TSPulse 模型能力验证报告
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设备: Apple MPS
评估集样本数: 549

[1] 损失收敛曲线 (epoch: train / val)
  epoch   1: train 0.37993 / val 0.31435
  epoch   2: train 0.29011 / val 0.21095
  epoch   3: train 0.16007 / val 0.08758
  epoch   4: train 0.08549 / val 0.06635
  epoch   5: train 0.07169 / val 0.06158
  epoch   6: train 0.06394 / val 0.05309
  epoch   7: train 0.05699 / val 0.04959
  epoch   8: train 0.05335 / val 0.04846
  epoch   9: train 0.05140 / val 0.04560
  epoch  10: train 0.04896 / val 0.04545
  epoch  11: train 0.04737 / val 0.04259
  epoch  12: train 0.04618 / val 0.04317
  epoch  13: train 0.04588 / val 0.04253
  epoch  14: train 0.04480 / val 0.04094
  epoch  15: train 0.04414 / val 0.04123
  epoch  16: train 0.04333 / val 0.04159
  epoch  17: train 0.04308 / val 0.04046
  epoch  18: train 0.04237 / val 0.03925
  epoch  19: train 0.04234 / val 0.03930
  epoch  20: train 0.04203 / val 0.03951
  epoch  21: train 0.04133 / val 0.03943
  epoch  22: train 0.04157 / val 0.03885
  epoch  23: train 0.04064 / val 0.03953
  epoch  24: train 0.04047 / val 0.03890
  epoch  25: train 0.04009 / val 0.03802
  epoch  26: train 0.04013 / val 0.03752

[3] 评估集重构 MSE: 0.03724

[4] 指纹健康检查
  向量形状: (549, 128)
  全部有限值: True
  128 维中退化维数(std<1e-6): 0

[2] 指纹区分度
  平均同部位距离: 0.445900
  平均跨部位距离: 4.307701
  同部位/跨部位比值: 0.1035 (应明显 < 1)

结论: 通过