From c753f5146a2a737dd724b3b84c079430c1c84a68 Mon Sep 17 00:00:00 2001 From: YurenHao0426 Date: Wed, 22 Jul 2026 06:42:27 -0500 Subject: figures: foreground somato-dendritic innovation --- results/figs/figure3_innovation.pdf | Bin 0 -> 37797 bytes results/figs/figure3_innovation.png | Bin 0 -> 226672 bytes results/figs/main_figure_captions.md | 11 + results/figs/main_figure_manifest.json | 1227 ++++++++++++++++++++++++++++---- 4 files changed, 1097 insertions(+), 141 deletions(-) create mode 100644 results/figs/figure3_innovation.pdf create mode 100644 results/figs/figure3_innovation.png (limited to 'results') diff --git a/results/figs/figure3_innovation.pdf b/results/figs/figure3_innovation.pdf new file mode 100644 index 0000000..3719b24 Binary files /dev/null and b/results/figs/figure3_innovation.pdf differ diff --git a/results/figs/figure3_innovation.png b/results/figs/figure3_innovation.png new file mode 100644 index 0000000..543a18b Binary files /dev/null and b/results/figs/figure3_innovation.png differ diff --git a/results/figs/main_figure_captions.md b/results/figs/main_figure_captions.md index 899fadf..03c16c8 100644 --- a/results/figs/main_figure_captions.md +++ b/results/figs/main_figure_captions.md @@ -22,3 +22,14 @@ depth and initialization seed. **c,** Mean per-sample cosine between the teachin descent direction, averaged over the earliest third of hidden layers. Exact gradients are used only for this diagnostic, never for local learning. “Scaling” here means preserving useful accuracy and credit assignment as depth grows; flattened-CIFAR accuracy itself does not increase with depth. + +**Figure 3 | Somato-dendritic innovation is necessary under predictable apical traffic.** Mean ± +sample standard deviation across five seeds on MNIST, using depth-3, width-256 networks for 15 +epochs. **a,** The raw apical compartment mixes causal feedback with ordinary traffic predictable +from the same neuron's somatic state. SDIL subtracts the neutral-period per-cell prediction and +uses only the innovation in the local eligibility update. **b,** Test accuracy as predictable +traffic increases. The norm-matched raw control has the innovation's per-sample magnitude but +retains the raw direction. **c,** Final cosine between the signal actually used for learning and +the exact negative hidden-state gradient, averaged over all hidden layers. Exact gradients are +diagnostic only. At `rho=0.5`, raw and norm-matched raw feedback reach chance while innovation +retains `97.35%` accuracy and positive descent alignment. diff --git a/results/figs/main_figure_manifest.json b/results/figs/main_figure_manifest.json index df52456..294cf94 100644 --- a/results/figs/main_figure_manifest.json +++ b/results/figs/main_figure_manifest.json @@ -9,7 +9,8 @@ ], "protocols": { "cifar_scaling": "width64 residual tanh; 5 epochs; d5/10/20/30/60", - "ep_comparison": "exact d1/d2 width500; canonical EP dynamics" + "ep_comparison": "exact