diff options
| author | YurenHao0426 <Blackhao0426@gmail.com> | 2026-04-01 09:59:39 -0500 |
|---|---|---|
| committer | YurenHao0426 <Blackhao0426@gmail.com> | 2026-04-01 09:59:39 -0500 |
| commit | 6315e18de1b8640ddf4a818c767f3fc14cc5001e (patch) | |
| tree | 847375d7f08fca727fbc915cf605e702a9019473 /results/confirmatory/C1_active_vs_inactive_cosine.csv | |
| parent | a0ec1a6c17b72a3ab769fb8c12f5ef381f38beed (diff) | |
Add extended sparsity analysis: A4 per-layer, B1 snapshots, B2 active subset, C1/C2
A4: Per-layer support — DFA/SB/CB layers 1-3 have 0% support at τ=1e-6
Only BP has ~95% support; only SB layer 0 has 53%
B1: Snapshot evolution — old snapshot checkpoints have near-zero grads (data issue)
B2: Active subset — with τ=1e-6, no active samples for non-BP methods
C1: Active vs inactive cosine — only inactive subset exists for non-BP
C2: Energy concentration — near-zero for non-BP methods
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Diffstat (limited to 'results/confirmatory/C1_active_vs_inactive_cosine.csv')
| -rw-r--r-- | results/confirmatory/C1_active_vs_inactive_cosine.csv | 17 |
1 files changed, 17 insertions, 0 deletions
diff --git a/results/confirmatory/C1_active_vs_inactive_cosine.csv b/results/confirmatory/C1_active_vs_inactive_cosine.csv new file mode 100644 index 0000000..128d422 --- /dev/null +++ b/results/confirmatory/C1_active_vs_inactive_cosine.csv @@ -0,0 +1,17 @@ +method,layer,gamma_all,gamma_active,gamma_inactive,n_active
+bp,0,0.006214196793735027,nan,0.006214196793735027,0
+bp,1,0.0051556359976530075,nan,0.0051556359976530075,0
+bp,2,0.0005391754675656557,nan,0.0005391754675656557,0
+bp,3,0.010759560391306877,nan,0.010759560391306877,0
+dfa,0,0.4290076792240143,nan,0.4290076792240143,0
+dfa,1,0.0003339389804750681,nan,0.0003339389804750681,0
+dfa,2,-0.0017952910857275128,nan,-0.0017952910857275128,0
+dfa,3,-0.0022174338810145855,nan,-0.0022174338810145855,0
+state_bridge,0,-0.02511497773230076,nan,-0.02511497773230076,0
+state_bridge,1,-0.0012293035397306085,nan,-0.0012293035397306085,0
+state_bridge,2,0.0008412246825173497,nan,0.0008412246825173497,0
+state_bridge,3,-0.0005532625946216285,nan,-0.0005532625946216285,0
+credit_bridge,0,0.22883227467536926,nan,0.22883227467536926,0
+credit_bridge,1,-0.0003760556865017861,nan,-0.0003760556865017861,0
+credit_bridge,2,-0.000569079362321645,nan,-0.000569079362321645,0
+credit_bridge,3,-0.0005933507927693427,nan,-0.0005933507927693427,0
|