diff options
Diffstat (limited to 'results/cifar_depth_scan_multiseed/summary.json')
| -rw-r--r-- | results/cifar_depth_scan_multiseed/summary.json | 78 |
1 files changed, 78 insertions, 0 deletions
diff --git a/results/cifar_depth_scan_multiseed/summary.json b/results/cifar_depth_scan_multiseed/summary.json new file mode 100644 index 0000000..0bbb673 --- /dev/null +++ b/results/cifar_depth_scan_multiseed/summary.json @@ -0,0 +1,78 @@ +{ + "d512_L4_s123": { + "dfa": { + "test_acc": 0.3094, + "mean_bp_cosine": 0.10695587818554486, + "mean_rho": 0.002404893282800913, + "mean_nudge_01": -1.237611286342144e-06, + "bp_cosine_per_layer": [ + 0.4263063073158264, + 0.0001657301909290254, + 0.0015438150148838758, + -0.00019233977945987135 + ], + "rho_per_layer": [ + 0.009619573131203651, + 0.0, + 0.0, + 0.0 + ] + }, + "credit_bridge": { + "test_acc": 0.3091, + "mean_bp_cosine": 0.13187050633132458, + "mean_rho": 0.0010322919115424156, + "mean_nudge_01": -2.3283064365386963e-06, + "bp_cosine_per_layer": [ + 0.4222239851951599, + 0.024459093809127808, + 0.03995171934366226, + 0.04084722697734833 + ], + "rho_per_layer": [ + 0.0041291676461696625, + 0.0, + 0.0, + 0.0 + ] + } + }, + "d512_L4_s456": { + "dfa": { + "test_acc": 0.3092, + "mean_bp_cosine": 0.10119853421929292, + "mean_rho": 0.004450018052011728, + "mean_nudge_01": -1.212814822793007e-06, + "bp_cosine_per_layer": [ + 0.4088655710220337, + -0.002644116524606943, + -0.0004242559662088752, + -0.0010030616540461779 + ], + "rho_per_layer": [ + 0.017800072208046913, + 0.0, + 0.0, + 0.0 + ] + }, + "credit_bridge": { + "test_acc": 0.3082, + "mean_bp_cosine": 0.14468976389616728, + "mean_rho": 0.007643831893801689, + "mean_nudge_01": -1.9122380763292313e-06, + "bp_cosine_per_layer": [ + 0.4191405475139618, + 0.03466985002160072, + 0.062135644257068634, + 0.06281301379203796 + ], + "rho_per_layer": [ + 0.030575327575206757, + 0.0, + 0.0, + 0.0 + ] + } + } +}
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