d1/d2 width500; canonical EP dynamics", + "innovation_necessity": "MNIST depth3 width256; 15 epochs; diagonal neutral predictor; raw/norm-matched raw/innovation; rho0/0.05/0.2/0.5" }, "missing_cells": [], "sources": [ @@ -19,7 +20,8 @@ "git_commit": "262c6d9ef3f0461218c1a5e632fc7dd6357e0a20", "method": "BP", "depth": 1, - "seed": 0 + "seed": 0, + "signal": null }, { "path": "results/ep_archmatch_v1_mnist_bp_w500_d1_s1.json", @@ -27,7 +29,8 @@ "git_commit": "262c6d9ef3f0461218c1a5e632fc7dd6357e0a20", "method": "BP", "depth": 1, - "seed": 1 + "seed": 1, + "signal": null }, { "path": "results/ep_archmatch_v1_mnist_bp_w500_d1_s2.json", @@ -35,7 +38,8 @@ "git_commit": "d4aef1a571c21e6e4e4125c90aa58da7f14e62e3", "method": "BP", "depth": 1, - "seed": 2 + "seed": 2, + "signal": null }, { "path": "results/ep_archmatch_v1_mnist_bp_w500_d1_s3.json", @@ -43,7 +47,8 @@ "git_commit": "d4aef1a571c21e6e4e4125c90aa58da7f14e62e3", "method": "BP", "depth": 1, - "seed": 3 + "seed": 3, + "signal": null }, { "path": "results/ep_archmatch_v1_mnist_bp_w500_d1_s4.json", @@ -51,7 +56,8 @@ "git_commit": "d4aef1a571c21e6e4e4125c90aa58da7f14e62e3", "method": "BP", "depth": 1, - "seed": 4 + "seed": 4, + "signal": null }, { "path": "results/ep_archmatch_v1_mnist_dfa_w500_d1_s0.json", @@ -59,7 +65,8 @@ "git_commit": "262c6d9ef3f0461218c1a5e632fc7dd6357e0a20", "method": "DFA", "depth": 1, - "seed": 0 + "seed": 0, + "signal": null }, { "path": "results/ep_archmatch_v1_mnist_dfa_w500_d1_s1.json", @@ -67,7 +74,8 @@ "git_commit": "262c6d9ef3f0461218c1a5e632fc7dd6357e0a20", "method": "DFA", "depth": 1, - "seed": 1 + "seed": 1, + "signal": null }, { "path": "results/ep_archmatch_v1_mnist_dfa_w500_d1_s2.json", @@ -75,7 +83,8 @@ "git_commit": "d4aef1a571c21e6e4e4125c90aa58da7f14e62e3", "method": "DFA", "depth": 1, - "seed": 2 + "seed": 2, + "signal": null }, { "path": "results/ep_archmatch_v1_mnist_dfa_w500_d1_s3.json", @@ -83,7 +92,8 @@ "git_commit": "d4aef1a571c21e6e4e4125c90aa58da7f14e62e3", "method": "DFA", "depth": 1, - "seed": 3 + "seed": 3, + "signal": null }, { "path": "results/ep_archmatch_v1_mnist_dfa_w500_d1_s4.json", @@ -91,7 +101,8 @@ "git_commit": "d4aef1a571c21e6e4e4125c90aa58da7f14e62e3", "method": "DFA", "depth": 1, - "seed": 4 + "seed": 4, + "signal": null }, { "path": "results/ep_archmatch_v1_mnist_sdil_w500_d1_s0.json", @@ -99,7 +110,8 @@ "git_commit": "262c6d9ef3f0461218c1a5e632fc7dd6357e0a20", "method": "SDIL", "depth": 1, - "seed": 0 + "seed": 0, + "signal": null }, { "path": "results/ep_archmatch_v1_mnist_sdil_w500_d1_s1.json", @@ -107,7 +119,8 @@ "git_commit": "262c6d9ef3f0461218c1a5e632fc7dd6357e0a20", "method": "SDIL", "depth": 1, - "seed": 1 + "seed": 1, + "signal": null }, { "path": "results/ep_archmatch_v1_mnist_sdil_w500_d1_s2.json", @@ -115,7 +128,8 @@ "git_commit": "d4aef1a571c21e6e4e4125c90aa58da7f14e62e3", "method": "SDIL", "depth": 1, - "seed": 2 + "seed": 2, + "signal": null }, { "path": "results/ep_archmatch_v1_mnist_sdil_w500_d1_s3.json", @@ -123,7 +137,8 @@ "git_commit": "d4aef1a571c21e6e4e4125c90aa58da7f14e62e3", "method": "SDIL", "depth": 1, - "seed": 3 + "seed": 3, + "signal": null }, { "path": "results/ep_archmatch_v1_mnist_sdil_w500_d1_s4.json", @@ -131,7 +146,8 @@ "git_commit": "d4aef1a571c21e6e4e4125c90aa58da7f14e62e3", "method": "SDIL", "depth": 1, - "seed": 4 + "seed": 4, + "signal": null }, { "path": "results/ep_depth2_v1_mnist_bp_w500_d2_s0.json", @@ -139,7 +155,8 @@ "git_commit": "f2b6107e20975aa649c4ab36b3faab21d1e3c281", "method": "BP", "depth": 2, - "seed": 0 + "seed": 0, + "signal": null }, { "path": "results/ep_depth2_v1_mnist_bp_w500_d2_s1.json", @@ -147,7 +164,8 @@ "git_commit": "f2b6107e20975aa649c4ab36b3faab21d1e3c281", "method": "BP", "depth": 2, - "seed": 1 + "seed": 1, + "signal": null }, { "path": "results/ep_depth2_v1_mnist_bp_w500_d2_s2.json", @@ -155,7 +173,8 @@ "git_commit": "f2b6107e20975aa649c4ab36b3faab21d1e3c281", "method": "BP", "depth": 2, - "seed": 2 + "seed": 2, + "signal": null }, { "path": "results/ep_depth2_v1_mnist_bp_w500_d2_s3.json", @@ -163,7 +182,8 @@ "git_commit": "f2b6107e20975aa649c4ab36b3faab21d1e3c281", "method": "BP", "depth": 2, - "seed": 3 + "seed": 3, + "signal": null }, { "path": "results/ep_depth2_v1_mnist_bp_w500_d2_s4.json", @@ -171,7 +191,8 @@ "git_commit": "f2b6107e20975aa649c4ab36b3faab21d1e3c281", "method": "BP", "depth": 2, - "seed": 4 + "seed": 4, + "signal": null }, { "path": "results/ep_depth2_v1_mnist_dfa_w500_d2_s0.json", @@ -179,7 +200,8 @@ "git_commit": "f2b6107e20975aa649c4ab36b3faab21d1e3c281", "method": "DFA", "depth": 2, - "seed": 0 + "seed": 0, + "signal": null }, { "path": "results/ep_depth2_v1_mnist_dfa_w500_d2_s1.json", @@ -187,7 +209,8 @@ "git_commit": "f2b6107e20975aa649c4ab36b3faab21d1e3c281", "method": "DFA", "depth": 2, - "seed": 1 + "seed": 1, + "signal": null }, { "path": "results/ep_depth2_v1_mnist_dfa_w500_d2_s2.json", @@ -195,7 +218,8 @@ "git_commit": "f2b6107e20975aa649c4ab36b3faab21d1e3c281", "method": "DFA", "depth": 2, - "seed": 2 + "seed": 2, + "signal": null }, { "path": "results/ep_depth2_v1_mnist_dfa_w500_d2_s3.json", @@ -203,7 +227,8 @@ "git_commit": "f2b6107e20975aa649c4ab36b3faab21d1e3c281", "method": "DFA", "depth": 2, - "seed": 3 + "seed": 3, + "signal": null }, { "path": "results/ep_depth2_v1_mnist_dfa_w500_d2_s4.json", @@ -211,7 +236,8 @@ "git_commit": "f2b6107e20975aa649c4ab36b3faab21d1e3c281", "method": "DFA", "depth": 2, - "seed": 4 + "seed": 4, + "signal": null }, { "path": "results/ep_depth2_v1_mnist_ep_w500_d2_s0.json", @@ -219,7 +245,8 @@ "git_commit": "f2b6107e20975aa649c4ab36b3faab21d1e3c281", "method": "EP", "depth": 2, - "seed": 0 + "seed": 0, + "signal": null }, { "path": "results/ep_depth2_v1_mnist_ep_w500_d2_s1.json", @@ -227,7 +254,8 @@ "git_commit": "f2b6107e20975aa649c4ab36b3faab21d1e3c281", "method": "EP", "depth": 2, - "seed": 1 + "seed": 1, + "signal": null }, { "path": "results/ep_depth2_v1_mnist_ep_w500_d2_s2.json", @@ -235,7 +263,8 @@ "git_commit": "07a9d5afe08fee5824c325edfb3807a2f9aede8f", "method": "EP", "depth": 2, - "seed": 2 + "seed": 2, + "signal": null }, { "path": "results/ep_depth2_v1_mnist_ep_w500_d2_s3.json", @@ -243,7 +272,8 @@ "git_commit": "07a9d5afe08fee5824c325edfb3807a2f9aede8f", "method": "EP", "depth": 2, - "seed": 3 + "seed": 3, + "signal": null }, { "path": "results/ep_depth2_v1_mnist_ep_w500_d2_s4.json", @@ -251,7 +281,8 @@ "git_commit": "d4aef1a571c21e6e4e4125c90aa58da7f14e62e3", "method": "EP", "depth": 2, - "seed": 4 + "seed": 4, + "signal": null }, { "path": "results/ep_depth2_v1_mnist_sdil_w500_d2_s0.json", @@ -259,7 +290,8 @@ "git_commit": "f2b6107e20975aa649c4ab36b3faab21d1e3c281", "method": "SDIL", "depth": 2, - "seed": 0 + "seed": 0, + "signal": null }, { "path": "results/ep_depth2_v1_mnist_sdil_w500_d2_s1.json", @@ -267,7 +299,8 @@ "git_commit": "f2b6107e20975aa649c4ab36b3faab21d1e3c281", "method": "SDIL", "depth": 2, - "seed": 1 + "seed": 1, + "signal": null }, { "path": "results/ep_depth2_v1_mnist_sdil_w500_d2_s2.json", @@ -275,7 +308,8 @@ "git_commit": "f2b6107e20975aa649c4ab36b3faab21d1e3c281", "method": "SDIL", "depth": 2, - "seed": 2 + "seed": 2, + "signal": null }, { "path": "results/ep_depth2_v1_mnist_sdil_w500_d2_s3.json", @@ -283,7 +317,8 @@ "git_commit": "f2b6107e20975aa649c4ab36b3faab21d1e3c281", "method": "SDIL", "depth": 2, - "seed": 3 + "seed": 3, + "signal": null }, { "path": "results/ep_depth2_v1_mnist_sdil_w500_d2_s4.json", @@ -291,7 +326,8 @@ "git_commit": "f2b6107e20975aa649c4ab36b3faab21d1e3c281", "method": "SDIL", "depth": 2, - "seed": 4 + "seed": 4, + "signal": null }, { "path": "results/ep_original_v2_mnist_ep_w500_d1_s0.json", @@ -299,7 +335,8 @@ "git_commit": "5b9de3f36c91ea8ad57fc4dae5aa0c04f08a7a26", "method": "EP", "depth": 1, - "seed": 0 + "seed": 0, + "signal": null }, { "path": "results/ep_original_v2_mnist_ep_w500_d1_s1.json", @@ -307,7 +344,8 @@ "git_commit": "5b9de3f36c91ea8ad57fc4dae5aa0c04f08a7a26", "method": "EP", "depth": 1, - "seed": 1 + "seed": 1, + "signal": null }, { "path": "results/ep_original_v2_mnist_ep_w500_d1_s2.json", @@ -315,7 +353,8 @@ "git_commit": "887ecfb29478e9a7456a12ea85f7ba7448e7277d", "method": "EP", "depth": 1, - "seed": 2 + "seed": 2, + "signal": null }, { "path": "results/ep_original_v2_mnist_ep_w500_d1_s3.json", @@ -323,7 +362,8 @@ "git_commit": "887ecfb29478e9a7456a12ea85f7ba7448e7277d", "method": "EP", "depth": 1, - "seed": 3 + "seed": 3, + "signal": null }, { "path": "results/ep_original_v2_mnist_ep_w500_d1_s4.json", @@ -331,7 +371,8 @@ "git_commit": "f2b6107e20975aa649c4ab36b3faab21d1e3c281", "method": "EP", "depth": 1, - "seed": 4 + "seed": 4, + "signal": null }, { "path": "results/fa_scale_v2_cifar10_fa_w64_d10_s0.json", @@ -339,7 +380,8 @@ "git_commit": "d4aef1a571c21e6e4e4125c90aa58da7f14e62e3", "method": "FA", "depth": 10, - "seed": 0 + "seed": 0, + "signal": null }, { "path": "results/fa_scale_v2_cifar10_fa_w64_d10_s1.json", @@ -347,7 +389,8 @@ "git_commit": "d4aef1a571c21e6e4e4125c90aa58da7f14e62e3", "method": "FA", "depth": 10, - "seed": 1 + "seed": 1, + "signal": null }, { "path": "results/fa_scale_v2_cifar10_fa_w64_d10_s2.json", @@ -355,7 +398,8 @@ "git_commit": "d4aef1a571c21e6e4e4125c90aa58da7f14e62e3", "method": "FA", "depth": 10, - "seed": 2 + "seed": 2, + "signal": null }, { "path": "results/fa_scale_v2_cifar10_fa_w64_d10_s3.json", @@ -363,7 +407,8 @@ "git_commit": "d4aef1a571c21e6e4e4125c90aa58da7f14e62e3", "method": "FA", "depth": 10, - "seed": 3 + "seed": 3, + "signal": null }, { "path": "results/fa_scale_v2_cifar10_fa_w64_d10_s4.json", @@ -371,7 +416,8 @@ "git_commit": "d4aef1a571c21e6e4e4125c90aa58da7f14e62e3", "method": "FA", "depth": 10, - "seed": 4 + "seed": 4, + "signal": null }, { "path": "results/fa_scale_v2_cifar10_fa_w64_d20_s0.json", @@ -379,7 +425,8 @@ "git_commit": "d4aef1a571c21e6e4e4125c90aa58da7f14e62e3", "method": "FA", "depth": 20, - "seed": 0 + "seed": 0, + "signal": null }, { "path": "results/fa_scale_v2_cifar10_fa_w64_d20_s1.json", @@ -387,7 +434,8 @@ "git_commit": "d4aef1a571c21e6e4e4125c90aa58da7f14e62e3", "method": "FA", "depth": 20, - "seed": 1 + "seed": 1, + "signal": null }, { "path": "results/fa_scale_v2_cifar10_fa_w64_d20_s2.json", @@ -395,7 +443,8 @@ "git_commit": "d4aef1a571c21e6e4e4125c90aa58da7f14e62e3", "method": "FA", "depth": 20, - "seed": 2 + "seed": 2, + "signal": null }, { "path": "results/fa_scale_v2_cifar10_fa_w64_d20_s3.json", @@ -403,7 +452,8 @@ "git_commit": "d4aef1a571c21e6e4e4125c90aa58da7f14e62e3", "method": "FA", "depth": 20, - "seed": 3 + "seed": 3, + "signal": null }, { "path": "results/fa_scale_v2_cifar10_fa_w64_d20_s4.json", @@ -411,7 +461,8 @@ "git_commit": "d4aef1a571c21e6e4e4125c90aa58da7f14e62e3", "method": "FA", "depth": 20, - "seed": 4 + "seed": 4, + "signal": null }, { "path": "results/fa_scale_v2_cifar10_fa_w64_d30_s0.json", @@ -419,7 +470,8 @@ "git_commit": "5b9de3f36c91ea8ad57fc4dae5aa0c04f08a7a26", "method": "FA", "depth": 30, - "seed": 0 + "seed": 0, + "signal": null }, { "path": "results/fa_scale_v2_cifar10_fa_w64_d30_s1.json", @@ -427,7 +479,8 @@ "git_commit": "5b9de3f36c91ea8ad57fc4dae5aa0c04f08a7a26", "method": "FA", "depth": 30, - "seed": 1 + "seed": 1, + "signal": null }, { "path": "results/fa_scale_v2_cifar10_fa_w64_d30_s2.json", @@ -435,7 +488,8 @@ "git_commit": "5b9de3f36c91ea8ad57fc4dae5aa0c04f08a7a26", "method": "FA", "depth": 30, - "seed": 2 + "seed": 2, + "signal": null }, { "path": "results/fa_scale_v2_cifar10_fa_w64_d30_s3.json", @@ -443,7 +497,8 @@ "git_commit": "5b9de3f36c91ea8ad57fc4dae5aa0c04f08a7a26", "method": "FA", "depth": 30, - "seed": 3 + "seed": 3, + "signal": null }, { "path": "results/fa_scale_v2_cifar10_fa_w64_d30_s4.json", @@ -451,7 +506,8 @@ "git_commit": "5b9de3f36c91ea8ad57fc4dae5aa0c04f08a7a26", "method": "FA", "depth": 30, - "seed": 4 + "seed": 