From b56c6118d57e810cc1b2b16eb36c9c474df30174 Mon Sep 17 00:00:00 2001 From: YurenHao0426 Date: Wed, 22 Jul 2026 17:07:08 -0500 Subject: experiment: support audited dynamic projection endpoints --- sdil/conv.py | 7 +++++-- 1 file changed, 5 insertions(+), 2 deletions(-) (limited to 'sdil/conv.py') diff --git a/sdil/conv.py b/sdil/conv.py index 61fee3a..ebb29ab 100644 --- a/sdil/conv.py +++ b/sdil/conv.py @@ -1524,7 +1524,8 @@ def conv_hierarchical_alignment_report(net, x, y): return report -def conv_kp_mixed_traffic_alignment_report(net, x, y, rule): +def conv_kp_mixed_traffic_alignment_report( + net, x, y, rule, neutral_projection=False): """Same-state audit of instruction/raw/innovation/matched directions.""" if not isinstance(net, CIFARKPMixedTrafficResNet): raise TypeError("mixed-traffic audit requires CIFARKPMixedTrafficResNet") @@ -1541,7 +1542,8 @@ def conv_kp_mixed_traffic_alignment_report(net, x, y, rule): - F.one_hot(y, net.n_classes).to(forward["logits"].dtype)) instruction = net.hierarchical_teaching(output_error, forward) components = net.mixed_apical_components( - instruction, forward["hiddens"], rule, compute_matched=True) + instruction, forward["hiddens"], rule, compute_matched=True, + neutral_projection=neutral_projection) def align(values): return [float(F.cosine_similarity( @@ -1584,6 +1586,7 @@ def conv_kp_mixed_traffic_alignment_report(net, x, y, rule): traffic_power / instruction_power), "predictor_traffic_residual_rms_ratio": ( net.predictor_traffic_residual_rms_ratio(forward["hiddens"])), + "neutral_projection": components["neutral_projection"], } report.update(hierarchical_feedback_tracking_report(net)) for parameter in parameters: -- cgit v1.2.3