145 lines
4.3 KiB
JSON
145 lines
4.3 KiB
JSON
{
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"source": "Attachment 4 unaligned_50; Q2 MoFE seed_20260924 checkpoint and train-only robust scaler",
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"device": "cuda",
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"router_weight_definition": "alpha[t,e], the MoFE softmax weight assigned to each of the seven experts at a relative-progress bin; weights normalize over eligible experts for each bin",
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"router_heatmap_color_scale_min": 0.0,
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"router_heatmap_color_scale_max": 1.0,
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"router_heatmap_color_norm": "PowerNorm gamma=0.5; colorbar ticks retain raw alpha values",
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"conditions": [
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{
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"case_id": "02",
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"condition": "完整输入",
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"prediction": "neutral",
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"intensity": 0.11008816212415695,
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"confidence": 0.4620336592197418,
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"visible_bin_counts": {
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"text": {
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"visible_bins": 50,
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"total_bins": 50,
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"missing_fraction": 0.0
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},
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"audio": {
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"visible_bins": 50,
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"total_bins": 50,
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"missing_fraction": 0.0
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},
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"vision": {
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"visible_bins": 50,
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"total_bins": 50,
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"missing_fraction": 0.0
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}
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},
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"masked_ranges_0based_start_end_exclusive": {},
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"router_text_share": 0.35845422744750977,
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"router_audio_share": 0.28927531838417053,
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"router_vision_share": 0.3522704541683197
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},
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{
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"case_id": "02",
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"condition": "残缺：Text / Audio 各遮蔽 30%",
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"prediction": "positive",
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"intensity": -0.13957589864730835,
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"confidence": 0.3556613326072693,
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"visible_bin_counts": {
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"text": {
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"visible_bins": 35,
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"total_bins": 50,
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"missing_fraction": 0.30000000000000004
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},
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"audio": {
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"visible_bins": 35,
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"total_bins": 50,
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"missing_fraction": 0.30000000000000004
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},
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"vision": {
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"visible_bins": 50,
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"total_bins": 50,
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"missing_fraction": 0.0
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}
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},
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"masked_ranges_0based_start_end_exclusive": {
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"text": [
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5,
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20
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],
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"audio": [
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18,
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33
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]
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},
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"router_text_share": 0.2992672622203827,
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"router_audio_share": 0.25927940011024475,
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"router_vision_share": 0.44145339727401733
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},
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{
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"case_id": "03",
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"condition": "完整输入",
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"prediction": "negative",
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"intensity": -0.61025071144104,
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"confidence": 0.6876164078712463,
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"visible_bin_counts": {
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"text": {
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"visible_bins": 50,
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"total_bins": 50,
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"missing_fraction": 0.0
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},
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"audio": {
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"visible_bins": 50,
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"total_bins": 50,
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"missing_fraction": 0.0
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},
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"vision": {
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"visible_bins": 50,
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"total_bins": 50,
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"missing_fraction": 0.0
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}
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},
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"masked_ranges_0based_start_end_exclusive": {},
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"router_text_share": 0.35898107290267944,
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"router_audio_share": 0.291629433631897,
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"router_vision_share": 0.3493894934654236
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},
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{
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"case_id": "03",
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"condition": "残缺：Vision 遮蔽 30%",
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"prediction": "negative",
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"intensity": -0.6705005168914795,
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"confidence": 0.7000513672828674,
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"visible_bin_counts": {
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"text": {
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"visible_bins": 50,
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"total_bins": 50,
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"missing_fraction": 0.0
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},
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"audio": {
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"visible_bins": 50,
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"total_bins": 50,
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"missing_fraction": 0.0
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},
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"vision": {
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"visible_bins": 35,
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"total_bins": 50,
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"missing_fraction": 0.30000000000000004
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}
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},
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"masked_ranges_0based_start_end_exclusive": {
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"vision": [
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18,
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33
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]
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},
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"router_text_share": 0.39606449007987976,
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"router_audio_share": 0.3422035872936249,
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"router_vision_share": 0.26173192262649536
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}
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],
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"controlled_missing_note": "The partial examples are controlled masks, not native Attachment 4 missingness. The complete examples retain all 50 bins in all modalities.",
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"relative_time_limit": "The unaligned rows have no physical timestamps; frames and waveform are shown against normalized progress only.",
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"outputs": [
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"mofe_router_heatmap_examples.png",
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"mofe_router_heatmap_examples.pdf",
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"mofe_router_heatmap_summary.csv",
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"mofe_router_heatmap_scores.csv"
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]
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}
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