4, + "signal": null }, { "path": "results/fa_scale_v2_cifar10_fa_w64_d5_s0.json", @@ -459,7 +515,8 @@ "git_commit": "d4aef1a571c21e6e4e4125c90aa58da7f14e62e3", "method": "FA", "depth": 5, - "seed": 0 + "seed": 0, + "signal": null }, { "path": "results/fa_scale_v2_cifar10_fa_w64_d5_s1.json", @@ -467,7 +524,8 @@ "git_commit": "d4aef1a571c21e6e4e4125c90aa58da7f14e62e3", "method": "FA", "depth": 5, - "seed": 1 + "seed": 1, + "signal": null }, { "path": "results/fa_scale_v2_cifar10_fa_w64_d5_s2.json", @@ -475,7 +533,8 @@ "git_commit": 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"SDIL", "depth": 10, - "seed": 4 + "seed": 4, + "signal": null }, { "path": "results/scale_v3_cifar10_sdil_w64_d20_s0.json", @@ -979,7 +1640,8 @@ "git_commit": "d4aef1a571c21e6e4e4125c90aa58da7f14e62e3", "method": "SDIL", "depth": 20, - "seed": 0 + "seed": 0, + "signal": null }, { "path": "results/scale_v3_cifar10_sdil_w64_d20_s1.json", @@ -987,7 +1649,8 @@ "git_commit": "d4aef1a571c21e6e4e4125c90aa58da7f14e62e3", "method": "SDIL", "depth": 20, - "seed": 1 + "seed": 1, + "signal": null }, { "path": "results/scale_v3_cifar10_sdil_w64_d20_s2.json", @@ -995,7 +1658,8 @@ "git_commit": "d4aef1a571c21e6e4e4125c90aa58da7f14e62e3", "method": "SDIL", "depth": 20, - "seed": 2 + "seed": 2, + "signal": null }, { "path": "results/scale_v3_cifar10_sdil_w64_d20_s3.json", @@ -1003,7 +1667,8 @@ "git_commit": "d4aef1a571c21e6e4e4125c90aa58da7f14e62e3", "method": "SDIL", "depth": 20, - "seed": 3 + "seed": 3, + "signal": null }, { "path": "results/scale_v3_cifar10_sdil_w64_d20_s4.json", @@ -1011,7 +1676,8 @@ "git_commit": "d4aef1a571c21e6e4e4125c90aa58da7f14e62e3", "method": "SDIL", "depth": 20, - "seed": 4 + "seed": 4, + "signal": null }, { "path": "results/scale_v3_cifar10_sdil_w64_d30_s0.json", @@ -1019,7 +1685,8 @@ "git_commit": "c8a372cae2612839bdbdafcf9c114f52cb4a6de3", "method": "SDIL", "depth": 30, - "seed": 0 + "seed": 0, + "signal": null }, { "path": "results/scale_v3_cifar10_sdil_w64_d30_s1.json", @@ -1027,7 +1694,8 @@ "git_commit": "c8a372cae2612839bdbdafcf9c114f52cb4a6de3", "method": "SDIL", "depth": 30, - "seed": 1 + "seed": 1, + "signal": null }, { "path": "results/scale_v3_cifar10_sdil_w64_d30_s2.json", @@ -1035,7 +1703,8 @@ "git_commit": "c8a372cae2612839bdbdafcf9c114f52cb4a6de3", "method": "SDIL", "depth": 30, - "seed": 2 + "seed": 2, + "signal": null }, { "path": "results/scale_v3_cifar10_sdil_w64_d30_s3.json", @@ -1043,7 +1712,8 @@ "git_commit": "c8a372cae2612839bdbdafcf9c114f52cb4a6de3", "method": "SDIL", "depth": 30, - "seed": 3 + "seed": 3, + "signal": null }, { "path": "results/scale_v3_cifar10_sdil_w64_d30_s4.json", @@ -1051,7 +1721,8 @@ "git_commit": "c8a372cae2612839bdbdafcf9c114f52cb4a6de3", "method": "SDIL", "depth": 30, - "seed": 4 + "seed": 4, + "signal": null }, { "path": "results/scale_v3_cifar10_sdil_w64_d5_s0.json", @@ -1059,7 +1730,8 @@ "git_commit": "d4aef1a571c21e6e4e4125c90aa58da7f14e62e3", "method": "SDIL", "depth": 