_two_b128/unaligned_50_robust_stats.npz",
+  "feature_dimensions": [
+    768,
+    74,
+    35
+  ],
+  "class_order": [
+    "negative",
+    "neutral",
+    "positive"
+  ],
+  "intensity_decode": "predicted negative: -3*sigmoid(r_negative); neutral: 0; predicted positive: 3*sigmoid(r_positive)",
+  "model_checkpoint_sha256": {
+    "A0/seed_42": "bc5a3085a97da7b07be779f3d1337d02df00f75eb7d09f83cbd81e10f26c73e9",
+    "A0/seed_3407": "7a5556072ed49bd76c4d425a7531d589cac72d1caefa9281d165b4b0406fedad",
+    "A0/seed_2026": "160deb16472ccce3ec32916f2aa7173a011329880f67d90da98028cee7d99f6f",
+    "B0_early_concat/seed_42": "54e56e329349dbbe73a1e7563abe49411651461a0f9456d4606d944e72696674",
+    "B0_early_concat/seed_3407": "d4b2135fc433c78c46e0e5c29f40ec626548038cf8a2bd5aa981f1c3af1cbff1",
+    "B0_early_concat/seed_2026": "282fd6444e9444501df51e075a1c2a84235c10c82b52d342394927a94ef31d5e",
+    "B5_mofe_mlp/seed_42": "bce412cf08213376499f7ed35a5bc98ca96dc73030814facb57c56ab60f1de9d",
+    "B5_mofe_mlp/seed_3407": "687bbee3cebd50644a599e0148d892352b1593dc75d41adf017c2d5e7b211f30",
+    "B5_mofe_mlp/seed_2026": "72c0a154a73a373311a446ba90bd5f2aba3c4441862ba6c2d0f7eae08a6c3c3a"
+  },
+  "attachment4_source_sha256": {
+    "01.pkl": "70e55e2709905d7ea9becf70d8dd91d83688e5902b6c5e601aa6d16e703e4659",
+    "02.pkl": "17e1a7c74f20dd25ca240b289add7a3b632ff2d6fb73d71eb1e1c6006b1f3cb9",
+    "03.pkl": "0d959289f51abebc34cb911895d7da4c70bb032d2fe281906b8f27ef6411cd8b",
+    "04.pkl": "f05343ac26cc037a6023a8e00ca1ffa7d5578db9bac6f2dad2e97bebf2ee188c",
+    "05.pkl": "cf0cd1b562e4516a25a04c23953f9baecaa0f42ce4044aa4eb9b1aba221e70a9",
+    "06.pkl": "3a5e9de011531ec38d60430053a221bfde7e05b253cbbf414b6ec08c42b9eee4",
+    "07.pkl": "b6f9a61599a16d0dee901ec277cdb32bde3ab50a223b15823fd0368b61f32314",
+    "08.pkl": "842aa20b0b30bd8cdef2d1f2e3c458abf01caaacb416b23a4dc8b7129ca660f3",
+    "09.pkl": "f42d91d2c1b8e6cad707eccd029c57eb1cb9e9300544ad1ba10bf0a96627ce65",
+    "10.pkl": "b12cb66e785c60faaa92d91be71bcae87dd4c0282bdd7e53241a7bb3e7413aa9",
+    "11.pkl": "64b0b19f12977bb24684cbb874d88e3dde71ad7f93821f8a382d05d3047c3005",
+    "12.pkl": "fd7cb86a2952ef384b0f1ce0dc58391332379e1d065d48100735b40ce991a624",
+    "13.pkl": "4d8b77cdc24eecaa5104f19eaff60bad12fbf1886f40f1d95491decc9b31f7e0",
+    "14.pkl": "17b0576012b71cdbebddfd38375e19f21fbe8e1eefa4813ac945196c734c9f55",
+    "15.pkl": "e12cb1d0b69558c7f81eecb2063769b872e58718051c7ea6b2761c066763f594",
+    "16.pkl": "359fae06a5df658729772eda07de43a12627a53574df95164942eb5f7a594153",
+    "17.pkl": "5d52d13cec0e716c6dab949e3296607d6f32bf320cb4029fde1d2b532101a41c",
+    "18.pkl": "7991357145a879fa8d85a028f043a6835243b24a6454bf5ec89c485cbc6335cf",
+    "19.pkl": "14041c0d6b2d351cd900603044f617d549e25821fa04b3f57d62c4a4e52fad4e",
+    "20.pkl": "2ed97e598f321dc82392e6b3d85963c629cea4ea8bc166705b697a7694ff7f44"
+  },
+  "attachment4_feature_dir": "/home/gloamxun/modeling_zhaocui/E题数据/附件4-可解释专项视频样本与特征文件/附件4-可解释专项视频样本与特征文件/未对齐版本",
+  "prediction_rows": 20,
+  "explanation_rows": 20,
+  "local_evidence_rows": 600,
+  "shapley_audit": {
+    "samples": 20,
+    "analytic_class_shapley_mean_abs_error": 5.118134947827355e-08,
+    "analytic_class_shapley_median_abs_error": 3.601113956943486e-08,
+    "analytic_class_shapley_p95_abs_error": 1.554532597484309e-07,
+    "analytic_class_shapley_max_abs_error": 3.5235037376679657e-07,
+    "analytic_class_shapley_pass_rate": 1.0,
+    "decoded_intensity_shapley_max_efficiency_residual": 4.440892098500626e-16
+  }
+}