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ping 2026-07-22T00:37:41.6569629+03:00
projective_asinh
INFINITY LATTICE RECONSTRUCTION
source: C:\Users\User\forward_pc_hebbian\checkpoints\trajectories\clean_100k_priority
points: T=10500 weight-dim D=4096 stride=10
COMPACT CHART (infinity = origin pole Ω)
r = ||y|| min=3.688 max=363.8
ρ = 1/(1+r) min=0.002741 (near ∞) max=0.2133
fraction with ρ<0.05 (near infinity pole): 0.863
mean cos⟨u, û_∞⟩: 0.7563
mean angle to û_∞: 0.4138 rad
RECONSTRUCTED WEIGHTS (invert last compact point)
true log-radius r: 363.468
float-safe r used: 40 scale=sinh(r)=1.17693e+17
L0 shape=(64, 32) ||W||=7.29482e+15
L1 shape=(32, 64) ||W||=1.17466e+17
HIDDEN LATTICE DIMS (PCA of relations to Ω)
component 0: explained_frac=0.8475
component 1: explained_frac=0.1506
component 2: explained_frac=0.0010
component 3: explained_frac=0.0005
component 4: explained_frac=0.0003
HOW TO READ THIS
The run-to-infinity is not discarded. Ω is that infinity as a point.
Every other lattice vertex is a relation to Ω (ρ, angle, C).
Weights + hidden dims are recovered from that relational geometry.
arrays: C:\Users\User\forward_pc_hebbian\checkpoints\trajectories\clean_100k_priority\infinity_reconstruction\infinity_chart.npz
weights: C:\Users\User\forward_pc_hebbian\checkpoints\trajectories\clean_100k_priority\infinity_reconstruction\reconstructed_weights.npz
4096
projective_asinh_padded_dual
12288
projective_asinh_padded_dual
12288
projective_asinh
INFINITY LATTICE RECONSTRUCTION
source: C:\Users\User\forward_pc_hebbian\checkpoints\trajectories\fat_first_100k
points: T=10500 weight-dim D=4096 stride=10
COMPACT CHART (infinity = origin pole Ω)
r = ||y|| min=3.675 max=370.8
ρ = 1/(1+r) min=0.002689 (near ∞) max=0.2139
fraction with ρ<0.05 (near infinity pole): 0.901
mean cos⟨u, û_∞⟩: 0.8349
mean angle to û_∞: 0.2953 rad
RECONSTRUCTED WEIGHTS (invert last compact point)
true log-radius r: 369.404
float-safe r used: 40 scale=sinh(r)=1.17693e+17
L0 shape=(64, 32) ||W||=1.14241e+16
L1 shape=(32, 64) ||W||=1.17137e+17
HIDDEN LATTICE DIMS (PCA of relations to Ω)
component 0: explained_frac=0.9034
component 1: explained_frac=0.0946
component 2: explained_frac=0.0007
component 3: explained_frac=0.0006
component 4: explained_frac=0.0003
HOW TO READ THIS
The run-to-infinity is not discarded. Ω is that infinity as a point.
Every other lattice vertex is a relation to Ω (ρ, angle, C).
Weights + hidden dims are recovered from that relational geometry.
arrays: C:\Users\User\forward_pc_hebbian\checkpoints\trajectories\fat_first_100k\infinity_reconstruction\infinity_chart.npz
weights: C:\Users\User\forward_pc_hebbian\checkpoints\trajectories\fat_first_100k\infinity_reconstruction\reconstructed_weights.npz
4096
Weight trajectory as dynamical medium
finite_cut (meta) = 18159
subsample points kept finite = 1917
homogenization (makes explosive path comparable):
y = asinh(||W||) * W/||W||
radial model: dr = a - b*r
global fit: a=0.0023606511830280663, b=-0.00157853027808433, regime=runaway
late fit: a=0.0926002317445096, b=-0.00030857114946446955
r* = inf
stop_kind = escape_horizon
predicted raw ||W|| scale ~ 4.61423555401344e+47
t_escape (steps of extra medium sim) = 161
last observed radius asinh = 90.42913911208213
last observed speed = 100.09837206488785
If regime=runaway: free weights do not stop; magenta path is
continuation until an asinh horizon; red star = horizon point
along the late direction — completion beyond NaN of the graph.
If regime=attractor: red star is asymptotic stop in medium space.
4096
projective_asinh_padded_morph
12288
projective_asinh_padded_morph
12288

forward_pc_hebbian lattice dump (full)

Public full dump of dual morphogenetic / free PC-Hebbian work under checkpoints/.

  • trajectories/morph_A|B — dual morph projective lattices (very large)
  • trajectories/dual_*, clean_100k_priority, fat_first_100k, live_continuous
  • dual_morphogenetic/ — net checkpoints + sediment field

Uploaded from a disk-constrained machine; local copies may remain until verified.

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