5, - "seed": 0 + "seed": 0, + "signal": null }, { "path": "results/scale_v3_cifar10_sdil_w64_d5_s1.json", @@ -1067,7 +1739,8 @@ "git_commit": "d4aef1a571c21e6e4e4125c90aa58da7f14e62e3", "method": "SDIL", "depth": 5, - "seed": 1 + "seed": 1, + "signal": null }, { "path": "results/scale_v3_cifar10_sdil_w64_d5_s2.json", @@ -1075,7 +1748,8 @@ "git_commit": "d4aef1a571c21e6e4e4125c90aa58da7f14e62e3", "method": "SDIL", "depth": 5, - "seed": 2 + "seed": 2, + "signal": null }, { "path": "results/scale_v3_cifar10_sdil_w64_d5_s3.json", @@ -1083,7 +1757,8 @@ "git_commit": "d4aef1a571c21e6e4e4125c90aa58da7f14e62e3", "method": "SDIL", "depth": 5, - "seed": 3 + "seed": 3, + "signal": null }, { "path": "results/scale_v3_cifar10_sdil_w64_d5_s4.json", @@ -1091,7 +1766,8 @@ "git_commit": "d4aef1a571c21e6e4e4125c90aa58da7f14e62e3", "method": "SDIL", "depth": 5, - "seed": 4 + "seed": 4, + "signal": null }, { "path": "results/scale_v3_cifar10_sdil_w64_d60_s0.json", @@ -1099,7 +1775,8 @@ "git_commit": "c8a372cae2612839bdbdafcf9c114f52cb4a6de3", "method": "SDIL", "depth": 60, - "seed": 0 + "seed": 0, + "signal": null }, { "path": "results/scale_v3_cifar10_sdil_w64_d60_s1.json", @@ -1107,7 +1784,8 @@ "git_commit": "c8a372cae2612839bdbdafcf9c114f52cb4a6de3", "method": "SDIL", "depth": 60, - "seed": 1 + "seed": 1, + "signal": null }, { "path": "results/scale_v3_cifar10_sdil_w64_d60_s2.json", @@ -1115,7 +1793,8 @@ "git_commit": "c8a372cae2612839bdbdafcf9c114f52cb4a6de3", "method": "SDIL", "depth": 60, - "seed": 2 + "seed": 2, + "signal": null }, { "path": "results/scale_v3_cifar10_sdil_w64_d60_s3.json", @@ -1123,7 +1802,8 @@ "git_commit": "c8a372cae2612839bdbdafcf9c114f52cb4a6de3", "method": "SDIL", "depth": 60, - "seed": 3 + "seed": 3, + "signal": null }, { "path": "results/scale_v3_cifar10_sdil_w64_d60_s4.json", @@ -1131,7 +1811,8 @@ "git_commit": "c8a372cae2612839bdbdafcf9c114f52cb4a6de3", "method": "SDIL", "depth": 60, - "seed": 4 + "seed": 4, + "signal": null } ], "statistics": { @@ -1963,6 +2644,268 @@ 303.82833762801914 ] } + }, + "mnist_soma_predictable_traffic": { + "cells": { + "raw_rho0p0": { + "n": 5, + "seeds": [ + 0, + 1, + 2, + 3, + 4 + ], + "accuracy_percent_mean": 97.45, + "accuracy_percent_sd": 0.046368092477477724, + "used_signal_alignment_mean": 0.6220727562904358, + "used_signal_alignment_sd": 0.011069591009584163 + }, + "raw_rho0p05": { + "n": 5, + "seeds": [ + 0, + 1, + 2, + 3, + 4 + ], + "accuracy_percent_mean": 96.438, + "accuracy_percent_sd": 0.07694153624668641, + "used_signal_alignment_mean": 0.13298306303719679, + "used_signal_alignment_sd": 0.016946221040042096 + }, + 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0.6065228767326085 + } + } } }, "outputs": [ @@ -1970,6 +2913,8 @@ "figure1_pareto.png", "figure2_scaling.pdf", "figure2_scaling.png", + "figure3_innovation.pdf", + "figure3_innovation.png", "main_figure_captions.md" ] } \ No newline at end of file -- cgit v1.2.3