151 lines
5.1 KiB
JSON
151 lines
5.1 KiB
JSON
{
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"scope": "exploratory unaligned_50 relative-index projection and prespecified C5 training",
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"physical_time_alignment": false,
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"input": "E题数据/附件2-数据集特征文件/unaligned_50.pkl",
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"input_sha256": "77eda14a06be9749a96c52ae45470c7cffcfa7219011eae391d231a0664c3762",
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"text_encoder": "official precomputed text field; revision not supplied",
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"q1_adapter_audit": {
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"train": {
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"method": "index_cell_overlap_on_independent_normalized_progress_axes",
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"physical_time_alignment": false,
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"samples": 3395,
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"vision_length_conflict_samples": 618,
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"vision_tail_ambiguous_samples": 618,
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"nonzero_text_rows_outside_attention": 86078,
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"observed_target_rows": {
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"text": 169750,
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"audio": 169750,
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"vision": 163302
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},
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"mean_target_coverage": {
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"text": 1.0,
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"audio": 1.0,
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"vision": 0.9540337701314328
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},
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"quality_fields_available": false,
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"word_or_frame_timestamps_available": false
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},
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"valid": {
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"method": "index_cell_overlap_on_independent_normalized_progress_axes",
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"physical_time_alignment": false,
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"samples": 728,
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"vision_length_conflict_samples": 141,
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"vision_tail_ambiguous_samples": 141,
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"nonzero_text_rows_outside_attention": 17772,
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"observed_target_rows": {
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"text": 36400,
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"audio": 36400,
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"vision": 35315
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},
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"mean_target_coverage": {
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"text": 1.0,
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"audio": 1.0,
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"vision": 0.96090314748523
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},
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"quality_fields_available": false,
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"word_or_frame_timestamps_available": false
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},
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"test": {
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"method": "index_cell_overlap_on_independent_normalized_progress_axes",
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"physical_time_alignment": false,
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"samples": 727,
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"vision_length_conflict_samples": 131,
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"vision_tail_ambiguous_samples": 131,
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"nonzero_text_rows_outside_attention": 18041,
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"observed_target_rows": {
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"text": 36350,
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"audio": 36350,
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"vision": 35034
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},
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"mean_target_coverage": {
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"text": 1.0,
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"audio": 1.0,
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"vision": 0.9549938172651288
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},
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"quality_fields_available": false,
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"word_or_frame_timestamps_available": false
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}
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},
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"official_group_overlap": {
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"train_valid": 0,
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"train_test": 0,
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"valid_test": 0
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},
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"internal_splits": {
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"fit": 3030,
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"reliability_validation": 190,
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"temperature_calibration": 175
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},
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"model": "C5 fixed before this run; no unaligned architecture selection",
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"quality": "no quality scores in official file; q*=1 for visible rows and J_Q=0",
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"seed": 20260924,
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"epochs_limit": 12,
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"imputer_epochs": 8,
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"batch_size": 64,
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"patience": 3,
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"selected_reliability": [
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0.5,
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0.0,
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0.0,
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0.0
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],
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"temperature": 1.0309581618007613,
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"bootstrap_repeats": 300,
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"attachment3": "not inferred: unaligned files lack numerical text and trusted lengths",
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"validation_metrics": {
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"n": 728,
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"accuracy": 0.6098901098901099,
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"macro_f1": 0.5253076643650264,
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"negative_support": 206,
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"neutral_support": 184,
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"positive_support": 338,
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"negative_recall": 0.6796116504854369,
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"middle_recall": 0.14130434782608695,
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"positive_recall": 0.8224852071005917,
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"regression_mae": 0.6701027750968933,
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"regression_rmse": 0.9000873178933578,
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"pearson": 0.6158545613288879,
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"brier": 0.48911186855362665,
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"classification_nll": 0.8322470784187317,
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"ece_15": 0.05621008894273212,
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"selection_nll": 2.7708771228790283,
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"interval_90_coverage": 0.9010989010989011,
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"interval_90_mean_width": 2.390233039855957,
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"predictive_variance_mean_uncalibrated": 0.5822091698646545,
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"within_trajectory_variance_mean": 0.5822086334228516,
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"between_trajectory_variance_mean": 5.325794063537614e-07,
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"predictive_mean_mean_calibrated": 0.20464463531970978,
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"predictive_variance_mean_calibrated": 0.5899268984794617
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},
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"test_metrics": {
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"n": 727,
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"accuracy": 0.672627235213205,
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"macro_f1": 0.5667644872783372,
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"negative_support": 207,
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"neutral_support": 158,
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"positive_support": 362,
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"negative_recall": 0.714975845410628,
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"middle_recall": 0.1518987341772152,
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"positive_recall": 0.8756906077348067,
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"regression_mae": 0.7059400677680969,
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"regression_rmse": 0.965240149980511,
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"pearson": 0.6385040879249573,
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"brier": 0.4349081559316636,
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"classification_nll": 0.7490932941436768,
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"ece_15": 0.05505641569297612,
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"selection_nll": 2.8536453247070312,
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"interval_90_coverage": 0.9009628610729024,
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"interval_90_mean_width": 2.5410006046295166,
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"predictive_variance_mean_uncalibrated": 0.6693301200866699,
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"within_trajectory_variance_mean": 0.6693244576454163,
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"between_trajectory_variance_mean": 5.653140760841779e-06,
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"predictive_mean_mean_calibrated": 0.1944320648908615,
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"predictive_variance_mean_calibrated": 0.6787037253379822
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},
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"completed_utc": "2026-09-25T04:43:52Z",
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"device": "cuda",
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"device_name": "NVIDIA GeForce RTX 5070 Ti",
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"torch_version": "2.14.0+cu130",
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"trained_c5_epochs": 11,
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"selected_c5_epoch": 8
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} |