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authorYurenHao0426 <Blackhao0426@gmail.com>2026-04-08 01:33:52 -0500
committerYurenHao0426 <Blackhao0426@gmail.com>2026-04-08 01:33:52 -0500
commitf92ebda7ec2ac155c1a4241b057801c863834e56 (patch)
tree7f2595f6ad1c3ad476292b7dad3584fb7acda9ee /results/ep_synthetic/ep_a0.5_L4_s4000.json
parent2ca87f2bd4449b1d4ac715d8cf4fb5f20b7afdd8 (diff)
Add BP+penalty control (round 19's #4 critical experiment)
Trains end-to-end BP with the same lambda*||f_l(h_l)||^2 penalty used in the DFA penalty rescue. Tests whether the penalty's depth utilization loss in penalized DFA is intrinsic to DFA's random-feedback credit quality (mode 2) or due to penalty-induced capacity regularization. Decision rule: BP+pen margin > 25 pp -> mode 2 confirmed (penalty is not the cap) BP+pen margin < 5 pp -> penalty itself caps depth (capacity loss) intermediate -> both effects present
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